id	sid	tid	token	lemma	pos
cana-2814	1	1	communications	communication	NOUN
cana-2814	1	2	on	on	ADP
cana-2814	1	3	applied	apply	VERB
cana-2814	1	4	nonlinear	nonlinear	ADJ
cana-2814	1	5	analysis	analysis	NOUN
cana-2814	1	6	issn	issn	NOUN
cana-2814	1	7	:	:	PUNCT
cana-2814	1	8	1074	1074	NUM
cana-2814	1	9	-	-	PUNCT
cana-2814	1	10	133x	133x	NUM
cana-2814	1	11	vol	vol	NOUN
cana-2814	1	12	32	32	NUM
cana-2814	1	13	no	no	NOUN
cana-2814	1	14	.	.	PUNCT
cana-2814	2	1	4s	4s	NUM
cana-2814	2	2	(	(	PUNCT
cana-2814	2	3	2025	2025	NUM
cana-2814	2	4	)	)	PUNCT
cana-2814	2	5	289	289	NUM
cana-2814	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	2	7	integrating	integrate	VERB
cana-2814	2	8	blockchain	blockchain	NOUN
cana-2814	2	9	and	and	CCONJ
cana-2814	2	10	machine	machine	NOUN
cana-2814	2	11	learning	learn	VERB
cana-2814	2	12	with	with	ADP
cana-2814	2	13	6	6	NUM
cana-2814	2	14	g	g	NOUN
cana-2814	2	15	for	for	ADP
cana-2814	2	16	autonomous	autonomous	ADJ
cana-2814	2	17	vehicle	vehicle	NOUN
cana-2814	2	18	communication	communication	NOUN
cana-2814	2	19	:	:	PUNCT
cana-2814	2	20	achieving	achieve	VERB
cana-2814	2	21	secure	secure	ADJ
cana-2814	2	22	,	,	PUNCT
cana-2814	2	23	transparent	transparent	ADJ
cana-2814	2	24	,	,	PUNCT
cana-2814	2	25	and	and	CCONJ
cana-2814	2	26	scalable	scalable	ADJ
cana-2814	2	27	v2x	v2x	NOUN
cana-2814	2	28	networks	network	NOUN
cana-2814	2	29	pannala	pannala	PROPN
cana-2814	2	30	krishna	krishna	PROPN
cana-2814	2	31	murthy1,bathula	murthy1,bathula	X
cana-2814	2	32	gopal2	gopal2	PROPN
cana-2814	2	33	,	,	PUNCT
cana-2814	2	34	s.venkateshwarlu3	s.venkateshwarlu3	PROPN
cana-2814	2	35	,	,	PUNCT
cana-2814	2	36	.	.	PUNCT
cana-2814	3	1	a.	a.	NOUN
cana-2814	3	2	srujana4	srujana4	PROPN
cana-2814	3	3	1.professor	1.professor	NUM
cana-2814	3	4	&	&	CCONJ
cana-2814	3	5	director	director	PROPN
cana-2814	3	6	,	,	PUNCT
cana-2814	3	7	dept	dept	NOUN
cana-2814	3	8	.	.	PROPN
cana-2814	3	9	of	of	ADP
cana-2814	3	10	electrical	electrical	ADJ
cana-2814	3	11	&	&	CCONJ
cana-2814	3	12	electronics	electronic	NOUN
cana-2814	3	13	engg	engg	PROPN
cana-2814	3	14	,	,	PUNCT
cana-2814	3	15	jayaprakash	jayaprakash	PROPN
cana-2814	3	16	narayan	narayan	PROPN
cana-2814	3	17	college	college	PROPN
cana-2814	3	18	of	of	ADP
cana-2814	3	19	engineering	engineering	NOUN
cana-2814	3	20	,	,	PUNCT
cana-2814	3	21	mahabubnagar	mahabubnagar	NOUN
cana-2814	3	22	–	–	PUNCT
cana-2814	3	23	509001	509001	NUM
cana-2814	3	24	,	,	PUNCT
cana-2814	3	25	telangana	telangana	PROPN
cana-2814	3	26	.	.	PUNCT
cana-2814	4	1	krishnamurthy.pannala@gmail.com	krishnamurthy.pannala@gmail.com	X
cana-2814	5	1	2.associate	2.associate	NUM
cana-2814	5	2	professor	professor	NOUN
cana-2814	5	3	,	,	PUNCT
cana-2814	5	4	department	department	NOUN
cana-2814	5	5	of	of	ADP
cana-2814	5	6	electrical	electrical	ADJ
cana-2814	5	7	and	and	CCONJ
cana-2814	5	8	electronics	electronic	NOUN
cana-2814	5	9	engineering	engineering	NOUN
cana-2814	5	10	priyadarshini	priyadarshini	PROPN
cana-2814	5	11	institute	institute	PROPN
cana-2814	5	12	of	of	ADP
cana-2814	5	13	science	science	NOUN
cana-2814	5	14	and	and	CCONJ
cana-2814	5	15	technology	technology	NOUN
cana-2814	5	16	for	for	ADP
cana-2814	5	17	women	woman	NOUN
cana-2814	5	18	,	,	PUNCT
cana-2814	5	19	khammam	khammam	PROPN
cana-2814	5	20	telangana	telangana	PROPN
cana-2814	5	21	.	.	PUNCT
cana-2814	6	1	bgopal49@yahoo.com	bgopal49@yahoo.com	X
cana-2814	6	2	3.professor	3.professor	PROPN
cana-2814	6	3	of	of	ADP
cana-2814	6	4	eee	eee	PROPN
cana-2814	6	5	,	,	PUNCT
cana-2814	6	6	cvr	cvr	NOUN
cana-2814	6	7	college	college	NOUN
cana-2814	6	8	of	of	ADP
cana-2814	6	9	engineering	engineering	PROPN
cana-2814	6	10	,	,	PUNCT
cana-2814	6	11	hyderabad	hyderabad	PROPN
cana-2814	6	12	,	,	PUNCT
cana-2814	6	13	telangana	telangana	PROPN
cana-2814	6	14	.	.	PUNCT
cana-2814	7	1	svip123@gmail.com	svip123@gmail.com	X
cana-2814	8	1	4.professor	4.professor	PROPN
cana-2814	8	2	&	&	CCONJ
cana-2814	8	3	hod	hod	PROPN
cana-2814	8	4	,	,	PUNCT
cana-2814	8	5	dept	dept	PROPN
cana-2814	8	6	.	.	PROPN
cana-2814	8	7	of	of	ADP
cana-2814	8	8	eee	eee	PROPN
cana-2814	8	9	,	,	PUNCT
cana-2814	8	10	vidya	vidya	PROPN
cana-2814	8	11	jyothi	jyothi	PROPN
cana-2814	8	12	institute	institute	PROPN
cana-2814	8	13	of	of	ADP
cana-2814	8	14	technology	technology	PROPN
cana-2814	8	15	,	,	PUNCT
cana-2814	8	16	hyderabad	hyderabad	PROPN
cana-2814	8	17	,	,	PUNCT
cana-2814	8	18	telangana	telangana	PROPN
cana-2814	8	19	.	.	PUNCT
cana-2814	9	1	srujanaa@yahoo.com	srujanaa@yahoo.com	X
cana-2814	9	2	article	article	NOUN
cana-2814	9	3	history	history	NOUN
cana-2814	9	4	:	:	PUNCT
cana-2814	9	5	received	receive	VERB
cana-2814	9	6	:	:	PUNCT
cana-2814	9	7	24	24	NUM
cana-2814	9	8	-	-	PUNCT
cana-2814	9	9	09	09	NUM
cana-2814	9	10	-	-	PUNCT
cana-2814	9	11	2024	2024	NUM
cana-2814	9	12	revised	revise	VERB
cana-2814	9	13	:	:	PUNCT
cana-2814	9	14	26	26	NUM
cana-2814	9	15	-	-	SYM
cana-2814	9	16	11	11	NUM
cana-2814	9	17	-	-	PUNCT
cana-2814	9	18	2024	2024	NUM
cana-2814	9	19	accepted	accept	VERB
cana-2814	9	20	:	:	PUNCT
cana-2814	9	21	06	06	NUM
cana-2814	9	22	-	-	SYM
cana-2814	9	23	12	12	NUM
cana-2814	9	24	-	-	PUNCT
cana-2814	9	25	2024	2024	NUM
cana-2814	9	26	abstract	abstract	NOUN
cana-2814	9	27	:	:	PUNCT
cana-2814	9	28	the	the	DET
cana-2814	9	29	rapid	rapid	ADJ
cana-2814	9	30	evolution	evolution	NOUN
cana-2814	9	31	of	of	ADP
cana-2814	9	32	autonomous	autonomous	ADJ
cana-2814	9	33	vehicle	vehicle	NOUN
cana-2814	9	34	technology	technology	NOUN
cana-2814	9	35	necessitates	necessitate	VERB
cana-2814	9	36	robust	robust	ADJ
cana-2814	9	37	communication	communication	NOUN
cana-2814	9	38	frameworks	framework	NOUN
cana-2814	9	39	to	to	PART
cana-2814	9	40	ensure	ensure	VERB
cana-2814	9	41	safety	safety	NOUN
cana-2814	9	42	,	,	PUNCT
cana-2814	9	43	reliability	reliability	NOUN
cana-2814	9	44	,	,	PUNCT
cana-2814	9	45	and	and	CCONJ
cana-2814	9	46	scalability	scalability	NOUN
cana-2814	9	47	in	in	ADP
cana-2814	9	48	vehicular	vehicular	ADJ
cana-2814	9	49	networks	network	NOUN
cana-2814	9	50	.	.	PUNCT
cana-2814	10	1	blockchain	blockchain	NOUN
cana-2814	10	2	and	and	CCONJ
cana-2814	10	3	machine	machine	NOUN
cana-2814	10	4	learning	learning	NOUN
cana-2814	10	5	technologies	technology	NOUN
cana-2814	10	6	integrated	integrate	VERB
cana-2814	10	7	with	with	ADP
cana-2814	10	8	6	6	NUM
cana-2814	10	9	g	g	NOUN
cana-2814	10	10	networks	network	NOUN
cana-2814	10	11	develop	develop	VERB
cana-2814	10	12	a	a	DET
cana-2814	10	13	secure	secure	ADJ
cana-2814	10	14	,	,	PUNCT
cana-2814	10	15	transparent	transparent	ADJ
cana-2814	10	16	,	,	PUNCT
cana-2814	10	17	and	and	CCONJ
cana-2814	10	18	scalable	scalable	ADJ
cana-2814	10	19	vehicle	vehicle	NOUN
cana-2814	10	20	-	-	PUNCT
cana-2814	10	21	to	to	ADP
cana-2814	10	22	-	-	PUNCT
cana-2814	10	23	everything	everything	PRON
cana-2814	10	24	communication	communication	NOUN
cana-2814	10	25	system	system	NOUN
cana-2814	10	26	.	.	PUNCT
cana-2814	11	1	leveraging	leverage	VERB
cana-2814	11	2	ultralow	ultralow	ADJ
cana-2814	11	3	latency	latency	NOUN
cana-2814	11	4	,	,	PUNCT
cana-2814	11	5	massive	massive	ADJ
cana-2814	11	6	connectivity	connectivity	NOUN
cana-2814	11	7	and	and	CCONJ
cana-2814	11	8	enhanced	enhanced	ADJ
cana-2814	11	9	bandwidth	bandwidth	NOUN
cana-2814	11	10	,	,	PUNCT
cana-2814	11	11	this	this	DET
cana-2814	11	12	framework	framework	NOUN
cana-2814	11	13	addresses	address	NOUN
cana-2814	11	14	challenges	challenge	NOUN
cana-2814	11	15	including	include	VERB
cana-2814	11	16	data	datum	NOUN
cana-2814	11	17	integrity	integrity	NOUN
cana-2814	11	18	,	,	PUNCT
cana-2814	11	19	real	real	ADJ
cana-2814	11	20	-	-	PUNCT
cana-2814	11	21	time	time	NOUN
cana-2814	11	22	decision	decision	NOUN
cana-2814	11	23	making	making	NOUN
cana-2814	11	24	and	and	CCONJ
cana-2814	11	25	network	network	NOUN
cana-2814	11	26	scalability	scalability	NOUN
cana-2814	11	27	.	.	PUNCT
cana-2814	12	1	blockchain	blockchain	PROPN
cana-2814	12	2	ensures	ensure	VERB
cana-2814	12	3	secure	secure	ADJ
cana-2814	12	4	and	and	CCONJ
cana-2814	12	5	tamper	tamper	ADJ
cana-2814	12	6	-	-	ADJ
cana-2814	12	7	proof	proof	ADJ
cana-2814	12	8	data	datum	NOUN
cana-2814	12	9	exchange	exchange	NOUN
cana-2814	12	10	among	among	ADP
cana-2814	12	11	vehicles	vehicle	NOUN
cana-2814	12	12	,	,	PUNCT
cana-2814	12	13	infrastructure	infrastructure	NOUN
cana-2814	12	14	and	and	CCONJ
cana-2814	12	15	edge	edge	NOUN
cana-2814	12	16	devices	device	NOUN
cana-2814	12	17	.	.	PUNCT
cana-2814	13	1	machine	machine	NOUN
cana-2814	13	2	learning	learn	VERB
cana-2814	13	3	algorithms	algorithm	NOUN
cana-2814	13	4	enhance	enhance	VERB
cana-2814	13	5	predictive	predictive	ADJ
cana-2814	13	6	capabilities	capability	NOUN
cana-2814	13	7	for	for	ADP
cana-2814	13	8	route	route	NOUN
cana-2814	13	9	optimization	optimization	NOUN
cana-2814	13	10	,	,	PUNCT
cana-2814	13	11	collision	collision	NOUN
cana-2814	13	12	avoidance	avoidance	NOUN
cana-2814	13	13	and	and	CCONJ
cana-2814	13	14	traffic	traffic	NOUN
cana-2814	13	15	management	management	NOUN
cana-2814	13	16	.	.	PUNCT
cana-2814	14	1	this	this	DET
cana-2814	14	2	synergy	synergy	NOUN
cana-2814	14	3	strengthens	strengthen	VERB
cana-2814	14	4	through	through	ADP
cana-2814	14	5	a	a	DET
cana-2814	14	6	decentralized	decentralize	VERB
cana-2814	14	7	edge	edge	NOUN
cana-2814	14	8	computing	computing	NOUN
cana-2814	14	9	model	model	NOUN
cana-2814	14	10	enabling	enable	VERB
cana-2814	14	11	real	real	ADJ
cana-2814	14	12	-	-	PUNCT
cana-2814	14	13	time	time	NOUN
cana-2814	14	14	data	datum	NOUN
cana-2814	14	15	processing	processing	NOUN
cana-2814	14	16	and	and	CCONJ
cana-2814	14	17	reducing	reduce	VERB
cana-2814	14	18	central	central	ADJ
cana-2814	14	19	network	network	NOUN
cana-2814	14	20	bottlenecks	bottleneck	NOUN
cana-2814	14	21	.	.	PUNCT
cana-2814	15	1	experimental	experimental	ADJ
cana-2814	15	2	evaluations	evaluation	NOUN
cana-2814	15	3	on	on	ADP
cana-2814	15	4	a	a	DET
cana-2814	15	5	simulated	simulate	VERB
cana-2814	15	6	6g	6g	NOUN
cana-2814	15	7	-	-	PUNCT
cana-2814	15	8	v2x	v2x	NOUN
cana-2814	15	9	testbed	testbe	VERB
cana-2814	15	10	demonstrate	demonstrate	VERB
cana-2814	15	11	significant	significant	ADJ
cana-2814	15	12	improvements	improvement	NOUN
cana-2814	15	13	in	in	ADP
cana-2814	15	14	network	network	NOUN
cana-2814	15	15	performance	performance	NOUN
cana-2814	15	16	,	,	PUNCT
cana-2814	15	17	security	security	NOUN
cana-2814	15	18	metrics	metric	NOUN
cana-2814	15	19	and	and	CCONJ
cana-2814	15	20	decision	decision	NOUN
cana-2814	15	21	making	making	NOUN
cana-2814	15	22	accuracy	accuracy	NOUN
cana-2814	15	23	compared	compare	VERB
cana-2814	15	24	to	to	ADP
cana-2814	15	25	traditional	traditional	ADJ
cana-2814	15	26	frameworks	framework	NOUN
cana-2814	15	27	.	.	PUNCT
cana-2814	16	1	this	this	PRON
cana-2814	16	2	establishes	establish	VERB
cana-2814	16	3	a	a	DET
cana-2814	16	4	foundational	foundational	ADJ
cana-2814	16	5	approach	approach	NOUN
cana-2814	16	6	achieving	achieve	VERB
cana-2814	16	7	trust	trust	NOUN
cana-2814	16	8	,	,	PUNCT
cana-2814	16	9	transparency	transparency	NOUN
cana-2814	16	10	and	and	CCONJ
cana-2814	16	11	scalability	scalability	NOUN
cana-2814	16	12	in	in	ADP
cana-2814	16	13	next	next	ADJ
cana-2814	16	14	generation	generation	NOUN
cana-2814	16	15	autonomous	autonomous	ADJ
cana-2814	16	16	vehicle	vehicle	NOUN
cana-2814	16	17	networks	network	NOUN
cana-2814	16	18	.	.	PUNCT
cana-2814	17	1	insights	insight	NOUN
cana-2814	17	2	provide	provide	VERB
cana-2814	17	3	for	for	ADP
cana-2814	17	4	future	future	ADJ
cana-2814	17	5	deployments	deployment	NOUN
cana-2814	17	6	in	in	ADP
cana-2814	17	7	intelligent	intelligent	ADJ
cana-2814	17	8	,	,	PUNCT
cana-2814	17	9	secure	secure	ADJ
cana-2814	17	10	and	and	CCONJ
cana-2814	17	11	efficient	efficient	ADJ
cana-2814	17	12	transportation	transportation	NOUN
cana-2814	17	13	ecosystems	ecosystem	NOUN
cana-2814	17	14	and	and	CCONJ
cana-2814	17	15	smart	smart	ADJ
cana-2814	17	16	cities	city	NOUN
cana-2814	17	17	.	.	PUNCT
cana-2814	18	1	the	the	DET
cana-2814	18	2	proposed	propose	VERB
cana-2814	18	3	system	system	NOUN
cana-2814	18	4	serves	serve	VERB
cana-2814	18	5	as	as	ADP
cana-2814	18	6	a	a	DET
cana-2814	18	7	pivotal	pivotal	ADJ
cana-2814	18	8	step	step	NOUN
cana-2814	18	9	towards	towards	ADP
cana-2814	18	10	realizing	realize	VERB
cana-2814	18	11	communication	communication	NOUN
cana-2814	18	12	infrastructures	infrastructure	NOUN
cana-2814	18	13	aligning	align	VERB
cana-2814	18	14	with	with	ADP
cana-2814	18	15	emerging	emerge	VERB
cana-2814	18	16	demands	demand	NOUN
cana-2814	18	17	.	.	PUNCT
cana-2814	19	1	keywords	keyword	NOUN
cana-2814	19	2	:	:	PUNCT
cana-2814	19	3	autonomous	autonomous	ADJ
cana-2814	19	4	,	,	PUNCT
cana-2814	19	5	blockchain	blockchain	PROPN
cana-2814	19	6	,	,	PUNCT
cana-2814	19	7	framework	framework	NOUN
cana-2814	19	8	,	,	PUNCT
cana-2814	19	9	communication	communication	NOUN
cana-2814	19	10	,	,	PUNCT
cana-2814	19	11	secure	secure	ADJ
cana-2814	19	12	,	,	PUNCT
cana-2814	19	13	networks	network	NOUN
cana-2814	19	14	.	.	PUNCT
cana-2814	20	1	1	1	X
cana-2814	20	2	.	.	X
cana-2814	20	3	introduction	introduction	NOUN
cana-2814	20	4	technology	technology	NOUN
cana-2814	20	5	surrounding	surround	VERB
cana-2814	20	6	autonomous	autonomous	ADJ
cana-2814	20	7	vehicles	vehicle	NOUN
cana-2814	20	8	is	be	AUX
cana-2814	20	9	transforming	transform	VERB
cana-2814	20	10	the	the	DET
cana-2814	20	11	landscape	landscape	NOUN
cana-2814	20	12	of	of	ADP
cana-2814	20	13	contemporary	contemporary	ADJ
cana-2814	20	14	transportation	transportation	NOUN
cana-2814	20	15	systems	system	NOUN
cana-2814	20	16	at	at	ADP
cana-2814	20	17	an	an	DET
cana-2814	20	18	unprecedented	unprecedented	ADJ
cana-2814	20	19	pace	pace	NOUN
cana-2814	20	20	.	.	PUNCT
cana-2814	21	1	with	with	ADP
cana-2814	21	2	advanced	advanced	ADJ
cana-2814	21	3	levels	level	NOUN
cana-2814	21	4	of	of	ADP
cana-2814	21	5	vehicle	vehicle	NOUN
cana-2814	21	6	autonomy	autonomy	NOUN
cana-2814	21	7	,	,	PUNCT
cana-2814	21	8	the	the	DET
cana-2814	21	9	demand	demand	NOUN
cana-2814	21	10	for	for	ADP
cana-2814	21	11	real	real	ADJ
cana-2814	21	12	-	-	PUNCT
cana-2814	21	13	time	time	NOUN
cana-2814	21	14	,	,	PUNCT
cana-2814	21	15	secure	secure	ADJ
cana-2814	21	16	,	,	PUNCT
cana-2814	21	17	and	and	CCONJ
cana-2814	21	18	intelligent	intelligent	ADJ
cana-2814	21	19	communication	communication	NOUN
cana-2814	21	20	frameworks	framework	NOUN
cana-2814	21	21	is	be	AUX
cana-2814	21	22	proving	prove	VERB
cana-2814	21	23	key	key	ADJ
cana-2814	21	24	.	.	PUNCT
cana-2814	22	1	a	a	DET
cana-2814	22	2	major	major	ADJ
cana-2814	22	3	enabler	enabler	NOUN
cana-2814	22	4	of	of	ADP
cana-2814	22	5	this	this	DET
cana-2814	22	6	transition	transition	NOUN
cana-2814	22	7	is	be	AUX
cana-2814	22	8	the	the	DET
cana-2814	22	9	use	use	NOUN
cana-2814	22	10	of	of	ADP
cana-2814	22	11	vehicle	vehicle	NOUN
cana-2814	22	12	-	-	PUNCT
cana-2814	22	13	to	to	ADP
cana-2814	22	14	-	-	PUNCT
cana-2814	22	15	everything	everything	PRON
cana-2814	22	16	(	(	PUNCT
cana-2814	22	17	v2x	v2x	NOUN
cana-2814	22	18	)	)	PUNCT
cana-2814	22	19	communication	communication	NOUN
cana-2814	22	20	,	,	PUNCT
cana-2814	22	21	enabling	enable	VERB
cana-2814	22	22	real	real	ADJ
cana-2814	22	23	-	-	PUNCT
cana-2814	22	24	time	time	NOUN
cana-2814	22	25	communication	communication	NOUN
cana-2814	22	26	between	between	ADP
cana-2814	22	27	autonomous	autonomous	ADJ
cana-2814	22	28	vehicles	vehicle	NOUN
cana-2814	22	29	(	(	PUNCT
cana-2814	22	30	avs	avs	PROPN
cana-2814	22	31	)	)	PUNCT
cana-2814	22	32	,	,	PUNCT
cana-2814	22	33	infrastructure	infrastructure	NOUN
cana-2814	22	34	,	,	PUNCT
cana-2814	22	35	pedestrians	pedestrian	NOUN
cana-2814	22	36	,	,	PUNCT
cana-2814	22	37	and	and	CCONJ
cana-2814	22	38	other	other	ADJ
cana-2814	22	39	edge	edge	NOUN
cana-2814	22	40	devices	device	NOUN
cana-2814	22	41	.	.	PUNCT
cana-2814	23	1	the	the	DET
cana-2814	23	2	convergence	convergence	NOUN
cana-2814	23	3	of	of	ADP
cana-2814	23	4	cutting	cut	VERB
cana-2814	23	5	-	-	PUNCT
cana-2814	23	6	edge	edge	NOUN
cana-2814	23	7	technologies	technology	NOUN
cana-2814	23	8	like	like	ADP
cana-2814	23	9	blockchain	blockchain	NOUN
cana-2814	23	10	,	,	PUNCT
cana-2814	23	11	machine	machine	NOUN
cana-2814	23	12	learning	learning	NOUN
cana-2814	23	13	(	(	PUNCT
cana-2814	23	14	ml	ml	NOUN
cana-2814	23	15	)	)	PUNCT
cana-2814	23	16	,	,	PUNCT
cana-2814	23	17	and	and	CCONJ
cana-2814	23	18	6	6	NUM
cana-2814	23	19	g	g	NOUN
cana-2814	23	20	networks	network	NOUN
cana-2814	23	21	has	have	VERB
cana-2814	23	22	the	the	DET
cana-2814	23	23	power	power	NOUN
cana-2814	23	24	to	to	PART
cana-2814	23	25	provide	provide	VERB
cana-2814	23	26	solutions	solution	NOUN
cana-2814	23	27	to	to	ADP
cana-2814	23	28	the	the	DET
cana-2814	23	29	significant	significant	ADJ
cana-2814	23	30	challenges	challenge	NOUN
cana-2814	23	31	faced	face	VERB
cana-2814	23	32	by	by	ADP
cana-2814	23	33	autonomous	autonomous	ADJ
cana-2814	23	34	cars	car	NOUN
cana-2814	23	35	,	,	PUNCT
cana-2814	23	36	such	such	ADJ
cana-2814	23	37	as	as	ADP
cana-2814	23	38	security	security	NOUN
cana-2814	23	39	,	,	PUNCT
cana-2814	23	40	transparency	transparency	NOUN
cana-2814	23	41	,	,	PUNCT
cana-2814	23	42	data	datum	NOUN
cana-2814	23	43	integrity	integrity	NOUN
cana-2814	23	44	,	,	PUNCT
cana-2814	23	45	scalability	scalability	NOUN
cana-2814	23	46	,	,	PUNCT
cana-2814	23	47	and	and	CCONJ
cana-2814	23	48	real	real	ADJ
cana-2814	23	49	-	-	PUNCT
cana-2814	23	50	time	time	NOUN
cana-2814	23	51	decision	decision	NOUN
cana-2814	23	52	-	-	PUNCT
cana-2814	23	53	making	making	NOUN
cana-2814	23	54	.	.	PUNCT
cana-2814	24	1	those	those	DET
cana-2814	24	2	cutting	cut	VERB
cana-2814	24	3	-	-	PUNCT
cana-2814	24	4	edge	edge	NOUN
cana-2814	24	5	technologies	technology	NOUN
cana-2814	24	6	that	that	PRON
cana-2814	24	7	are	be	AUX
cana-2814	24	8	guaranteed	guarantee	VERB
cana-2814	24	9	to	to	PART
cana-2814	24	10	change	change	VERB
cana-2814	24	11	or	or	CCONJ
cana-2814	24	12	improve	improve	VERB
cana-2814	24	13	v2x	v2x	VERB
cana-2814	24	14	communication	communication	NOUN
cana-2814	24	15	systems	system	NOUN
cana-2814	24	16	such	such	ADJ
cana-2814	24	17	as	as	ADP
cana-2814	24	18	ai	ai	NOUN
cana-2814	24	19	,	,	PUNCT
cana-2814	24	20	dynamic	dynamic	ADJ
cana-2814	24	21	traffic	traffic	NOUN
cana-2814	24	22	state	state	NOUN
cana-2814	24	23	estimation	estimation	NOUN
cana-2814	24	24	,	,	PUNCT
cana-2814	24	25	dynamic	dynamic	ADJ
cana-2814	24	26	traffic	traffic	NOUN
cana-2814	24	27	assignment	assignment	NOUN
cana-2814	24	28	(	(	PUNCT
cana-2814	24	29	dta	dta	PROPN
cana-2814	24	30	)	)	PUNCT
cana-2814	24	31	methods[1	methods[1	NOUN
cana-2814	24	32	]	]	X
cana-2814	24	33	.	.	PUNCT
cana-2814	25	1	the	the	DET
cana-2814	25	2	exponentially	exponentially	ADV
cana-2814	25	3	growing	grow	VERB
cana-2814	25	4	transportation	transportation	NOUN
cana-2814	25	5	ecosystem	ecosystem	NOUN
cana-2814	25	6	demands	demand	VERB
cana-2814	25	7	next	next	ADJ
cana-2814	25	8	-	-	PUNCT
cana-2814	25	9	generation	generation	NOUN
cana-2814	25	10	availability	availability	NOUN
cana-2814	25	11	of	of	ADP
cana-2814	25	12	communication	communication	NOUN
cana-2814	25	13	networks	network	NOUN
cana-2814	25	14	.	.	PUNCT
cana-2814	26	1	autonomous	autonomous	ADJ
cana-2814	26	2	vehicles	vehicle	NOUN
cana-2814	26	3	need	need	VERB
cana-2814	26	4	real	real	ADJ
cana-2814	26	5	-	-	PUNCT
cana-2814	26	6	time	time	NOUN
cana-2814	26	7	data	datum	NOUN
cana-2814	26	8	sharing	sharing	NOUN
cana-2814	26	9	among	among	ADP
cana-2814	26	10	vehicles	vehicle	NOUN
cana-2814	26	11	,	,	PUNCT
cana-2814	26	12	communications	communication	NOUN
cana-2814	26	13	on	on	ADP
cana-2814	26	14	applied	apply	VERB
cana-2814	26	15	nonlinear	nonlinear	ADJ
cana-2814	26	16	analysis	analysis	NOUN
cana-2814	26	17	issn	issn	NOUN
cana-2814	26	18	:	:	PUNCT
cana-2814	26	19	1074	1074	NUM
cana-2814	26	20	-	-	PUNCT
cana-2814	26	21	133x	133x	NUM
cana-2814	26	22	vol	vol	NOUN
cana-2814	26	23	32	32	NUM
cana-2814	26	24	no	no	NOUN
cana-2814	26	25	.	.	PUNCT
cana-2814	27	1	4s	4s	NUM
cana-2814	27	2	(	(	PUNCT
cana-2814	27	3	2025	2025	NUM
cana-2814	27	4	)	)	PUNCT
cana-2814	27	5	290	290	NUM
cana-2814	27	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	27	7	infrastructure	infrastructure	NOUN
cana-2814	27	8	,	,	PUNCT
cana-2814	27	9	sensors	sensor	NOUN
cana-2814	27	10	,	,	PUNCT
cana-2814	27	11	and	and	CCONJ
cana-2814	27	12	other	other	ADJ
cana-2814	27	13	entities	entity	NOUN
cana-2814	27	14	.	.	PUNCT
cana-2814	28	1	this	this	DET
cana-2814	28	2	data	datum	NOUN
cana-2814	28	3	also	also	ADV
cana-2814	28	4	covers	cover	VERB
cana-2814	28	5	essential	essential	ADJ
cana-2814	28	6	information	information	NOUN
cana-2814	28	7	like	like	ADP
cana-2814	28	8	road	road	NOUN
cana-2814	28	9	hazards	hazard	NOUN
cana-2814	28	10	,	,	PUNCT
cana-2814	28	11	vehicle	vehicle	NOUN
cana-2814	28	12	health	health	NOUN
cana-2814	28	13	,	,	PUNCT
cana-2814	28	14	traffic	traffic	NOUN
cana-2814	28	15	conditions	condition	NOUN
cana-2814	28	16	,	,	PUNCT
cana-2814	28	17	and	and	CCONJ
cana-2814	28	18	driving	driving	NOUN
cana-2814	28	19	decisions	decision	NOUN
cana-2814	28	20	.	.	PUNCT
cana-2814	29	1	as	as	ADP
cana-2814	29	2	the	the	DET
cana-2814	29	3	number	number	NOUN
cana-2814	29	4	of	of	ADP
cana-2814	29	5	autonomous	autonomous	ADJ
cana-2814	29	6	vehicles	vehicle	NOUN
cana-2814	29	7	on	on	ADP
cana-2814	29	8	the	the	DET
cana-2814	29	9	road	road	NOUN
cana-2814	29	10	increases	increase	NOUN
cana-2814	29	11	,	,	PUNCT
cana-2814	29	12	traditional	traditional	ADJ
cana-2814	29	13	communication	communication	NOUN
cana-2814	29	14	systems	system	NOUN
cana-2814	29	15	may	may	AUX
cana-2814	29	16	not	not	PART
cana-2814	29	17	have	have	VERB
cana-2814	29	18	the	the	DET
cana-2814	29	19	capability	capability	NOUN
cana-2814	29	20	to	to	PART
cana-2814	29	21	handle	handle	VERB
cana-2814	29	22	the	the	DET
cana-2814	29	23	excessive	excessive	ADJ
cana-2814	29	24	data	datum	NOUN
cana-2814	29	25	traffic	traffic	NOUN
cana-2814	29	26	,	,	PUNCT
cana-2814	29	27	which	which	PRON
cana-2814	29	28	could	could	AUX
cana-2814	29	29	lead	lead	VERB
cana-2814	29	30	to	to	ADP
cana-2814	29	31	delays	delay	NOUN
cana-2814	29	32	,	,	PUNCT
cana-2814	29	33	reduced	reduce	VERB
cana-2814	29	34	reliability	reliability	NOUN
cana-2814	29	35	,	,	PUNCT
cana-2814	29	36	and	and	CCONJ
cana-2814	29	37	security	security	NOUN
cana-2814	29	38	vulnerabilities	vulnerability	NOUN
cana-2814	29	39	.	.	PUNCT
cana-2814	30	1	hence	hence	ADV
cana-2814	30	2	,	,	PUNCT
cana-2814	30	3	we	we	PRON
cana-2814	30	4	need	need	VERB
cana-2814	30	5	a	a	DET
cana-2814	30	6	communication	communication	NOUN
cana-2814	30	7	framework	framework	NOUN
cana-2814	30	8	that	that	PRON
cana-2814	30	9	would	would	AUX
cana-2814	30	10	support	support	VERB
cana-2814	30	11	high	high	ADJ
cana-2814	30	12	volume	volume	NOUN
cana-2814	30	13	of	of	ADP
cana-2814	30	14	data	datum	NOUN
cana-2814	30	15	with	with	ADP
cana-2814	30	16	ultra	ultra	ADJ
cana-2814	30	17	-	-	ADJ
cana-2814	30	18	low	low	ADJ
cana-2814	30	19	latency	latency	NOUN
cana-2814	30	20	and	and	CCONJ
cana-2814	30	21	high	high	ADJ
cana-2814	30	22	reliability	reliability	NOUN
cana-2814	30	23	and	and	CCONJ
cana-2814	30	24	provide	provide	VERB
cana-2814	30	25	sufficient	sufficient	ADJ
cana-2814	30	26	security	security	NOUN
cana-2814	30	27	to	to	PART
cana-2814	30	28	protect	protect	VERB
cana-2814	30	29	information	information	NOUN
cana-2814	30	30	with	with	ADP
cana-2814	30	31	all	all	DET
cana-2814	30	32	that	that	DET
cana-2814	30	33	sensitivity	sensitivity	NOUN
cana-2814	30	34	involved	involve	VERB
cana-2814	30	35	.	.	PUNCT
cana-2814	31	1	in	in	ADP
cana-2814	31	2	this	this	DET
cana-2814	31	3	context	context	NOUN
cana-2814	31	4	,	,	PUNCT
cana-2814	31	5	the	the	DET
cana-2814	31	6	architecture	architecture	NOUN
cana-2814	31	7	of	of	ADP
cana-2814	31	8	the	the	DET
cana-2814	31	9	network	network	NOUN
cana-2814	31	10	corresponding	correspond	VERB
cana-2814	31	11	to	to	ADP
cana-2814	31	12	the	the	DET
cana-2814	31	13	sixth	sixth	ADJ
cana-2814	31	14	generation	generation	NOUN
cana-2814	31	15	(	(	PUNCT
cana-2814	31	16	6	6	NUM
cana-2814	31	17	g	g	NOUN
cana-2814	31	18	)	)	PUNCT
cana-2814	31	19	network	network	NOUN
cana-2814	31	20	comes	come	VERB
cana-2814	31	21	forward	forward	ADV
cana-2814	31	22	as	as	ADP
cana-2814	31	23	a	a	DET
cana-2814	31	24	viable	viable	ADJ
cana-2814	31	25	solution	solution	NOUN
cana-2814	31	26	for	for	ADP
cana-2814	31	27	next	next	ADJ
cana-2814	31	28	generation	generation	NOUN
cana-2814	31	29	vehicle	vehicle	NOUN
cana-2814	31	30	to	to	ADP
cana-2814	31	31	everything	everything	PRON
cana-2814	31	32	(	(	PUNCT
cana-2814	31	33	v2x	v2x	NOUN
cana-2814	31	34	)	)	PUNCT
cana-2814	31	35	communications	communication	NOUN
cana-2814	31	36	.	.	PUNCT
cana-2814	32	1	with	with	ADP
cana-2814	32	2	ultra	ultra	ADJ
cana-2814	32	3	-	-	ADJ
cana-2814	32	4	fast	fast	ADJ
cana-2814	32	5	data	datum	NOUN
cana-2814	32	6	speeds	speed	NOUN
cana-2814	32	7	,	,	PUNCT
cana-2814	32	8	ultra	ultra	ADJ
cana-2814	32	9	-	-	ADJ
cana-2814	32	10	low	low	ADJ
cana-2814	32	11	latency	latency	NOUN
cana-2814	32	12	,	,	PUNCT
cana-2814	32	13	high	high	ADJ
cana-2814	32	14	bandwidth	bandwidth	NOUN
cana-2814	32	15	,	,	PUNCT
cana-2814	32	16	and	and	CCONJ
cana-2814	32	17	ubiquitous	ubiquitous	ADJ
cana-2814	32	18	connectivity	connectivity	NOUN
cana-2814	32	19	,	,	PUNCT
cana-2814	32	20	6	6	NUM
cana-2814	32	21	g	g	NOUN
cana-2814	32	22	networks	network	NOUN
cana-2814	32	23	are	be	AUX
cana-2814	32	24	expected	expect	VERB
cana-2814	32	25	to	to	PART
cana-2814	32	26	deliver	deliver	VERB
cana-2814	32	27	.	.	PUNCT
cana-2814	33	1	notably	notably	ADV
cana-2814	33	2	,	,	PUNCT
cana-2814	33	3	these	these	DET
cana-2814	33	4	characteristics	characteristic	NOUN
cana-2814	33	5	are	be	AUX
cana-2814	33	6	critical	critical	ADJ
cana-2814	33	7	for	for	ADP
cana-2814	33	8	autonomous	autonomous	ADJ
cana-2814	33	9	vehicles	vehicle	NOUN
cana-2814	33	10	,	,	PUNCT
cana-2814	33	11	which	which	PRON
cana-2814	33	12	need	need	VERB
cana-2814	33	13	to	to	PART
cana-2814	33	14	communicate	communicate	VERB
cana-2814	33	15	with	with	ADP
cana-2814	33	16	other	other	ADJ
cana-2814	33	17	vehicles	vehicle	NOUN
cana-2814	33	18	and	and	CCONJ
cana-2814	33	19	infrastructure	infrastructure	NOUN
cana-2814	33	20	in	in	ADP
cana-2814	33	21	nanosecondly	nanosecondly	ADV
cana-2814	33	22	and	and	CCONJ
cana-2814	33	23	24/7	24/7	NOUN
cana-2814	33	24	to	to	PART
cana-2814	33	25	ensure	ensure	VERB
cana-2814	33	26	safety	safety	NOUN
cana-2814	33	27	and	and	CCONJ
cana-2814	33	28	operational	operational	ADJ
cana-2814	33	29	efficiency[2	efficiency[2	PROPN
cana-2814	33	30	]	]	PUNCT
cana-2814	33	31	.	.	PUNCT
cana-2814	34	1	transitioning	transition	VERB
cana-2814	34	2	from	from	ADP
cana-2814	34	3	5	5	NUM
cana-2814	34	4	g	g	NOUN
cana-2814	34	5	to	to	ADP
cana-2814	34	6	6	6	NUM
cana-2814	34	7	g	g	NOUN
cana-2814	34	8	will	will	AUX
cana-2814	34	9	not	not	PART
cana-2814	34	10	only	only	ADV
cana-2814	34	11	provide	provide	VERB
cana-2814	34	12	faster	fast	ADJ
cana-2814	34	13	connectivity	connectivity	NOUN
cana-2814	34	14	for	for	ADP
cana-2814	34	15	communication	communication	NOUN
cana-2814	34	16	and	and	CCONJ
cana-2814	34	17	control	control	NOUN
cana-2814	34	18	,	,	PUNCT
cana-2814	34	19	but	but	CCONJ
cana-2814	34	20	will	will	AUX
cana-2814	34	21	enable	enable	VERB
cana-2814	34	22	big	big	ADJ
cana-2814	34	23	data	datum	NOUN
cana-2814	34	24	transport	transport	NOUN
cana-2814	34	25	and	and	CCONJ
cana-2814	34	26	fusion	fusion	NOUN
cana-2814	34	27	,	,	PUNCT
cana-2814	34	28	and	and	CCONJ
cana-2814	34	29	gradually	gradually	ADV
cana-2814	34	30	integrate	integrate	VERB
cana-2814	34	31	6	6	NUM
cana-2814	34	32	g	g	NOUN
cana-2814	34	33	and	and	CCONJ
cana-2814	34	34	ai	ai	VERB
cana-2814	34	35	capabilities	capability	NOUN
cana-2814	34	36	for	for	ADP
cana-2814	34	37	high	high	ADJ
cana-2814	34	38	-	-	PUNCT
cana-2814	34	39	level	level	NOUN
cana-2814	34	40	operations	operation	NOUN
cana-2814	34	41	of	of	ADP
cana-2814	34	42	intelligent	intelligent	ADJ
cana-2814	34	43	highway	highway	NOUN
cana-2814	34	44	systems	system	NOUN
cana-2814	34	45	,	,	PUNCT
cana-2814	34	46	including	include	VERB
cana-2814	34	47	complex	complex	ADJ
cana-2814	34	48	decision	decision	NOUN
cana-2814	34	49	-	-	PUNCT
cana-2814	34	50	making	make	VERB
cana-2814	34	51	decisions	decision	NOUN
cana-2814	34	52	.	.	PUNCT
cana-2814	35	1	but	but	CCONJ
cana-2814	35	2	the	the	DET
cana-2814	35	3	sheer	sheer	ADJ
cana-2814	35	4	volume	volume	NOUN
cana-2814	35	5	of	of	ADP
cana-2814	35	6	connected	connected	ADJ
cana-2814	35	7	cars	car	NOUN
cana-2814	35	8	and	and	CCONJ
cana-2814	35	9	freeway	freeway	NOUN
cana-2814	35	10	appliances	appliance	NOUN
cana-2814	35	11	in	in	ADP
cana-2814	35	12	future	future	ADJ
cana-2814	35	13	transport	transport	NOUN
cana-2814	35	14	regime	regime	NOUN
cana-2814	35	15	presents	present	VERB
cana-2814	35	16	serious	serious	ADJ
cana-2814	35	17	security	security	NOUN
cana-2814	35	18	and	and	CCONJ
cana-2814	35	19	data	datum	NOUN
cana-2814	35	20	integrity	integrity	NOUN
cana-2814	35	21	challenges[3	challenges[3	PROPN
cana-2814	35	22	]	]	X
cana-2814	35	23	.	.	PUNCT
cana-2814	36	1	connecting	connect	VERB
cana-2814	36	2	cars	car	NOUN
cana-2814	36	3	,	,	PUNCT
cana-2814	36	4	however	however	ADV
cana-2814	36	5	,	,	PUNCT
cana-2814	36	6	rely	rely	VERB
cana-2814	36	7	on	on	ADP
cana-2814	36	8	accurate	accurate	ADJ
cana-2814	36	9	and	and	CCONJ
cana-2814	36	10	live	live	VERB
cana-2814	36	11	information	information	NOUN
cana-2814	36	12	to	to	PART
cana-2814	36	13	make	make	VERB
cana-2814	36	14	vital	vital	ADJ
cana-2814	36	15	decisions	decision	NOUN
cana-2814	36	16	like	like	ADP
cana-2814	36	17	route	route	NOUN
cana-2814	36	18	planning	planning	NOUN
cana-2814	36	19	,	,	PUNCT
cana-2814	36	20	collision	collision	NOUN
cana-2814	36	21	detection	detection	NOUN
cana-2814	36	22	,	,	PUNCT
cana-2814	36	23	and	and	CCONJ
cana-2814	36	24	active	active	ADJ
cana-2814	36	25	traffic	traffic	NOUN
cana-2814	36	26	control	control	NOUN
cana-2814	36	27	.	.	PUNCT
cana-2814	37	1	so	so	ADV
cana-2814	37	2	potential	potential	ADJ
cana-2814	37	3	malicious	malicious	ADJ
cana-2814	37	4	attacks	attack	NOUN
cana-2814	37	5	,	,	PUNCT
cana-2814	37	6	data	datum	NOUN
cana-2814	37	7	issues	issue	NOUN
cana-2814	37	8	and	and	CCONJ
cana-2814	37	9	an	an	DET
cana-2814	37	10	ingression	ingression	NOUN
cana-2814	37	11	in	in	ADP
cana-2814	37	12	the	the	DET
cana-2814	37	13	network	network	NOUN
cana-2814	37	14	interference	interference	NOUN
cana-2814	37	15	,	,	PUNCT
cana-2814	37	16	is	be	AUX
cana-2814	37	17	the	the	DET
cana-2814	37	18	biggest	big	ADJ
cana-2814	37	19	threat	threat	NOUN
cana-2814	37	20	for	for	ADP
cana-2814	37	21	secure	secure	ADJ
cana-2814	37	22	functioning	functioning	NOUN
cana-2814	37	23	of	of	ADP
cana-2814	37	24	avs	avs	PROPN
cana-2814	37	25	.	.	PUNCT
cana-2814	38	1	such	such	ADJ
cana-2814	38	2	attacks	attack	NOUN
cana-2814	38	3	are	be	AUX
cana-2814	38	4	common	common	ADJ
cana-2814	38	5	for	for	ADP
cana-2814	38	6	conventional	conventional	ADJ
cana-2814	38	7	centralized	centralize	VERB
cana-2814	38	8	systems	system	NOUN
cana-2814	38	9	that	that	PRON
cana-2814	38	10	depend	depend	VERB
cana-2814	38	11	on	on	ADP
cana-2814	38	12	a	a	DET
cana-2814	38	13	central	central	ADJ
cana-2814	38	14	server	server	NOUN
cana-2814	38	15	,	,	PUNCT
cana-2814	38	16	storing	store	VERB
cana-2814	38	17	and	and	CCONJ
cana-2814	38	18	processing	process	VERB
cana-2814	38	19	all	all	DET
cana-2814	38	20	data	datum	NOUN
cana-2814	38	21	.	.	PUNCT
cana-2814	39	1	centralized	centralized	ADJ
cana-2814	39	2	systems	system	NOUN
cana-2814	39	3	are	be	AUX
cana-2814	39	4	susceptible	susceptible	ADJ
cana-2814	39	5	to	to	ADP
cana-2814	39	6	compromises	compromise	NOUN
cana-2814	39	7	where	where	SCONJ
cana-2814	39	8	all	all	DET
cana-2814	39	9	the	the	DET
cana-2814	39	10	data	data	NOUN
cana-2814	39	11	is	be	AUX
cana-2814	39	12	stored	store	VERB
cana-2814	39	13	in	in	ADP
cana-2814	39	14	a	a	DET
cana-2814	39	15	central	central	ADJ
cana-2814	39	16	server	server	NOUN
cana-2814	39	17	.	.	PUNCT
cana-2814	40	1	if	if	SCONJ
cana-2814	40	2	the	the	DET
cana-2814	40	3	server	server	NOUN
cana-2814	40	4	is	be	AUX
cana-2814	40	5	hacked	hack	VERB
cana-2814	40	6	,	,	PUNCT
cana-2814	40	7	the	the	DET
cana-2814	40	8	entire	entire	ADJ
cana-2814	40	9	network	network	NOUN
cana-2814	40	10	can	can	AUX
cana-2814	40	11	crash	crash	VERB
cana-2814	40	12	causing	cause	VERB
cana-2814	40	13	devastation[4,5	devastation[4,5	NOUN
cana-2814	40	14	]	]	PUNCT
cana-2814	40	15	.	.	PUNCT
cana-2814	41	1	this	this	DET
cana-2814	41	2	challenge	challenge	NOUN
cana-2814	41	3	will	will	AUX
cana-2814	41	4	find	find	VERB
cana-2814	41	5	a	a	DET
cana-2814	41	6	strong	strong	ADJ
cana-2814	41	7	solution	solution	NOUN
cana-2814	41	8	in	in	ADP
cana-2814	41	9	blockchain	blockchain	PROPN
cana-2814	41	10	technology	technology	PROPN
cana-2814	41	11	,	,	PUNCT
cana-2814	41	12	blockchain	blockchain	PROPN
cana-2814	41	13	is	be	AUX
cana-2814	41	14	a	a	DET
cana-2814	41	15	type	type	NOUN
cana-2814	41	16	of	of	ADP
cana-2814	41	17	distributed	distribute	VERB
cana-2814	41	18	ledger	ledger	NOUN
cana-2814	41	19	technology	technology	NOUN
cana-2814	41	20	that	that	PRON
cana-2814	41	21	enables	enable	VERB
cana-2814	41	22	a	a	DET
cana-2814	41	23	secure	secure	ADJ
cana-2814	41	24	method	method	NOUN
cana-2814	41	25	to	to	PART
cana-2814	41	26	record	record	NOUN
cana-2814	41	27	transactions	transaction	NOUN
cana-2814	41	28	.	.	PUNCT
cana-2814	42	1	through	through	ADP
cana-2814	42	2	the	the	DET
cana-2814	42	3	adoption	adoption	NOUN
cana-2814	42	4	of	of	ADP
cana-2814	42	5	blockchain	blockchain	PROPN
cana-2814	42	6	technology	technology	PROPN
cana-2814	42	7	in	in	ADP
cana-2814	42	8	v2x	v2x	NOUN
cana-2814	42	9	,	,	PUNCT
cana-2814	42	10	data	datum	NOUN
cana-2814	42	11	sharing	sharing	NOUN
cana-2814	42	12	between	between	ADP
cana-2814	42	13	vehicles	vehicle	NOUN
cana-2814	42	14	,	,	PUNCT
cana-2814	42	15	infrastructure	infrastructure	NOUN
cana-2814	42	16	,	,	PUNCT
cana-2814	42	17	and	and	CCONJ
cana-2814	42	18	edge	edge	NOUN
cana-2814	42	19	settings	setting	NOUN
cana-2814	42	20	can	can	AUX
cana-2814	42	21	occur	occur	VERB
cana-2814	42	22	without	without	ADP
cana-2814	42	23	entity	entity	NOUN
cana-2814	42	24	fault	fault	NOUN
cana-2814	42	25	within	within	ADP
cana-2814	42	26	a	a	DET
cana-2814	42	27	centralized	centralized	ADJ
cana-2814	42	28	authority	authority	NOUN
cana-2814	42	29	.	.	PUNCT
cana-2814	43	1	every	every	DET
cana-2814	43	2	transaction	transaction	NOUN
cana-2814	43	3	or	or	CCONJ
cana-2814	43	4	data	datum	NOUN
cana-2814	43	5	exchange	exchange	NOUN
cana-2814	43	6	is	be	AUX
cana-2814	43	7	documented	document	VERB
cana-2814	43	8	in	in	ADP
cana-2814	43	9	a	a	DET
cana-2814	43	10	decentralized	decentralized	ADJ
cana-2814	43	11	blockchain	blockchain	NOUN
cana-2814	43	12	,	,	PUNCT
cana-2814	43	13	preventing	prevent	VERB
cana-2814	43	14	modification	modification	NOUN
cana-2814	43	15	or	or	CCONJ
cana-2814	43	16	manipulation	manipulation	NOUN
cana-2814	43	17	of	of	ADP
cana-2814	43	18	the	the	DET
cana-2814	43	19	information	information	NOUN
cana-2814	43	20	.	.	PUNCT
cana-2814	44	1	this	this	DET
cana-2814	44	2	functionality	functionality	NOUN
cana-2814	44	3	is	be	AUX
cana-2814	44	4	especially	especially	ADV
cana-2814	44	5	important	important	ADJ
cana-2814	44	6	in	in	ADP
cana-2814	44	7	the	the	DET
cana-2814	44	8	context	context	NOUN
cana-2814	44	9	of	of	ADP
cana-2814	44	10	autonomous	autonomous	ADJ
cana-2814	44	11	systems	system	NOUN
cana-2814	44	12	such	such	ADJ
cana-2814	44	13	as	as	ADP
cana-2814	44	14	vehicles	vehicle	NOUN
cana-2814	44	15	where	where	SCONJ
cana-2814	44	16	compromised	compromise	VERB
cana-2814	44	17	data	datum	NOUN
cana-2814	44	18	can	can	AUX
cana-2814	44	19	result	result	VERB
cana-2814	44	20	in	in	ADP
cana-2814	44	21	loss	loss	NOUN
cana-2814	44	22	of	of	ADP
cana-2814	44	23	life[6	life[6	NOUN
cana-2814	44	24	]	]	PUNCT
cana-2814	44	25	.	.	PUNCT
cana-2814	45	1	the	the	DET
cana-2814	45	2	further	further	ADJ
cana-2814	45	3	benefit	benefit	NOUN
cana-2814	45	4	of	of	ADP
cana-2814	45	5	blockchain	blockchain	PROPN
cana-2814	45	6	is	be	AUX
cana-2814	45	7	that	that	SCONJ
cana-2814	45	8	it	it	PRON
cana-2814	45	9	also	also	ADV
cana-2814	45	10	improves	improve	VERB
cana-2814	45	11	transparency	transparency	NOUN
cana-2814	45	12	and	and	CCONJ
cana-2814	45	13	traceability	traceability	NOUN
cana-2814	45	14	of	of	ADP
cana-2814	45	15	data	datum	NOUN
cana-2814	45	16	exchanges	exchange	NOUN
cana-2814	45	17	in	in	ADP
cana-2814	45	18	the	the	DET
cana-2814	45	19	v2x	v2x	NOUN
cana-2814	45	20	network	network	NOUN
cana-2814	45	21	.	.	PUNCT
cana-2814	46	1	since	since	SCONJ
cana-2814	46	2	the	the	DET
cana-2814	46	3	vehicles	vehicle	NOUN
cana-2814	46	4	in	in	ADP
cana-2814	46	5	classical	classical	ADJ
cana-2814	46	6	communication	communication	NOUN
cana-2814	46	7	systems	system	NOUN
cana-2814	46	8	are	be	AUX
cana-2814	46	9	not	not	PART
cana-2814	46	10	always	always	ADV
cana-2814	46	11	guaranteed	guarantee	VERB
cana-2814	46	12	to	to	PART
cana-2814	46	13	receive	receive	VERB
cana-2814	46	14	the	the	DET
cana-2814	46	15	correct	correct	ADJ
cana-2814	46	16	and	and	CCONJ
cana-2814	46	17	accurate	accurate	ADJ
cana-2814	46	18	information	information	NOUN
cana-2814	46	19	,	,	PUNCT
cana-2814	46	20	they	they	PRON
cana-2814	46	21	can	can	AUX
cana-2814	46	22	be	be	AUX
cana-2814	46	23	vulnerable	vulnerable	ADJ
cana-2814	46	24	to	to	ADP
cana-2814	46	25	false	false	ADJ
cana-2814	46	26	or	or	CCONJ
cana-2814	46	27	altered	alter	VERB
cana-2814	46	28	data	datum	NOUN
cana-2814	46	29	attacks	attack	NOUN
cana-2814	46	30	.	.	PUNCT
cana-2814	47	1	in	in	ADP
cana-2814	47	2	blockchain	blockchain	PROPN
cana-2814	47	3	technology	technology	PROPN
cana-2814	47	4	,	,	PUNCT
cana-2814	47	5	every	every	DET
cana-2814	47	6	transaction	transaction	NOUN
cana-2814	47	7	is	be	AUX
cana-2814	47	8	authenticated	authenticate	VERB
cana-2814	47	9	by	by	ADP
cana-2814	47	10	a	a	DET
cana-2814	47	11	network	network	NOUN
cana-2814	47	12	of	of	ADP
cana-2814	47	13	nodes	node	NOUN
cana-2814	47	14	that	that	PRON
cana-2814	47	15	ensures	ensure	VERB
cana-2814	47	16	that	that	SCONJ
cana-2814	47	17	all	all	DET
cana-2814	47	18	exchanges	exchange	NOUN
cana-2814	47	19	of	of	ADP
cana-2814	47	20	data	datum	NOUN
cana-2814	47	21	are	be	AUX
cana-2814	47	22	authentic	authentic	ADJ
cana-2814	47	23	.	.	PUNCT
cana-2814	48	1	by	by	ADP
cana-2814	48	2	accountability	accountability	NOUN
cana-2814	48	3	,	,	PUNCT
cana-2814	48	4	i	i	PRON
cana-2814	48	5	mean	mean	VERB
cana-2814	48	6	that	that	SCONJ
cana-2814	48	7	this	this	DET
cana-2814	48	8	transparency	transparency	NOUN
cana-2814	48	9	can	can	AUX
cana-2814	48	10	extend	extend	VERB
cana-2814	48	11	down	down	ADP
cana-2814	48	12	to	to	ADP
cana-2814	48	13	traffic	traffic	NOUN
cana-2814	48	14	management	management	NOUN
cana-2814	48	15	systems	system	NOUN
cana-2814	48	16	,	,	PUNCT
cana-2814	48	17	road	road	NOUN
cana-2814	48	18	infrastructure	infrastructure	NOUN
cana-2814	48	19	,	,	PUNCT
cana-2814	48	20	and	and	CCONJ
cana-2814	48	21	even	even	ADV
cana-2814	48	22	the	the	DET
cana-2814	48	23	vehicles	vehicle	NOUN
cana-2814	48	24	themselves	themselves	PRON
cana-2814	48	25	,	,	PUNCT
cana-2814	48	26	providing	provide	VERB
cana-2814	48	27	an	an	DET
cana-2814	48	28	undercurrent	undercurrent	NOUN
cana-2814	48	29	of	of	ADP
cana-2814	48	30	accountability	accountability	NOUN
cana-2814	48	31	through	through	ADP
cana-2814	48	32	the	the	DET
cana-2814	48	33	system	system	NOUN
cana-2814	48	34	.	.	PUNCT
cana-2814	49	1	communications	communication	NOUN
cana-2814	49	2	on	on	ADP
cana-2814	49	3	applied	apply	VERB
cana-2814	49	4	nonlinear	nonlinear	ADJ
cana-2814	49	5	analysis	analysis	NOUN
cana-2814	49	6	issn	issn	NOUN
cana-2814	49	7	:	:	PUNCT
cana-2814	49	8	1074	1074	NUM
cana-2814	49	9	-	-	PUNCT
cana-2814	49	10	133x	133x	NUM
cana-2814	49	11	vol	vol	NOUN
cana-2814	49	12	32	32	NUM
cana-2814	49	13	no	no	NOUN
cana-2814	49	14	.	.	PUNCT
cana-2814	50	1	4s	4s	NUM
cana-2814	50	2	(	(	PUNCT
cana-2814	50	3	2025	2025	NUM
cana-2814	50	4	)	)	PUNCT
cana-2814	50	5	291	291	NUM
cana-2814	50	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	50	7	figure	figure	NOUN
cana-2814	50	8	1	1	NUM
cana-2814	50	9	.	.	PUNCT
cana-2814	50	10	impact	impact	NOUN
cana-2814	50	11	of	of	ADP
cana-2814	50	12	technologies	technology	NOUN
cana-2814	50	13	on	on	ADP
cana-2814	50	14	v2x	v2x	VERB
cana-2814	50	15	communication	communication	NOUN
cana-2814	50	16	machine	machine	NOUN
cana-2814	50	17	learning	learning	NOUN
cana-2814	50	18	(	(	PUNCT
cana-2814	50	19	ml	ml	NOUN
cana-2814	50	20	)	)	PUNCT
cana-2814	50	21	is	be	AUX
cana-2814	50	22	another	another	DET
cana-2814	50	23	essential	essential	ADJ
cana-2814	50	24	technology	technology	NOUN
cana-2814	50	25	that	that	PRON
cana-2814	50	26	can	can	AUX
cana-2814	50	27	substantially	substantially	ADV
cana-2814	50	28	enhance	enhance	VERB
cana-2814	50	29	autonomous	autonomous	ADJ
cana-2814	50	30	vehicle	vehicle	NOUN
cana-2814	50	31	interaction	interaction	NOUN
cana-2814	50	32	.	.	PUNCT
cana-2814	51	1	ml	ml	ADP
cana-2814	51	2	algorithms	algorithm	NOUN
cana-2814	51	3	:	:	PUNCT
cana-2814	51	4	with	with	ADP
cana-2814	51	5	the	the	DET
cana-2814	51	6	help	help	NOUN
cana-2814	51	7	of	of	ADP
cana-2814	51	8	large	large	ADJ
cana-2814	51	9	datasets	dataset	NOUN
cana-2814	51	10	,	,	PUNCT
cana-2814	51	11	ml	ml	ADP
cana-2814	51	12	algorithms	algorithm	NOUN
cana-2814	51	13	are	be	AUX
cana-2814	51	14	expected	expect	VERB
cana-2814	51	15	to	to	PART
cana-2814	51	16	find	find	VERB
cana-2814	51	17	the	the	DET
cana-2814	51	18	patterns	pattern	NOUN
cana-2814	51	19	and	and	CCONJ
cana-2814	51	20	predictions	prediction	NOUN
cana-2814	51	21	.	.	PUNCT
cana-2814	52	1	for	for	ADP
cana-2814	52	2	example	example	NOUN
cana-2814	52	3	,	,	PUNCT
cana-2814	52	4	in	in	ADP
cana-2814	52	5	the	the	DET
cana-2814	52	6	case	case	NOUN
cana-2814	52	7	of	of	ADP
cana-2814	52	8	autonomous	autonomous	ADJ
cana-2814	52	9	car	car	NOUN
cana-2814	52	10	,	,	PUNCT
cana-2814	52	11	machine	machine	NOUN
cana-2814	52	12	learning	learning	NOUN
cana-2814	52	13	(	(	PUNCT
cana-2814	52	14	ml	ml	NOUN
cana-2814	52	15	)	)	PUNCT
cana-2814	52	16	is	be	AUX
cana-2814	52	17	used	use	VERB
cana-2814	52	18	to	to	PART
cana-2814	52	19	improve	improve	VERB
cana-2814	52	20	different	different	ADJ
cana-2814	52	21	functionalities	functionality	NOUN
cana-2814	52	22	of	of	ADP
cana-2814	52	23	the	the	DET
cana-2814	52	24	system	system	NOUN
cana-2814	52	25	,	,	PUNCT
cana-2814	52	26	like	like	ADP
cana-2814	52	27	route	route	NOUN
cana-2814	52	28	optimization	optimization	NOUN
cana-2814	52	29	,	,	PUNCT
cana-2814	52	30	collision	collision	NOUN
cana-2814	52	31	protection	protection	NOUN
cana-2814	52	32	,	,	PUNCT
cana-2814	52	33	traffic	traffic	NOUN
cana-2814	52	34	management	management	NOUN
cana-2814	52	35	.	.	PUNCT
cana-2814	53	1	for	for	ADP
cana-2814	53	2	instance	instance	NOUN
cana-2814	53	3	,	,	PUNCT
cana-2814	53	4	ml	ml	ADP
cana-2814	53	5	models	model	NOUN
cana-2814	53	6	can	can	AUX
cana-2814	53	7	assess	assess	VERB
cana-2814	53	8	and	and	CCONJ
cana-2814	53	9	predict	predict	VERB
cana-2814	53	10	traffic	traffic	NOUN
cana-2814	53	11	congestion	congestion	NOUN
cana-2814	53	12	,	,	PUNCT
cana-2814	53	13	road	road	NOUN
cana-2814	53	14	hazards	hazard	NOUN
cana-2814	53	15	,	,	PUNCT
cana-2814	53	16	or	or	CCONJ
cana-2814	53	17	potential	potential	ADJ
cana-2814	53	18	accidents	accident	NOUN
cana-2814	53	19	by	by	ADP
cana-2814	53	20	analyzing	analyze	VERB
cana-2814	53	21	current	current	ADJ
cana-2814	53	22	data	datum	NOUN
cana-2814	53	23	from	from	ADP
cana-2814	53	24	the	the	DET
cana-2814	53	25	environment	environment	NOUN
cana-2814	53	26	,	,	PUNCT
cana-2814	53	27	enabling	enable	VERB
cana-2814	53	28	autonomous	autonomous	ADJ
cana-2814	53	29	vehicles	vehicle	NOUN
cana-2814	53	30	to	to	PART
cana-2814	53	31	make	make	VERB
cana-2814	53	32	better	well	ADJ
cana-2814	53	33	decisions	decision	NOUN
cana-2814	53	34	.	.	PUNCT
cana-2814	54	1	machine	machine	NOUN
cana-2814	54	2	learning	learning	NOUN
cana-2814	54	3	can	can	AUX
cana-2814	54	4	also	also	ADV
cana-2814	54	5	help	help	VERB
cana-2814	54	6	vehicle	vehicle	NOUN
cana-2814	54	7	-	-	PUNCT
cana-2814	54	8	to	to	ADP
cana-2814	54	9	-	-	PUNCT
cana-2814	54	10	vehicle	vehicle	NOUN
cana-2814	54	11	(	(	PUNCT
cana-2814	54	12	v2v	v2v	NOUN
cana-2814	54	13	)	)	PUNCT
cana-2814	54	14	and	and	CCONJ
cana-2814	54	15	vehicle	vehicle	NOUN
cana-2814	54	16	-	-	PUNCT
cana-2814	54	17	toinfrastructure	toinfrastructure	NOUN
cana-2814	54	18	(	(	PUNCT
cana-2814	54	19	v2i	v2i	NOUN
cana-2814	54	20	)	)	PUNCT
cana-2814	54	21	communication	communication	NOUN
cana-2814	54	22	by	by	ADP
cana-2814	54	23	optimizing	optimize	VERB
cana-2814	54	24	the	the	DET
cana-2814	54	25	information	information	NOUN
cana-2814	54	26	exchange	exchange	NOUN
cana-2814	54	27	between	between	ADP
cana-2814	54	28	vehicles	vehicle	NOUN
cana-2814	54	29	and	and	CCONJ
cana-2814	54	30	infrastructure	infrastructure	NOUN
cana-2814	54	31	,	,	PUNCT
cana-2814	54	32	allowing	allow	VERB
cana-2814	54	33	vehicles	vehicle	NOUN
cana-2814	54	34	to	to	PART
cana-2814	54	35	exchange	exchange	VERB
cana-2814	54	36	the	the	DET
cana-2814	54	37	most	most	ADV
cana-2814	54	38	relevant	relevant	ADJ
cana-2814	54	39	information	information	NOUN
cana-2814	54	40	available[7	available[7	NOUN
cana-2814	54	41	]	]	PUNCT
cana-2814	54	42	.	.	PUNCT
cana-2814	55	1	machine	machine	NOUN
cana-2814	55	2	learning	learning	NOUN
cana-2814	55	3	contributes	contribute	VERB
cana-2814	55	4	significantly	significantly	ADV
cana-2814	55	5	to	to	ADP
cana-2814	55	6	improving	improve	VERB
cana-2814	55	7	the	the	DET
cana-2814	55	8	v2x	v2x	NOUN
cana-2814	55	9	network	network	NOUN
cana-2814	55	10	's	's	PART
cana-2814	55	11	performance	performance	NOUN
cana-2814	55	12	as	as	ADV
cana-2814	55	13	well	well	ADV
cana-2814	55	14	.	.	PUNCT
cana-2814	56	1	ml	ml	ADP
cana-2814	56	2	algorithms	algorithm	NOUN
cana-2814	56	3	can	can	AUX
cana-2814	56	4	monitor	monitor	VERB
cana-2814	56	5	network	network	NOUN
cana-2814	56	6	performance	performance	NOUN
cana-2814	56	7	and	and	CCONJ
cana-2814	56	8	use	use	VERB
cana-2814	56	9	data	datum	NOUN
cana-2814	56	10	traffic	traffic	NOUN
cana-2814	56	11	patterns	pattern	NOUN
cana-2814	56	12	to	to	PART
cana-2814	56	13	predict	predict	VERB
cana-2814	56	14	potential	potential	ADJ
cana-2814	56	15	network	network	NOUN
cana-2814	56	16	congestion	congestion	NOUN
cana-2814	56	17	and	and	CCONJ
cana-2814	56	18	adapt	adapt	VERB
cana-2814	56	19	the	the	DET
cana-2814	56	20	communication	communication	NOUN
cana-2814	56	21	protocols	protocol	NOUN
cana-2814	56	22	accordingly	accordingly	ADV
cana-2814	56	23	to	to	PART
cana-2814	56	24	provide	provide	VERB
cana-2814	56	25	maximum	maximum	ADJ
cana-2814	56	26	efficiency	efficiency	NOUN
cana-2814	56	27	.	.	PUNCT
cana-2814	57	1	this	this	PRON
cana-2814	57	2	allows	allow	VERB
cana-2814	57	3	the	the	DET
cana-2814	57	4	v2x	v2x	NOUN
cana-2814	57	5	network	network	NOUN
cana-2814	57	6	to	to	PART
cana-2814	57	7	process	process	VERB
cana-2814	57	8	and	and	CCONJ
cana-2814	57	9	respond	respond	VERB
cana-2814	57	10	to	to	ADP
cana-2814	57	11	the	the	DET
cana-2814	57	12	large	large	ADJ
cana-2814	57	13	amounts	amount	NOUN
cana-2814	57	14	of	of	ADP
cana-2814	57	15	data	datum	NOUN
cana-2814	57	16	produced	produce	VERB
cana-2814	57	17	by	by	ADP
cana-2814	57	18	autonomous	autonomous	ADJ
cana-2814	57	19	vehicles	vehicle	NOUN
cana-2814	57	20	with	with	ADP
cana-2814	57	21	minimal	minimal	ADJ
cana-2814	57	22	latency	latency	NOUN
cana-2814	57	23	and	and	CCONJ
cana-2814	57	24	optimal	optimal	ADJ
cana-2814	57	25	reliability	reliability	NOUN
cana-2814	57	26	,	,	PUNCT
cana-2814	57	27	greatly	greatly	ADV
cana-2814	57	28	increasing	increase	VERB
cana-2814	57	29	the	the	DET
cana-2814	57	30	overall	overall	ADJ
cana-2814	57	31	efficiency	efficiency	NOUN
cana-2814	57	32	of	of	ADP
cana-2814	57	33	the	the	DET
cana-2814	57	34	network	network	NOUN
cana-2814	57	35	.	.	PUNCT
cana-2814	58	1	however	however	ADV
cana-2814	58	2	,	,	PUNCT
cana-2814	58	3	blockchain	blockchain	NOUN
cana-2814	58	4	and	and	CCONJ
cana-2814	58	5	machine	machine	NOUN
cana-2814	58	6	learning	learning	NOUN
cana-2814	58	7	based	base	VERB
cana-2814	58	8	amalgamation	amalgamation	NOUN
cana-2814	58	9	along	along	ADP
cana-2814	58	10	with	with	ADP
cana-2814	58	11	6	6	NUM
cana-2814	58	12	g	g	NOUN
cana-2814	58	13	networks	network	NOUN
cana-2814	58	14	serves	serve	VERB
cana-2814	58	15	as	as	ADP
cana-2814	58	16	an	an	DET
cana-2814	58	17	effective	effective	ADJ
cana-2814	58	18	solution	solution	NOUN
cana-2814	58	19	to	to	PART
cana-2814	58	20	address	address	VERB
cana-2814	58	21	the	the	DET
cana-2814	58	22	issues	issue	NOUN
cana-2814	58	23	with	with	ADP
cana-2814	58	24	autonomous	autonomous	ADJ
cana-2814	58	25	vehicles	vehicle	NOUN
cana-2814	58	26	communication[8	communication[8	NOUN
cana-2814	58	27	]	]	PUNCT
cana-2814	58	28	.	.	PUNCT
cana-2814	59	1	collectively	collectively	ADV
cana-2814	59	2	,	,	PUNCT
cana-2814	59	3	these	these	DET
cana-2814	59	4	technologies	technology	NOUN
cana-2814	59	5	permit	permit	VERB
cana-2814	59	6	a	a	DET
cana-2814	59	7	secure	secure	ADJ
cana-2814	59	8	,	,	PUNCT
cana-2814	59	9	transparent	transparent	ADJ
cana-2814	59	10	,	,	PUNCT
cana-2814	59	11	and	and	CCONJ
cana-2814	59	12	scalable	scalable	ADJ
cana-2814	59	13	communication	communication	NOUN
cana-2814	59	14	layer	layer	NOUN
cana-2814	59	15	for	for	ADP
cana-2814	59	16	autonomous	autonomous	ADJ
cana-2814	59	17	vehicles	vehicle	NOUN
cana-2814	59	18	and	and	CCONJ
cana-2814	59	19	their	their	PRON
cana-2814	59	20	environment	environment	NOUN
cana-2814	59	21	.	.	PUNCT
cana-2814	60	1	with	with	ADP
cana-2814	60	2	the	the	DET
cana-2814	60	3	,	,	PUNCT
cana-2814	60	4	one	one	NUM
cana-2814	60	5	of	of	ADP
cana-2814	60	6	the	the	DET
cana-2814	60	7	biggest	big	ADJ
cana-2814	60	8	concerns	concern	NOUN
cana-2814	60	9	for	for	ADP
cana-2814	60	10	iot	iot	NOUN
cana-2814	60	11	becomes	become	VERB
cana-2814	60	12	very	very	ADV
cana-2814	60	13	challenging	challenging	ADJ
cana-2814	60	14	in	in	ADP
cana-2814	60	15	terms	term	NOUN
cana-2814	60	16	of	of	ADP
cana-2814	60	17	security	security	NOUN
cana-2814	60	18	in	in	ADP
cana-2814	60	19	data	datum	NOUN
cana-2814	60	20	exchanges	exchange	NOUN
cana-2814	60	21	.	.	PUNCT
cana-2814	61	1	on	on	ADP
cana-2814	61	2	the	the	DET
cana-2814	61	3	other	other	ADJ
cana-2814	61	4	hand	hand	NOUN
cana-2814	61	5	,	,	PUNCT
cana-2814	61	6	6	6	NUM
cana-2814	61	7	g	g	NOUN
cana-2814	61	8	networks	network	NOUN
cana-2814	61	9	offer	offer	VERB
cana-2814	61	10	fast	fast	ADJ
cana-2814	61	11	data	datum	NOUN
cana-2814	61	12	transfer	transfer	NOUN
cana-2814	61	13	rates	rate	NOUN
cana-2814	61	14	and	and	CCONJ
cana-2814	61	15	lower	low	ADJ
cana-2814	61	16	latency	latency	NOUN
cana-2814	61	17	,	,	PUNCT
cana-2814	61	18	allowing	allow	VERB
cana-2814	61	19	data	datum	NOUN
cana-2814	61	20	to	to	PART
cana-2814	61	21	be	be	AUX
cana-2814	61	22	exchanged	exchange	VERB
cana-2814	61	23	and	and	CCONJ
cana-2814	61	24	processed	process	VERB
cana-2814	61	25	in	in	ADP
cana-2814	61	26	real	real	ADJ
cana-2814	61	27	time	time	NOUN
cana-2814	61	28	.	.	PUNCT
cana-2814	62	1	edge	edge	NOUN
cana-2814	62	2	computing	computing	NOUN
cana-2814	62	3	is	be	AUX
cana-2814	62	4	one	one	NUM
cana-2814	62	5	of	of	ADP
cana-2814	62	6	the	the	DET
cana-2814	62	7	crucial	crucial	ADJ
cana-2814	62	8	enablers	enabler	NOUN
cana-2814	62	9	within	within	ADP
cana-2814	62	10	the	the	DET
cana-2814	62	11	seamless	seamless	ADJ
cana-2814	62	12	integration	integration	NOUN
cana-2814	62	13	of	of	ADP
cana-2814	62	14	the	the	DET
cana-2814	62	15	blockchain	blockchain	NOUN
cana-2814	62	16	and	and	CCONJ
cana-2814	62	17	ml	ml	X
cana-2814	62	18	with	with	ADP
cana-2814	62	19	6	6	NUM
cana-2814	62	20	g	g	NOUN
cana-2814	62	21	networks	network	NOUN
cana-2814	62	22	.	.	PUNCT
cana-2814	63	1	edge	edge	NOUN
cana-2814	63	2	computing	computing	NOUN
cana-2814	63	3	is	be	AUX
cana-2814	63	4	about	about	ADP
cana-2814	63	5	bringing	bring	VERB
cana-2814	63	6	the	the	DET
cana-2814	63	7	processing	processing	NOUN
cana-2814	63	8	power	power	NOUN
cana-2814	63	9	to	to	ADP
cana-2814	63	10	the	the	DET
cana-2814	63	11	data	datum	NOUN
cana-2814	63	12	,	,	PUNCT
cana-2814	63	13	or	or	CCONJ
cana-2814	63	14	essentially	essentially	ADV
cana-2814	63	15	,	,	PUNCT
cana-2814	63	16	avoiding	avoid	VERB
cana-2814	63	17	the	the	DET
cana-2814	63	18	need	need	NOUN
cana-2814	63	19	for	for	ADP
cana-2814	63	20	centralised	centralised	ADJ
cana-2814	63	21	data	datum	NOUN
cana-2814	63	22	centres	centre	NOUN
cana-2814	63	23	and	and	CCONJ
cana-2814	63	24	also	also	ADV
cana-2814	63	25	reducing	reduce	VERB
cana-2814	63	26	the	the	DET
cana-2814	63	27	latency	latency	NOUN
cana-2814	63	28	incurred	incur	VERB
cana-2814	63	29	by	by	ADP
cana-2814	63	30	data	datum	NOUN
cana-2814	63	31	transferring	transfer	VERB
cana-2814	63	32	over	over	ADP
cana-2814	63	33	a	a	DET
cana-2814	63	34	network	network	NOUN
cana-2814	63	35	.	.	PUNCT
cana-2814	64	1	for	for	ADP
cana-2814	64	2	example	example	NOUN
cana-2814	64	3	,	,	PUNCT
cana-2814	64	4	in	in	ADP
cana-2814	64	5	autonomous	autonomous	ADJ
cana-2814	64	6	driving	driving	NOUN
cana-2814	64	7	technology	technology	NOUN
cana-2814	64	8	,	,	PUNCT
cana-2814	64	9	edge	edge	NOUN
cana-2814	64	10	computing	computing	NOUN
cana-2814	64	11	will	will	AUX
cana-2814	64	12	allow	allow	VERB
cana-2814	64	13	for	for	ADP
cana-2814	64	14	real	real	ADJ
cana-2814	64	15	-	-	PUNCT
cana-2814	64	16	time	time	NOUN
cana-2814	64	17	data	datum	NOUN
cana-2814	64	18	processing	processing	NOUN
cana-2814	64	19	on	on	ADP
cana-2814	64	20	the	the	DET
cana-2814	64	21	vehicles	vehicle	NOUN
cana-2814	64	22	or	or	CCONJ
cana-2814	64	23	infrastructure	infrastructure	NOUN
cana-2814	64	24	,	,	PUNCT
cana-2814	64	25	which	which	PRON
cana-2814	64	26	will	will	AUX
cana-2814	64	27	help	help	VERB
cana-2814	64	28	in	in	ADP
cana-2814	64	29	real	real	ADJ
cana-2814	64	30	-	-	PUNCT
cana-2814	64	31	time	time	NOUN
cana-2814	64	32	decision	decision	NOUN
cana-2814	64	33	-	-	PUNCT
cana-2814	64	34	making	making	NOUN
cana-2814	64	35	without	without	ADP
cana-2814	64	36	putting	put	VERB
cana-2814	64	37	too	too	ADV
cana-2814	64	38	much	much	ADJ
cana-2814	64	39	load	load	NOUN
cana-2814	64	40	on	on	ADP
cana-2814	64	41	central	central	ADJ
cana-2814	64	42	servers[9	servers[9	PROPN
cana-2814	64	43	]	]	PUNCT
cana-2814	64	44	.	.	PUNCT
cana-2814	65	1	decentralized	decentralize	VERB
cana-2814	65	2	data	datum	NOUN
cana-2814	65	3	processing	process	VERB
cana-2814	65	4	not	not	PART
cana-2814	65	5	only	only	ADV
cana-2814	65	6	enhances	enhance	VERB
cana-2814	65	7	the	the	DET
cana-2814	65	8	efficiency	efficiency	NOUN
cana-2814	65	9	of	of	ADP
cana-2814	65	10	the	the	DET
cana-2814	65	11	system	system	NOUN
cana-2814	65	12	,	,	PUNCT
cana-2814	65	13	but	but	CCONJ
cana-2814	65	14	it	it	PRON
cana-2814	65	15	also	also	ADV
cana-2814	65	16	makes	make	VERB
cana-2814	65	17	the	the	DET
cana-2814	65	18	system	system	NOUN
cana-2814	65	19	more	more	ADV
cana-2814	65	20	resilient	resilient	ADJ
cana-2814	65	21	,	,	PUNCT
cana-2814	65	22	as	as	SCONJ
cana-2814	65	23	the	the	DET
cana-2814	65	24	failure	failure	NOUN
cana-2814	65	25	of	of	ADP
cana-2814	65	26	a	a	DET
cana-2814	65	27	single	single	ADJ
cana-2814	65	28	node	node	NOUN
cana-2814	65	29	will	will	AUX
cana-2814	65	30	not	not	PART
cana-2814	65	31	cause	cause	VERB
cana-2814	65	32	the	the	DET
cana-2814	65	33	disruption	disruption	NOUN
cana-2814	65	34	of	of	ADP
cana-2814	65	35	the	the	DET
cana-2814	65	36	entire	entire	ADJ
cana-2814	65	37	system	system	NOUN
cana-2814	65	38	.	.	PUNCT
cana-2814	66	1	experimental	experimental	ADJ
cana-2814	66	2	evaluations	evaluation	NOUN
cana-2814	66	3	on	on	ADP
cana-2814	66	4	a	a	DET
cana-2814	66	5	simulated	simulate	VERB
cana-2814	66	6	6g	6g	NOUN
cana-2814	66	7	-	-	PUNCT
cana-2814	66	8	v2x	v2x	NOUN
cana-2814	66	9	testbed	testbe	VERB
cana-2814	66	10	have	have	AUX
cana-2814	66	11	demonstrated	demonstrate	VERB
cana-2814	66	12	the	the	DET
cana-2814	66	13	viability	viability	NOUN
cana-2814	66	14	of	of	ADP
cana-2814	66	15	this	this	DET
cana-2814	66	16	integrated	integrate	VERB
cana-2814	66	17	framework	framework	NOUN
cana-2814	66	18	.	.	PUNCT
cana-2814	67	1	the	the	DET
cana-2814	67	2	outcomes	outcome	NOUN
cana-2814	67	3	of	of	ADP
cana-2814	67	4	these	these	DET
cana-2814	67	5	experiments	experiment	NOUN
cana-2814	67	6	indicate	indicate	VERB
cana-2814	67	7	that	that	SCONJ
cana-2814	67	8	using	use	VERB
cana-2814	67	9	these	these	DET
cana-2814	67	10	methods	method	NOUN
cana-2814	67	11	leads	lead	VERB
cana-2814	67	12	to	to	ADP
cana-2814	67	13	substantial	substantial	ADJ
cana-2814	67	14	enhancement	enhancement	NOUN
cana-2814	67	15	in	in	ADP
cana-2814	67	16	network	network	NOUN
cana-2814	67	17	performance	performance	NOUN
cana-2814	67	18	,	,	PUNCT
cana-2814	67	19	security	security	NOUN
cana-2814	67	20	metrics	metric	NOUN
cana-2814	67	21	,	,	PUNCT
cana-2814	67	22	and	and	CCONJ
cana-2814	67	23	decision	decision	NOUN
cana-2814	67	24	accuracy	accuracy	NOUN
cana-2814	67	25	when	when	SCONJ
cana-2814	67	26	compared	compare	VERB
cana-2814	67	27	to	to	ADP
cana-2814	67	28	conventional	conventional	ADJ
cana-2814	67	29	communication	communication	NOUN
cana-2814	67	30	frameworks	framework	NOUN
cana-2814	67	31	.	.	PUNCT
cana-2814	68	1	the	the	DET
cana-2814	68	2	authors	author	NOUN
cana-2814	68	3	'	'	PART
cana-2814	68	4	findings	finding	NOUN
cana-2814	68	5	imply	imply	VERB
cana-2814	68	6	that	that	SCONJ
cana-2814	68	7	using	use	VERB
cana-2814	68	8	blockchain	blockchain	PROPN
cana-2814	68	9	technology	technology	PROPN
cana-2814	68	10	,	,	PUNCT
cana-2814	68	11	algorithmic	algorithmic	ADJ
cana-2814	68	12	solutions	solution	NOUN
cana-2814	68	13	,	,	PUNCT
cana-2814	68	14	and	and	CCONJ
cana-2814	68	15	6	6	NUM
cana-2814	68	16	g	g	NOUN
cana-2814	68	17	networks	network	NOUN
cana-2814	68	18	can	can	AUX
cana-2814	68	19	together	together	ADV
cana-2814	68	20	create	create	VERB
cana-2814	68	21	a	a	DET
cana-2814	68	22	secure	secure	ADJ
cana-2814	68	23	,	,	PUNCT
cana-2814	68	24	communications	communication	NOUN
cana-2814	68	25	on	on	ADP
cana-2814	68	26	applied	apply	VERB
cana-2814	68	27	nonlinear	nonlinear	ADJ
cana-2814	68	28	analysis	analysis	NOUN
cana-2814	68	29	issn	issn	NOUN
cana-2814	68	30	:	:	PUNCT
cana-2814	68	31	1074	1074	NUM
cana-2814	68	32	-	-	PUNCT
cana-2814	68	33	133x	133x	NUM
cana-2814	68	34	vol	vol	NOUN
cana-2814	68	35	32	32	NUM
cana-2814	68	36	no	no	NOUN
cana-2814	68	37	.	.	PUNCT
cana-2814	69	1	4s	4s	NUM
cana-2814	69	2	(	(	PUNCT
cana-2814	69	3	2025	2025	NUM
cana-2814	69	4	)	)	PUNCT
cana-2814	69	5	292	292	NUM
cana-2814	69	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	69	7	trustworthy	trustworthy	ADJ
cana-2814	69	8	communication	communication	NOUN
cana-2814	69	9	system	system	NOUN
cana-2814	69	10	on	on	ADP
cana-2814	69	11	these	these	DET
cana-2814	69	12	omnipresent	omnipresent	ADJ
cana-2814	69	13	autonomous	autonomous	ADJ
cana-2814	69	14	vehicles	vehicle	NOUN
cana-2814	69	15	,	,	PUNCT
cana-2814	69	16	with	with	ADP
cana-2814	69	17	just	just	ADV
cana-2814	69	18	the	the	DET
cana-2814	69	19	right	right	ADJ
cana-2814	69	20	degree	degree	NOUN
cana-2814	69	21	of	of	ADP
cana-2814	69	22	scalability	scalability	NOUN
cana-2814	69	23	and	and	CCONJ
cana-2814	69	24	efficiency	efficiency	NOUN
cana-2814	69	25	necessary	necessary	ADJ
cana-2814	69	26	to	to	PART
cana-2814	69	27	support	support	VERB
cana-2814	69	28	fully	fully	ADV
cana-2814	69	29	autonomous	autonomous	ADJ
cana-2814	69	30	transport	transport	NOUN
cana-2814	69	31	networks	network	NOUN
cana-2814	69	32	in	in	ADP
cana-2814	69	33	the	the	DET
cana-2814	69	34	future	future	NOUN
cana-2814	69	35	that	that	PRON
cana-2814	69	36	can	can	AUX
cana-2814	69	37	handle	handle	VERB
cana-2814	69	38	millions	million	NOUN
cana-2814	69	39	of	of	ADP
cana-2814	69	40	vehicles	vehicle	NOUN
cana-2814	69	41	safely[10	safely[10	NOUN
cana-2814	69	42	]	]	PUNCT
cana-2814	69	43	.	.	PUNCT
cana-2814	70	1	with	with	ADP
cana-2814	70	2	the	the	DET
cana-2814	70	3	world	world	NOUN
cana-2814	70	4	transitioning	transition	VERB
cana-2814	70	5	to	to	ADP
cana-2814	70	6	intelligent	intelligent	ADJ
cana-2814	70	7	transportation	transportation	NOUN
cana-2814	70	8	systems	system	NOUN
cana-2814	70	9	and	and	CCONJ
cana-2814	70	10	smart	smart	ADJ
cana-2814	70	11	cities	city	NOUN
cana-2814	70	12	,	,	PUNCT
cana-2814	70	13	the	the	DET
cana-2814	70	14	incorporation	incorporation	NOUN
cana-2814	70	15	of	of	ADP
cana-2814	70	16	these	these	DET
cana-2814	70	17	technologies	technology	NOUN
cana-2814	70	18	into	into	ADP
cana-2814	70	19	v2x	v2x	NOUN
cana-2814	70	20	networks	network	NOUN
cana-2814	70	21	will	will	AUX
cana-2814	70	22	play	play	VERB
cana-2814	70	23	an	an	DET
cana-2814	70	24	important	important	ADJ
cana-2814	70	25	role	role	NOUN
cana-2814	70	26	in	in	ADP
cana-2814	70	27	creating	create	VERB
cana-2814	70	28	safer	safe	ADJ
cana-2814	70	29	,	,	PUNCT
cana-2814	70	30	more	more	ADV
cana-2814	70	31	efficient	efficient	ADJ
cana-2814	70	32	,	,	PUNCT
cana-2814	70	33	and	and	CCONJ
cana-2814	70	34	more	more	ADV
cana-2814	70	35	sustainable	sustainable	ADJ
cana-2814	70	36	transportation	transportation	NOUN
cana-2814	70	37	systems	system	NOUN
cana-2814	70	38	.	.	PUNCT
cana-2814	71	1	to	to	ADP
cana-2814	71	2	this	this	DET
cana-2814	71	3	end	end	NOUN
cana-2814	71	4	,	,	PUNCT
cana-2814	71	5	the	the	DET
cana-2814	71	6	proposed	propose	VERB
cana-2814	71	7	system	system	NOUN
cana-2814	71	8	provides	provide	VERB
cana-2814	71	9	a	a	DET
cana-2814	71	10	platform	platform	NOUN
cana-2814	71	11	for	for	ADP
cana-2814	71	12	achievable	achievable	ADJ
cana-2814	71	13	,	,	PUNCT
cana-2814	71	14	incremental	incremental	ADJ
cana-2814	71	15	progress	progress	NOUN
cana-2814	71	16	towards	towards	ADP
cana-2814	71	17	these	these	DET
cana-2814	71	18	goals	goal	NOUN
cana-2814	71	19	,	,	PUNCT
cana-2814	71	20	and	and	CCONJ
cana-2814	71	21	a	a	DET
cana-2814	71	22	potential	potential	ADJ
cana-2814	71	23	framework	framework	NOUN
cana-2814	71	24	to	to	ADP
cana-2814	71	25	meeting	meet	VERB
cana-2814	71	26	the	the	DET
cana-2814	71	27	ever	ever	ADV
cana-2814	71	28	growing	grow	VERB
cana-2814	71	29	demands	demand	NOUN
cana-2814	71	30	on	on	ADP
cana-2814	71	31	the	the	DET
cana-2814	71	32	communication	communication	NOUN
cana-2814	71	33	system	system	NOUN
cana-2814	71	34	from	from	ADP
cana-2814	71	35	autonomous	autonomous	ADJ
cana-2814	71	36	vehicles	vehicle	NOUN
cana-2814	71	37	and	and	CCONJ
cana-2814	71	38	other	other	ADJ
cana-2814	71	39	connected	connected	ADJ
cana-2814	71	40	devices	device	NOUN
cana-2814	71	41	.	.	PUNCT
cana-2814	72	1	this	this	DET
cana-2814	72	2	study	study	NOUN
cana-2814	72	3	sets	set	VERB
cana-2814	72	4	the	the	DET
cana-2814	72	5	foundation	foundation	NOUN
cana-2814	72	6	for	for	ADP
cana-2814	72	7	subsequent	subsequent	ADJ
cana-2814	72	8	implementations	implementation	NOUN
cana-2814	72	9	of	of	ADP
cana-2814	72	10	intelligent	intelligent	ADJ
cana-2814	72	11	,	,	PUNCT
cana-2814	72	12	secure	secure	ADJ
cana-2814	72	13	,	,	PUNCT
cana-2814	72	14	and	and	CCONJ
cana-2814	72	15	resourceful	resourceful	ADJ
cana-2814	72	16	transports	transport	NOUN
cana-2814	72	17	,	,	PUNCT
cana-2814	72	18	paving	pave	VERB
cana-2814	72	19	the	the	DET
cana-2814	72	20	way	way	NOUN
cana-2814	72	21	for	for	ADP
cana-2814	72	22	such	such	ADJ
cana-2814	72	23	innovative	innovative	ADJ
cana-2814	72	24	infrastructures	infrastructure	NOUN
cana-2814	72	25	in	in	ADP
cana-2814	72	26	building	build	VERB
cana-2814	72	27	smart	smart	ADJ
cana-2814	72	28	cities	city	NOUN
cana-2814	72	29	.	.	PUNCT
cana-2814	73	1	overall	overall	ADV
cana-2814	73	2	,	,	PUNCT
cana-2814	73	3	the	the	DET
cana-2814	73	4	connection	connection	NOUN
cana-2814	73	5	of	of	ADP
cana-2814	73	6	the	the	DET
cana-2814	73	7	three	three	NUM
cana-2814	73	8	technologies	technology	NOUN
cana-2814	73	9	together	together	ADV
cana-2814	73	10	represents	represent	VERB
cana-2814	73	11	a	a	DET
cana-2814	73	12	good	good	ADJ
cana-2814	73	13	solution	solution	NOUN
cana-2814	73	14	to	to	ADP
cana-2814	73	15	the	the	DET
cana-2814	73	16	obstacles	obstacle	NOUN
cana-2814	73	17	imagined	imagine	VERB
cana-2814	73	18	for	for	ADP
cana-2814	73	19	the	the	DET
cana-2814	73	20	future	future	NOUN
cana-2814	73	21	of	of	ADP
cana-2814	73	22	autonomous	autonomous	ADJ
cana-2814	73	23	vehicles	vehicle	NOUN
cana-2814	73	24	.	.	PUNCT
cana-2814	74	1	by	by	ADP
cana-2814	74	2	combining	combine	VERB
cana-2814	74	3	these	these	DET
cana-2814	74	4	technologies	technology	NOUN
cana-2814	74	5	,	,	PUNCT
cana-2814	74	6	they	they	PRON
cana-2814	74	7	are	be	AUX
cana-2814	74	8	able	able	ADJ
cana-2814	74	9	to	to	PART
cana-2814	74	10	solve	solve	VERB
cana-2814	74	11	key	key	ADJ
cana-2814	74	12	problems	problem	NOUN
cana-2814	74	13	such	such	ADJ
cana-2814	74	14	as	as	ADP
cana-2814	74	15	data	datum	NOUN
cana-2814	74	16	integrity	integrity	NOUN
cana-2814	74	17	,	,	PUNCT
cana-2814	74	18	security	security	NOUN
cana-2814	74	19	,	,	PUNCT
cana-2814	74	20	real	real	ADJ
cana-2814	74	21	-	-	PUNCT
cana-2814	74	22	time	time	NOUN
cana-2814	74	23	decision	decision	NOUN
cana-2814	74	24	making	making	NOUN
cana-2814	74	25	and	and	CCONJ
cana-2814	74	26	network	network	NOUN
cana-2814	74	27	scalability	scalability	NOUN
cana-2814	74	28	(	(	PUNCT
cana-2814	74	29	as	as	ADV
cana-2814	74	30	well	well	ADV
cana-2814	74	31	as	as	ADP
cana-2814	74	32	the	the	DET
cana-2814	74	33	creation	creation	NOUN
cana-2814	74	34	of	of	ADP
cana-2814	74	35	decentralized	decentralized	ADJ
cana-2814	74	36	,	,	PUNCT
cana-2814	74	37	transparent	transparent	ADJ
cana-2814	74	38	and	and	CCONJ
cana-2814	74	39	efficient	efficient	ADJ
cana-2814	74	40	communication	communication	NOUN
cana-2814	74	41	frameworks	framework	NOUN
cana-2814	74	42	)	)	PUNCT
cana-2814	74	43	.	.	PUNCT
cana-2814	75	1	2	2	X
cana-2814	75	2	.	.	X
cana-2814	75	3	related	relate	VERB
cana-2814	75	4	work	work	NOUN
cana-2814	75	5	av	av	NOUN
cana-2814	75	6	communication	communication	NOUN
cana-2814	75	7	system	system	NOUN
cana-2814	75	8	data	datum	NOUN
cana-2814	75	9	,	,	PUNCT
cana-2814	75	10	sources	source	NOUN
cana-2814	75	11	,	,	PUNCT
cana-2814	75	12	and	and	CCONJ
cana-2814	75	13	features	feature	VERB
cana-2814	75	14	the	the	DET
cana-2814	75	15	architectural	architectural	ADJ
cana-2814	75	16	design	design	NOUN
cana-2814	75	17	of	of	ADP
cana-2814	75	18	cl	cl	NOUN
cana-2814	75	19	's	's	PART
cana-2814	75	20	av	av	PROPN
cana-2814	75	21	systems	system	NOUN
cana-2814	75	22	has	have	AUX
cana-2814	75	23	received	receive	VERB
cana-2814	75	24	much	much	ADJ
cana-2814	75	25	attention	attention	NOUN
cana-2814	75	26	from	from	ADP
cana-2814	75	27	researchers	researcher	NOUN
cana-2814	75	28	and	and	CCONJ
cana-2814	75	29	the	the	DET
cana-2814	75	30	industry	industry	NOUN
cana-2814	75	31	in	in	ADP
cana-2814	75	32	recent	recent	ADJ
cana-2814	75	33	years	year	NOUN
cana-2814	75	34	.	.	PUNCT
cana-2814	76	1	this	this	DET
cana-2814	76	2	cross	cross	ADJ
cana-2814	76	3	-	-	ADJ
cana-2814	76	4	cutting	cutting	ADJ
cana-2814	76	5	research	research	NOUN
cana-2814	76	6	includes	include	VERB
cana-2814	76	7	many	many	ADJ
cana-2814	76	8	different	different	ADJ
cana-2814	76	9	areas	area	NOUN
cana-2814	76	10	,	,	PUNCT
cana-2814	76	11	such	such	ADJ
cana-2814	76	12	as	as	ADP
cana-2814	76	13	wireless	wireless	ADJ
cana-2814	76	14	communication	communication	NOUN
cana-2814	76	15	,	,	PUNCT
cana-2814	76	16	cryptography	cryptography	NOUN
cana-2814	76	17	,	,	PUNCT
cana-2814	76	18	artificial	artificial	ADJ
cana-2814	76	19	intelligence	intelligence	NOUN
cana-2814	76	20	,	,	PUNCT
cana-2814	76	21	and	and	CCONJ
cana-2814	76	22	distributed	distributed	ADJ
cana-2814	76	23	computing	computing	NOUN
cana-2814	76	24	.	.	PUNCT
cana-2814	77	1	they	they	PRON
cana-2814	77	2	will	will	AUX
cana-2814	77	3	be	be	AUX
cana-2814	77	4	using	use	VERB
cana-2814	77	5	5	5	NUM
cana-2814	77	6	g	g	NOUN
cana-2814	77	7	as	as	ADP
cana-2814	77	8	a	a	DET
cana-2814	77	9	core	core	NOUN
cana-2814	77	10	part	part	NOUN
cana-2814	77	11	of	of	ADP
cana-2814	77	12	their	their	PRON
cana-2814	77	13	communication	communication	NOUN
cana-2814	77	14	infrastructure	infrastructure	NOUN
cana-2814	77	15	to	to	PART
cana-2814	77	16	ensure	ensure	VERB
cana-2814	77	17	low	low	ADJ
cana-2814	77	18	latency	latency	NOUN
cana-2814	77	19	and	and	CCONJ
cana-2814	77	20	fast	fast	ADJ
cana-2814	77	21	connectivity	connectivity	NOUN
cana-2814	77	22	,	,	PUNCT
cana-2814	77	23	which	which	PRON
cana-2814	77	24	are	be	AUX
cana-2814	77	25	pillars	pillar	NOUN
cana-2814	77	26	of	of	ADP
cana-2814	77	27	successful	successful	ADJ
cana-2814	77	28	adas	adas	PROPN
cana-2814	77	29	applications	application	NOUN
cana-2814	77	30	.	.	PUNCT
cana-2814	78	1	technologies	technology	NOUN
cana-2814	78	2	including	include	VERB
cana-2814	78	3	blockchain	blockchain	PROPN
cana-2814	78	4	,	,	PUNCT
cana-2814	78	5	machine	machine	NOUN
cana-2814	78	6	learning	learning	NOUN
cana-2814	78	7	(	(	PUNCT
cana-2814	78	8	ml	ml	NOUN
cana-2814	78	9	)	)	PUNCT
cana-2814	78	10	,	,	PUNCT
cana-2814	78	11	and	and	CCONJ
cana-2814	78	12	next	next	ADJ
cana-2814	78	13	-	-	PUNCT
cana-2814	78	14	generation	generation	NOUN
cana-2814	78	15	wireless	wireless	NOUN
cana-2814	78	16	networks	network	NOUN
cana-2814	78	17	like	like	ADP
cana-2814	78	18	6	6	NUM
cana-2814	78	19	g	g	NOUN
cana-2814	78	20	are	be	AUX
cana-2814	78	21	being	be	AUX
cana-2814	78	22	increasingly	increasingly	ADV
cana-2814	78	23	combined	combine	VERB
cana-2814	78	24	in	in	ADP
cana-2814	78	25	an	an	DET
cana-2814	78	26	effort	effort	NOUN
cana-2814	78	27	to	to	PART
cana-2814	78	28	tackle	tackle	VERB
cana-2814	78	29	classic	classic	ADJ
cana-2814	78	30	challenges	challenge	NOUN
cana-2814	78	31	in	in	ADP
cana-2814	78	32	this	this	DET
cana-2814	78	33	space	space	NOUN
cana-2814	78	34	.	.	PUNCT
cana-2814	79	1	a	a	DET
cana-2814	79	2	key	key	ADJ
cana-2814	79	3	aspect	aspect	NOUN
cana-2814	79	4	of	of	ADP
cana-2814	79	5	av	av	PROPN
cana-2814	79	6	communication	communication	NOUN
cana-2814	79	7	is	be	AUX
cana-2814	79	8	the	the	DET
cana-2814	79	9	secure	secure	ADJ
cana-2814	79	10	and	and	CCONJ
cana-2814	79	11	reliable	reliable	ADJ
cana-2814	79	12	exchange	exchange	NOUN
cana-2814	79	13	of	of	ADP
cana-2814	79	14	data	datum	NOUN
cana-2814	79	15	between	between	ADP
cana-2814	79	16	vehicles	vehicle	NOUN
cana-2814	79	17	,	,	PUNCT
cana-2814	79	18	infrastructure	infrastructure	NOUN
cana-2814	79	19	and	and	CCONJ
cana-2814	79	20	other	other	ADJ
cana-2814	79	21	network	network	NOUN
cana-2814	79	22	participants	participant	NOUN
cana-2814	79	23	.	.	PUNCT
cana-2814	80	1	communication	communication	NOUN
cana-2814	80	2	has	have	AUX
cana-2814	80	3	been	be	AUX
cana-2814	80	4	heavily	heavily	ADV
cana-2814	80	5	dependent	dependent	ADJ
cana-2814	80	6	on	on	ADP
cana-2814	80	7	centralized	centralized	ADJ
cana-2814	80	8	servers	server	NOUN
cana-2814	80	9	in	in	ADP
cana-2814	80	10	traditional	traditional	ADJ
cana-2814	80	11	approaches	approach	NOUN
cana-2814	80	12	.	.	PUNCT
cana-2814	81	1	these	these	DET
cana-2814	81	2	systems	system	NOUN
cana-2814	81	3	,	,	PUNCT
cana-2814	81	4	however	however	ADV
cana-2814	81	5	,	,	PUNCT
cana-2814	81	6	are	be	AUX
cana-2814	81	7	vulnerable	vulnerable	ADJ
cana-2814	81	8	to	to	ADP
cana-2814	81	9	single	single	ADJ
cana-2814	81	10	points	point	NOUN
cana-2814	81	11	of	of	ADP
cana-2814	81	12	failure	failure	NOUN
cana-2814	81	13	,	,	PUNCT
cana-2814	81	14	which	which	PRON
cana-2814	81	15	can	can	AUX
cana-2814	81	16	lead	lead	VERB
cana-2814	81	17	to	to	ADP
cana-2814	81	18	the	the	DET
cana-2814	81	19	entire	entire	ADJ
cana-2814	81	20	network	network	NOUN
cana-2814	81	21	being	be	AUX
cana-2814	81	22	affected	affect	VERB
cana-2814	81	23	in	in	ADP
cana-2814	81	24	terms	term	NOUN
cana-2814	81	25	of	of	ADP
cana-2814	81	26	insecurity	insecurity	NOUN
cana-2814	81	27	and	and	CCONJ
cana-2814	81	28	functionality	functionality	NOUN
cana-2814	81	29	.	.	PUNCT
cana-2814	82	1	moreover	moreover	ADV
cana-2814	82	2	,	,	PUNCT
cana-2814	82	3	the	the	DET
cana-2814	82	4	explosion	explosion	NOUN
cana-2814	82	5	of	of	ADP
cana-2814	82	6	internet	internet	NOUN
cana-2814	82	7	-	-	PUNCT
cana-2814	82	8	connected	connect	VERB
cana-2814	82	9	devices	device	NOUN
cana-2814	82	10	(	(	PUNCT
cana-2814	82	11	i.e.	i.e.	X
cana-2814	82	12	,	,	PUNCT
cana-2814	82	13	connected	connected	ADJ
cana-2814	82	14	cars	car	NOUN
cana-2814	82	15	,	,	PUNCT
cana-2814	82	16	smart	smart	ADJ
cana-2814	82	17	devices	device	NOUN
cana-2814	82	18	,	,	PUNCT
cana-2814	82	19	etc	etc	X
cana-2814	82	20	.	.	X
cana-2814	82	21	)	)	PUNCT
cana-2814	82	22	has	have	AUX
cana-2814	82	23	created	create	VERB
cana-2814	82	24	unprecedented	unprecedented	ADJ
cana-2814	82	25	centralized	centralized	ADJ
cana-2814	82	26	system	system	NOUN
cana-2814	82	27	pressure	pressure	NOUN
cana-2814	82	28	and	and	CCONJ
cana-2814	82	29	scalability	scalability	NOUN
cana-2814	82	30	issues	issue	NOUN
cana-2814	82	31	.	.	PUNCT
cana-2814	83	1	an	an	DET
cana-2814	83	2	emerging	emerge	VERB
cana-2814	83	3	alternative	alternative	ADJ
cana-2814	83	4	paradigm	paradigm	NOUN
cana-2814	83	5	is	be	AUX
cana-2814	83	6	the	the	DET
cana-2814	83	7	use	use	NOUN
cana-2814	83	8	of	of	ADP
cana-2814	83	9	blockchain	blockchain	PROPN
cana-2814	83	10	technology	technology	PROPN
cana-2814	83	11	,	,	PUNCT
cana-2814	83	12	as	as	ADP
cana-2814	83	13	a	a	DET
cana-2814	83	14	decentralized	decentralize	VERB
cana-2814	83	15	,	,	PUNCT
cana-2814	83	16	distributed	distribute	VERB
cana-2814	83	17	mechanism	mechanism	NOUN
cana-2814	83	18	for	for	ADP
cana-2814	83	19	organizing	organize	VERB
cana-2814	83	20	data	datum	NOUN
cana-2814	83	21	exchange	exchange	NOUN
cana-2814	83	22	.	.	PUNCT
cana-2814	84	1	blockchain	blockchain	PROPN
cana-2814	84	2	technology	technology	PROPN
cana-2814	84	3	can	can	AUX
cana-2814	84	4	help	help	VERB
cana-2814	84	5	av	av	PROPN
cana-2814	84	6	communication	communication	NOUN
cana-2814	84	7	networks	network	NOUN
cana-2814	84	8	to	to	PART
cana-2814	84	9	remove	remove	VERB
cana-2814	84	10	central	central	ADJ
cana-2814	84	11	authorities	authority	NOUN
cana-2814	84	12	,	,	PUNCT
cana-2814	84	13	thus	thus	ADV
cana-2814	84	14	which	which	PRON
cana-2814	84	15	makes	make	VERB
cana-2814	84	16	them	they	PRON
cana-2814	84	17	more	more	ADV
cana-2814	84	18	resilient	resilient	ADJ
cana-2814	84	19	and	and	CCONJ
cana-2814	84	20	less	less	ADV
cana-2814	84	21	vulnerable	vulnerable	ADJ
cana-2814	84	22	to	to	ADP
cana-2814	84	23	security	security	NOUN
cana-2814	84	24	attacks[11	attacks[11	VERB
cana-2814	84	25	]	]	PUNCT
cana-2814	84	26	.	.	PUNCT
cana-2814	85	1	ensuring	ensure	VERB
cana-2814	85	2	data	datum	NOUN
cana-2814	85	3	integrity	integrity	NOUN
cana-2814	85	4	and	and	CCONJ
cana-2814	85	5	trustworthiness	trustworthiness	NOUN
cana-2814	85	6	within	within	ADP
cana-2814	85	7	the	the	DET
cana-2814	85	8	communication	communication	NOUN
cana-2814	85	9	network	network	NOUN
cana-2814	85	10	is	be	AUX
cana-2814	85	11	another	another	DET
cana-2814	85	12	challenge	challenge	NOUN
cana-2814	85	13	.	.	PUNCT
cana-2814	86	1	real	real	ADJ
cana-2814	86	2	-	-	PUNCT
cana-2814	86	3	time	time	NOUN
cana-2814	86	4	data	datum	NOUN
cana-2814	86	5	is	be	AUX
cana-2814	86	6	essential	essential	ADJ
cana-2814	86	7	for	for	ADP
cana-2814	86	8	autonomous	autonomous	ADJ
cana-2814	86	9	vehicles	vehicle	NOUN
cana-2814	86	10	,	,	PUNCT
cana-2814	86	11	from	from	ADP
cana-2814	86	12	generating	generate	VERB
cana-2814	86	13	route	route	NOUN
cana-2814	86	14	plans	plan	NOUN
cana-2814	86	15	and	and	CCONJ
cana-2814	86	16	avoiding	avoid	VERB
cana-2814	86	17	collisions	collision	NOUN
cana-2814	86	18	to	to	ADP
cana-2814	86	19	managing	manage	VERB
cana-2814	86	20	traffic	traffic	NOUN
cana-2814	86	21	.	.	PUNCT
cana-2814	87	1	this	this	DET
cana-2814	87	2	data	datum	NOUN
cana-2814	87	3	can	can	AUX
cana-2814	87	4	be	be	AUX
cana-2814	87	5	extremely	extremely	ADV
cana-2814	87	6	sensitive	sensitive	ADJ
cana-2814	87	7	and	and	CCONJ
cana-2814	87	8	any	any	DET
cana-2814	87	9	tampering	tampering	NOUN
cana-2814	87	10	or	or	CCONJ
cana-2814	87	11	manipulation	manipulation	NOUN
cana-2814	87	12	in	in	ADP
cana-2814	87	13	that	that	PRON
cana-2814	87	14	can	can	AUX
cana-2814	87	15	have	have	VERB
cana-2814	87	16	dire	dire	ADJ
cana-2814	87	17	consequences	consequence	NOUN
cana-2814	87	18	.	.	PUNCT
cana-2814	88	1	by	by	ADP
cana-2814	88	2	using	use	VERB
cana-2814	88	3	blockchain	blockchain	NOUN
cana-2814	88	4	,	,	PUNCT
cana-2814	88	5	a	a	DET
cana-2814	88	6	tamper	tamper	ADV
cana-2814	88	7	-	-	PUNCT
cana-2814	88	8	resistant	resistant	ADJ
cana-2814	88	9	method	method	NOUN
cana-2814	88	10	for	for	SCONJ
cana-2814	88	11	documenting	documenting	NOUN
cana-2814	88	12	and	and	CCONJ
cana-2814	88	13	verifying	verifying	NOUN
cana-2814	88	14	transactions	transaction	NOUN
cana-2814	88	15	within	within	ADP
cana-2814	88	16	the	the	DET
cana-2814	88	17	system	system	NOUN
cana-2814	88	18	is	be	AUX
cana-2814	88	19	offered	offer	VERB
cana-2814	88	20	,	,	PUNCT
cana-2814	88	21	assuring	assure	VERB
cana-2814	88	22	the	the	DET
cana-2814	88	23	authenticity	authenticity	NOUN
cana-2814	88	24	and	and	CCONJ
cana-2814	88	25	traceability	traceability	NOUN
cana-2814	88	26	of	of	ADP
cana-2814	88	27	all	all	DET
cana-2814	88	28	data	datum	NOUN
cana-2814	88	29	transfers	transfer	NOUN
cana-2814	88	30	.	.	PUNCT
cana-2814	89	1	this	this	DET
cana-2814	89	2	ability	ability	NOUN
cana-2814	89	3	is	be	AUX
cana-2814	89	4	especially	especially	ADV
cana-2814	89	5	useful	useful	ADJ
cana-2814	89	6	for	for	ADP
cana-2814	89	7	keeping	keep	VERB
cana-2814	89	8	malicious	malicious	ADJ
cana-2814	89	9	attacks	attack	NOUN
cana-2814	89	10	or	or	CCONJ
cana-2814	89	11	unauthorized	unauthorized	ADJ
cana-2814	89	12	access	access	NOUN
cana-2814	89	13	in	in	ADP
cana-2814	89	14	check	check	NOUN
cana-2814	89	15	.	.	PUNCT
cana-2814	90	1	the	the	DET
cana-2814	90	2	use	use	NOUN
cana-2814	90	3	of	of	ADP
cana-2814	90	4	blockchain	blockchain	PROPN
cana-2814	90	5	technology	technology	PROPN
cana-2814	90	6	in	in	ADP
cana-2814	90	7	av	av	PROPN
cana-2814	90	8	communication	communication	NOUN
cana-2814	90	9	is	be	AUX
cana-2814	90	10	also	also	ADV
cana-2814	90	11	enhanced	enhance	VERB
cana-2814	90	12	by	by	ADP
cana-2814	90	13	its	its	PRON
cana-2814	90	14	capability	capability	NOUN
cana-2814	90	15	to	to	PART
cana-2814	90	16	facilitate	facilitate	VERB
cana-2814	90	17	transparency	transparency	NOUN
cana-2814	90	18	and	and	CCONJ
cana-2814	90	19	accountability	accountability	NOUN
cana-2814	90	20	.	.	PUNCT
cana-2814	91	1	in	in	ADP
cana-2814	91	2	contrast	contrast	NOUN
cana-2814	91	3	to	to	ADP
cana-2814	91	4	conventional	conventional	ADJ
cana-2814	91	5	systems	system	NOUN
cana-2814	91	6	where	where	SCONJ
cana-2814	91	7	the	the	DET
cana-2814	91	8	origins	origin	NOUN
cana-2814	91	9	of	of	ADP
cana-2814	91	10	data	datum	NOUN
cana-2814	91	11	can	can	AUX
cana-2814	91	12	be	be	AUX
cana-2814	91	13	hidden	hide	VERB
cana-2814	91	14	,	,	PUNCT
cana-2814	91	15	blockchain	blockchain	PROPN
cana-2814	91	16	guarantees	guarantee	VERB
cana-2814	91	17	that	that	SCONJ
cana-2814	91	18	each	each	DET
cana-2814	91	19	transaction	transaction	NOUN
cana-2814	91	20	is	be	AUX
cana-2814	91	21	transparent	transparent	ADJ
cana-2814	91	22	and	and	CCONJ
cana-2814	91	23	can	can	AUX
cana-2814	91	24	be	be	AUX
cana-2814	91	25	traced	trace	VERB
cana-2814	91	26	.	.	PUNCT
cana-2814	92	1	this	this	PRON
cana-2814	92	2	is	be	AUX
cana-2814	92	3	critical	critical	ADJ
cana-2814	92	4	for	for	ADP
cana-2814	92	5	multi	multi	ADJ
cana-2814	92	6	-	-	ADJ
cana-2814	92	7	stakeholder	stakeholder	ADJ
cana-2814	92	8	interaction	interaction	NOUN
cana-2814	92	9	scenarios	scenario	NOUN
cana-2814	92	10	like	like	ADP
cana-2814	92	11	toll	toll	NOUN
cana-2814	92	12	payments	payment	NOUN
cana-2814	92	13	,	,	PUNCT
cana-2814	92	14	insurance	insurance	NOUN
cana-2814	92	15	claims	claim	NOUN
cana-2814	92	16	,	,	PUNCT
cana-2814	92	17	and	and	CCONJ
cana-2814	92	18	traffic	traffic	NOUN
cana-2814	92	19	violations	violation	NOUN
cana-2814	92	20	enforcement	enforcement	NOUN
cana-2814	92	21	.	.	PUNCT
cana-2814	93	1	this	this	DET
cana-2814	93	2	trust	trust	NOUN
cana-2814	93	3	within	within	ADP
cana-2814	93	4	the	the	DET
cana-2814	93	5	public	public	NOUN
cana-2814	93	6	will	will	AUX
cana-2814	93	7	help	help	VERB
cana-2814	93	8	speed	speed	VERB
cana-2814	93	9	up	up	ADP
cana-2814	93	10	the	the	DET
cana-2814	93	11	implementation	implementation	NOUN
cana-2814	93	12	of	of	ADP
cana-2814	93	13	the	the	DET
cana-2814	93	14	av	av	PROPN
cana-2814	93	15	civil	civil	ADJ
cana-2814	93	16	systems	system	NOUN
cana-2814	93	17	within	within	ADP
cana-2814	93	18	the	the	DET
cana-2814	93	19	blockchain	blockchain	NOUN
cana-2814	93	20	,	,	PUNCT
cana-2814	93	21	improving	improve	VERB
cana-2814	93	22	the	the	DET
cana-2814	93	23	overall	overall	ADJ
cana-2814	93	24	adoption	adoption	NOUN
cana-2814	93	25	of	of	ADP
cana-2814	93	26	the	the	DET
cana-2814	93	27	autonomous	autonomous	ADJ
cana-2814	93	28	vehicle	vehicle	NOUN
cana-2814	93	29	.	.	PUNCT
cana-2814	94	1	communications	communication	NOUN
cana-2814	94	2	on	on	ADP
cana-2814	94	3	applied	apply	VERB
cana-2814	94	4	nonlinear	nonlinear	ADJ
cana-2814	94	5	analysis	analysis	NOUN
cana-2814	94	6	issn	issn	NOUN
cana-2814	94	7	:	:	PUNCT
cana-2814	94	8	1074	1074	NUM
cana-2814	94	9	-	-	PUNCT
cana-2814	94	10	133x	133x	NUM
cana-2814	94	11	vol	vol	NOUN
cana-2814	94	12	32	32	NUM
cana-2814	94	13	no	no	NOUN
cana-2814	94	14	.	.	PUNCT
cana-2814	95	1	4s	4s	NUM
cana-2814	95	2	(	(	PUNCT
cana-2814	95	3	2025	2025	NUM
cana-2814	95	4	)	)	PUNCT
cana-2814	95	5	293	293	NUM
cana-2814	95	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	95	7	machine	machine	NOUN
cana-2814	95	8	learning	learning	NOUN
cana-2814	95	9	has	have	AUX
cana-2814	95	10	also	also	ADV
cana-2814	95	11	become	become	VERB
cana-2814	95	12	a	a	DET
cana-2814	95	13	key	key	ADJ
cana-2814	95	14	area	area	NOUN
cana-2814	95	15	in	in	ADP
cana-2814	95	16	the	the	DET
cana-2814	95	17	advancement	advancement	NOUN
cana-2814	95	18	of	of	ADP
cana-2814	95	19	av	av	PROPN
cana-2814	95	20	communication	communication	NOUN
cana-2814	95	21	infrastructure	infrastructure	NOUN
cana-2814	95	22	.	.	PUNCT
cana-2814	96	1	ml	ml	NOUN
cana-2814	96	2	techniques	technique	NOUN
cana-2814	96	3	are	be	AUX
cana-2814	96	4	great	great	ADJ
cana-2814	96	5	at	at	ADP
cana-2814	96	6	handling	handle	VERB
cana-2814	96	7	big	big	ADJ
cana-2814	96	8	data	datum	NOUN
cana-2814	96	9	to	to	PART
cana-2814	96	10	recognize	recognize	VERB
cana-2814	96	11	patterns	pattern	NOUN
cana-2814	96	12	,	,	PUNCT
cana-2814	96	13	make	make	VERB
cana-2814	96	14	predictions	prediction	NOUN
cana-2814	96	15	,	,	PUNCT
cana-2814	96	16	and	and	CCONJ
cana-2814	96	17	improve	improve	VERB
cana-2814	96	18	processes	process	NOUN
cana-2814	96	19	.	.	PUNCT
cana-2814	97	1	ml	ml	AUX
cana-2814	97	2	can	can	AUX
cana-2814	97	3	improve	improve	VERB
cana-2814	97	4	various	various	ADJ
cana-2814	97	5	aspects	aspect	NOUN
cana-2814	97	6	of	of	ADP
cana-2814	97	7	autonomic	autonomic	ADJ
cana-2814	97	8	vehicles	vehicle	NOUN
cana-2814	97	9	,	,	PUNCT
cana-2814	97	10	such	such	ADJ
cana-2814	97	11	as	as	ADP
cana-2814	97	12	route	route	NOUN
cana-2814	97	13	optimization	optimization	NOUN
cana-2814	97	14	,	,	PUNCT
cana-2814	97	15	traffic	traffic	NOUN
cana-2814	97	16	flow	flow	NOUN
cana-2814	97	17	management	management	NOUN
cana-2814	97	18	,	,	PUNCT
cana-2814	97	19	and	and	CCONJ
cana-2814	97	20	predictive	predictive	ADJ
cana-2814	97	21	maintenance	maintenance	NOUN
cana-2814	97	22	.	.	PUNCT
cana-2814	98	1	ml	ml	NOUN
cana-2814	98	2	models	model	NOUN
cana-2814	98	3	,	,	PUNCT
cana-2814	98	4	for	for	ADP
cana-2814	98	5	example	example	NOUN
cana-2814	98	6	,	,	PUNCT
cana-2814	98	7	can	can	AUX
cana-2814	98	8	analyze	analyze	VERB
cana-2814	98	9	historical	historical	ADJ
cana-2814	98	10	as	as	ADV
cana-2814	98	11	well	well	ADV
cana-2814	98	12	as	as	ADP
cana-2814	98	13	real	real	ADJ
cana-2814	98	14	-	-	PUNCT
cana-2814	98	15	time	time	NOUN
cana-2814	98	16	traffic	traffic	NOUN
cana-2814	98	17	data	datum	NOUN
cana-2814	98	18	to	to	PART
cana-2814	98	19	predict	predict	VERB
cana-2814	98	20	congestion	congestion	NOUN
cana-2814	98	21	patterns	pattern	NOUN
cana-2814	98	22	,	,	PUNCT
cana-2814	98	23	allowing	allow	VERB
cana-2814	98	24	vehicles	vehicle	NOUN
cana-2814	98	25	to	to	PART
cana-2814	98	26	plan	plan	VERB
cana-2814	98	27	better	well	ADJ
cana-2814	98	28	and	and	CCONJ
cana-2814	98	29	more	more	ADV
cana-2814	98	30	efficient	efficient	ADJ
cana-2814	98	31	routes	route	NOUN
cana-2814	98	32	.	.	PUNCT
cana-2814	99	1	if	if	SCONJ
cana-2814	99	2	done	do	VERB
cana-2814	99	3	right	right	ADV
cana-2814	99	4	,	,	PUNCT
cana-2814	99	5	ml	ml	NOUN
cana-2814	99	6	-	-	PUNCT
cana-2814	99	7	based	base	VERB
cana-2814	99	8	predictive	predictive	ADJ
cana-2814	99	9	maintenance	maintenance	NOUN
cana-2814	99	10	systems	system	NOUN
cana-2814	99	11	such	such	ADJ
cana-2814	99	12	as	as	ADP
cana-2814	99	13	,	,	PUNCT
cana-2814	99	14	that	that	PRON
cana-2814	99	15	predict	predict	VERB
cana-2814	99	16	potential	potential	ADJ
cana-2814	99	17	car	car	NOUN
cana-2814	99	18	problems	problem	NOUN
cana-2814	99	19	even	even	ADV
cana-2814	99	20	before	before	SCONJ
cana-2814	99	21	they	they	PRON
cana-2814	99	22	would	would	AUX
cana-2814	99	23	occur	occur	VERB
cana-2814	99	24	and	and	CCONJ
cana-2814	99	25	would	would	AUX
cana-2814	99	26	help	help	VERB
cana-2814	99	27	in	in	ADP
cana-2814	99	28	reducing	reduce	VERB
cana-2814	99	29	downtime	downtime	NOUN
cana-2814	99	30	cost	cost	NOUN
cana-2814	99	31	and	and	CCONJ
cana-2814	99	32	maintenance	maintenance	NOUN
cana-2814	99	33	costs[12	costs[12	PROPN
cana-2814	99	34	]	]	PUNCT
cana-2814	99	35	.	.	PUNCT
cana-2814	100	1	moreover	moreover	ADV
cana-2814	100	2	,	,	PUNCT
cana-2814	100	3	ml	ml	ADP
cana-2814	100	4	algorithms	algorithm	NOUN
cana-2814	100	5	also	also	ADV
cana-2814	100	6	play	play	VERB
cana-2814	100	7	a	a	DET
cana-2814	100	8	vital	vital	ADJ
cana-2814	100	9	role	role	NOUN
cana-2814	100	10	in	in	ADP
cana-2814	100	11	increasing	increase	VERB
cana-2814	100	12	the	the	DET
cana-2814	100	13	safety	safety	NOUN
cana-2814	100	14	of	of	ADP
cana-2814	100	15	autonomous	autonomous	ADJ
cana-2814	100	16	vehicles	vehicle	NOUN
cana-2814	100	17	.	.	PUNCT
cana-2814	101	1	ml	ml	NOUN
cana-2814	101	2	models	model	NOUN
cana-2814	101	3	can	can	AUX
cana-2814	101	4	analyze	analyze	VERB
cana-2814	101	5	data	datum	NOUN
cana-2814	101	6	from	from	ADP
cana-2814	101	7	sensors	sensor	NOUN
cana-2814	101	8	,	,	PUNCT
cana-2814	101	9	cameras	camera	NOUN
cana-2814	101	10	,	,	PUNCT
cana-2814	101	11	and	and	CCONJ
cana-2814	101	12	other	other	ADJ
cana-2814	101	13	devices	device	NOUN
cana-2814	101	14	to	to	PART
cana-2814	101	15	identify	identify	VERB
cana-2814	101	16	and	and	CCONJ
cana-2814	101	17	respond	respond	VERB
cana-2814	101	18	to	to	ADP
cana-2814	101	19	potential	potential	ADJ
cana-2814	101	20	hazards	hazard	NOUN
cana-2814	101	21	in	in	ADP
cana-2814	101	22	real	real	ADJ
cana-2814	101	23	-	-	PUNCT
cana-2814	101	24	time	time	NOUN
cana-2814	101	25	.	.	PUNCT
cana-2814	102	1	as	as	ADP
cana-2814	102	2	another	another	DET
cana-2814	102	3	example	example	NOUN
cana-2814	102	4	,	,	PUNCT
cana-2814	102	5	an	an	DET
cana-2814	102	6	ml	ml	X
cana-2814	102	7	algorithm	algorithm	NOUN
cana-2814	102	8	can	can	AUX
cana-2814	102	9	parse	parse	VERB
cana-2814	102	10	images	image	NOUN
cana-2814	102	11	gathered	gather	VERB
cana-2814	102	12	from	from	ADP
cana-2814	102	13	a	a	DET
cana-2814	102	14	vehicle	vehicle	NOUN
cana-2814	102	15	's	's	PART
cana-2814	102	16	cameras	camera	NOUN
cana-2814	102	17	in	in	ADP
cana-2814	102	18	order	order	NOUN
cana-2814	102	19	to	to	PART
cana-2814	102	20	determine	determine	VERB
cana-2814	102	21	if	if	SCONJ
cana-2814	102	22	there	there	PRON
cana-2814	102	23	are	be	VERB
cana-2814	102	24	pedestrians	pedestrian	NOUN
cana-2814	102	25	,	,	PUNCT
cana-2814	102	26	cyclists	cyclist	NOUN
cana-2814	102	27	,	,	PUNCT
cana-2814	102	28	or	or	CCONJ
cana-2814	102	29	other	other	ADJ
cana-2814	102	30	obstacles	obstacle	NOUN
cana-2814	102	31	and	and	CCONJ
cana-2814	102	32	can	can	AUX
cana-2814	102	33	take	take	VERB
cana-2814	102	34	those	those	DET
cana-2814	102	35	and	and	CCONJ
cana-2814	102	36	similar	similar	ADJ
cana-2814	102	37	information	information	NOUN
cana-2814	102	38	to	to	PART
cana-2814	102	39	drive	drive	VERB
cana-2814	102	40	actions	action	NOUN
cana-2814	102	41	to	to	PART
cana-2814	102	42	avoid	avoid	VERB
cana-2814	102	43	collisions	collision	NOUN
cana-2814	102	44	.	.	PUNCT
cana-2814	103	1	ml	ml	PROPN
cana-2814	103	2	is	be	AUX
cana-2814	103	3	a	a	DET
cana-2814	103	4	powerful	powerful	ADJ
cana-2814	103	5	tool	tool	NOUN
cana-2814	103	6	in	in	ADP
cana-2814	103	7	managing	manage	VERB
cana-2814	103	8	traffic	traffic	NOUN
cana-2814	103	9	as	as	SCONJ
cana-2814	103	10	it	it	PRON
cana-2814	103	11	can	can	AUX
cana-2814	103	12	learn	learn	VERB
cana-2814	103	13	from	from	ADP
cana-2814	103	14	experience	experience	NOUN
cana-2814	103	15	and	and	CCONJ
cana-2814	103	16	also	also	ADV
cana-2814	103	17	adapt	adapt	VERB
cana-2814	103	18	to	to	ADP
cana-2814	103	19	new	new	ADJ
cana-2814	103	20	environments	environment	NOUN
cana-2814	103	21	.	.	PUNCT
cana-2814	104	1	combining	combine	VERB
cana-2814	104	2	blockchain	blockchain	PROPN
cana-2814	104	3	and	and	CCONJ
cana-2814	104	4	machine	machine	NOUN
cana-2814	104	5	learning	learning	NOUN
cana-2814	104	6	will	will	AUX
cana-2814	104	7	prove	prove	VERB
cana-2814	104	8	to	to	PART
cana-2814	104	9	be	be	AUX
cana-2814	104	10	a	a	DET
cana-2814	104	11	leap	leap	NOUN
cana-2814	104	12	in	in	ADP
cana-2814	104	13	the	the	DET
cana-2814	104	14	development	development	NOUN
cana-2814	104	15	of	of	ADP
cana-2814	104	16	communication	communication	NOUN
cana-2814	104	17	systems	system	NOUN
cana-2814	104	18	of	of	ADP
cana-2814	104	19	avs	avs	PROPN
cana-2814	104	20	.	.	PUNCT
cana-2814	105	1	when	when	SCONJ
cana-2814	105	2	combined	combine	VERB
cana-2814	105	3	,	,	PUNCT
cana-2814	105	4	these	these	DET
cana-2814	105	5	technologies	technology	NOUN
cana-2814	105	6	can	can	AUX
cana-2814	105	7	solve	solve	VERB
cana-2814	105	8	some	some	PRON
cana-2814	105	9	of	of	ADP
cana-2814	105	10	the	the	DET
cana-2814	105	11	biggest	big	ADJ
cana-2814	105	12	problems	problem	NOUN
cana-2814	105	13	–	–	PUNCT
cana-2814	105	14	data	data	NOUN
cana-2814	105	15	security	security	NOUN
cana-2814	105	16	and	and	CCONJ
cana-2814	105	17	real	real	ADJ
cana-2814	105	18	-	-	PUNCT
cana-2814	105	19	time	time	NOUN
cana-2814	105	20	analytics	analytic	NOUN
cana-2814	105	21	for	for	ADP
cana-2814	105	22	better	well	ADJ
cana-2814	105	23	decision	decision	NOUN
cana-2814	105	24	-	-	PUNCT
cana-2814	105	25	making	make	VERB
cana-2814	105	26	and	and	CCONJ
cana-2814	105	27	optimizing	optimize	VERB
cana-2814	105	28	the	the	DET
cana-2814	105	29	network	network	NOUN
cana-2814	105	30	.	.	PUNCT
cana-2814	106	1	the	the	DET
cana-2814	106	2	proliferation	proliferation	NOUN
cana-2814	106	3	of	of	ADP
cana-2814	106	4	ml	ml	NOUN
cana-2814	106	5	complements	complement	NOUN
cana-2814	106	6	the	the	DET
cana-2814	106	7	need	need	NOUN
cana-2814	106	8	for	for	ADP
cana-2814	106	9	secure	secure	ADJ
cana-2814	106	10	;	;	PUNCT
cana-2814	106	11	decentralized	decentralized	ADJ
cana-2814	106	12	and	and	CCONJ
cana-2814	106	13	immutable	immutable	ADJ
cana-2814	106	14	data	datum	NOUN
cana-2814	106	15	storage	storage	NOUN
cana-2814	106	16	capabilities	capability	NOUN
cana-2814	106	17	from	from	ADP
cana-2814	106	18	blockchain	blockchain	PROPN
cana-2814	106	19	.	.	PUNCT
cana-2814	107	1	for	for	ADP
cana-2814	107	2	instance	instance	NOUN
cana-2814	107	3	,	,	PUNCT
cana-2814	107	4	data	datum	NOUN
cana-2814	107	5	stored	store	VERB
cana-2814	107	6	on	on	ADP
cana-2814	107	7	a	a	DET
cana-2814	107	8	blockchain	blockchain	NOUN
cana-2814	107	9	can	can	AUX
cana-2814	107	10	be	be	AUX
cana-2814	107	11	leveraged	leverage	VERB
cana-2814	107	12	by	by	ADP
cana-2814	107	13	ml	ml	ADP
cana-2814	107	14	algorithms	algorithm	NOUN
cana-2814	107	15	to	to	PART
cana-2814	107	16	enhance	enhance	VERB
cana-2814	107	17	their	their	PRON
cana-2814	107	18	predictive	predictive	ADJ
cana-2814	107	19	capabilities	capability	NOUN
cana-2814	107	20	,	,	PUNCT
cana-2814	107	21	whereas	whereas	SCONJ
cana-2814	107	22	blockchain	blockchain	PROPN
cana-2814	107	23	can	can	AUX
cana-2814	107	24	provide	provide	VERB
cana-2814	107	25	a	a	DET
cana-2814	107	26	layer	layer	NOUN
cana-2814	107	27	of	of	ADP
cana-2814	107	28	security	security	NOUN
cana-2814	107	29	,	,	PUNCT
cana-2814	107	30	ensuring	ensure	VERB
cana-2814	107	31	that	that	SCONJ
cana-2814	107	32	the	the	DET
cana-2814	107	33	data	datum	NOUN
cana-2814	107	34	used	use	VERB
cana-2814	107	35	by	by	ADP
cana-2814	107	36	ml	ml	NOUN
cana-2814	107	37	models	model	NOUN
cana-2814	107	38	is	be	AUX
cana-2814	107	39	both	both	CCONJ
cana-2814	107	40	accurate	accurate	ADJ
cana-2814	107	41	and	and	CCONJ
cana-2814	107	42	reliable[13	reliable[13	NOUN
cana-2814	107	43	]	]	PUNCT
cana-2814	107	44	.	.	PUNCT
cana-2814	108	1	the	the	DET
cana-2814	108	2	use	use	NOUN
cana-2814	108	3	of	of	ADP
cana-2814	108	4	edge	edge	NOUN
cana-2814	108	5	computing	compute	VERB
cana-2814	108	6	in	in	ADP
cana-2814	108	7	av	av	PROPN
cana-2814	108	8	communication	communication	NOUN
cana-2814	108	9	systems	system	NOUN
cana-2814	108	10	is	be	AUX
cana-2814	108	11	an	an	DET
cana-2814	108	12	important	important	ADJ
cana-2814	108	13	technology	technology	NOUN
cana-2814	108	14	that	that	PRON
cana-2814	108	15	allows	allow	VERB
cana-2814	108	16	relevant	relevant	ADJ
cana-2814	108	17	data	datum	NOUN
cana-2814	108	18	to	to	PART
cana-2814	108	19	be	be	AUX
cana-2814	108	20	processed	process	VERB
cana-2814	108	21	closer	close	ADV
cana-2814	108	22	to	to	ADP
cana-2814	108	23	the	the	DET
cana-2814	108	24	source	source	NOUN
cana-2814	108	25	,	,	PUNCT
cana-2814	108	26	which	which	PRON
cana-2814	108	27	enhances	enhance	VERB
cana-2814	108	28	the	the	DET
cana-2814	108	29	potential	potential	NOUN
cana-2814	108	30	of	of	ADP
cana-2814	108	31	av	av	NOUN
cana-2814	108	32	communication	communication	NOUN
cana-2814	108	33	systems	system	NOUN
cana-2814	108	34	.	.	PUNCT
cana-2814	109	1	av	av	PROPN
cana-2814	109	2	networks	network	NOUN
cana-2814	109	3	often	often	ADV
cana-2814	109	4	experience	experience	VERB
cana-2814	109	5	delays	delay	NOUN
cana-2814	109	6	and	and	CCONJ
cana-2814	109	7	bandwidth	bandwidth	ADJ
cana-2814	109	8	constraints	constraint	NOUN
cana-2814	109	9	due	due	ADP
cana-2814	109	10	to	to	ADP
cana-2814	109	11	the	the	DET
cana-2814	109	12	high	high	ADJ
cana-2814	109	13	latency	latency	NOUN
cana-2814	109	14	associated	associate	VERB
cana-2814	109	15	with	with	ADP
cana-2814	109	16	traditional	traditional	ADJ
cana-2814	109	17	systems	system	NOUN
cana-2814	109	18	based	base	VERB
cana-2814	109	19	on	on	ADP
cana-2814	109	20	cloud	cloud	NOUN
cana-2814	109	21	.	.	PUNCT
cana-2814	110	1	edge	edge	NOUN
cana-2814	110	2	computing	computing	NOUN
cana-2814	110	3	alleviates	alleviate	VERB
cana-2814	110	4	these	these	DET
cana-2814	110	5	problems	problem	NOUN
cana-2814	110	6	by	by	ADP
cana-2814	110	7	decentralizing	decentralize	VERB
cana-2814	110	8	data	datum	NOUN
cana-2814	110	9	processing	processing	NOUN
cana-2814	110	10	to	to	AUX
cana-2814	110	11	edge	edge	NOUN
cana-2814	110	12	devices	device	NOUN
cana-2814	110	13	,	,	PUNCT
cana-2814	110	14	for	for	ADP
cana-2814	110	15	example	example	NOUN
cana-2814	110	16	,	,	PUNCT
cana-2814	110	17	on	on	ADP
cana-2814	110	18	-	-	PUNCT
cana-2814	110	19	board	board	NOUN
cana-2814	110	20	computers	computer	NOUN
cana-2814	110	21	embedded	embed	VERB
cana-2814	110	22	in	in	ADP
cana-2814	110	23	cars	car	NOUN
cana-2814	110	24	or	or	CCONJ
cana-2814	110	25	roadside	roadside	NOUN
cana-2814	110	26	units	unit	NOUN
cana-2814	110	27	.	.	PUNCT
cana-2814	111	1	this	this	PRON
cana-2814	111	2	minimizes	minimize	VERB
cana-2814	111	3	reliance	reliance	NOUN
cana-2814	111	4	on	on	ADP
cana-2814	111	5	centralized	centralized	ADJ
cana-2814	111	6	data	data	NOUN
cana-2814	111	7	centers	center	NOUN
cana-2814	111	8	,	,	PUNCT
cana-2814	111	9	decreasing	decrease	VERB
cana-2814	111	10	latency	latency	NOUN
cana-2814	111	11	,	,	PUNCT
cana-2814	111	12	and	and	CCONJ
cana-2814	111	13	resulting	result	VERB
cana-2814	111	14	in	in	ADP
cana-2814	111	15	a	a	DET
cana-2814	111	16	more	more	ADV
cana-2814	111	17	responsive	responsive	ADJ
cana-2814	111	18	system	system	NOUN
cana-2814	111	19	.	.	PUNCT
cana-2814	112	1	specifically	specifically	ADV
cana-2814	112	2	,	,	PUNCT
cana-2814	112	3	the	the	DET
cana-2814	112	4	integration	integration	NOUN
cana-2814	112	5	of	of	ADP
cana-2814	112	6	blockchain	blockchain	PROPN
cana-2814	112	7	and	and	CCONJ
cana-2814	112	8	ml	ml	X
cana-2814	112	9	on	on	ADP
cana-2814	112	10	edge	edge	NOUN
cana-2814	112	11	computing	computing	NOUN
cana-2814	112	12	accounts	account	NOUN
cana-2814	112	13	for	for	ADP
cana-2814	112	14	real	real	ADJ
cana-2814	112	15	-	-	PUNCT
cana-2814	112	16	time	time	NOUN
cana-2814	112	17	data	datum	NOUN
cana-2814	112	18	analysis	analysis	NOUN
cana-2814	112	19	and	and	CCONJ
cana-2814	112	20	secure	secure	VERB
cana-2814	112	21	transaction	transaction	NOUN
cana-2814	112	22	processing	processing	NOUN
cana-2814	112	23	,	,	PUNCT
cana-2814	112	24	making	make	VERB
cana-2814	112	25	it	it	PRON
cana-2814	112	26	one	one	NUM
cana-2814	112	27	of	of	ADP
cana-2814	112	28	the	the	DET
cana-2814	112	29	most	most	ADV
cana-2814	112	30	critical	critical	ADJ
cana-2814	112	31	enablers	enabler	NOUN
cana-2814	112	32	of	of	ADP
cana-2814	112	33	av	av	NOUN
cana-2814	112	34	communication	communication	NOUN
cana-2814	112	35	systems	system	NOUN
cana-2814	112	36	of	of	ADP
cana-2814	112	37	the	the	DET
cana-2814	112	38	next	next	ADJ
cana-2814	112	39	-	-	PUNCT
cana-2814	112	40	generation	generation	NOUN
cana-2814	112	41	[	[	X
cana-2814	112	42	14	14	NUM
cana-2814	112	43	]	]	PUNCT
cana-2814	112	44	.	.	PUNCT
cana-2814	113	1	the	the	DET
cana-2814	113	2	development	development	NOUN
cana-2814	113	3	of	of	ADP
cana-2814	113	4	6	6	NUM
cana-2814	113	5	g	g	NOUN
cana-2814	113	6	systems	system	NOUN
cana-2814	113	7	has	have	AUX
cana-2814	113	8	also	also	ADV
cana-2814	113	9	been	be	AUX
cana-2814	113	10	a	a	DET
cana-2814	113	11	key	key	ADJ
cana-2814	113	12	factor	factor	NOUN
cana-2814	113	13	in	in	ADP
cana-2814	113	14	the	the	DET
cana-2814	113	15	evolution	evolution	NOUN
cana-2814	113	16	of	of	ADP
cana-2814	113	17	av	av	PROPN
cana-2814	113	18	communication	communication	NOUN
cana-2814	113	19	technologies	technology	NOUN
cana-2814	113	20	.	.	PUNCT
cana-2814	114	1	set	set	VERB
cana-2814	114	2	to	to	PART
cana-2814	114	3	have	have	VERB
cana-2814	114	4	ultra	ultra	ADJ
cana-2814	114	5	-	-	ADJ
cana-2814	114	6	low	low	ADJ
cana-2814	114	7	latency	latency	NOUN
cana-2814	114	8	,	,	PUNCT
cana-2814	114	9	extremely	extremely	ADV
cana-2814	114	10	high	high	ADJ
cana-2814	114	11	connectivity	connectivity	NOUN
cana-2814	114	12	,	,	PUNCT
cana-2814	114	13	and	and	CCONJ
cana-2814	114	14	high	high	ADJ
cana-2814	114	15	bandwidth	bandwidth	NOUN
cana-2814	114	16	,	,	PUNCT
cana-2814	114	17	6	6	NUM
cana-2814	114	18	g	g	NOUN
cana-2814	114	19	networks	network	NOUN
cana-2814	114	20	will	will	AUX
cana-2814	114	21	build	build	VERB
cana-2814	114	22	on	on	ADP
cana-2814	114	23	the	the	DET
cana-2814	114	24	groundwork	groundwork	NOUN
cana-2814	114	25	that	that	SCONJ
cana-2814	114	26	5	5	NUM
cana-2814	114	27	g	g	NOUN
cana-2814	114	28	has	have	AUX
cana-2814	114	29	already	already	ADV
cana-2814	114	30	laid	lay	VERB
cana-2814	114	31	out	out	ADP
cana-2814	114	32	.	.	PUNCT
cana-2814	115	1	these	these	DET
cana-2814	115	2	characteristics	characteristic	NOUN
cana-2814	115	3	are	be	AUX
cana-2814	115	4	…	…	PUNCT
cana-2814	115	5	these	these	DET
cana-2814	115	6	features	feature	NOUN
cana-2814	115	7	are	be	AUX
cana-2814	115	8	critical	critical	ADJ
cana-2814	115	9	for	for	ADP
cana-2814	115	10	the	the	DET
cana-2814	115	11	ability	ability	NOUN
cana-2814	115	12	of	of	ADP
cana-2814	115	13	autonomous	autonomous	ADJ
cana-2814	115	14	vehicles	vehicle	NOUN
cana-2814	115	15	and	and	CCONJ
cana-2814	115	16	the	the	DET
cana-2814	115	17	infrastructure	infrastructure	NOUN
cana-2814	115	18	they	they	PRON
cana-2814	115	19	depend	depend	VERB
cana-2814	115	20	on	on	ADP
cana-2814	115	21	,	,	PUNCT
cana-2814	115	22	which	which	PRON
cana-2814	115	23	consists	consist	VERB
cana-2814	115	24	of	of	ADP
cana-2814	115	25	components	component	NOUN
cana-2814	115	26	such	such	ADJ
cana-2814	115	27	as	as	ADP
cana-2814	115	28	cars	car	NOUN
cana-2814	115	29	,	,	PUNCT
cana-2814	115	30	roads	road	NOUN
cana-2814	115	31	,	,	PUNCT
cana-2814	115	32	vehicles	vehicle	NOUN
cana-2814	115	33	,	,	PUNCT
cana-2814	115	34	wireless	wireless	ADJ
cana-2814	115	35	communications	communication	NOUN
cana-2814	115	36	,	,	PUNCT
cana-2814	115	37	and	and	CCONJ
cana-2814	115	38	people	people	NOUN
cana-2814	115	39	,	,	PUNCT
cana-2814	115	40	to	to	PART
cana-2814	115	41	communicate	communicate	VERB
cana-2814	115	42	and	and	CCONJ
cana-2814	115	43	interact	interact	VERB
cana-2814	115	44	with	with	ADP
cana-2814	115	45	one	one	NUM
cana-2814	115	46	another	another	DET
cana-2814	115	47	.	.	PUNCT
cana-2814	116	1	one	one	NUM
cana-2814	116	2	example	example	NOUN
cana-2814	116	3	includes	include	VERB
cana-2814	116	4	6	6	NUM
cana-2814	116	5	g	g	NOUN
cana-2814	116	6	networks	network	NOUN
cana-2814	116	7	allowing	allow	VERB
cana-2814	116	8	real	real	ADJ
cana-2814	116	9	-	-	PUNCT
cana-2814	116	10	time	time	NOUN
cana-2814	116	11	video	video	NOUN
cana-2814	116	12	streaming	streaming	NOUN
cana-2814	116	13	from	from	ADP
cana-2814	116	14	vehicle	vehicle	NOUN
cana-2814	116	15	cameras	camera	NOUN
cana-2814	116	16	to	to	ADP
cana-2814	116	17	central	central	ADJ
cana-2814	116	18	monitoring	monitoring	NOUN
cana-2814	116	19	systems	system	NOUN
cana-2814	116	20	,	,	PUNCT
cana-2814	116	21	which	which	PRON
cana-2814	116	22	can	can	AUX
cana-2814	116	23	receive	receive	VERB
cana-2814	116	24	important	important	ADJ
cana-2814	116	25	information	information	NOUN
cana-2814	116	26	for	for	ADP
cana-2814	116	27	traffic	traffic	NOUN
cana-2814	116	28	management	management	NOUN
cana-2814	116	29	and	and	CCONJ
cana-2814	116	30	accident	accident	NOUN
cana-2814	116	31	prevention	prevention	NOUN
cana-2814	116	32	.	.	PUNCT
cana-2814	117	1	furthermore	furthermore	ADV
cana-2814	117	2	,	,	PUNCT
cana-2814	117	3	the	the	DET
cana-2814	117	4	low	low	ADJ
cana-2814	117	5	latency	latency	NOUN
cana-2814	117	6	and	and	CCONJ
cana-2814	117	7	high	high	ADJ
cana-2814	117	8	data	datum	NOUN
cana-2814	117	9	rates	rate	NOUN
cana-2814	117	10	of	of	ADP
cana-2814	117	11	6	6	NUM
cana-2814	117	12	g	g	NOUN
cana-2814	117	13	networks	network	NOUN
cana-2814	117	14	enable	enable	VERB
cana-2814	117	15	quick	quick	ADJ
cana-2814	117	16	data	datum	NOUN
cana-2814	117	17	exchange	exchange	NOUN
cana-2814	117	18	and	and	CCONJ
cana-2814	117	19	communication	communication	NOUN
cana-2814	117	20	between	between	ADP
cana-2814	117	21	vehicles	vehicle	NOUN
cana-2814	117	22	,	,	PUNCT
cana-2814	117	23	infrastructure	infrastructure	NOUN
cana-2814	117	24	,	,	PUNCT
cana-2814	117	25	and	and	CCONJ
cana-2814	117	26	other	other	ADJ
cana-2814	117	27	network	network	NOUN
cana-2814	117	28	actors	actor	NOUN
cana-2814	117	29	.	.	PUNCT
cana-2814	118	1	although	although	SCONJ
cana-2814	118	2	much	much	ADJ
cana-2814	118	3	progress	progress	NOUN
cana-2814	118	4	has	have	AUX
cana-2814	118	5	been	be	AUX
cana-2814	118	6	achieved	achieve	VERB
cana-2814	118	7	,	,	PUNCT
cana-2814	118	8	several	several	ADJ
cana-2814	118	9	challenges	challenge	NOUN
cana-2814	118	10	still	still	ADV
cana-2814	118	11	exist	exist	VERB
cana-2814	118	12	in	in	ADP
cana-2814	118	13	av	av	PROPN
cana-2814	118	14	communication	communication	NOUN
cana-2814	118	15	systems	system	NOUN
cana-2814	118	16	integrating	integrate	VERB
cana-2814	118	17	blockchain	blockchain	PROPN
cana-2814	118	18	,	,	PUNCT
cana-2814	118	19	ml	ml	ADP
cana-2814	118	20	,	,	PUNCT
cana-2814	118	21	and	and	CCONJ
cana-2814	118	22	6	6	NUM
cana-2814	118	23	g.	g.	NOUN
cana-2814	118	24	a	a	DET
cana-2814	118	25	big	big	ADJ
cana-2814	118	26	problem	problem	NOUN
cana-2814	118	27	is	be	AUX
cana-2814	118	28	the	the	DET
cana-2814	118	29	computing	computing	NOUN
cana-2814	118	30	and	and	CCONJ
cana-2814	118	31	energy	energy	NOUN
cana-2814	118	32	needs	need	NOUN
cana-2814	118	33	of	of	ADP
cana-2814	118	34	these	these	DET
cana-2814	118	35	technologies	technology	NOUN
cana-2814	118	36	.	.	PUNCT
cana-2814	119	1	such	such	ADJ
cana-2814	119	2	as	as	ADP
cana-2814	119	3	high	high	ADJ
cana-2814	119	4	energy	energy	NOUN
cana-2814	119	5	consumption	consumption	NOUN
cana-2814	119	6	for	for	ADP
cana-2814	119	7	blockchain	blockchain	PROPN
cana-2814	119	8	protocols	protocol	NOUN
cana-2814	119	9	(	(	PUNCT
cana-2814	119	10	example	example	NOUN
cana-2814	119	11	:	:	PUNCT
cana-2814	119	12	proof	proof	NOUN
cana-2814	119	13	of	of	ADP
cana-2814	119	14	work	work	NOUN
cana-2814	119	15	)	)	PUNCT
cana-2814	119	16	for	for	ADP
cana-2814	119	17	example	example	NOUN
cana-2814	119	18	,	,	PUNCT
cana-2814	119	19	ml	ml	ADP
cana-2814	119	20	algorithms	algorithm	NOUN
cana-2814	119	21	typically	typically	ADV
cana-2814	119	22	need	need	VERB
cana-2814	119	23	large	large	ADJ
cana-2814	119	24	amounts	amount	NOUN
cana-2814	119	25	of	of	ADP
cana-2814	119	26	problem	problem	NOUN
cana-2814	119	27	-	-	PUNCT
cana-2814	119	28	solving	solve	VERB
cana-2814	119	29	time	time	NOUN
cana-2814	119	30	to	to	ADP
cana-2814	119	31	both	both	CCONJ
cana-2814	119	32	train	train	NOUN
cana-2814	119	33	and	and	CCONJ
cana-2814	119	34	inference	inference	NOUN
cana-2814	119	35	.	.	PUNCT
cana-2814	120	1	these	these	DET
cana-2814	120	2	technologies	technology	NOUN
cana-2814	120	3	need	need	VERB
cana-2814	120	4	to	to	PART
cana-2814	120	5	be	be	AUX
cana-2814	120	6	successfully	successfully	ADV
cana-2814	120	7	deployed	deploy	VERB
cana-2814	120	8	on	on	ADP
cana-2814	120	9	resource	resource	NOUN
cana-2814	120	10	-	-	PUNCT
cana-2814	120	11	constrained	constrain	VERB
cana-2814	120	12	systems	system	NOUN
cana-2814	120	13	communications	communication	NOUN
cana-2814	120	14	on	on	ADP
cana-2814	120	15	applied	apply	VERB
cana-2814	120	16	nonlinear	nonlinear	ADJ
cana-2814	120	17	analysis	analysis	NOUN
cana-2814	120	18	issn	issn	NOUN
cana-2814	120	19	:	:	PUNCT
cana-2814	120	20	1074	1074	NUM
cana-2814	120	21	-	-	PUNCT
cana-2814	120	22	133x	133x	NUM
cana-2814	120	23	vol	vol	NOUN
cana-2814	120	24	32	32	NUM
cana-2814	120	25	no	no	NOUN
cana-2814	120	26	.	.	PUNCT
cana-2814	121	1	4s	4s	NUM
cana-2814	121	2	(	(	PUNCT
cana-2814	121	3	2025	2025	NUM
cana-2814	121	4	)	)	PUNCT
cana-2814	121	5	294	294	NUM
cana-2814	121	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	121	7	(	(	PUNCT
cana-2814	121	8	edge	edge	NOUN
cana-2814	121	9	devices	device	NOUN
cana-2814	121	10	)	)	PUNCT
cana-2814	121	11	;	;	PUNCT
cana-2814	121	12	therefore	therefore	ADV
cana-2814	121	13	,	,	PUNCT
cana-2814	121	14	novel	novel	ADJ
cana-2814	121	15	solutions	solution	NOUN
cana-2814	121	16	are	be	AUX
cana-2814	121	17	warranted	warrant	VERB
cana-2814	121	18	to	to	PART
cana-2814	121	19	optimize	optimize	VERB
cana-2814	121	20	performance	performance	NOUN
cana-2814	121	21	while	while	SCONJ
cana-2814	121	22	consuming	consume	VERB
cana-2814	121	23	fewer	few	ADJ
cana-2814	121	24	resources	resource	NOUN
cana-2814	121	25	.	.	PUNCT
cana-2814	122	1	ensuring	ensure	VERB
cana-2814	122	2	interoperability	interoperability	NOUN
cana-2814	122	3	between	between	ADP
cana-2814	122	4	different	different	ADJ
cana-2814	122	5	systems	system	NOUN
cana-2814	122	6	and	and	CCONJ
cana-2814	122	7	technologies	technology	NOUN
cana-2814	122	8	is	be	AUX
cana-2814	122	9	another	another	DET
cana-2814	122	10	challenge	challenge	NOUN
cana-2814	122	11	.	.	PUNCT
cana-2814	123	1	whether	whether	SCONJ
cana-2814	123	2	in	in	ADP
cana-2814	123	3	autonomous	autonomous	ADJ
cana-2814	123	4	vehicle	vehicle	NOUN
cana-2814	123	5	networks	network	NOUN
cana-2814	123	6	in	in	ADP
cana-2814	123	7	which	which	PRON
cana-2814	123	8	multiple	multiple	ADJ
cana-2814	123	9	stakeholders	stakeholder	NOUN
cana-2814	123	10	(	(	PUNCT
cana-2814	123	11	vehicle	vehicle	NOUN
cana-2814	123	12	manufacturers	manufacturer	NOUN
cana-2814	123	13	,	,	PUNCT
cana-2814	123	14	infrastructure	infrastructure	NOUN
cana-2814	123	15	providers	provider	NOUN
cana-2814	123	16	,	,	PUNCT
cana-2814	123	17	and	and	CCONJ
cana-2814	123	18	service	service	NOUN
cana-2814	123	19	operators	operator	NOUN
cana-2814	123	20	)	)	PUNCT
cana-2814	123	21	feed	feed	VERB
cana-2814	123	22	into	into	ADP
cana-2814	123	23	one	one	NUM
cana-2814	123	24	another	another	DET
cana-2814	123	25	.	.	PUNCT
cana-2814	124	1	all	all	PRON
cana-2814	124	2	of	of	ADP
cana-2814	124	3	these	these	DET
cana-2814	124	4	entities	entity	NOUN
cana-2814	124	5	could	could	AUX
cana-2814	124	6	be	be	AUX
cana-2814	124	7	using	use	VERB
cana-2814	124	8	different	different	ADJ
cana-2814	124	9	protocols	protocol	NOUN
cana-2814	124	10	,	,	PUNCT
cana-2814	124	11	standards	standard	NOUN
cana-2814	124	12	,	,	PUNCT
cana-2814	124	13	and	and	CCONJ
cana-2814	124	14	technologies	technology	NOUN
cana-2814	124	15	leading	lead	VERB
cana-2814	124	16	to	to	ADP
cana-2814	124	17	possible	possible	ADJ
cana-2814	124	18	compatibility	compatibility	NOUN
cana-2814	124	19	issues	issue	NOUN
cana-2814	124	20	.	.	PUNCT
cana-2814	125	1	this	this	PRON
cana-2814	125	2	helps	help	VERB
cana-2814	125	3	to	to	PART
cana-2814	125	4	avoid	avoid	VERB
cana-2814	125	5	fragmentation	fragmentation	NOUN
cana-2814	125	6	of	of	ADP
cana-2814	125	7	the	the	DET
cana-2814	125	8	av	av	PROPN
cana-2814	125	9	ecosystem	ecosystem	NOUN
cana-2814	125	10	.	.	PUNCT
cana-2814	126	1	another	another	DET
cana-2814	126	2	important	important	ADJ
cana-2814	126	3	factor	factor	NOUN
cana-2814	126	4	in	in	ADP
cana-2814	126	5	the	the	DET
cana-2814	126	6	design	design	NOUN
cana-2814	126	7	of	of	ADP
cana-2814	126	8	av	av	PROPN
cana-2814	126	9	communication	communication	NOUN
cana-2814	126	10	systems	system	NOUN
cana-2814	126	11	is	be	AUX
cana-2814	126	12	scalability	scalability	NOUN
cana-2814	126	13	.	.	PUNCT
cana-2814	127	1	with	with	ADP
cana-2814	127	2	the	the	DET
cana-2814	127	3	increasing	increase	VERB
cana-2814	127	4	number	number	NOUN
cana-2814	127	5	of	of	ADP
cana-2814	127	6	connected	connected	ADJ
cana-2814	127	7	vehicles	vehicle	NOUN
cana-2814	127	8	and	and	CCONJ
cana-2814	127	9	devices	device	NOUN
cana-2814	127	10	,	,	PUNCT
cana-2814	127	11	the	the	DET
cana-2814	127	12	network	network	NOUN
cana-2814	127	13	needs	need	VERB
cana-2814	127	14	to	to	PART
cana-2814	127	15	be	be	AUX
cana-2814	127	16	able	able	ADJ
cana-2814	127	17	to	to	PART
cana-2814	127	18	manage	manage	VERB
cana-2814	127	19	the	the	DET
cana-2814	127	20	growing	grow	VERB
cana-2814	127	21	data	datum	NOUN
cana-2814	127	22	traffic	traffic	NOUN
cana-2814	127	23	without	without	ADP
cana-2814	127	24	sacrificing	sacrifice	VERB
cana-2814	127	25	performance	performance	NOUN
cana-2814	127	26	.	.	PUNCT
cana-2814	128	1	however	however	ADV
cana-2814	128	2	,	,	PUNCT
cana-2814	128	3	due	due	ADP
cana-2814	128	4	to	to	ADP
cana-2814	128	5	the	the	DET
cana-2814	128	6	scalability	scalability	NOUN
cana-2814	128	7	limitations	limitation	NOUN
cana-2814	128	8	(	(	PUNCT
cana-2814	128	9	transaction	transaction	NOUN
cana-2814	128	10	throughput	throughput	NOUN
cana-2814	128	11	and	and	CCONJ
cana-2814	128	12	latency	latency	NOUN
cana-2814	128	13	)	)	PUNCT
cana-2814	128	14	that	that	PRON
cana-2814	128	15	are	be	AUX
cana-2814	128	16	intrinsic	intrinsic	ADJ
cana-2814	128	17	to	to	ADP
cana-2814	128	18	blockchain	blockchain	PROPN
cana-2814	128	19	,	,	PUNCT
cana-2814	128	20	solving	solve	VERB
cana-2814	128	21	these	these	DET
cana-2814	128	22	problems	problem	NOUN
cana-2814	128	23	is	be	AUX
cana-2814	128	24	a	a	DET
cana-2814	128	25	prerequisite	prerequisite	NOUN
cana-2814	128	26	for	for	ADP
cana-2814	128	27	introducing	introduce	VERB
cana-2814	128	28	blockchain	blockchain	NOUN
cana-2814	128	29	into	into	ADP
cana-2814	128	30	av	av	PROPN
cana-2814	128	31	communication	communication	NOUN
cana-2814	128	32	networks	network	NOUN
cana-2814	128	33	.	.	PUNCT
cana-2814	129	1	transactions	transaction	NOUN
cana-2814	129	2	on	on	ADP
cana-2814	129	3	a	a	DET
cana-2814	129	4	blockchain	blockchain	NOUN
cana-2814	129	5	must	must	AUX
cana-2814	129	6	be	be	AUX
cana-2814	129	7	in	in	ADP
cana-2814	129	8	the	the	DET
cana-2814	129	9	consensus	consensus	NOUN
cana-2814	129	10	of	of	ADP
cana-2814	129	11	the	the	DET
cana-2814	129	12	network	network	NOUN
cana-2814	129	13	,	,	PUNCT
cana-2814	129	14	and	and	CCONJ
cana-2814	129	15	through	through	ADP
cana-2814	129	16	mechanisms	mechanism	NOUN
cana-2814	129	17	like	like	ADP
cana-2814	129	18	sharding	sharding	NOUN
cana-2814	129	19	,	,	PUNCT
cana-2814	129	20	sidechains	sidechain	NOUN
cana-2814	129	21	,	,	PUNCT
cana-2814	129	22	and	and	CCONJ
cana-2814	129	23	off	off	ADP
cana-2814	129	24	-	-	PUNCT
cana-2814	129	25	chain	chain	NOUN
cana-2814	129	26	transactions	transaction	NOUN
cana-2814	129	27	,	,	PUNCT
cana-2814	129	28	more	more	ADV
cana-2814	129	29	scalable	scalable	ADJ
cana-2814	129	30	and	and	CCONJ
cana-2814	129	31	faster	fast	ADJ
cana-2814	129	32	solutions	solution	NOUN
cana-2814	129	33	have	have	AUX
cana-2814	129	34	already	already	ADV
cana-2814	129	35	been	be	AUX
cana-2814	129	36	proposed	propose	VERB
cana-2814	129	37	;	;	PUNCT
cana-2814	129	38	however	however	ADV
cana-2814	129	39	,	,	PUNCT
cana-2814	129	40	only	only	ADV
cana-2814	129	41	more	more	ADV
cana-2814	129	42	comparative	comparative	ADJ
cana-2814	129	43	studies	study	NOUN
cana-2814	129	44	could	could	AUX
cana-2814	129	45	tell	tell	VERB
cana-2814	129	46	us	we	PRON
cana-2814	129	47	whether	whether	SCONJ
cana-2814	129	48	they	they	PRON
cana-2814	129	49	work	work	VERB
cana-2814	129	50	as	as	ADV
cana-2814	129	51	well	well	ADV
cana-2814	129	52	in	in	ADP
cana-2814	129	53	practice	practice	NOUN
cana-2814	129	54	as	as	SCONJ
cana-2814	129	55	they	they	PRON
cana-2814	129	56	do	do	VERB
cana-2814	129	57	theoretically	theoretically	ADV
cana-2814	129	58	.	.	PUNCT
cana-2814	130	1	sourc	sourc	PROPN
cana-2814	130	2	e	e	PROPN
cana-2814	130	3	objective	objective	ADJ
cana-2814	130	4	methodology	methodology	NOUN
cana-2814	130	5	results	result	VERB
cana-2814	130	6	research	research	NOUN
cana-2814	130	7	gap	gap	NOUN
cana-2814	130	8	[	[	X
cana-2814	130	9	15	15	NUM
cana-2814	130	10	]	]	X
cana-2814	130	11	●	●	PUNCT
cana-2814	130	12	enhance	enhance	NOUN
cana-2814	130	13	security	security	NOUN
cana-2814	130	14	and	and	CCONJ
cana-2814	130	15	transparency	transparency	NOUN
cana-2814	130	16	in	in	ADP
cana-2814	130	17	v2x	v2x	NOUN
cana-2814	130	18	communications	communication	NOUN
cana-2814	130	19	.	.	PUNCT
cana-2814	131	1	●	●	PUNCT
cana-2814	131	2	provide	provide	VERB
cana-2814	131	3	a	a	DET
cana-2814	131	4	decentralized	decentralize	VERB
cana-2814	131	5	platform	platform	NOUN
cana-2814	131	6	for	for	ADP
cana-2814	131	7	urban	urban	ADJ
cana-2814	131	8	traffic	traffic	NOUN
cana-2814	131	9	data	datum	NOUN
cana-2814	131	10	exchange	exchange	NOUN
cana-2814	131	11	.	.	PUNCT
cana-2814	132	1	●	●	PUNCT
cana-2814	132	2	ethereum	ethereum	NOUN
cana-2814	132	3	blockchain	blockchain	NOUN
cana-2814	132	4	and	and	CCONJ
cana-2814	132	5	solidity	solidity	NOUN
cana-2814	132	6	smart	smart	ADJ
cana-2814	132	7	contracts	contract	NOUN
cana-2814	132	8	integration	integration	NOUN
cana-2814	132	9	.	.	PUNCT
cana-2814	133	1	●	●	PUNCT
cana-2814	133	2	simulations	simulation	NOUN
cana-2814	133	3	in	in	ADP
cana-2814	133	4	urban	urban	ADJ
cana-2814	133	5	environments	environment	NOUN
cana-2814	133	6	using	use	VERB
cana-2814	133	7	sumo	sumo	ADJ
cana-2814	133	8	software	software	NOUN
cana-2814	133	9	.	.	PUNCT
cana-2814	134	1	●	●	NUM
cana-2814	134	2	simulations	simulation	NOUN
cana-2814	134	3	demonstrate	demonstrate	VERB
cana-2814	134	4	enhanced	enhanced	ADJ
cana-2814	134	5	security	security	NOUN
cana-2814	134	6	and	and	CCONJ
cana-2814	134	7	reliability	reliability	NOUN
cana-2814	134	8	in	in	ADP
cana-2814	134	9	v2x	v2x	NOUN
cana-2814	134	10	communication	communication	NOUN
cana-2814	134	11	.	.	PUNCT
cana-2814	135	1	●	●	PUNCT
cana-2814	135	2	evaluated	evaluate	VERB
cana-2814	135	3	various	various	ADJ
cana-2814	135	4	traffic	traffic	NOUN
cana-2814	135	5	scenarios	scenario	NOUN
cana-2814	135	6	using	use	VERB
cana-2814	135	7	sumo	sumo	ADJ
cana-2814	135	8	software	software	NOUN
cana-2814	135	9	.	.	PUNCT
cana-2814	136	1	●	●	PUNCT
cana-2814	136	2	cyber	cyber	NOUN
cana-2814	136	3	-	-	PUNCT
cana-2814	136	4	attacks	attack	NOUN
cana-2814	136	5	can	can	AUX
cana-2814	136	6	disrupt	disrupt	VERB
cana-2814	136	7	autonomous	autonomous	ADJ
cana-2814	136	8	vehicle	vehicle	NOUN
cana-2814	136	9	operations	operation	NOUN
cana-2814	136	10	and	and	CCONJ
cana-2814	136	11	safety	safety	NOUN
cana-2814	136	12	.	.	PUNCT
cana-2814	137	1	●	●	NUM
cana-2814	137	2	compromised	compromise	VERB
cana-2814	137	3	communication	communication	NOUN
cana-2814	137	4	channels	channel	NOUN
cana-2814	137	5	may	may	AUX
cana-2814	137	6	lead	lead	VERB
cana-2814	137	7	to	to	ADP
cana-2814	137	8	dangerous	dangerous	ADJ
cana-2814	137	9	situations	situation	NOUN
cana-2814	137	10	.	.	PUNCT
cana-2814	138	1	[	[	X
cana-2814	138	2	16	16	NUM
cana-2814	138	3	]	]	SYM
cana-2814	138	4	●	●	PUNCT
cana-2814	138	5	mitigate	mitigate	NOUN
cana-2814	138	6	security	security	NOUN
cana-2814	138	7	risks	risk	NOUN
cana-2814	138	8	in	in	ADP
cana-2814	138	9	autonomous	autonomous	ADJ
cana-2814	138	10	vehicle	vehicle	NOUN
cana-2814	138	11	networks	network	NOUN
cana-2814	138	12	.	.	PUNCT
cana-2814	139	1	●	●	PUNCT
cana-2814	139	2	enhance	enhance	NOUN
cana-2814	139	3	detection	detection	NOUN
cana-2814	139	4	accuracy	accuracy	NOUN
cana-2814	139	5	using	use	VERB
cana-2814	139	6	advanced	advanced	ADJ
cana-2814	139	7	learning	learning	NOUN
cana-2814	139	8	techniques	technique	NOUN
cana-2814	139	9	.	.	PUNCT
cana-2814	140	1	●	●	NUM
cana-2814	140	2	data	datum	NOUN
cana-2814	140	3	fusion	fusion	NOUN
cana-2814	140	4	,	,	PUNCT
cana-2814	140	5	one	one	NUM
cana-2814	140	6	-	-	PUNCT
cana-2814	140	7	class	class	NOUN
cana-2814	140	8	support	support	NOUN
cana-2814	140	9	vector	vector	NOUN
cana-2814	140	10	machine	machine	NOUN
cana-2814	140	11	,	,	PUNCT
cana-2814	140	12	random	random	ADJ
cana-2814	140	13	forest	forest	NOUN
cana-2814	140	14	,	,	PUNCT
cana-2814	140	15	knearest	knearest	NOUN
cana-2814	140	16	neighbor	neighbor	NOUN
cana-2814	140	17	●	●	PUNCT
cana-2814	140	18	pre	pre	ADJ
cana-2814	140	19	-	-	ADJ
cana-2814	140	20	trained	train	VERB
cana-2814	140	21	convolutional	convolutional	ADJ
cana-2814	140	22	neural	neural	ADJ
cana-2814	140	23	network	network	NOUN
cana-2814	140	24	models	model	NOUN
cana-2814	140	25	for	for	ADP
cana-2814	140	26	attack	attack	NOUN
cana-2814	140	27	detection	detection	NOUN
cana-2814	140	28	●	●	NUM
cana-2814	140	29	efficientnet	efficientnet	NOUN
cana-2814	140	30	model	model	NOUN
cana-2814	140	31	achieves	achieve	VERB
cana-2814	140	32	99.97	99.97	NUM
cana-2814	140	33	%	%	NOUN
cana-2814	140	34	detection	detection	NOUN
cana-2814	140	35	accuracy	accuracy	NOUN
cana-2814	140	36	.	.	PUNCT
cana-2814	141	1	●	●	PUNCT
cana-2814	141	2	advanced	advanced	ADJ
cana-2814	141	3	techniques	technique	NOUN
cana-2814	141	4	improve	improve	VERB
cana-2814	141	5	cyber	cyber	ADJ
cana-2814	141	6	-	-	PUNCT
cana-2814	141	7	attack	attack	NOUN
cana-2814	141	8	detection	detection	NOUN
cana-2814	141	9	in	in	ADP
cana-2814	141	10	av	av	PROPN
cana-2814	141	11	networks	network	NOUN
cana-2814	141	12	.	.	PUNCT
cana-2814	142	1	●	●	PUNCT
cana-2814	142	2	communicatio	communicatio	NOUN
cana-2814	142	3	n	n	PRON
cana-2814	142	4	security	security	NOUN
cana-2814	142	5	in	in	ADP
cana-2814	142	6	the	the	DET
cana-2814	142	7	internet	internet	NOUN
cana-2814	142	8	of	of	ADP
cana-2814	142	9	vehicles	vehicle	NOUN
cana-2814	142	10	(	(	PUNCT
cana-2814	142	11	iov	iov	PROPN
cana-2814	142	12	)	)	PUNCT
cana-2814	142	13	.	.	PUNCT
cana-2814	143	1	●	●	PUNCT
cana-2814	143	2	reliable	reliable	ADJ
cana-2814	143	3	automated	automate	VERB
cana-2814	143	4	decisionmaking	decisionmaking	NOUN
cana-2814	143	5	for	for	ADP
cana-2814	143	6	autonomous	autonomous	ADJ
cana-2814	143	7	vehicles	vehicle	NOUN
cana-2814	143	8	.	.	PUNCT
cana-2814	144	1	[	[	X
cana-2814	144	2	17	17	NUM
cana-2814	144	3	]	]	SYM
cana-2814	144	4	●	●	PUNCT
cana-2814	144	5	ensure	ensure	VERB
cana-2814	144	6	secure	secure	ADJ
cana-2814	144	7	communication	communication	NOUN
cana-2814	144	8	in	in	ADP
cana-2814	144	9	the	the	DET
cana-2814	144	10	internet	internet	NOUN
cana-2814	144	11	of	of	ADP
cana-2814	144	12	vehicles	vehicle	NOUN
cana-2814	144	13	.	.	PUNCT
cana-2814	145	1	●	●	PUNCT
cana-2814	145	2	support	support	NOUN
cana-2814	145	3	reliable	reliable	ADJ
cana-2814	145	4	●	●	NUM
cana-2814	145	5	blockchainintegrated	blockchainintegrate	VERB
cana-2814	145	6	secure	secure	ADJ
cana-2814	145	7	authentication	authentication	NOUN
cana-2814	145	8	(	(	PUNCT
cana-2814	145	9	bisa	bisa	PROPN
cana-2814	145	10	)	)	PUNCT
cana-2814	145	11	for	for	ADP
cana-2814	145	12	identity	identity	NOUN
cana-2814	145	13	management	management	NOUN
cana-2814	145	14	.	.	PUNCT
cana-2814	146	1	●	●	PUNCT
cana-2814	146	2	decentralized	decentralize	VERB
cana-2814	146	3	blockchain	blockchain	PROPN
cana-2814	146	4	name	name	NOUN
cana-2814	146	5	●	●	PROPN
cana-2814	146	6	introduces	introduce	NOUN
cana-2814	146	7	a	a	DET
cana-2814	146	8	decentralized	decentralize	VERB
cana-2814	146	9	framework	framework	NOUN
cana-2814	146	10	for	for	ADP
cana-2814	146	11	secure	secure	ADJ
cana-2814	146	12	vehicle	vehicle	NOUN
cana-2814	146	13	communication	communication	NOUN
cana-2814	146	14	.	.	PUNCT
cana-2814	147	1	●	●	PUNCT
cana-2814	147	2	ensures	ensure	VERB
cana-2814	147	3	reliable	reliable	ADJ
cana-2814	147	4	data	datum	NOUN
cana-2814	147	5	●	●	PUNCT
cana-2814	147	6	unique	unique	ADJ
cana-2814	147	7	security	security	NOUN
cana-2814	147	8	challenges	challenge	NOUN
cana-2814	147	9	of	of	ADP
cana-2814	147	10	6	6	NUM
cana-2814	147	11	g	g	NOUN
cana-2814	147	12	networks	network	NOUN
cana-2814	147	13	.	.	PUNCT
cana-2814	148	1	●	●	PUNCT
cana-2814	148	2	evolving	evolve	VERB
cana-2814	148	3	aibased	aibase	VERB
cana-2814	148	4	iov	iov	PROPN
cana-2814	148	5	security	security	NOUN
cana-2814	148	6	landscape	landscape	NOUN
cana-2814	148	7	.	.	PUNCT
cana-2814	149	1	communications	communication	NOUN
cana-2814	149	2	on	on	ADP
cana-2814	149	3	applied	apply	VERB
cana-2814	149	4	nonlinear	nonlinear	ADJ
cana-2814	149	5	analysis	analysis	NOUN
cana-2814	149	6	issn	issn	NOUN
cana-2814	149	7	:	:	PUNCT
cana-2814	149	8	1074	1074	NUM
cana-2814	149	9	-	-	PUNCT
cana-2814	149	10	133x	133x	NUM
cana-2814	149	11	vol	vol	NOUN
cana-2814	149	12	32	32	NUM
cana-2814	149	13	no	no	NOUN
cana-2814	149	14	.	.	PUNCT
cana-2814	150	1	4s	4s	NUM
cana-2814	150	2	(	(	PUNCT
cana-2814	150	3	2025	2025	NUM
cana-2814	150	4	)	)	PUNCT
cana-2814	150	5	295	295	NUM
cana-2814	151	1	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-2814	151	2	automated	automate	VERB
cana-2814	151	3	decision	decision	NOUN
cana-2814	151	4	-	-	PUNCT
cana-2814	151	5	making	making	NOUN
cana-2814	151	6	for	for	ADP
cana-2814	151	7	autonomous	autonomous	ADJ
cana-2814	151	8	vehicles	vehicle	NOUN
cana-2814	151	9	.	.	PUNCT
cana-2814	152	1	resolution	resolution	NOUN
cana-2814	152	2	(	(	PUNCT
cana-2814	152	3	dbnr	dbnr	ADV
cana-2814	152	4	)	)	PUNCT
cana-2814	152	5	for	for	ADP
cana-2814	152	6	data	data	NOUN
cana-2814	152	7	exchanges	exchange	NOUN
cana-2814	152	8	.	.	PUNCT
cana-2814	153	1	exchanges	exchange	NOUN
cana-2814	153	2	for	for	ADP
cana-2814	153	3	autonomous	autonomous	ADJ
cana-2814	153	4	vehicle	vehicle	NOUN
cana-2814	153	5	operations	operation	NOUN
cana-2814	153	6	.	.	PUNCT
cana-2814	154	1	[	[	X
cana-2814	154	2	18	18	NUM
cana-2814	154	3	]	]	SYM
cana-2814	154	4	●	●	NUM
cana-2814	154	5	analyze	analyze	NOUN
cana-2814	154	6	ai	ai	NOUN
cana-2814	154	7	-	-	PUNCT
cana-2814	154	8	based	base	VERB
cana-2814	154	9	iov	iov	PROPN
cana-2814	154	10	security	security	NOUN
cana-2814	154	11	and	and	CCONJ
cana-2814	154	12	v2x	v2x	VERB
cana-2814	154	13	communications	communication	NOUN
cana-2814	154	14	.	.	PUNCT
cana-2814	155	1	●	●	PUNCT
cana-2814	155	2	address	address	NOUN
cana-2814	155	3	unique	unique	ADJ
cana-2814	155	4	challenges	challenge	NOUN
cana-2814	155	5	of	of	ADP
cana-2814	155	6	6	6	NUM
cana-2814	155	7	g	g	NOUN
cana-2814	155	8	networks	network	NOUN
cana-2814	155	9	.	.	PUNCT
cana-2814	156	1	●	●	NUM
cana-2814	156	2	machine	machine	NOUN
cana-2814	156	3	learning	learning	NOUN
cana-2814	156	4	and	and	CCONJ
cana-2814	156	5	deep	deep	ADJ
cana-2814	156	6	learning	learning	NOUN
cana-2814	156	7	for	for	ADP
cana-2814	156	8	v2x	v2x	VERB
cana-2814	156	9	security	security	NOUN
cana-2814	156	10	.	.	PUNCT
cana-2814	157	1	●	●	PUNCT
cana-2814	157	2	federated	federated	ADJ
cana-2814	157	3	learning	learning	NOUN
cana-2814	157	4	for	for	ADP
cana-2814	157	5	collaborative	collaborative	ADJ
cana-2814	157	6	threat	threat	NOUN
cana-2814	157	7	intelligence	intelligence	NOUN
cana-2814	157	8	sharing	sharing	NOUN
cana-2814	157	9	.	.	PUNCT
cana-2814	158	1	●	●	PUNCT
cana-2814	158	2	ai	ai	NOUN
cana-2814	158	3	enhances	enhance	VERB
cana-2814	158	4	security	security	NOUN
cana-2814	158	5	and	and	CCONJ
cana-2814	158	6	safety	safety	NOUN
cana-2814	158	7	in	in	ADP
cana-2814	158	8	6g	6g	NOUN
cana-2814	158	9	-	-	PUNCT
cana-2814	158	10	connected	connect	VERB
cana-2814	158	11	vehicles	vehicle	NOUN
cana-2814	158	12	.	.	PUNCT
cana-2814	159	1	●	●	NUM
cana-2814	159	2	improved	improve	VERB
cana-2814	159	3	protection	protection	NOUN
cana-2814	159	4	without	without	ADP
cana-2814	159	5	compromising	compromise	VERB
cana-2814	159	6	performance	performance	NOUN
cana-2814	159	7	in	in	ADP
cana-2814	159	8	iot	iot	ADJ
cana-2814	159	9	networks	network	NOUN
cana-2814	159	10	.	.	PUNCT
cana-2814	160	1	●	●	PUNCT
cana-2814	160	2	fundamental	fundamental	ADJ
cana-2814	160	3	privacy	privacy	NOUN
cana-2814	160	4	and	and	CCONJ
cana-2814	160	5	security	security	NOUN
cana-2814	160	6	issues	issue	NOUN
cana-2814	160	7	in	in	ADP
cana-2814	160	8	6	6	NUM
cana-2814	160	9	g	g	NOUN
cana-2814	160	10	technology	technology	NOUN
cana-2814	160	11	.	.	PUNCT
cana-2814	161	1	●	●	PUNCT
cana-2814	161	2	denial	denial	NOUN
cana-2814	161	3	of	of	ADP
cana-2814	161	4	service	service	NOUN
cana-2814	161	5	(	(	PUNCT
cana-2814	161	6	dos	do	NOUN
cana-2814	161	7	)	)	PUNCT
cana-2814	161	8	attacks	attack	NOUN
cana-2814	161	9	on	on	ADP
cana-2814	161	10	wireless	wireless	ADJ
cana-2814	161	11	sensor	sensor	NOUN
cana-2814	161	12	networks	network	NOUN
cana-2814	161	13	.	.	PUNCT
cana-2814	162	1	[	[	X
cana-2814	162	2	19	19	NUM
cana-2814	162	3	]	]	SYM
cana-2814	162	4	●	●	NUM
cana-2814	162	5	address	address	NOUN
cana-2814	162	6	privacy	privacy	NOUN
cana-2814	162	7	and	and	CCONJ
cana-2814	162	8	security	security	NOUN
cana-2814	162	9	issues	issue	NOUN
cana-2814	162	10	in	in	ADP
cana-2814	162	11	6	6	NUM
cana-2814	162	12	g	g	NOUN
cana-2814	162	13	technology	technology	NOUN
cana-2814	162	14	.	.	PUNCT
cana-2814	163	1	●	●	PUNCT
cana-2814	163	2	optimiz	optimiz	ADJ
cana-2814	163	3	e	e	PROPN
cana-2814	163	4	wireless	wireless	ADJ
cana-2814	163	5	sensor	sensor	NOUN
cana-2814	163	6	network	network	NOUN
cana-2814	163	7	security	security	NOUN
cana-2814	163	8	management	management	NOUN
cana-2814	163	9	using	use	VERB
cana-2814	163	10	machine	machine	NOUN
cana-2814	163	11	learning	learning	NOUN
cana-2814	163	12	.	.	PUNCT
cana-2814	164	1	●	●	PUNCT
cana-2814	164	2	blockchain	blockchain	PROPN
cana-2814	164	3	user	user	PROPN
cana-2814	164	4	datagram	datagram	PROPN
cana-2814	164	5	transport	transport	NOUN
cana-2814	164	6	protocol	protocol	NOUN
cana-2814	164	7	with	with	ADP
cana-2814	164	8	reinforcement	reinforcement	NOUN
cana-2814	164	9	projection	projection	NOUN
cana-2814	164	10	regression	regression	NOUN
cana-2814	164	11	.	.	PUNCT
cana-2814	165	1	●	●	PUNCT
cana-2814	165	2	artificial	artificial	ADJ
cana-2814	165	3	democratic	democratic	ADJ
cana-2814	165	4	cuckoo	cuckoo	NOUN
cana-2814	165	5	glowworm	glowworm	PROPN
cana-2814	165	6	remora	remora	PROPN
cana-2814	165	7	optimization	optimization	PROPN
cana-2814	165	8	for	for	ADP
cana-2814	165	9	network	network	NOUN
cana-2814	165	10	optimization	optimization	NOUN
cana-2814	165	11	.	.	PUNCT
cana-2814	166	1	●	●	NUM
cana-2814	166	2	97	97	NUM
cana-2814	166	3	%	%	NOUN
cana-2814	166	4	throughput	throughput	NOUN
cana-2814	166	5	,	,	PUNCT
cana-2814	166	6	95	95	NUM
cana-2814	166	7	%	%	NOUN
cana-2814	166	8	energy	energy	NOUN
cana-2814	166	9	efficiency	efficiency	NOUN
cana-2814	166	10	,	,	PUNCT
cana-2814	166	11	96	96	NUM
cana-2814	166	12	%	%	NOUN
cana-2814	166	13	accuracy	accuracy	NOUN
cana-2814	166	14	.	.	PUNCT
cana-2814	167	1	●	●	NUM
cana-2814	167	2	50	50	NUM
cana-2814	167	3	%	%	NOUN
cana-2814	167	4	end	end	NOUN
cana-2814	167	5	-	-	PUNCT
cana-2814	167	6	toend	toend	NOUN
cana-2814	167	7	delay	delay	NOUN
cana-2814	167	8	,	,	PUNCT
cana-2814	167	9	94	94	NUM
cana-2814	167	10	%	%	NOUN
cana-2814	167	11	packet	packet	NOUN
cana-2814	167	12	delivery	delivery	NOUN
cana-2814	167	13	ratio	ratio	NOUN
cana-2814	167	14	.	.	PUNCT
cana-2814	168	1	●	●	NUM
cana-2814	168	2	6	6	NUM
cana-2814	168	3	g	g	NOUN
cana-2814	168	4	networks	network	NOUN
cana-2814	168	5	vulnerable	vulnerable	ADJ
cana-2814	168	6	to	to	ADP
cana-2814	168	7	cyberattacks	cyberattack	NOUN
cana-2814	168	8	due	due	ADP
cana-2814	168	9	to	to	ADP
cana-2814	168	10	flexibility	flexibility	NOUN
cana-2814	168	11	.	.	PUNCT
cana-2814	169	1	●	●	PUNCT
cana-2814	169	2	addressing	address	VERB
cana-2814	169	3	issues	issue	NOUN
cana-2814	169	4	with	with	ADP
cana-2814	169	5	blockchain	blockchain	PROPN
cana-2814	169	6	technology	technology	PROPN
cana-2814	169	7	integration	integration	NOUN
cana-2814	169	8	.	.	PUNCT
cana-2814	170	1	[	[	X
cana-2814	170	2	20	20	NUM
cana-2814	170	3	]	]	SYM
cana-2814	170	4	●	●	PUNCT
cana-2814	170	5	introduc	introduc	X
cana-2814	170	6	e	e	PROPN
cana-2814	170	7	blockchainenabled	blockchainenable	VERB
cana-2814	170	8	secure	secure	ADJ
cana-2814	170	9	vehicular	vehicular	ADJ
cana-2814	170	10	management	management	NOUN
cana-2814	170	11	systems	system	NOUN
cana-2814	170	12	.	.	PUNCT
cana-2814	171	1	●	●	PUNCT
cana-2814	171	2	motivate	motivate	ADJ
cana-2814	171	3	multidisciplinar	multidisciplinar	NOUN
cana-2814	171	4	y	y	PROPN
cana-2814	171	5	and	and	CCONJ
cana-2814	171	6	crosscutting	crosscut	VERB
cana-2814	171	7	technology	technology	NOUN
cana-2814	171	8	integration	integration	NOUN
cana-2814	171	9	.	.	PUNCT
cana-2814	172	1	●	●	PUNCT
cana-2814	172	2	blockchain	blockchain	NOUN
cana-2814	172	3	technology	technology	NOUN
cana-2814	172	4	for	for	ADP
cana-2814	172	5	secure	secure	ADJ
cana-2814	172	6	vehicular	vehicular	ADJ
cana-2814	172	7	management	management	NOUN
cana-2814	172	8	systems	system	NOUN
cana-2814	172	9	.	.	PUNCT
cana-2814	173	1	●	●	PUNCT
cana-2814	173	2	cloud	cloud	ADJ
cana-2814	173	3	edge	edge	NOUN
cana-2814	173	4	computing	compute	VERB
cana-2814	173	5	for	for	ADP
cana-2814	173	6	iot	iot	ADJ
cana-2814	173	7	device	device	NOUN
cana-2814	173	8	management	management	NOUN
cana-2814	173	9	.	.	PUNCT
cana-2814	174	1	●	●	PUNCT
cana-2814	174	2	introduces	introduce	VERB
cana-2814	174	3	a	a	DET
cana-2814	174	4	secure	secure	ADJ
cana-2814	174	5	vehicular	vehicular	ADJ
cana-2814	174	6	management	management	NOUN
cana-2814	174	7	system	system	NOUN
cana-2814	174	8	architecture	architecture	NOUN
cana-2814	174	9	.	.	PUNCT
cana-2814	175	1	●	●	PUNCT
cana-2814	175	2	highlights	highlight	NOUN
cana-2814	175	3	benefits	benefit	NOUN
cana-2814	175	4	of	of	ADP
cana-2814	175	5	blockchain	blockchain	PROPN
cana-2814	175	6	in	in	ADP
cana-2814	175	7	6	6	NUM
cana-2814	175	8	g	g	NOUN
cana-2814	175	9	networks	network	NOUN
cana-2814	175	10	for	for	ADP
cana-2814	175	11	iot	iot	NOUN
cana-2814	175	12	.	.	PUNCT
cana-2814	176	1	●	●	PUNCT
cana-2814	176	2	high	high	ADJ
cana-2814	176	3	dynamicity	dynamicity	NOUN
cana-2814	176	4	of	of	ADP
cana-2814	176	5	vehicular	vehicular	ADJ
cana-2814	176	6	networks	network	NOUN
cana-2814	176	7	complicates	complicate	VERB
cana-2814	176	8	service	service	NOUN
cana-2814	176	9	delivery	delivery	NOUN
cana-2814	176	10	.	.	PUNCT
cana-2814	177	1	●	●	PUNCT
cana-2814	177	2	ensuring	ensure	VERB
cana-2814	177	3	security	security	NOUN
cana-2814	177	4	while	while	SCONJ
cana-2814	177	5	maintaining	maintain	VERB
cana-2814	177	6	timely	timely	ADJ
cana-2814	177	7	service	service	NOUN
cana-2814	177	8	delivery	delivery	NOUN
cana-2814	177	9	is	be	AUX
cana-2814	177	10	challenging	challenge	VERB
cana-2814	177	11	.	.	PUNCT
cana-2814	178	1	[	[	X
cana-2814	178	2	21	21	NUM
cana-2814	178	3	]	]	SYM
cana-2814	178	4	●	●	PUNCT
cana-2814	178	5	enhance	enhance	NOUN
cana-2814	178	6	avn	avn	NOUN
cana-2814	178	7	communication	communication	NOUN
cana-2814	178	8	security	security	NOUN
cana-2814	178	9	and	and	CCONJ
cana-2814	178	10	decision	decision	NOUN
cana-2814	178	11	-	-	PUNCT
cana-2814	178	12	making	making	NOUN
cana-2814	178	13	in	in	ADP
cana-2814	178	14	smart	smart	ADJ
cana-2814	178	15	cities	city	NOUN
cana-2814	178	16	.	.	PUNCT
cana-2814	179	1	●	●	PUNCT
cana-2814	179	2	reduce	reduce	VERB
cana-2814	179	3	traffic	traffic	NOUN
cana-2814	179	4	congestion	congestion	NOUN
cana-2814	179	5	and	and	CCONJ
cana-2814	179	6	improve	improve	VERB
cana-2814	179	7	●	●	NUM
cana-2814	179	8	mapreduce	mapreduce	NOUN
cana-2814	179	9	for	for	ADP
cana-2814	179	10	processing	process	VERB
cana-2814	179	11	large	large	ADJ
cana-2814	179	12	avn	avn	NOUN
cana-2814	179	13	data	datum	NOUN
cana-2814	179	14	efficiently	efficiently	ADV
cana-2814	179	15	.	.	PUNCT
cana-2814	180	1	●	●	PUNCT
cana-2814	180	2	private	private	ADJ
cana-2814	180	3	blockchain	blockchain	NOUN
cana-2814	180	4	for	for	ADP
cana-2814	180	5	secure	secure	ADJ
cana-2814	180	6	and	and	CCONJ
cana-2814	180	7	tamper	tamper	ADJ
cana-2814	180	8	-	-	ADJ
cana-2814	180	9	proof	proof	ADJ
cana-2814	180	10	communication	communication	NOUN
cana-2814	180	11	.	.	PUNCT
cana-2814	181	1	●	●	PUNCT
cana-2814	181	2	explainable	explainable	ADJ
cana-2814	181	3	artificial	artificial	ADJ
cana-2814	181	4	intelligence	intelligence	NOUN
cana-2814	181	5	●	●	PUNCT
cana-2814	181	6	achieved	achieve	VERB
cana-2814	181	7	96	96	NUM
cana-2814	181	8	%	%	NOUN
cana-2814	181	9	accuracy	accuracy	NOUN
cana-2814	181	10	in	in	ADP
cana-2814	181	11	traffic	traffic	NOUN
cana-2814	181	12	management	management	NOUN
cana-2814	181	13	.	.	PUNCT
cana-2814	182	1	●	●	PUNCT
cana-2814	182	2	reduced	reduce	VERB
cana-2814	182	3	miss	miss	NOUN
cana-2814	182	4	rate	rate	NOUN
cana-2814	182	5	to	to	ADP
cana-2814	182	6	4	4	NUM
cana-2814	182	7	%	%	NOUN
cana-2814	182	8	●	●	NUM
cana-2814	182	9	ensuring	ensure	VERB
cana-2814	182	10	errorfree	errorfree	NOUN
cana-2814	182	11	data	datum	NOUN
cana-2814	182	12	transmission	transmission	NOUN
cana-2814	182	13	for	for	ADP
cana-2814	182	14	high	high	ADJ
cana-2814	182	15	-	-	PUNCT
cana-2814	182	16	speed	speed	NOUN
cana-2814	182	17	communication	communication	NOUN
cana-2814	182	18	.	.	PUNCT
cana-2814	183	1	●	●	PUNCT
cana-2814	183	2	managing	manage	VERB
cana-2814	183	3	high	high	ADJ
cana-2814	183	4	network	network	NOUN
cana-2814	183	5	transaction	transaction	NOUN
cana-2814	183	6	levels	level	NOUN
cana-2814	183	7	efficiently	efficiently	ADV
cana-2814	183	8	.	.	PUNCT
cana-2814	184	1	communications	communication	NOUN
cana-2814	184	2	on	on	ADP
cana-2814	184	3	applied	apply	VERB
cana-2814	184	4	nonlinear	nonlinear	ADJ
cana-2814	184	5	analysis	analysis	NOUN
cana-2814	184	6	issn	issn	NOUN
cana-2814	184	7	:	:	PUNCT
cana-2814	184	8	1074	1074	NUM
cana-2814	184	9	-	-	PUNCT
cana-2814	184	10	133x	133x	NUM
cana-2814	184	11	vol	vol	NOUN
cana-2814	184	12	32	32	NUM
cana-2814	184	13	no	no	NOUN
cana-2814	184	14	.	.	PUNCT
cana-2814	185	1	4s	4s	NUM
cana-2814	185	2	(	(	PUNCT
cana-2814	185	3	2025	2025	NUM
cana-2814	185	4	)	)	PUNCT
cana-2814	185	5	296	296	NUM
cana-2814	185	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	185	7	transportation	transportation	NOUN
cana-2814	185	8	efficiency	efficiency	NOUN
cana-2814	185	9	.	.	PUNCT
cana-2814	186	1	(	(	PUNCT
cana-2814	186	2	xai	xai	PROPN
cana-2814	186	3	)	)	PUNCT
cana-2814	186	4	for	for	ADP
cana-2814	186	5	traffic	traffic	NOUN
cana-2814	186	6	data	datum	NOUN
cana-2814	186	7	analysis	analysis	NOUN
cana-2814	186	8	.	.	PUNCT
cana-2814	187	1	[	[	X
cana-2814	187	2	22	22	NUM
cana-2814	187	3	]	]	X
cana-2814	187	4	●	●	PUNCT
cana-2814	187	5	propose	propose	VERB
cana-2814	187	6	a	a	DET
cana-2814	187	7	blockchainenabled	blockchainenable	VERB
cana-2814	187	8	vehicular	vehicular	ADJ
cana-2814	187	9	edge	edge	NOUN
cana-2814	187	10	computing	computing	NOUN
cana-2814	187	11	framework	framework	NOUN
cana-2814	187	12	.	.	PUNCT
cana-2814	188	1	●	●	PUNCT
cana-2814	188	2	optimiz	optimiz	ADJ
cana-2814	188	3	e	e	NOUN
cana-2814	188	4	v2x	v2x	VERB
cana-2814	188	5	service	service	NOUN
cana-2814	188	6	delivery	delivery	NOUN
cana-2814	188	7	using	use	VERB
cana-2814	188	8	deep	deep	ADJ
cana-2814	188	9	reinforcement	reinforcement	NOUN
cana-2814	188	10	learning	learning	NOUN
cana-2814	188	11	.	.	PUNCT
cana-2814	189	1	●	●	PUNCT
cana-2814	189	2	dual	dual	ADJ
cana-2814	189	3	-	-	PUNCT
cana-2814	189	4	layer	layer	NOUN
cana-2814	189	5	verification	verification	NOUN
cana-2814	189	6	with	with	ADP
cana-2814	189	7	permissioned	permissione	VERB
cana-2814	189	8	blockchain	blockchain	NOUN
cana-2814	189	9	.	.	PUNCT
cana-2814	190	1	●	●	PUNCT
cana-2814	190	2	deep	deep	ADJ
cana-2814	190	3	reinforcement	reinforcement	NOUN
cana-2814	190	4	learning	learning	NOUN
cana-2814	190	5	algorithm	algorithm	NOUN
cana-2814	190	6	for	for	ADP
cana-2814	190	7	service	service	NOUN
cana-2814	190	8	delivery	delivery	NOUN
cana-2814	190	9	optimization	optimization	NOUN
cana-2814	190	10	.	.	PUNCT
cana-2814	191	1	●	●	NUM
cana-2814	191	2	18	18	NUM
cana-2814	191	3	%	%	NOUN
cana-2814	191	4	reduction	reduction	NOUN
cana-2814	191	5	in	in	ADP
cana-2814	191	6	latency	latency	NOUN
cana-2814	191	7	achieved	achieve	VERB
cana-2814	191	8	.	.	PUNCT
cana-2814	192	1	●	●	NUM
cana-2814	192	2	38	38	NUM
cana-2814	192	3	%	%	NOUN
cana-2814	192	4	improvement	improvement	NOUN
cana-2814	192	5	in	in	ADP
cana-2814	192	6	successful	successful	ADJ
cana-2814	192	7	service	service	NOUN
cana-2814	192	8	delivery	delivery	NOUN
cana-2814	192	9	.	.	PUNCT
cana-2814	193	1	●	●	NUM
cana-2814	193	2	65	65	NUM
cana-2814	193	3	%	%	NOUN
cana-2814	193	4	decrease	decrease	NOUN
cana-2814	193	5	in	in	ADP
cana-2814	193	6	energy	energy	NOUN
cana-2814	193	7	consumption	consumption	NOUN
cana-2814	193	8	.	.	PUNCT
cana-2814	194	1	●	●	PUNCT
cana-2814	194	2	data	datum	NOUN
cana-2814	194	3	integration	integration	NOUN
cana-2814	194	4	and	and	CCONJ
cana-2814	194	5	validity	validity	NOUN
cana-2814	194	6	in	in	ADP
cana-2814	194	7	v2x	v2x	NOUN
cana-2814	194	8	communication	communication	NOUN
cana-2814	194	9	.	.	PUNCT
cana-2814	195	1	●	●	PUNCT
cana-2814	195	2	ensuring	ensure	VERB
cana-2814	195	3	secure	secure	ADJ
cana-2814	195	4	messaging	messaging	NOUN
cana-2814	195	5	in	in	ADP
cana-2814	195	6	transportation	transportation	NOUN
cana-2814	195	7	systems	system	NOUN
cana-2814	195	8	.	.	PUNCT
cana-2814	196	1	[	[	X
cana-2814	196	2	23	23	NUM
cana-2814	196	3	]	]	PUNCT
cana-2814	196	4	●	●	NUM
cana-2814	196	5	optimiz	optimiz	ADJ
cana-2814	196	6	e	e	NOUN
cana-2814	196	7	data	datum	NOUN
cana-2814	196	8	flow	flow	VERB
cana-2814	196	9	for	for	ADP
cana-2814	196	10	6	6	NUM
cana-2814	196	11	g	g	NOUN
cana-2814	196	12	vehicle	vehicle	NOUN
cana-2814	196	13	communication	communication	NOUN
cana-2814	196	14	.	.	PUNCT
cana-2814	197	1	●	●	PUNCT
cana-2814	197	2	ensure	ensure	VERB
cana-2814	197	3	error	error	NOUN
cana-2814	197	4	-	-	PUNCT
cana-2814	197	5	free	free	ADJ
cana-2814	197	6	highspeed	highspeed	NOUN
cana-2814	197	7	data	datum	NOUN
cana-2814	197	8	transmission	transmission	NOUN
cana-2814	197	9	.	.	PUNCT
cana-2814	198	1	●	●	NUM
cana-2814	198	2	three	three	NUM
cana-2814	198	3	-	-	PUNCT
cana-2814	198	4	stage	stage	NOUN
cana-2814	198	5	implementations	implementation	NOUN
cana-2814	198	6	for	for	ADP
cana-2814	198	7	data	data	NOUN
cana-2814	198	8	transmission	transmission	NOUN
cana-2814	198	9	optimization	optimization	NOUN
cana-2814	198	10	.	.	PUNCT
cana-2814	199	1	●	●	NUM
cana-2814	199	2	two	two	NUM
cana-2814	199	3	-	-	PUNCT
cana-2814	199	4	stage	stage	NOUN
cana-2814	199	5	optimization	optimization	NOUN
cana-2814	199	6	strategy	strategy	NOUN
cana-2814	199	7	for	for	ADP
cana-2814	199	8	high	high	ADJ
cana-2814	199	9	network	network	NOUN
cana-2814	199	10	transaction	transaction	NOUN
cana-2814	199	11	levels	level	NOUN
cana-2814	199	12	.	.	PUNCT
cana-2814	200	1	●	●	PUNCT
cana-2814	200	2	successful	successful	ADJ
cana-2814	200	3	implementation	implementation	NOUN
cana-2814	200	4	of	of	ADP
cana-2814	200	5	error	error	NOUN
cana-2814	200	6	-	-	PUNCT
cana-2814	200	7	free	free	ADJ
cana-2814	200	8	data	datum	NOUN
cana-2814	200	9	transmission	transmission	NOUN
cana-2814	200	10	.	.	PUNCT
cana-2814	201	1	●	●	NUM
cana-2814	201	2	optimizatio	optimizatio	NOUN
cana-2814	201	3	n	n	PRON
cana-2814	201	4	algorithms	algorithm	NOUN
cana-2814	201	5	outperformed	outperform	VERB
cana-2814	201	6	traditional	traditional	ADJ
cana-2814	201	7	calculation	calculation	NOUN
cana-2814	201	8	methods	method	NOUN
cana-2814	201	9	.	.	PUNCT
cana-2814	202	1	●	●	PUNCT
cana-2814	202	2	communicatio	communicatio	NOUN
cana-2814	202	3	n	n	PRON
cana-2814	202	4	security	security	NOUN
cana-2814	202	5	in	in	ADP
cana-2814	202	6	the	the	DET
cana-2814	202	7	internet	internet	NOUN
cana-2814	202	8	of	of	ADP
cana-2814	202	9	vehicles	vehicle	NOUN
cana-2814	202	10	(	(	PUNCT
cana-2814	202	11	iov	iov	PROPN
cana-2814	202	12	)	)	PUNCT
cana-2814	202	13	.	.	PUNCT
cana-2814	203	1	●	●	PUNCT
cana-2814	203	2	reliable	reliable	ADJ
cana-2814	203	3	automated	automate	VERB
cana-2814	203	4	decisionmaking	decisionmaking	NOUN
cana-2814	203	5	for	for	ADP
cana-2814	203	6	autonomous	autonomous	ADJ
cana-2814	203	7	vehicles	vehicle	NOUN
cana-2814	203	8	.	.	PUNCT
cana-2814	204	1	[	[	X
cana-2814	204	2	24	24	NUM
cana-2814	204	3	]	]	SYM
cana-2814	204	4	●	●	NUM
cana-2814	204	5	integrate	integrate	NOUN
cana-2814	204	6	blockchain	blockchain	NOUN
cana-2814	204	7	into	into	ADP
cana-2814	204	8	v2x	v2x	NOUN
cana-2814	204	9	and	and	CCONJ
cana-2814	204	10	iot	iot	NOUN
cana-2814	204	11	systems	system	NOUN
cana-2814	204	12	.	.	PUNCT
cana-2814	205	1	●	●	PUNCT
cana-2814	205	2	propose	propose	VERB
cana-2814	205	3	novel	novel	ADJ
cana-2814	205	4	blockchain	blockchain	NOUN
cana-2814	205	5	use	use	NOUN
cana-2814	205	6	cases	case	NOUN
cana-2814	205	7	for	for	ADP
cana-2814	205	8	transportation	transportation	NOUN
cana-2814	205	9	.	.	PUNCT
cana-2814	206	1	●	●	PUNCT
cana-2814	206	2	blockchainbased	blockchainbase	VERB
cana-2814	206	3	vehicle	vehicle	NOUN
cana-2814	206	4	ownership	ownership	NOUN
cana-2814	206	5	system	system	NOUN
cana-2814	206	6	using	use	VERB
cana-2814	206	7	multi	multi	ADJ
cana-2814	206	8	-	-	ADJ
cana-2814	206	9	token	token	ADJ
cana-2814	206	10	standard	standard	ADJ
cana-2814	206	11	●	●	NUM
cana-2814	206	12	implementatio	implementatio	NOUN
cana-2814	206	13	n	n	NOUN
cana-2814	206	14	of	of	ADP
cana-2814	206	15	smart	smart	ADJ
cana-2814	206	16	contracts	contract	NOUN
cana-2814	206	17	for	for	ADP
cana-2814	206	18	robust	robust	ADJ
cana-2814	206	19	interactions	interaction	NOUN
cana-2814	206	20	●	●	NUM
cana-2814	206	21	introduces	introduce	NOUN
cana-2814	206	22	vehicle	vehicle	NOUN
cana-2814	206	23	-	-	PUNCT
cana-2814	206	24	toblockchain	toblockchain	NOUN
cana-2814	206	25	(	(	PUNCT
cana-2814	206	26	v2b	v2b	NOUN
cana-2814	206	27	)	)	PUNCT
cana-2814	206	28	communication	communication	NOUN
cana-2814	206	29	architecture	architecture	NOUN
cana-2814	206	30	for	for	ADP
cana-2814	206	31	transportation	transportation	NOUN
cana-2814	206	32	systems	system	NOUN
cana-2814	206	33	.	.	PUNCT
cana-2814	207	1	●	●	PUNCT
cana-2814	207	2	proposes	propose	VERB
cana-2814	207	3	blockchain	blockchain	NOUN
cana-2814	207	4	use	use	NOUN
cana-2814	207	5	cases	case	NOUN
cana-2814	207	6	like	like	ADP
cana-2814	207	7	vehicle	vehicle	NOUN
cana-2814	207	8	ownership	ownership	NOUN
cana-2814	207	9	,	,	PUNCT
cana-2814	207	10	scoring	scoring	NOUN
cana-2814	207	11	,	,	PUNCT
cana-2814	207	12	and	and	CCONJ
cana-2814	207	13	ticket	ticket	NOUN
cana-2814	207	14	management	management	NOUN
cana-2814	207	15	.	.	PUNCT
cana-2814	208	1	●	●	PUNCT
cana-2814	208	2	unique	unique	ADJ
cana-2814	208	3	security	security	NOUN
cana-2814	208	4	challenges	challenge	NOUN
cana-2814	208	5	of	of	ADP
cana-2814	208	6	6	6	NUM
cana-2814	208	7	g	g	NOUN
cana-2814	208	8	networks	network	NOUN
cana-2814	208	9	.	.	PUNCT
cana-2814	209	1	●	●	PUNCT
cana-2814	209	2	evolving	evolve	VERB
cana-2814	209	3	aibased	aibase	VERB
cana-2814	209	4	iov	iov	PROPN
cana-2814	209	5	security	security	NOUN
cana-2814	209	6	landscape	landscape	NOUN
cana-2814	209	7	.	.	PUNCT
cana-2814	210	1	table	table	NOUN
cana-2814	210	2	1	1	NUM
cana-2814	210	3	.	.	PUNCT
cana-2814	211	1	literature	literature	NOUN
cana-2814	211	2	review	review	NOUN
cana-2814	211	3	moreover	moreover	ADV
cana-2814	211	4	,	,	PUNCT
cana-2814	211	5	other	other	ADJ
cana-2814	211	6	significant	significant	ADJ
cana-2814	211	7	ethical	ethical	ADJ
cana-2814	211	8	and	and	CCONJ
cana-2814	211	9	privacy	privacy	NOUN
cana-2814	211	10	-	-	PUNCT
cana-2814	211	11	related	relate	VERB
cana-2814	211	12	issues	issue	NOUN
cana-2814	211	13	regarding	regard	VERB
cana-2814	211	14	the	the	DET
cana-2814	211	15	enhancement	enhancement	NOUN
cana-2814	211	16	of	of	ADP
cana-2814	211	17	6	6	NUM
cana-2814	211	18	g	g	NOUN
cana-2814	211	19	by	by	ADP
cana-2814	211	20	means	mean	NOUN
cana-2814	211	21	of	of	ADP
cana-2814	211	22	blockchain	blockchain	PROPN
cana-2814	211	23	and	and	CCONJ
cana-2814	211	24	ml	ml	AUX
cana-2814	211	25	arise	arise	VERB
cana-2814	211	26	.	.	PUNCT
cana-2814	212	1	for	for	ADP
cana-2814	212	2	example	example	NOUN
cana-2814	212	3	,	,	PUNCT
cana-2814	212	4	some	some	DET
cana-2814	212	5	data	data	NOUN
cana-2814	212	6	protection	protection	NOUN
cana-2814	212	7	issues	issue	NOUN
cana-2814	212	8	may	may	AUX
cana-2814	212	9	arise	arise	VERB
cana-2814	212	10	with	with	ADP
cana-2814	212	11	blockchain	blockchain	PROPN
cana-2814	212	12	-	-	PUNCT
cana-2814	212	13	based	base	VERB
cana-2814	212	14	data	data	NOUN
cana-2814	212	15	management	management	NOUN
cana-2814	212	16	,	,	PUNCT
cana-2814	212	17	whereby	whereby	SCONJ
cana-2814	212	18	updating	update	VERB
cana-2814	212	19	records	record	NOUN
cana-2814	212	20	is	be	AUX
cana-2814	212	21	an	an	DET
cana-2814	212	22	all	all	ADV
cana-2814	212	23	but	but	CCONJ
cana-2814	212	24	impossible	impossible	ADJ
cana-2814	212	25	task	task	NOUN
cana-2814	212	26	due	due	ADP
cana-2814	212	27	to	to	ADP
cana-2814	212	28	the	the	DET
cana-2814	212	29	immutable	immutable	ADJ
cana-2814	212	30	nature	nature	NOUN
cana-2814	212	31	of	of	ADP
cana-2814	212	32	blockchain	blockchain	PROPN
cana-2814	212	33	records	record	NOUN
cana-2814	212	34	,	,	PUNCT
cana-2814	212	35	which	which	PRON
cana-2814	212	36	makes	make	VERB
cana-2814	212	37	it	it	PRON
cana-2814	212	38	inherently	inherently	ADV
cana-2814	212	39	difficult	difficult	ADJ
cana-2814	212	40	to	to	PART
cana-2814	212	41	comply	comply	VERB
cana-2814	212	42	with	with	ADP
cana-2814	212	43	privacy	privacy	NOUN
cana-2814	212	44	law	law	NOUN
cana-2814	212	45	,	,	PUNCT
cana-2814	212	46	specifically	specifically	ADV
cana-2814	212	47	the	the	DET
cana-2814	212	48	general	general	ADJ
cana-2814	212	49	data	data	PROPN
cana-2814	212	50	protection	protection	NOUN
cana-2814	212	51	regulation	regulation	NOUN
cana-2814	212	52	(	(	PUNCT
cana-2814	212	53	gdpr	gdpr	NOUN
cana-2814	212	54	)	)	PUNCT
cana-2814	212	55	.	.	PUNCT
cana-2814	213	1	likewise	likewise	ADV
cana-2814	213	2	,	,	PUNCT
cana-2814	213	3	the	the	DET
cana-2814	213	4	reliance	reliance	NOUN
cana-2814	213	5	on	on	ADP
cana-2814	213	6	ml	ml	NOUN
cana-2814	213	7	algorithms	algorithm	NOUN
cana-2814	213	8	for	for	ADP
cana-2814	213	9	decision	decision	NOUN
cana-2814	213	10	-	-	PUNCT
cana-2814	213	11	making	make	VERB
cana-2814	213	12	poses	pose	VERB
cana-2814	213	13	concerns	concern	NOUN
cana-2814	213	14	regarding	regard	VERB
cana-2814	213	15	accountability	accountability	NOUN
cana-2814	213	16	and	and	CCONJ
cana-2814	213	17	bias	bias	NOUN
cana-2814	213	18	.	.	PUNCT
cana-2814	214	1	that	that	PRON
cana-2814	214	2	's	be	AUX
cana-2814	214	3	why	why	SCONJ
cana-2814	214	4	ensuring	ensure	VERB
cana-2814	214	5	that	that	SCONJ
cana-2814	214	6	these	these	DET
cana-2814	214	7	tools	tool	NOUN
cana-2814	214	8	are	be	AUX
cana-2814	214	9	deployed	deploy	VERB
cana-2814	214	10	in	in	ADP
cana-2814	214	11	a	a	DET
cana-2814	214	12	way	way	NOUN
cana-2814	214	13	that	that	PRON
cana-2814	214	14	is	be	AUX
cana-2814	214	15	principled	principled	ADJ
cana-2814	214	16	and	and	CCONJ
cana-2814	214	17	protective	protective	ADJ
cana-2814	214	18	of	of	ADP
cana-2814	214	19	user	user	NOUN
cana-2814	214	20	privacy	privacy	NOUN
cana-2814	214	21	is	be	AUX
cana-2814	214	22	vital	vital	ADJ
cana-2814	214	23	for	for	ADP
cana-2814	214	24	both	both	DET
cana-2814	214	25	acceptance	acceptance	NOUN
cana-2814	214	26	and	and	CCONJ
cana-2814	214	27	success	success	NOUN
cana-2814	214	28	of	of	ADP
cana-2814	214	29	these	these	DET
cana-2814	214	30	technologies	technology	NOUN
cana-2814	214	31	.	.	PUNCT
cana-2814	215	1	communications	communication	NOUN
cana-2814	215	2	on	on	ADP
cana-2814	215	3	applied	apply	VERB
cana-2814	215	4	nonlinear	nonlinear	ADJ
cana-2814	215	5	analysis	analysis	NOUN
cana-2814	215	6	issn	issn	NOUN
cana-2814	215	7	:	:	PUNCT
cana-2814	215	8	1074	1074	NUM
cana-2814	215	9	-	-	PUNCT
cana-2814	215	10	133x	133x	NUM
cana-2814	215	11	vol	vol	NOUN
cana-2814	215	12	32	32	NUM
cana-2814	215	13	no	no	NOUN
cana-2814	215	14	.	.	PUNCT
cana-2814	216	1	4s	4s	NUM
cana-2814	216	2	(	(	PUNCT
cana-2814	216	3	2025	2025	NUM
cana-2814	216	4	)	)	PUNCT
cana-2814	216	5	297	297	NUM
cana-2814	216	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	216	7	this	this	DET
cana-2814	216	8	exploration	exploration	NOUN
cana-2814	216	9	into	into	ADP
cana-2814	216	10	the	the	DET
cana-2814	216	11	synergy	synergy	NOUN
cana-2814	216	12	of	of	ADP
cana-2814	216	13	blockchain	blockchain	PROPN
cana-2814	216	14	,	,	PUNCT
cana-2814	216	15	machine	machine	NOUN
cana-2814	216	16	learning	learning	NOUN
cana-2814	216	17	,	,	PUNCT
cana-2814	216	18	and	and	CCONJ
cana-2814	216	19	6	6	NUM
cana-2814	216	20	g	g	NOUN
cana-2814	216	21	networks	network	NOUN
cana-2814	216	22	within	within	ADP
cana-2814	216	23	autonomous	autonomous	ADJ
cana-2814	216	24	vehicle	vehicle	NOUN
cana-2814	216	25	communication	communication	NOUN
cana-2814	216	26	systems	system	NOUN
cana-2814	216	27	not	not	PART
cana-2814	216	28	only	only	ADV
cana-2814	216	29	reflects	reflect	VERB
cana-2814	216	30	a	a	DET
cana-2814	216	31	significant	significant	ADJ
cana-2814	216	32	stride	stride	NOUN
cana-2814	216	33	in	in	ADP
cana-2814	216	34	the	the	DET
cana-2814	216	35	narrative	narrative	NOUN
cana-2814	216	36	of	of	ADP
cana-2814	216	37	intelligent	intelligent	ADJ
cana-2814	216	38	transportation	transportation	NOUN
cana-2814	216	39	systems	system	NOUN
cana-2814	216	40	but	but	CCONJ
cana-2814	216	41	also	also	ADV
cana-2814	216	42	sets	set	VERB
cana-2814	216	43	the	the	DET
cana-2814	216	44	stage	stage	NOUN
cana-2814	216	45	for	for	ADP
cana-2814	216	46	future	future	ADJ
cana-2814	216	47	explorations	exploration	NOUN
cana-2814	216	48	in	in	ADP
cana-2814	216	49	unified	unified	ADJ
cana-2814	216	50	architectures	architecture	NOUN
cana-2814	216	51	where	where	SCONJ
cana-2814	216	52	transport	transport	NOUN
cana-2814	216	53	and	and	CCONJ
cana-2814	216	54	technology	technology	NOUN
cana-2814	216	55	converge	converge	VERB
cana-2814	216	56	.	.	PUNCT
cana-2814	217	1	these	these	DET
cana-2814	217	2	technologies	technology	NOUN
cana-2814	217	3	complement	complement	VERB
cana-2814	217	4	each	each	DET
cana-2814	217	5	other	other	ADJ
cana-2814	217	6	,	,	PUNCT
cana-2814	217	7	solving	solve	VERB
cana-2814	217	8	key	key	ADJ
cana-2814	217	9	challenges	challenge	NOUN
cana-2814	217	10	such	such	ADJ
cana-2814	217	11	as	as	ADP
cana-2814	217	12	data	datum	NOUN
cana-2814	217	13	security	security	NOUN
cana-2814	217	14	,	,	PUNCT
cana-2814	217	15	scalability	scalability	NOUN
cana-2814	217	16	,	,	PUNCT
cana-2814	217	17	and	and	CCONJ
cana-2814	217	18	real	real	ADJ
cana-2814	217	19	-	-	PUNCT
cana-2814	217	20	time	time	NOUN
cana-2814	217	21	decision	decision	NOUN
cana-2814	217	22	-	-	PUNCT
cana-2814	217	23	making	making	NOUN
cana-2814	217	24	.	.	PUNCT
cana-2814	218	1	however	however	ADV
cana-2814	218	2	,	,	PUNCT
cana-2814	218	3	there	there	PRON
cana-2814	218	4	are	be	VERB
cana-2814	218	5	technical	technical	ADJ
cana-2814	218	6	,	,	PUNCT
cana-2814	218	7	ethical	ethical	ADJ
cana-2814	218	8	,	,	PUNCT
cana-2814	218	9	and	and	CCONJ
cana-2814	218	10	regulatory	regulatory	ADJ
cana-2814	218	11	hurdles	hurdle	NOUN
cana-2814	218	12	that	that	PRON
cana-2814	218	13	need	need	VERB
cana-2814	218	14	to	to	PART
cana-2814	218	15	be	be	AUX
cana-2814	218	16	cleared	clear	VERB
cana-2814	218	17	for	for	SCONJ
cana-2814	218	18	them	they	PRON
cana-2814	218	19	to	to	PART
cana-2814	218	20	be	be	AUX
cana-2814	218	21	successfully	successfully	ADV
cana-2814	218	22	implemented	implement	VERB
cana-2814	218	23	.	.	PUNCT
cana-2814	219	1	research	research	NOUN
cana-2814	219	2	and	and	CCONJ
cana-2814	219	3	developments	development	NOUN
cana-2814	219	4	in	in	ADP
cana-2814	219	5	this	this	DET
cana-2814	219	6	field	field	NOUN
cana-2814	219	7	will	will	AUX
cana-2814	219	8	lay	lay	VERB
cana-2814	219	9	the	the	DET
cana-2814	219	10	foundation	foundation	NOUN
cana-2814	219	11	for	for	ADP
cana-2814	219	12	extensively	extensively	ADV
cana-2814	219	13	safe	safe	ADJ
cana-2814	219	14	and	and	CCONJ
cana-2814	219	15	secure	secure	ADJ
cana-2814	219	16	yet	yet	CCONJ
cana-2814	219	17	practical	practical	ADJ
cana-2814	219	18	communication	communication	NOUN
cana-2814	219	19	frameworks	framework	NOUN
cana-2814	219	20	which	which	PRON
cana-2814	219	21	will	will	AUX
cana-2814	219	22	lead	lead	VERB
cana-2814	219	23	to	to	ADP
cana-2814	219	24	the	the	DET
cana-2814	219	25	eventual	eventual	ADJ
cana-2814	219	26	coverage	coverage	NOUN
cana-2814	219	27	of	of	ADP
cana-2814	219	28	autonomous	autonomous	ADJ
cana-2814	219	29	vehicles	vehicle	NOUN
cana-2814	219	30	as	as	ADP
cana-2814	219	31	an	an	DET
cana-2814	219	32	important	important	ADJ
cana-2814	219	33	component	component	NOUN
cana-2814	219	34	of	of	ADP
cana-2814	219	35	future	future	ADJ
cana-2814	219	36	transportation	transportation	NOUN
cana-2814	219	37	ecosystems	ecosystem	NOUN
cana-2814	219	38	.	.	PUNCT
cana-2814	220	1	3	3	X
cana-2814	220	2	.	.	NUM
cana-2814	220	3	proposed	propose	VERB
cana-2814	220	4	methodology	methodology	NOUN
cana-2814	220	5	we	we	PRON
cana-2814	220	6	proposed	propose	VERB
cana-2814	220	7	a	a	DET
cana-2814	220	8	novel	novel	ADJ
cana-2814	220	9	methodology	methodology	NOUN
cana-2814	220	10	of	of	ADP
cana-2814	220	11	combining	combine	VERB
cana-2814	220	12	blockchain	blockchain	PROPN
cana-2814	220	13	and	and	CCONJ
cana-2814	220	14	machine	machine	NOUN
cana-2814	220	15	learning	learning	NOUN
cana-2814	220	16	(	(	PUNCT
cana-2814	220	17	ml	ml	NOUN
cana-2814	220	18	)	)	PUNCT
cana-2814	220	19	with	with	ADP
cana-2814	220	20	the	the	DET
cana-2814	220	21	sixth	sixth	ADJ
cana-2814	220	22	-	-	PUNCT
cana-2814	220	23	generation	generation	NOUN
cana-2814	220	24	(	(	PUNCT
cana-2814	220	25	6	6	NUM
cana-2814	220	26	g	g	NOUN
cana-2814	220	27	)	)	PUNCT
cana-2814	220	28	networks	network	NOUN
cana-2814	220	29	to	to	PART
cana-2814	220	30	deliver	deliver	VERB
cana-2814	220	31	a	a	DET
cana-2814	220	32	secure	secure	ADJ
cana-2814	220	33	,	,	PUNCT
cana-2814	220	34	transparent	transparent	ADJ
cana-2814	220	35	,	,	PUNCT
cana-2814	220	36	and	and	CCONJ
cana-2814	220	37	scalable	scalable	ADJ
cana-2814	220	38	autonomous	autonomous	ADJ
cana-2814	220	39	vehicle	vehicle	NOUN
cana-2814	220	40	vehicle	vehicle	NOUN
cana-2814	220	41	-	-	PUNCT
cana-2814	220	42	to	to	ADP
cana-2814	220	43	-	-	PUNCT
cana-2814	220	44	everything	everything	PRON
cana-2814	220	45	(	(	PUNCT
cana-2814	220	46	v2x	v2x	NOUN
cana-2814	220	47	)	)	PUNCT
cana-2814	220	48	communication	communication	NOUN
cana-2814	220	49	framework	framework	NOUN
cana-2814	220	50	.	.	PUNCT
cana-2814	221	1	"	"	PUNCT
cana-2814	221	2	this	this	DET
cana-2814	221	3	design	design	NOUN
cana-2814	221	4	proposed	propose	VERB
cana-2814	221	5	leveraging	leverage	VERB
cana-2814	221	6	this	this	DET
cana-2814	221	7	synergy	synergy	NOUN
cana-2814	221	8	between	between	ADP
cana-2814	221	9	these	these	DET
cana-2814	221	10	advanced	advanced	ADJ
cana-2814	221	11	technologies	technology	NOUN
cana-2814	221	12	to	to	PART
cana-2814	221	13	address	address	VERB
cana-2814	221	14	fundamental	fundamental	ADJ
cana-2814	221	15	challenges	challenge	NOUN
cana-2814	221	16	including	include	VERB
cana-2814	221	17	secure	secure	ADJ
cana-2814	221	18	data	datum	NOUN
cana-2814	221	19	exchange	exchange	NOUN
cana-2814	221	20	,	,	PUNCT
cana-2814	221	21	real	real	ADJ
cana-2814	221	22	-	-	PUNCT
cana-2814	221	23	time	time	NOUN
cana-2814	221	24	decision	decision	NOUN
cana-2814	221	25	making	making	NOUN
cana-2814	221	26	and	and	CCONJ
cana-2814	221	27	network	network	NOUN
cana-2814	221	28	scalability	scalability	NOUN
cana-2814	221	29	.	.	PUNCT
cana-2814	222	1	this	this	DET
cana-2814	222	2	method	method	NOUN
cana-2814	222	3	applies	apply	VERB
cana-2814	222	4	layers	layer	NOUN
cana-2814	222	5	of	of	ADP
cana-2814	222	6	decentralized	decentralized	ADJ
cana-2814	222	7	data	datum	NOUN
cana-2814	222	8	schemas	schema	NOUN
cana-2814	222	9	,	,	PUNCT
cana-2814	222	10	prediction	prediction	NOUN
cana-2814	222	11	,	,	PUNCT
cana-2814	222	12	and	and	CCONJ
cana-2814	222	13	ultra	ultra	ADJ
cana-2814	222	14	-	-	ADJ
cana-2814	222	15	low	low	ADJ
cana-2814	222	16	latency	latency	NOUN
cana-2814	222	17	feedback	feedback	NOUN
cana-2814	222	18	loops	loop	NOUN
cana-2814	222	19	to	to	PART
cana-2814	222	20	improve	improve	VERB
cana-2814	222	21	autonomy	autonomy	NOUN
cana-2814	222	22	in	in	ADP
cana-2814	222	23	communication	communication	NOUN
cana-2814	222	24	systems	system	NOUN
cana-2814	222	25	.	.	PUNCT
cana-2814	223	1	figure	figure	NOUN
cana-2814	223	2	2	2	NUM
cana-2814	223	3	.	.	X
cana-2814	224	1	flowchart	flowchart	NOUN
cana-2814	224	2	of	of	ADP
cana-2814	224	3	proposed	propose	VERB
cana-2814	224	4	methodology	methodology	NOUN
cana-2814	224	5	using	use	VERB
cana-2814	224	6	blockchain	blockchain	NOUN
cana-2814	224	7	for	for	ADP
cana-2814	224	8	a	a	DET
cana-2814	224	9	secure	secure	ADJ
cana-2814	224	10	and	and	CCONJ
cana-2814	224	11	transparent	transparent	ADJ
cana-2814	224	12	data	datum	NOUN
cana-2814	224	13	exchange	exchange	NOUN
cana-2814	224	14	the	the	DET
cana-2814	224	15	proposed	propose	VERB
cana-2814	224	16	methodology	methodology	NOUN
cana-2814	224	17	consists	consist	VERB
cana-2814	224	18	of	of	ADP
cana-2814	224	19	three	three	NUM
cana-2814	224	20	pillars	pillar	NOUN
cana-2814	224	21	,	,	PUNCT
cana-2814	224	22	with	with	ADP
cana-2814	224	23	the	the	DET
cana-2814	224	24	first	first	ADJ
cana-2814	224	25	pillar	pillar	NOUN
cana-2814	224	26	being	be	AUX
cana-2814	224	27	blockchain	blockchain	NOUN
cana-2814	224	28	.	.	PUNCT
cana-2814	225	1	blockchain	blockchain	PROPN
cana-2814	225	2	is	be	AUX
cana-2814	225	3	used	use	VERB
cana-2814	225	4	for	for	ADP
cana-2814	225	5	a	a	DET
cana-2814	225	6	distributed	distribute	VERB
cana-2814	225	7	ledger	ledger	NOUN
cana-2814	225	8	that	that	PRON
cana-2814	225	9	stores	store	VERB
cana-2814	225	10	transactions	transaction	NOUN
cana-2814	225	11	and	and	CCONJ
cana-2814	225	12	communication	communication	NOUN
cana-2814	225	13	events	event	NOUN
cana-2814	225	14	between	between	ADP
cana-2814	225	15	vehicles	vehicle	NOUN
cana-2814	225	16	,	,	PUNCT
cana-2814	225	17	infrastructure	infrastructure	NOUN
cana-2814	225	18	,	,	PUNCT
cana-2814	225	19	and	and	CCONJ
cana-2814	225	20	other	other	ADJ
cana-2814	225	21	entities	entity	NOUN
cana-2814	225	22	of	of	ADP
cana-2814	225	23	the	the	DET
cana-2814	225	24	network	network	NOUN
cana-2814	225	25	.	.	PUNCT
cana-2814	226	1	every	every	DET
cana-2814	226	2	participating	participate	VERB
cana-2814	226	3	vehicle	vehicle	NOUN
cana-2814	226	4	has	have	VERB
cana-2814	226	5	a	a	DET
cana-2814	226	6	lightweight	lightweight	ADJ
cana-2814	226	7	blockchain	blockchain	NOUN
cana-2814	226	8	node	node	NOUN
cana-2814	226	9	that	that	PRON
cana-2814	226	10	can	can	AUX
cana-2814	226	11	perform	perform	VERB
cana-2814	226	12	consensus	consensus	NOUN
cana-2814	226	13	and	and	CCONJ
cana-2814	226	14	verify	verify	VERB
cana-2814	226	15	transactions	transaction	NOUN
cana-2814	226	16	.	.	PUNCT
cana-2814	227	1	due	due	ADP
cana-2814	227	2	to	to	ADP
cana-2814	227	3	the	the	DET
cana-2814	227	4	distributed	distribute	VERB
cana-2814	227	5	nature	nature	NOUN
cana-2814	227	6	of	of	ADP
cana-2814	227	7	blockchain	blockchain	PROPN
cana-2814	227	8	,	,	PUNCT
cana-2814	227	9	it	it	PRON
cana-2814	227	10	does	do	AUX
cana-2814	227	11	not	not	PART
cana-2814	227	12	depend	depend	VERB
cana-2814	227	13	on	on	ADP
cana-2814	227	14	a	a	DET
cana-2814	227	15	centralized	centralized	ADJ
cana-2814	227	16	authority	authority	NOUN
cana-2814	227	17	,	,	PUNCT
cana-2814	227	18	that	that	PRON
cana-2814	227	19	leads	lead	VERB
cana-2814	227	20	to	to	ADP
cana-2814	227	21	a	a	DET
cana-2814	227	22	lesser	less	ADJ
cana-2814	227	23	risk	risk	NOUN
cana-2814	227	24	of	of	ADP
cana-2814	227	25	single	single	ADJ
cana-2814	227	26	points	point	NOUN
cana-2814	227	27	of	of	ADP
cana-2814	227	28	failure	failure	NOUN
cana-2814	227	29	.	.	PUNCT
cana-2814	228	1	𝑇𝑏𝑙𝑜𝑐𝑘	𝑇𝑏𝑙𝑜𝑐𝑘	NOUN
cana-2814	228	2	=	=	PUNCT
cana-2814	228	3	𝑁𝑡𝑥	𝑁𝑡𝑥	PROPN
cana-2814	228	4	𝑡𝑏𝑙𝑜𝑐𝑘	𝑡𝑏𝑙𝑜𝑐𝑘	NOUN
cana-2814	228	5	anatomy	anatomy	NOUN
cana-2814	228	6	of	of	ADP
cana-2814	228	7	a	a	DET
cana-2814	228	8	v2x	v2x	NOUN
cana-2814	228	9	blockchain	blockchain	NOUN
cana-2814	228	10	architecture	architecture	NOUN
cana-2814	228	11	a	a	DET
cana-2814	228	12	good	good	ADJ
cana-2814	228	13	example	example	NOUN
cana-2814	228	14	of	of	ADP
cana-2814	228	15	this	this	PRON
cana-2814	228	16	would	would	AUX
cana-2814	228	17	be	be	AUX
cana-2814	228	18	a	a	DET
cana-2814	228	19	hybrid	hybrid	ADJ
cana-2814	228	20	consensus	consensus	NOUN
cana-2814	228	21	mechanism	mechanism	NOUN
cana-2814	228	22	like	like	ADP
cana-2814	228	23	pos	pos	NOUN
cana-2814	228	24	-	-	PUNCT
cana-2814	228	25	pbft	pbft	ADJ
cana-2814	228	26	that	that	PRON
cana-2814	228	27	balances	balance	VERB
cana-2814	228	28	the	the	DET
cana-2814	228	29	three	three	NUM
cana-2814	228	30	security	security	NOUN
cana-2814	228	31	,	,	PUNCT
cana-2814	228	32	scalability	scalability	NOUN
cana-2814	228	33	,	,	PUNCT
cana-2814	228	34	and	and	CCONJ
cana-2814	228	35	energy	energy	NOUN
cana-2814	228	36	efficiency	efficiency	NOUN
cana-2814	228	37	.	.	PUNCT
cana-2814	229	1	in	in	ADP
cana-2814	229	2	this	this	DET
cana-2814	229	3	communications	communication	NOUN
cana-2814	229	4	on	on	ADP
cana-2814	229	5	applied	apply	VERB
cana-2814	229	6	nonlinear	nonlinear	ADJ
cana-2814	229	7	analysis	analysis	NOUN
cana-2814	229	8	issn	issn	NOUN
cana-2814	229	9	:	:	PUNCT
cana-2814	229	10	1074	1074	NUM
cana-2814	229	11	-	-	PUNCT
cana-2814	229	12	133x	133x	NUM
cana-2814	229	13	vol	vol	NOUN
cana-2814	229	14	32	32	NUM
cana-2814	229	15	no	no	NOUN
cana-2814	229	16	.	.	PUNCT
cana-2814	230	1	4s	4s	NUM
cana-2814	230	2	(	(	PUNCT
cana-2814	230	3	2025	2025	NUM
cana-2814	230	4	)	)	PUNCT
cana-2814	230	5	298	298	NUM
cana-2814	231	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	231	2	way	way	NOUN
cana-2814	231	3	,	,	PUNCT
cana-2814	231	4	performance	performance	NOUN
cana-2814	231	5	is	be	AUX
cana-2814	231	6	not	not	PART
cana-2814	231	7	compromised	compromise	VERB
cana-2814	231	8	and	and	CCONJ
cana-2814	231	9	the	the	DET
cana-2814	231	10	network	network	NOUN
cana-2814	231	11	can	can	AUX
cana-2814	231	12	therefore	therefore	ADV
cana-2814	231	13	handle	handle	VERB
cana-2814	231	14	a	a	DET
cana-2814	231	15	high	high	ADJ
cana-2814	231	16	volume	volume	NOUN
cana-2814	231	17	of	of	ADP
cana-2814	231	18	transactions	transaction	NOUN
cana-2814	231	19	.	.	PUNCT
cana-2814	232	1	𝐿𝑐𝑜𝑛𝑠𝑒𝑛𝑠𝑢𝑠	𝐿𝑐𝑜𝑛𝑠𝑒𝑛𝑠𝑢𝑠	ADJ
cana-2814	232	2	=	=	SYM
cana-2814	232	3	𝑡𝑛𝑒𝑡𝑤𝑜𝑟𝑘	𝑡𝑛𝑒𝑡𝑤𝑜𝑟𝑘	NOUN
cana-2814	232	4	+	+	CCONJ
cana-2814	232	5	𝑡𝑣𝑎𝑙𝑖𝑑𝑎𝑡𝑖𝑜𝑛	𝑡𝑣𝑎𝑙𝑖𝑑𝑎𝑡𝑖𝑜𝑛	X
cana-2814	232	6	smart	smart	ADJ
cana-2814	232	7	contracts	contract	NOUN
cana-2814	232	8	also	also	ADV
cana-2814	232	9	enable	enable	VERB
cana-2814	232	10	the	the	DET
cana-2814	232	11	automation	automation	NOUN
cana-2814	232	12	of	of	ADP
cana-2814	232	13	critical	critical	ADJ
cana-2814	232	14	processes	process	NOUN
cana-2814	232	15	,	,	PUNCT
cana-2814	232	16	including	include	VERB
cana-2814	232	17	vehicle	vehicle	NOUN
cana-2814	232	18	authentication	authentication	NOUN
cana-2814	232	19	,	,	PUNCT
cana-2814	232	20	toll	toll	NOUN
cana-2814	232	21	payments	payment	NOUN
cana-2814	232	22	,	,	PUNCT
cana-2814	232	23	and	and	CCONJ
cana-2814	232	24	insurance	insurance	NOUN
cana-2814	232	25	claim	claim	NOUN
cana-2814	232	26	handling	handle	VERB
cana-2814	232	27	.	.	PUNCT
cana-2814	233	1	the	the	DET
cana-2814	233	2	self	self	NOUN
cana-2814	233	3	-	-	PUNCT
cana-2814	233	4	executing	execute	VERB
cana-2814	233	5	contracts	contract	NOUN
cana-2814	233	6	,	,	PUNCT
cana-2814	233	7	which	which	PRON
cana-2814	233	8	are	be	AUX
cana-2814	233	9	run	run	VERB
cana-2814	233	10	on	on	ADP
cana-2814	233	11	the	the	DET
cana-2814	233	12	blockchain	blockchain	NOUN
cana-2814	233	13	,	,	PUNCT
cana-2814	233	14	allow	allow	VERB
cana-2814	233	15	different	different	ADJ
cana-2814	233	16	individuals	individual	NOUN
cana-2814	233	17	participating	participate	VERB
cana-2814	233	18	in	in	ADP
cana-2814	233	19	the	the	DET
cana-2814	233	20	network	network	NOUN
cana-2814	233	21	to	to	PART
cana-2814	233	22	interact	interact	VERB
cana-2814	233	23	in	in	ADP
cana-2814	233	24	a	a	DET
cana-2814	233	25	secure	secure	ADJ
cana-2814	233	26	and	and	CCONJ
cana-2814	233	27	transparent	transparent	ADJ
cana-2814	233	28	way	way	NOUN
cana-2814	233	29	.	.	PUNCT
cana-2814	234	1	𝑇𝑠ℎ𝑎𝑟𝑑	𝑇𝑠ℎ𝑎𝑟𝑑	NOUN
cana-2814	234	2	=	=	SYM
cana-2814	234	3	𝑇𝑏𝑙𝑜𝑐𝑘	𝑇𝑏𝑙𝑜𝑐𝑘	PROPN
cana-2814	234	4	𝑆	𝑆	PROPN
cana-2814	234	5	the	the	DET
cana-2814	234	6	methodology	methodology	NOUN
cana-2814	234	7	leverages	leverage	VERB
cana-2814	234	8	advanced	advanced	ADJ
cana-2814	234	9	techniques	technique	NOUN
cana-2814	234	10	(	(	PUNCT
cana-2814	234	11	e.g.	e.g.	ADV
cana-2814	234	12	,	,	PUNCT
cana-2814	234	13	sharding	sharding	NOUN
cana-2814	234	14	and	and	CCONJ
cana-2814	234	15	sidechains	sidechain	NOUN
cana-2814	234	16	)	)	PUNCT
cana-2814	234	17	to	to	PART
cana-2814	234	18	improve	improve	VERB
cana-2814	234	19	the	the	DET
cana-2814	234	20	scalability	scalability	NOUN
cana-2814	234	21	of	of	ADP
cana-2814	234	22	the	the	DET
cana-2814	234	23	blockchain	blockchain	PROPN
cana-2814	234	24	system	system	PROPN
cana-2814	234	25	.	.	PUNCT
cana-2814	235	1	algorithm	algorithm	PROPN
cana-2814	235	2	1	1	NUM
cana-2814	235	3	:	:	PUNCT
cana-2814	235	4	blockchain	blockchain	NOUN
cana-2814	235	5	-	-	PUNCT
cana-2814	235	6	based	base	VERB
cana-2814	235	7	transaction	transaction	NOUN
cana-2814	235	8	verification	verification	NOUN
cana-2814	235	9	input	input	NOUN
cana-2814	235	10	:	:	PUNCT
cana-2814	235	11	transaction	transaction	NOUN
cana-2814	235	12	data	data	PROPN
cana-2814	235	13	𝑇	𝑇	PROPN
cana-2814	235	14	,	,	PUNCT
cana-2814	235	15	blockchain	blockchain	PROPN
cana-2814	235	16	state	state	PROPN
cana-2814	235	17	𝐵	𝐵	PROPN
cana-2814	235	18	output	output	NOUN
cana-2814	235	19	:	:	PUNCT
cana-2814	235	20	transaction	transaction	NOUN
cana-2814	235	21	status	status	NOUN
cana-2814	235	22	(	(	PUNCT
cana-2814	235	23	success	success	NOUN
cana-2814	235	24	/	/	SYM
cana-2814	235	25	failure	failure	NOUN
cana-2814	235	26	)	)	PUNCT
cana-2814	235	27	1	1	NUM
cana-2814	235	28	.	.	X
cana-2814	235	29	initialization	initialization	NOUN
cana-2814	235	30	:	:	PUNCT
cana-2814	235	31	fetch	fetch	VERB
cana-2814	235	32	the	the	DET
cana-2814	235	33	transaction	transaction	NOUN
cana-2814	235	34	𝑇	𝑇	PROPN
cana-2814	235	35	and	and	CCONJ
cana-2814	235	36	the	the	DET
cana-2814	235	37	current	current	ADJ
cana-2814	235	38	blockchain	blockchain	PROPN
cana-2814	235	39	state	state	PROPN
cana-2814	235	40	𝐵.	𝐵.	PROPN
cana-2814	235	41	2	2	NUM
cana-2814	235	42	.	.	PUNCT
cana-2814	235	43	verify	verify	VERB
cana-2814	235	44	integrity	integrity	NOUN
cana-2814	235	45	:	:	PUNCT
cana-2814	235	46	compute	compute	VERB
cana-2814	235	47	the	the	DET
cana-2814	235	48	cryptographic	cryptographic	ADJ
cana-2814	235	49	hash	hash	NOUN
cana-2814	235	50	𝐻(𝑇	𝐻(𝑇	PROPN
cana-2814	235	51	)	)	PUNCT
cana-2814	235	52	and	and	CCONJ
cana-2814	235	53	validate	validate	VERB
cana-2814	235	54	sender	sender	NOUN
cana-2814	235	55	credentials	credential	NOUN
cana-2814	235	56	against	against	ADP
cana-2814	235	57	the	the	DET
cana-2814	235	58	blockchain	blockchain	PROPN
cana-2814	235	59	ledger	ledger	NOUN
cana-2814	235	60	.	.	PUNCT
cana-2814	236	1	3	3	X
cana-2814	236	2	.	.	X
cana-2814	236	3	transaction	transaction	NOUN
cana-2814	236	4	validation	validation	NOUN
cana-2814	236	5	:	:	PUNCT
cana-2814	237	1	o	o	X
cana-2814	237	2	if	if	SCONJ
cana-2814	237	3	valid	valid	ADJ
cana-2814	237	4	:	:	PUNCT
cana-2814	237	5	▪	▪	ADJ
cana-2814	237	6	append	append	VERB
cana-2814	237	7	𝑇	𝑇	PROPN
cana-2814	237	8	to	to	ADP
cana-2814	237	9	the	the	DET
cana-2814	237	10	current	current	ADJ
cana-2814	237	11	block	block	NOUN
cana-2814	237	12	.	.	PUNCT
cana-2814	238	1	▪	▪	X
cana-2814	238	2	execute	execute	VERB
cana-2814	238	3	the	the	DET
cana-2814	238	4	consensus	consensus	NOUN
cana-2814	238	5	mechanism	mechanism	NOUN
cana-2814	238	6	:	:	PUNCT
cana-2814	238	7	𝐿𝑐𝑜𝑛𝑠𝑒𝑛𝑠𝑢𝑠	𝐿𝑐𝑜𝑛𝑠𝑒𝑛𝑠𝑢𝑠	ADJ
cana-2814	238	8	=	=	SYM
cana-2814	238	9	𝑡𝑛𝑒𝑡𝑤𝑜𝑟𝑘	𝑡𝑛𝑒𝑡𝑤𝑜𝑟𝑘	NOUN
cana-2814	238	10	+	+	CCONJ
cana-2814	238	11	𝑡𝑣𝑎𝑙𝑖𝑑𝑎𝑡𝑖𝑜𝑛.	𝑡𝑣𝑎𝑙𝑖𝑑𝑎𝑡𝑖𝑜𝑛.	NOUN
cana-2814	238	12	▪	▪	ADJ
cana-2814	238	13	update	update	NOUN
cana-2814	238	14	the	the	DET
cana-2814	238	15	blockchain	blockchain	PROPN
cana-2814	238	16	ledger	ledger	NOUN
cana-2814	238	17	and	and	CCONJ
cana-2814	238	18	return	return	VERB
cana-2814	238	19	"	"	PUNCT
cana-2814	238	20	success	success	NOUN
cana-2814	238	21	"	"	PUNCT
cana-2814	238	22	.	.	PUNCT
cana-2814	239	1	else	else	ADV
cana-2814	239	2	,	,	PUNCT
cana-2814	239	3	reject	reject	VERB
cana-2814	239	4	the	the	DET
cana-2814	239	5	transaction	transaction	NOUN
cana-2814	239	6	and	and	CCONJ
cana-2814	239	7	return	return	VERB
cana-2814	239	8	"	"	PUNCT
cana-2814	239	9	failure	failure	NOUN
cana-2814	239	10	"	"	PUNCT
cana-2814	239	11	.	.	PUNCT
cana-2814	240	1	one	one	NUM
cana-2814	240	2	such	such	ADJ
cana-2814	240	3	approach	approach	NOUN
cana-2814	240	4	,	,	PUNCT
cana-2814	240	5	sharding	sharding	NOUN
cana-2814	240	6	,	,	PUNCT
cana-2814	240	7	detaches	detach	VERB
cana-2814	240	8	the	the	DET
cana-2814	240	9	blockchain	blockchain	PROPN
cana-2814	240	10	network	network	NOUN
cana-2814	240	11	into	into	ADP
cana-2814	240	12	smaller	small	ADJ
cana-2814	240	13	segments	segment	NOUN
cana-2814	240	14	—	—	PUNCT
cana-2814	240	15	or	or	CCONJ
cana-2814	240	16	shards	shard	NOUN
cana-2814	240	17	that	that	PRON
cana-2814	240	18	can	can	AUX
cana-2814	240	19	process	process	VERB
cana-2814	240	20	transactions	transaction	NOUN
cana-2814	240	21	in	in	ADP
cana-2814	240	22	parallel	parallel	NOUN
cana-2814	240	23	to	to	ADP
cana-2814	240	24	one	one	NUM
cana-2814	240	25	another	another	DET
cana-2814	240	26	.	.	PUNCT
cana-2814	241	1	this	this	PRON
cana-2814	241	2	allows	allow	VERB
cana-2814	241	3	for	for	SCONJ
cana-2814	241	4	a	a	DET
cana-2814	241	5	large	large	ADJ
cana-2814	241	6	number	number	NOUN
cana-2814	241	7	of	of	ADP
cana-2814	241	8	transactions	transaction	NOUN
cana-2814	241	9	to	to	PART
cana-2814	241	10	be	be	AUX
cana-2814	241	11	processed	process	VERB
cana-2814	241	12	by	by	ADP
cana-2814	241	13	the	the	DET
cana-2814	241	14	system	system	NOUN
cana-2814	241	15	simultaneously	simultaneously	ADV
cana-2814	241	16	.	.	PUNCT
cana-2814	242	1	𝐸𝑡𝑥	𝐸𝑡𝑥	NOUN
cana-2814	242	2	=	=	SYM
cana-2814	242	3	𝑃𝑛𝑜𝑑𝑒	𝑃𝑛𝑜𝑑𝑒	PROPN
cana-2814	242	4	⋅	⋅	PROPN
cana-2814	242	5	𝑡𝑏𝑙𝑜𝑐𝑘	𝑡𝑏𝑙𝑜𝑐𝑘	NOUN
cana-2814	242	6	𝑁𝑡𝑥	𝑁𝑡𝑥	PROPN
cana-2814	242	7	in	in	ADP
cana-2814	242	8	monero	monero	NOUN
cana-2814	242	9	,	,	PUNCT
cana-2814	242	10	sidechains	sidechain	NOUN
cana-2814	242	11	further	far	ADV
cana-2814	242	12	improve	improve	VERB
cana-2814	242	13	on	on	ADP
cana-2814	242	14	the	the	DET
cana-2814	242	15	system	system	NOUN
cana-2814	242	16	's	's	PART
cana-2814	242	17	scalability	scalability	NOUN
cana-2814	242	18	by	by	ADP
cana-2814	242	19	offloading	offload	VERB
cana-2814	242	20	non	non	ADJ
cana-2814	242	21	-	-	ADJ
cana-2814	242	22	critical	critical	ADJ
cana-2814	242	23	transactions	transaction	NOUN
cana-2814	242	24	from	from	ADP
cana-2814	242	25	the	the	DET
cana-2814	242	26	main	main	ADJ
cana-2814	242	27	blockchain	blockchain	NOUN
cana-2814	242	28	.	.	PUNCT
cana-2814	243	1	by	by	ADP
cana-2814	243	2	ensuring	ensure	VERB
cana-2814	243	3	that	that	SCONJ
cana-2814	243	4	the	the	DET
cana-2814	243	5	existing	exist	VERB
cana-2814	243	6	infrastructure	infrastructure	NOUN
cana-2814	243	7	for	for	ADP
cana-2814	243	8	blockchain	blockchain	PROPN
cana-2814	243	9	is	be	AUX
cana-2814	243	10	sufficient	sufficient	ADJ
cana-2814	243	11	to	to	PART
cana-2814	243	12	handle	handle	VERB
cana-2814	243	13	the	the	DET
cana-2814	243	14	increasing	increase	VERB
cana-2814	243	15	demands	demand	NOUN
cana-2814	243	16	of	of	ADP
cana-2814	243	17	the	the	DET
cana-2814	243	18	communication	communication	NOUN
cana-2814	243	19	networks	network	NOUN
cana-2814	243	20	,	,	PUNCT
cana-2814	243	21	these	these	DET
cana-2814	243	22	techniques	technique	NOUN
cana-2814	243	23	are	be	AUX
cana-2814	243	24	key	key	ADJ
cana-2814	243	25	to	to	ADP
cana-2814	243	26	the	the	DET
cana-2814	243	27	widespread	widespread	ADJ
cana-2814	243	28	implementation	implementation	NOUN
cana-2814	243	29	of	of	ADP
cana-2814	243	30	autonomous	autonomous	ADJ
cana-2814	243	31	vehicles	vehicle	NOUN
cana-2814	243	32	.	.	PUNCT
cana-2814	244	1	machine	machine	NOUN
cana-2814	244	2	learning	learning	NOUN
cana-2814	244	3	and	and	CCONJ
cana-2814	244	4	real	real	ADJ
cana-2814	244	5	-	-	PUNCT
cana-2814	244	6	time	time	NOUN
cana-2814	244	7	flight	flight	NOUN
cana-2814	244	8	decisions	decision	NOUN
cana-2814	244	9	the	the	DET
cana-2814	244	10	proposed	propose	VERB
cana-2814	244	11	methodology	methodology	NOUN
cana-2814	244	12	includes	include	VERB
cana-2814	244	13	the	the	DET
cana-2814	244	14	use	use	NOUN
cana-2814	244	15	of	of	ADP
cana-2814	244	16	machine	machine	NOUN
cana-2814	244	17	learning	learn	VERB
cana-2814	244	18	algorithms	algorithm	NOUN
cana-2814	244	19	to	to	PART
cana-2814	244	20	improve	improve	VERB
cana-2814	244	21	the	the	DET
cana-2814	244	22	predictive	predictive	ADJ
cana-2814	244	23	and	and	CCONJ
cana-2814	244	24	decision	decision	NOUN
cana-2814	244	25	-	-	PUNCT
cana-2814	244	26	making	make	VERB
cana-2814	244	27	capabilities	capability	NOUN
cana-2814	244	28	of	of	ADP
cana-2814	244	29	the	the	DET
cana-2814	244	30	framework	framework	NOUN
cana-2814	244	31	of	of	ADP
cana-2814	244	32	v2x	v2x	NOUN
cana-2814	244	33	communications	communication	NOUN
cana-2814	244	34	.	.	PUNCT
cana-2814	245	1	ml	ml	NOUN
cana-2814	245	2	models	model	NOUN
cana-2814	245	3	are	be	AUX
cana-2814	245	4	deployed	deploy	VERB
cana-2814	245	5	across	across	ADP
cana-2814	245	6	multiple	multiple	ADJ
cana-2814	245	7	layers	layer	NOUN
cana-2814	245	8	of	of	ADP
cana-2814	245	9	the	the	DET
cana-2814	245	10	network	network	NOUN
cana-2814	245	11	,	,	PUNCT
cana-2814	245	12	such	such	ADJ
cana-2814	245	13	as	as	ADP
cana-2814	245	14	vehicles	vehicle	NOUN
cana-2814	245	15	,	,	PUNCT
cana-2814	245	16	roadside	roadside	NOUN
cana-2814	245	17	infrastructure	infrastructure	NOUN
cana-2814	245	18	,	,	PUNCT
cana-2814	245	19	and	and	CCONJ
cana-2814	245	20	edge	edge	NOUN
cana-2814	245	21	computing	computing	NOUN
cana-2814	245	22	nodes	node	NOUN
cana-2814	245	23	.	.	PUNCT
cana-2814	246	1	these	these	DET
cana-2814	246	2	models	model	NOUN
cana-2814	246	3	rely	rely	VERB
cana-2814	246	4	on	on	ADP
cana-2814	246	5	data	datum	NOUN
cana-2814	246	6	collected	collect	VERB
cana-2814	246	7	from	from	ADP
cana-2814	246	8	sensors	sensor	NOUN
cana-2814	246	9	,	,	PUNCT
cana-2814	246	10	cameras	camera	NOUN
cana-2814	246	11	,	,	PUNCT
cana-2814	246	12	and	and	CCONJ
cana-2814	246	13	other	other	ADJ
cana-2814	246	14	devices	device	NOUN
cana-2814	246	15	up	up	ADP
cana-2814	246	16	to	to	ADP
cana-2814	246	17	october	october	PROPN
cana-2814	246	18	2023	2023	NUM
cana-2814	246	19	to	to	PART
cana-2814	246	20	recognize	recognize	VERB
cana-2814	246	21	patterns	pattern	NOUN
cana-2814	246	22	,	,	PUNCT
cana-2814	246	23	predict	predict	VERB
cana-2814	246	24	outcomes	outcome	NOUN
cana-2814	246	25	,	,	PUNCT
cana-2814	246	26	and	and	CCONJ
cana-2814	246	27	improve	improve	VERB
cana-2814	246	28	system	system	NOUN
cana-2814	246	29	efficiency	efficiency	NOUN
cana-2814	246	30	.	.	PUNCT
cana-2814	247	1	communications	communication	NOUN
cana-2814	247	2	on	on	ADP
cana-2814	247	3	applied	apply	VERB
cana-2814	247	4	nonlinear	nonlinear	ADJ
cana-2814	247	5	analysis	analysis	NOUN
cana-2814	247	6	issn	issn	NOUN
cana-2814	247	7	:	:	PUNCT
cana-2814	247	8	1074	1074	NUM
cana-2814	247	9	-	-	PUNCT
cana-2814	247	10	133x	133x	NUM
cana-2814	247	11	vol	vol	NOUN
cana-2814	247	12	32	32	NUM
cana-2814	247	13	no	no	NOUN
cana-2814	247	14	.	.	PUNCT
cana-2814	248	1	4s	4s	NUM
cana-2814	248	2	(	(	PUNCT
cana-2814	248	3	2025	2025	NUM
cana-2814	248	4	)	)	PUNCT
cana-2814	248	5	299	299	NUM
cana-2814	248	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	248	7	𝐿(𝜃	𝐿(𝜃	PROPN
cana-2814	248	8	)	)	PUNCT
cana-2814	248	9	=	=	SYM
cana-2814	249	1	1	1	NUM
cana-2814	249	2	𝑛	𝑛	PRON
cana-2814	249	3	∑	∑	DET
cana-2814	249	4	𝑛	𝑛	PRON
cana-2814	249	5	𝑖=1	𝑖=1	PROPN
cana-2814	249	6	(	(	PUNCT
cana-2814	249	7	𝑦𝑖	𝑦𝑖	PROPN
cana-2814	249	8	−	−	PROPN
cana-2814	249	9	𝑓(𝑥𝑖	𝑓(𝑥𝑖	PROPN
cana-2814	249	10	,	,	PUNCT
cana-2814	249	11	𝜃	𝜃	NOUN
cana-2814	249	12	)	)	PUNCT
cana-2814	249	13	)	)	PUNCT
cana-2814	249	14	2	2	NUM
cana-2814	249	15	traffic	traffic	NOUN
cana-2814	249	16	flow	flow	NOUN
cana-2814	249	17	management	management	NOUN
cana-2814	249	18	is	be	AUX
cana-2814	249	19	one	one	NUM
cana-2814	249	20	of	of	ADP
cana-2814	249	21	the	the	DET
cana-2814	249	22	main	main	ADJ
cana-2814	249	23	applications	application	NOUN
cana-2814	249	24	of	of	ADP
cana-2814	249	25	ml	ml	NOUN
cana-2814	249	26	in	in	ADP
cana-2814	249	27	the	the	DET
cana-2814	249	28	proposed	propose	VERB
cana-2814	249	29	framework	framework	NOUN
cana-2814	249	30	.	.	PUNCT
cana-2814	250	1	the	the	DET
cana-2814	250	2	ml	ml	PROPN
cana-2814	250	3	models	model	NOUN
cana-2814	250	4	analyze	analyze	VERB
cana-2814	250	5	real	real	ADJ
cana-2814	250	6	-	-	PUNCT
cana-2814	250	7	time	time	NOUN
cana-2814	250	8	traffic	traffic	NOUN
cana-2814	250	9	data	datum	NOUN
cana-2814	250	10	and	and	CCONJ
cana-2814	250	11	aesthetic	aesthetic	ADJ
cana-2814	250	12	patterns	pattern	NOUN
cana-2814	250	13	&	&	CCONJ
cana-2814	250	14	enable	enable	VERB
cana-2814	250	15	vehicles	vehicle	NOUN
cana-2814	250	16	to	to	PART
cana-2814	250	17	take	take	VERB
cana-2814	250	18	alternative	alternative	ADJ
cana-2814	250	19	routes	route	NOUN
cana-2814	250	20	.	.	PUNCT
cana-2814	251	1	it	it	PRON
cana-2814	251	2	can	can	AUX
cana-2814	251	3	also	also	ADV
cana-2814	251	4	be	be	AUX
cana-2814	251	5	used	use	VERB
cana-2814	251	6	to	to	PART
cana-2814	251	7	optimize	optimize	VERB
cana-2814	251	8	traffic	traffic	NOUN
cana-2814	251	9	signals	signal	NOUN
cana-2814	251	10	.	.	PUNCT
cana-2814	252	1	𝜃	𝜃	X
cana-2814	253	1	=	=	PUNCT
cana-2814	253	2	𝜃	𝜃	NUM
cana-2814	253	3	−	−	NOUN
cana-2814	253	4	𝜂	𝜂	X
cana-2814	253	5	⋅	⋅	PROPN
cana-2814	253	6	𝛻𝐿(𝜃	𝛻𝐿(𝜃	NOUN
cana-2814	253	7	)	)	PUNCT
cana-2814	253	8	ml	ml	VERB
cana-2814	253	9	algorithms	algorithm	NOUN
cana-2814	253	10	are	be	AUX
cana-2814	253	11	also	also	ADV
cana-2814	253	12	utilized	utilize	VERB
cana-2814	253	13	for	for	ADP
cana-2814	253	14	collision	collision	NOUN
cana-2814	253	15	avoidance	avoidance	NOUN
cana-2814	253	16	and	and	CCONJ
cana-2814	253	17	traffic	traffic	NOUN
cana-2814	253	18	management	management	NOUN
cana-2814	253	19	.	.	PUNCT
cana-2814	254	1	through	through	ADP
cana-2814	254	2	analysis	analysis	NOUN
cana-2814	254	3	of	of	ADP
cana-2814	254	4	data	datum	NOUN
cana-2814	254	5	from	from	ADP
cana-2814	254	6	sensors	sensor	NOUN
cana-2814	254	7	and	and	CCONJ
cana-2814	254	8	cameras	camera	NOUN
cana-2814	254	9	mounted	mount	VERB
cana-2814	254	10	in	in	ADP
cana-2814	254	11	the	the	DET
cana-2814	254	12	vehicle	vehicle	NOUN
cana-2814	254	13	,	,	PUNCT
cana-2814	254	14	ml	ml	ADP
cana-2814	254	15	models	model	NOUN
cana-2814	254	16	can	can	AUX
cana-2814	254	17	identify	identify	VERB
cana-2814	254	18	other	other	ADJ
cana-2814	254	19	objects	object	NOUN
cana-2814	254	20	on	on	ADP
cana-2814	254	21	the	the	DET
cana-2814	254	22	road	road	NOUN
cana-2814	254	23	and	and	CCONJ
cana-2814	254	24	initiate	initiate	VERB
cana-2814	254	25	appropriate	appropriate	ADJ
cana-2814	254	26	actions	action	NOUN
cana-2814	254	27	,	,	PUNCT
cana-2814	254	28	like	like	ADP
cana-2814	254	29	braking	brake	VERB
cana-2814	254	30	or	or	CCONJ
cana-2814	254	31	swerving	swerve	VERB
cana-2814	254	32	,	,	PUNCT
cana-2814	254	33	to	to	PART
cana-2814	254	34	avoid	avoid	VERB
cana-2814	254	35	collisions	collision	NOUN
cana-2814	254	36	.	.	PUNCT
cana-2814	255	1	𝜃𝑔𝑙𝑜𝑏𝑎𝑙	𝜃𝑔𝑙𝑜𝑏𝑎𝑙	NOUN
cana-2814	255	2	=	=	NOUN
cana-2814	255	3	1	1	NUM
cana-2814	255	4	𝑁	𝑁	PROPN
cana-2814	255	5	∑	∑	PUNCT
cana-2814	255	6	𝑁	𝑁	PROPN
cana-2814	255	7	𝑖=1	𝑖=1	PROPN
cana-2814	255	8	𝜃𝑙𝑜𝑐𝑎𝑙	𝜃𝑙𝑜𝑐𝑎𝑙	NOUN
cana-2814	255	9	𝑖	𝑖	VERB
cana-2814	255	10	the	the	DET
cana-2814	255	11	method	method	NOUN
cana-2814	255	12	combines	combine	VERB
cana-2814	255	13	federated	federated	ADJ
cana-2814	255	14	learning	learning	NOUN
cana-2814	255	15	to	to	PART
cana-2814	255	16	efficiently	efficiently	ADV
cana-2814	255	17	train	train	VERB
cana-2814	255	18	ml	ml	NOUN
cana-2814	255	19	models	model	NOUN
cana-2814	255	20	without	without	ADP
cana-2814	255	21	centralizing	centralize	VERB
cana-2814	255	22	sensitive	sensitive	ADJ
cana-2814	255	23	data	datum	NOUN
cana-2814	255	24	.	.	PUNCT
cana-2814	256	1	federated	federated	ADJ
cana-2814	256	2	learning	learning	NOUN
cana-2814	256	3	is	be	AUX
cana-2814	256	4	a	a	DET
cana-2814	256	5	distributed	distribute	VERB
cana-2814	256	6	learning	learning	NOUN
cana-2814	256	7	approach	approach	NOUN
cana-2814	256	8	that	that	PRON
cana-2814	256	9	enables	enable	VERB
cana-2814	256	10	vehicles	vehicle	NOUN
cana-2814	256	11	and	and	CCONJ
cana-2814	256	12	other	other	ADJ
cana-2814	256	13	agents	agent	NOUN
cana-2814	256	14	in	in	ADP
cana-2814	256	15	the	the	DET
cana-2814	256	16	network	network	NOUN
cana-2814	256	17	to	to	PART
cana-2814	256	18	collaboratively	collaboratively	ADV
cana-2814	256	19	train	train	VERB
cana-2814	256	20	models	model	NOUN
cana-2814	256	21	without	without	ADP
cana-2814	256	22	sharing	share	VERB
cana-2814	256	23	their	their	PRON
cana-2814	256	24	raw	raw	ADJ
cana-2814	256	25	data	datum	NOUN
cana-2814	256	26	.	.	PUNCT
cana-2814	257	1	𝑄(𝑠	𝑄(𝑠	NUM
cana-2814	257	2	,	,	PUNCT
cana-2814	257	3	𝑎	𝑎	NOUN
cana-2814	257	4	)	)	PUNCT
cana-2814	257	5	=	=	SYM
cana-2814	257	6	𝑄(𝑠	𝑄(𝑠	PROPN
cana-2814	257	7	,	,	PUNCT
cana-2814	257	8	𝑎	𝑎	NOUN
cana-2814	257	9	)	)	PUNCT
cana-2814	257	10	+	+	NUM
cana-2814	257	11	𝛼	𝛼	PRON
cana-2814	258	1	[	[	X
cana-2814	258	2	𝑟	𝑟	X
cana-2814	258	3	+	+	CCONJ
cana-2814	258	4	𝛾𝑚𝑎𝑥	𝛾𝑚𝑎𝑥	NOUN
cana-2814	258	5	𝑎	𝑎	PROPN
cana-2814	258	6	𝑄(𝑠	𝑄(𝑠	PROPN
cana-2814	258	7	′	′	NUM
cana-2814	258	8	,	,	PUNCT
cana-2814	258	9	𝑎	𝑎	NOUN
cana-2814	258	10	)	)	PUNCT
cana-2814	258	11	−	−	ADP
cana-2814	258	12	𝑄(𝑠	𝑄(𝑠	NUM
cana-2814	258	13	,	,	PUNCT
cana-2814	258	14	𝑎	𝑎	NOUN
cana-2814	258	15	)	)	PUNCT
cana-2814	258	16	]	]	PUNCT
cana-2814	258	17	this	this	DET
cana-2814	258	18	way	way	NOUN
cana-2814	258	19	,	,	PUNCT
cana-2814	258	20	we	we	PRON
cana-2814	258	21	can	can	AUX
cana-2814	258	22	both	both	PRON
cana-2814	258	23	keep	keep	VERB
cana-2814	258	24	data	datum	NOUN
cana-2814	258	25	privacy	privacy	NOUN
cana-2814	258	26	and	and	CCONJ
cana-2814	258	27	avoid	avoid	VERB
cana-2814	258	28	having	have	VERB
cana-2814	258	29	to	to	PART
cana-2814	258	30	send	send	VERB
cana-2814	258	31	with	with	ADP
cana-2814	258	32	huge	huge	ADJ
cana-2814	258	33	communication	communication	NOUN
cana-2814	258	34	load	load	NOUN
cana-2814	258	35	in	in	ADP
cana-2814	258	36	the	the	DET
cana-2814	258	37	centralized	centralized	ADJ
cana-2814	258	38	training	training	NOUN
cana-2814	258	39	.	.	PUNCT
cana-2814	259	1	the	the	DET
cana-2814	259	2	periodic	periodic	ADJ
cana-2814	259	3	updating	updating	NOUN
cana-2814	259	4	of	of	ADP
cana-2814	259	5	the	the	DET
cana-2814	259	6	trained	train	VERB
cana-2814	259	7	models	model	NOUN
cana-2814	259	8	at	at	ADP
cana-2814	259	9	edge	edge	NOUN
cana-2814	259	10	nodes	node	NOUN
cana-2814	259	11	or	or	CCONJ
cana-2814	259	12	blockchain	blockchain	NOUN
cana-2814	259	13	nodes	node	NOUN
cana-2814	259	14	maintains	maintain	VERB
cana-2814	259	15	a	a	DET
cana-2814	259	16	continuous	continuous	ADJ
cana-2814	259	17	record	record	NOUN
cana-2814	259	18	across	across	ADP
cana-2814	259	19	the	the	DET
cana-2814	259	20	network	network	NOUN
cana-2814	259	21	.	.	PUNCT
cana-2814	260	1	algorithm	algorithm	NOUN
cana-2814	260	2	2	2	NUM
cana-2814	260	3	:	:	PUNCT
cana-2814	260	4	federated	federated	ADJ
cana-2814	260	5	learning	learning	NOUN
cana-2814	260	6	model	model	NOUN
cana-2814	260	7	update	update	NOUN
cana-2814	260	8	input	input	NOUN
cana-2814	260	9	:	:	PUNCT
cana-2814	260	10	global	global	ADJ
cana-2814	260	11	model	model	NOUN
cana-2814	260	12	𝜃𝑔𝑙𝑜𝑏𝑎𝑙	𝜃𝑔𝑙𝑜𝑏𝑎𝑙	PROPN
cana-2814	260	13	,	,	PUNCT
cana-2814	260	14	local	local	ADJ
cana-2814	260	15	datasets	dataset	NOUN
cana-2814	260	16	output	output	NOUN
cana-2814	260	17	:	:	PUNCT
cana-2814	260	18	updated	update	VERB
cana-2814	260	19	global	global	ADJ
cana-2814	260	20	model	model	NOUN
cana-2814	260	21	𝜃𝑔𝑙𝑜𝑏𝑎𝑙	𝜃𝑔𝑙𝑜𝑏𝑎𝑙	PROPN
cana-2814	260	22	1	1	X
cana-2814	260	23	.	.	PUNCT
cana-2814	260	24	distribute	distribute	VERB
cana-2814	260	25	model	model	NOUN
cana-2814	260	26	:	:	PUNCT
cana-2814	260	27	distribute	distribute	VERB
cana-2814	260	28	the	the	DET
cana-2814	260	29	global	global	ADJ
cana-2814	260	30	model	model	NOUN
cana-2814	260	31	𝜃𝑔𝑙𝑜𝑏𝑎𝑙	𝜃𝑔𝑙𝑜𝑏𝑎𝑙	NOUN
cana-2814	260	32	to	to	ADP
cana-2814	260	33	all	all	DET
cana-2814	260	34	participating	participate	VERB
cana-2814	260	35	edge	edge	NOUN
cana-2814	260	36	nodes	node	NOUN
cana-2814	260	37	.	.	PUNCT
cana-2814	261	1	2	2	X
cana-2814	261	2	.	.	X
cana-2814	261	3	local	local	ADJ
cana-2814	261	4	training	training	NOUN
cana-2814	261	5	:	:	PUNCT
cana-2814	261	6	o	o	X
cana-2814	261	7	each	each	DET
cana-2814	261	8	node	node	NOUN
cana-2814	261	9	trains	train	VERB
cana-2814	261	10	its	its	PRON
cana-2814	261	11	local	local	ADJ
cana-2814	261	12	model	model	NOUN
cana-2814	261	13	using	use	VERB
cana-2814	261	14	its	its	PRON
cana-2814	261	15	local	local	ADJ
cana-2814	261	16	dataset	dataset	NOUN
cana-2814	261	17	:	:	PUNCT
cana-2814	261	18	𝜃𝑙𝑜𝑐𝑎𝑙	𝜃𝑙𝑜𝑐𝑎𝑙	ADJ
cana-2814	261	19	𝑖	𝑖	X
cana-2814	261	20	=	=	SYM
cana-2814	261	21	𝑡𝑟𝑎𝑖𝑛(𝑑𝑎𝑡𝑎𝑖	𝑡𝑟𝑎𝑖𝑛(𝑑𝑎𝑡𝑎𝑖	PROPN
cana-2814	261	22	)	)	PUNCT
cana-2814	261	23	.	.	PUNCT
cana-2814	262	1	3	3	X
cana-2814	262	2	.	.	X
cana-2814	262	3	aggregate	aggregate	ADJ
cana-2814	262	4	updates	update	NOUN
cana-2814	262	5	:	:	PUNCT
cana-2814	262	6	collect	collect	VERB
cana-2814	262	7	updates	update	NOUN
cana-2814	262	8	from	from	ADP
cana-2814	262	9	all	all	DET
cana-2814	262	10	nodes	node	NOUN
cana-2814	262	11	and	and	CCONJ
cana-2814	262	12	compute	compute	VERB
cana-2814	262	13	the	the	DET
cana-2814	262	14	new	new	ADJ
cana-2814	262	15	global	global	ADJ
cana-2814	262	16	model	model	NOUN
cana-2814	262	17	:	:	PUNCT
cana-2814	262	18	𝜃𝑔𝑙𝑜𝑏𝑎𝑙	𝜃𝑔𝑙𝑜𝑏𝑎𝑙	NOUN
cana-2814	262	19	=	=	SYM
cana-2814	262	20	1	1	NUM
cana-2814	262	21	𝑁	𝑁	PROPN
cana-2814	262	22	∑𝑁	∑𝑁	PROPN
cana-2814	262	23	𝑖=1	𝑖=1	PROPN
cana-2814	262	24	𝜃𝑙𝑜𝑐𝑎𝑙	𝜃𝑙𝑜𝑐𝑎𝑙	ADJ
cana-2814	262	25	𝑖	𝑖	PRON
cana-2814	262	26	4	4	NUM
cana-2814	262	27	.	.	X
cana-2814	262	28	update	update	NOUN
cana-2814	262	29	and	and	CCONJ
cana-2814	262	30	redistribute	redistribute	NOUN
cana-2814	262	31	:	:	PUNCT
cana-2814	262	32	update	update	VERB
cana-2814	262	33	the	the	DET
cana-2814	262	34	global	global	ADJ
cana-2814	262	35	model	model	NOUN
cana-2814	262	36	and	and	CCONJ
cana-2814	262	37	redistribute	redistribute	VERB
cana-2814	262	38	it	it	PRON
cana-2814	262	39	to	to	ADP
cana-2814	262	40	all	all	DET
cana-2814	262	41	nodes	node	NOUN
cana-2814	262	42	.	.	PUNCT
cana-2814	263	1	5	5	X
cana-2814	263	2	.	.	X
cana-2814	263	3	repeat	repeat	NOUN
cana-2814	263	4	:	:	PUNCT
cana-2814	263	5	repeat	repeat	VERB
cana-2814	263	6	steps	step	NOUN
cana-2814	263	7	2–4	2–4	NUM
cana-2814	263	8	until	until	SCONJ
cana-2814	263	9	the	the	DET
cana-2814	263	10	global	global	ADJ
cana-2814	263	11	model	model	NOUN
cana-2814	263	12	converges	converge	VERB
cana-2814	263	13	.	.	PUNCT
cana-2814	264	1	additionally	additionally	ADV
cana-2814	264	2	,	,	PUNCT
cana-2814	264	3	one	one	NUM
cana-2814	264	4	of	of	ADP
cana-2814	264	5	the	the	DET
cana-2814	264	6	most	most	ADV
cana-2814	264	7	innovative	innovative	ADJ
cana-2814	264	8	aspects	aspect	NOUN
cana-2814	264	9	of	of	ADP
cana-2814	264	10	the	the	DET
cana-2814	264	11	methodology	methodology	NOUN
cana-2814	264	12	is	be	AUX
cana-2814	264	13	the	the	DET
cana-2814	264	14	application	application	NOUN
cana-2814	264	15	of	of	ADP
cana-2814	264	16	reinforcement	reinforcement	NOUN
cana-2814	264	17	learning	learning	NOUN
cana-2814	264	18	(	(	PUNCT
cana-2814	264	19	rl	rl	NOUN
cana-2814	264	20	)	)	PUNCT
cana-2814	264	21	for	for	ADP
cana-2814	264	22	adaptive	adaptive	ADJ
cana-2814	264	23	decision	decision	NOUN
cana-2814	264	24	making	making	NOUN
cana-2814	264	25	.	.	PUNCT
cana-2814	265	1	through	through	ADP
cana-2814	265	2	reinforcement	reinforcement	NOUN
cana-2814	265	3	learning	learning	NOUN
cana-2814	265	4	(	(	PUNCT
cana-2814	265	5	rl	rl	NOUN
cana-2814	265	6	)	)	PUNCT
cana-2814	265	7	,	,	PUNCT
cana-2814	265	8	machines	machine	NOUN
cana-2814	265	9	can	can	AUX
cana-2814	265	10	discover	discover	VERB
cana-2814	265	11	effective	effective	ADJ
cana-2814	265	12	strategies	strategy	NOUN
cana-2814	265	13	to	to	PART
cana-2814	265	14	reach	reach	VERB
cana-2814	265	15	their	their	PRON
cana-2814	265	16	final	final	ADJ
cana-2814	265	17	destinations	destination	NOUN
cana-2814	265	18	by	by	ADP
cana-2814	265	19	trial	trial	NOUN
cana-2814	265	20	-	-	PUNCT
cana-2814	265	21	and	and	CCONJ
cana-2814	265	22	-	-	PUNCT
cana-2814	265	23	error	error	NOUN
cana-2814	265	24	in	in	ADP
cana-2814	265	25	challenging	challenge	VERB
cana-2814	265	26	traffic	traffic	NOUN
cana-2814	265	27	situations	situation	NOUN
cana-2814	265	28	.	.	PUNCT
cana-2814	266	1	an	an	DET
cana-2814	266	2	rl	rl	NOUN
cana-2814	266	3	-	-	PUNCT
cana-2814	266	4	based	base	VERB
cana-2814	266	5	agent	agent	NOUN
cana-2814	266	6	,	,	PUNCT
cana-2814	266	7	for	for	ADP
cana-2814	266	8	example	example	NOUN
cana-2814	266	9	,	,	PUNCT
cana-2814	266	10	can	can	AUX
cana-2814	266	11	learn	learn	VERB
cana-2814	266	12	to	to	PART
cana-2814	266	13	get	get	VERB
cana-2814	266	14	into	into	ADP
cana-2814	266	15	high	high	ADJ
cana-2814	266	16	-	-	PUNCT
cana-2814	266	17	speed	speed	NOUN
cana-2814	266	18	traffic	traffic	NOUN
cana-2814	266	19	and	and	CCONJ
cana-2814	266	20	what	what	PRON
cana-2814	266	21	turns	turn	VERB
cana-2814	266	22	to	to	PART
cana-2814	266	23	make	make	VERB
cana-2814	266	24	at	at	ADP
cana-2814	266	25	an	an	DET
cana-2814	266	26	intersection	intersection	NOUN
cana-2814	266	27	based	base	VERB
cana-2814	266	28	on	on	ADP
cana-2814	266	29	the	the	DET
cana-2814	266	30	different	different	ADJ
cana-2814	266	31	inputs	input	NOUN
cana-2814	266	32	it	it	PRON
cana-2814	266	33	receives	receive	VERB
cana-2814	266	34	in	in	ADP
cana-2814	266	35	the	the	DET
cana-2814	266	36	various	various	ADJ
cana-2814	266	37	locations	location	NOUN
cana-2814	266	38	and	and	CCONJ
cana-2814	266	39	the	the	DET
cana-2814	266	40	feedback	feedback	NOUN
cana-2814	266	41	(	(	PUNCT
cana-2814	266	42	positive	positive	ADJ
cana-2814	266	43	or	or	CCONJ
cana-2814	266	44	negative	negative	ADJ
cana-2814	266	45	)	)	PUNCT
cana-2814	266	46	it	it	PRON
cana-2814	266	47	receives	receive	VERB
cana-2814	266	48	for	for	ADP
cana-2814	266	49	its	its	PRON
cana-2814	266	50	decisions	decision	NOUN
cana-2814	266	51	.	.	PUNCT
cana-2814	267	1	they	they	PRON
cana-2814	267	2	are	be	AUX
cana-2814	267	3	regularly	regularly	ADV
cana-2814	267	4	updated	update	VERB
cana-2814	267	5	to	to	PART
cana-2814	267	6	reflect	reflect	VERB
cana-2814	267	7	new	new	ADJ
cana-2814	267	8	conditions	condition	NOUN
cana-2814	267	9	,	,	PUNCT
cana-2814	267	10	such	such	ADJ
cana-2814	267	11	as	as	ADP
cana-2814	267	12	road	road	NOUN
cana-2814	267	13	construction	construction	NOUN
cana-2814	267	14	or	or	CCONJ
cana-2814	267	15	weather	weather	NOUN
cana-2814	267	16	changes	change	NOUN
cana-2814	267	17	,	,	PUNCT
cana-2814	267	18	so	so	SCONJ
cana-2814	267	19	vehicles	vehicle	NOUN
cana-2814	267	20	can	can	AUX
cana-2814	267	21	quickly	quickly	ADV
cana-2814	267	22	navigate	navigate	VERB
cana-2814	267	23	changing	change	VERB
cana-2814	267	24	conditions	condition	NOUN
cana-2814	267	25	.	.	PUNCT
cana-2814	268	1	communications	communication	NOUN
cana-2814	268	2	on	on	ADP
cana-2814	268	3	applied	apply	VERB
cana-2814	268	4	nonlinear	nonlinear	ADJ
cana-2814	268	5	analysis	analysis	NOUN
cana-2814	268	6	issn	issn	NOUN
cana-2814	268	7	:	:	PUNCT
cana-2814	268	8	1074	1074	NUM
cana-2814	268	9	-	-	PUNCT
cana-2814	268	10	133x	133x	NUM
cana-2814	268	11	vol	vol	NOUN
cana-2814	268	12	32	32	NUM
cana-2814	268	13	no	no	NOUN
cana-2814	268	14	.	.	PUNCT
cana-2814	269	1	4s	4s	NUM
cana-2814	269	2	(	(	PUNCT
cana-2814	269	3	2025	2025	NUM
cana-2814	269	4	)	)	PUNCT
cana-2814	269	5	300	300	NUM
cana-2814	269	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	269	7	how	how	SCONJ
cana-2814	269	8	could	could	AUX
cana-2814	269	9	6	6	NUM
cana-2814	269	10	g	g	NOUN
cana-2814	269	11	networks	network	NOUN
cana-2814	269	12	deliver	deliver	VERB
cana-2814	269	13	ultra	ultra	ADJ
cana-2814	269	14	-	-	ADJ
cana-2814	269	15	low	low	ADJ
cana-2814	269	16	latency	latency	NOUN
cana-2814	269	17	communication	communication	NOUN
cana-2814	269	18	?	?	PUNCT
cana-2814	270	1	the	the	DET
cana-2814	270	2	third	third	ADJ
cana-2814	270	3	pillar	pillar	NOUN
cana-2814	270	4	concerns	concern	NOUN
cana-2814	270	5	the	the	DET
cana-2814	270	6	operation	operation	NOUN
cana-2814	270	7	of	of	ADP
cana-2814	270	8	6	6	NUM
cana-2814	270	9	g	g	NOUN
cana-2814	270	10	networks	network	NOUN
cana-2814	270	11	to	to	PART
cana-2814	270	12	facilitate	facilitate	VERB
cana-2814	270	13	ultra	ultra	ADJ
cana-2814	270	14	-	-	ADJ
cana-2814	270	15	low	low	ADJ
cana-2814	270	16	latency	latency	NOUN
cana-2814	270	17	,	,	PUNCT
cana-2814	270	18	high	high	ADJ
cana-2814	270	19	-	-	PUNCT
cana-2814	270	20	speed	speed	NOUN
cana-2814	270	21	communication	communication	NOUN
cana-2814	270	22	among	among	ADP
cana-2814	270	23	autonomous	autonomous	ADJ
cana-2814	270	24	vehicles	vehicle	NOUN
cana-2814	270	25	.	.	PUNCT
cana-2814	271	1	supporting	support	VERB
cana-2814	271	2	this	this	DET
cana-2814	271	3	vision	vision	NOUN
cana-2814	271	4	of	of	ADP
cana-2814	271	5	automation	automation	NOUN
cana-2814	271	6	in	in	ADP
cana-2814	271	7	the	the	DET
cana-2814	271	8	intelligent	intelligent	ADJ
cana-2814	271	9	society	society	NOUN
cana-2814	271	10	,	,	PUNCT
cana-2814	271	11	the	the	DET
cana-2814	271	12	6	6	NUM
cana-2814	271	13	g	g	NOUN
cana-2814	271	14	architecture	architecture	NOUN
cana-2814	271	15	aims	aim	VERB
cana-2814	271	16	to	to	PART
cana-2814	271	17	provide	provide	VERB
cana-2814	271	18	enormous	enormous	ADJ
cana-2814	271	19	connectivity	connectivity	NOUN
cana-2814	271	20	,	,	PUNCT
cana-2814	271	21	allowing	allow	VERB
cana-2814	271	22	ubiquitous	ubiquitous	ADJ
cana-2814	271	23	connection	connection	NOUN
cana-2814	271	24	between	between	ADP
cana-2814	271	25	car	car	NOUN
cana-2814	271	26	,	,	PUNCT
cana-2814	271	27	road	road	NOUN
cana-2814	271	28	,	,	PUNCT
cana-2814	271	29	and	and	CCONJ
cana-2814	271	30	edge	edge	NOUN
cana-2814	271	31	device	device	NOUN
cana-2814	271	32	.	.	PUNCT
cana-2814	272	1	by	by	ADP
cana-2814	272	2	taking	take	VERB
cana-2814	272	3	advantage	advantage	NOUN
cana-2814	272	4	of	of	ADP
cana-2814	272	5	key	key	ADJ
cana-2814	272	6	features	feature	NOUN
cana-2814	272	7	of	of	ADP
cana-2814	272	8	6	6	NUM
cana-2814	272	9	g	g	NOUN
cana-2814	272	10	networks	network	NOUN
cana-2814	272	11	,	,	PUNCT
cana-2814	272	12	including	include	VERB
cana-2814	272	13	terahertz	terahertz	NOUN
cana-2814	272	14	communication	communication	NOUN
cana-2814	272	15	,	,	PUNCT
cana-2814	272	16	massive	massive	ADJ
cana-2814	272	17	multiple	multiple	ADJ
cana-2814	272	18	-	-	PUNCT
cana-2814	272	19	input	input	NOUN
cana-2814	272	20	multiple	multiple	ADJ
cana-2814	272	21	-	-	PUNCT
cana-2814	272	22	output	output	NOUN
cana-2814	272	23	(	(	PUNCT
cana-2814	272	24	mimo	mimo	PROPN
cana-2814	272	25	)	)	PUNCT
cana-2814	272	26	technology	technology	NOUN
cana-2814	272	27	,	,	PUNCT
cana-2814	272	28	and	and	CCONJ
cana-2814	272	29	intelligent	intelligent	ADJ
cana-2814	272	30	reflecting	reflect	VERB
cana-2814	272	31	surfaces	surface	NOUN
cana-2814	272	32	,	,	PUNCT
cana-2814	272	33	network	network	NOUN
cana-2814	272	34	performance	performance	NOUN
cana-2814	272	35	is	be	AUX
cana-2814	272	36	improved	improve	VERB
cana-2814	272	37	.	.	PUNCT
cana-2814	273	1	𝐿𝑡𝑟𝑎𝑛𝑠𝑚𝑖𝑡	𝐿𝑡𝑟𝑎𝑛𝑠𝑚𝑖𝑡	PROPN
cana-2814	273	2	=	=	PROPN
cana-2814	273	3	𝐷	𝐷	PROPN
cana-2814	273	4	𝑅	𝑅	PROPN
cana-2814	273	5	network	network	NOUN
cana-2814	273	6	slicing	slicing	NOUN
cana-2814	273	7	:	:	PUNCT
cana-2814	273	8	the	the	DET
cana-2814	273	9	methodology	methodology	NOUN
cana-2814	273	10	introduces	introduce	VERB
cana-2814	273	11	network	network	NOUN
cana-2814	273	12	slicing	slice	VERB
cana-2814	273	13	on	on	ADP
cana-2814	273	14	6	6	NUM
cana-2814	273	15	g	g	NOUN
cana-2814	273	16	resources	resource	NOUN
cana-2814	273	17	for	for	ADP
cana-2814	273	18	efficient	efficient	ADJ
cana-2814	273	19	utilization	utilization	NOUN
cana-2814	273	20	.	.	PUNCT
cana-2814	274	1	this	this	DET
cana-2814	274	2	approach	approach	NOUN
cana-2814	274	3	slices	slice	VERB
cana-2814	274	4	the	the	DET
cana-2814	274	5	network	network	NOUN
cana-2814	274	6	into	into	ADP
cana-2814	274	7	many	many	ADJ
cana-2814	274	8	virtual	virtual	ADJ
cana-2814	274	9	pieces	piece	NOUN
cana-2814	274	10	,	,	PUNCT
cana-2814	274	11	each	each	PRON
cana-2814	274	12	optimized	optimize	VERB
cana-2814	274	13	for	for	ADP
cana-2814	274	14	a	a	DET
cana-2814	274	15	particular	particular	ADJ
cana-2814	274	16	use	use	NOUN
cana-2814	274	17	case	case	NOUN
cana-2814	274	18	—	—	PUNCT
cana-2814	274	19	like	like	ADP
cana-2814	274	20	high	high	ADJ
cana-2814	274	21	-	-	PUNCT
cana-2814	274	22	priority	priority	NOUN
cana-2814	274	23	emergency	emergency	NOUN
cana-2814	274	24	communication	communication	NOUN
cana-2814	274	25	or	or	CCONJ
cana-2814	274	26	low	low	ADJ
cana-2814	274	27	-	-	PUNCT
cana-2814	274	28	latency	latency	NOUN
cana-2814	274	29	vehicle	vehicle	NOUN
cana-2814	274	30	control	control	NOUN
cana-2814	274	31	.	.	PUNCT
cana-2814	275	1	𝑃𝐷𝑅	𝑃𝐷𝑅	ADV
cana-2814	275	2	=	=	SYM
cana-2814	275	3	𝑃𝑟𝑒𝑐𝑒𝑖𝑣𝑒𝑑	𝑃𝑟𝑒𝑐𝑒𝑖𝑣𝑒𝑑	PROPN
cana-2814	275	4	𝑃𝑠𝑒𝑛𝑡	𝑃𝑠𝑒𝑛𝑡	PROPN
cana-2814	275	5	network	network	NOUN
cana-2814	275	6	slicing	slicing	NOUN
cana-2814	275	7	guarantees	guarantee	VERB
cana-2814	275	8	that	that	SCONJ
cana-2814	275	9	the	the	DET
cana-2814	275	10	product	product	NOUN
cana-2814	275	11	from	from	ADP
cana-2814	275	12	autonomous	autonomous	ADJ
cana-2814	275	13	vehicles	vehicle	NOUN
cana-2814	275	14	will	will	AUX
cana-2814	275	15	not	not	PART
cana-2814	275	16	come	come	VERB
cana-2814	275	17	at	at	ADP
cana-2814	275	18	the	the	DET
cana-2814	275	19	expense	expense	NOUN
cana-2814	275	20	of	of	ADP
cana-2814	275	21	the	the	DET
cana-2814	275	22	performance	performance	NOUN
cana-2814	275	23	in	in	ADP
cana-2814	275	24	other	other	ADJ
cana-2814	275	25	applications	application	NOUN
cana-2814	275	26	.	.	PUNCT
cana-2814	276	1	𝐶	𝐶	PROPN
cana-2814	276	2	=	=	SYM
cana-2814	276	3	𝐵𝑙𝑜𝑔2(1	𝐵𝑙𝑜𝑔2(1	PROPN
cana-2814	276	4	+	+	SYM
cana-2814	276	5	𝑆𝑁𝑅	𝑆𝑁𝑅	ADJ
cana-2814	276	6	)	)	PUNCT
cana-2814	276	7	edge	edge	NOUN
cana-2814	276	8	computing	computing	NOUN
cana-2814	276	9	enables	enable	VERB
cana-2814	276	10	the	the	DET
cana-2814	276	11	convergence	convergence	NOUN
cana-2814	276	12	of	of	ADP
cana-2814	276	13	6	6	NUM
cana-2814	276	14	g	g	NOUN
cana-2814	276	15	networks	network	NOUN
cana-2814	276	16	,	,	PUNCT
cana-2814	276	17	blockchain	blockchain	NOUN
cana-2814	276	18	,	,	PUNCT
cana-2814	276	19	and	and	CCONJ
cana-2814	276	20	ml	ml	ADP
cana-2814	276	21	technologies	technology	NOUN
cana-2814	276	22	.	.	PUNCT
cana-2814	277	1	edge	edge	NOUN
cana-2814	277	2	nodes	node	NOUN
cana-2814	277	3	,	,	PUNCT
cana-2814	277	4	placed	place	VERB
cana-2814	277	5	at	at	ADP
cana-2814	277	6	strategic	strategic	ADJ
cana-2814	277	7	locations	location	NOUN
cana-2814	277	8	,	,	PUNCT
cana-2814	277	9	like	like	ADP
cana-2814	277	10	intersections	intersection	NOUN
cana-2814	277	11	or	or	CCONJ
cana-2814	277	12	highway	highway	NOUN
cana-2814	277	13	exits	exit	NOUN
cana-2814	277	14	,	,	PUNCT
cana-2814	277	15	will	will	AUX
cana-2814	277	16	process	process	VERB
cana-2814	277	17	data	datum	NOUN
cana-2814	277	18	locally	locally	ADV
cana-2814	277	19	to	to	PART
cana-2814	277	20	minimize	minimize	VERB
cana-2814	277	21	latency	latency	NOUN
cana-2814	277	22	.	.	PUNCT
cana-2814	278	1	fine	fine	ADJ
cana-2814	278	2	tune	tune	NOUN
cana-2814	278	3	uses	use	VERB
cana-2814	278	4	the	the	DET
cana-2814	278	5	nodes	node	NOUN
cana-2814	278	6	as	as	ADP
cana-2814	278	7	intermediaries	intermediary	NOUN
cana-2814	278	8	between	between	ADP
cana-2814	278	9	vehicles	vehicle	NOUN
cana-2814	278	10	and	and	CCONJ
cana-2814	278	11	the	the	DET
cana-2814	278	12	blockchain	blockchain	PROPN
cana-2814	278	13	network	network	NOUN
cana-2814	278	14	that	that	PRON
cana-2814	278	15	conduct	conduct	VERB
cana-2814	278	16	real	real	ADJ
cana-2814	278	17	-	-	PUNCT
cana-2814	278	18	time	time	NOUN
cana-2814	278	19	transaction	transaction	NOUN
cana-2814	278	20	verification	verification	NOUN
cana-2814	278	21	and	and	CCONJ
cana-2814	278	22	data	datum	NOUN
cana-2814	278	23	exchange	exchange	NOUN
cana-2814	278	24	.	.	PUNCT
cana-2814	279	1	this	this	DET
cana-2814	279	2	edge	edge	NOUN
cana-2814	279	3	computing	compute	VERB
cana-2814	279	4	architecture	architecture	NOUN
cana-2814	279	5	allows	allow	VERB
cana-2814	279	6	execution	execution	NOUN
cana-2814	279	7	of	of	ADP
cana-2814	279	8	ml	ml	NOUN
cana-2814	279	9	models	model	NOUN
cana-2814	279	10	so	so	SCONJ
cana-2814	279	11	that	that	SCONJ
cana-2814	279	12	vehicles	vehicle	NOUN
cana-2814	279	13	can	can	AUX
cana-2814	279	14	generate	generate	VERB
cana-2814	279	15	timely	timely	ADJ
cana-2814	279	16	insights	insight	NOUN
cana-2814	279	17	for	for	ADP
cana-2814	279	18	actuation	actuation	NOUN
cana-2814	279	19	.	.	PUNCT
cana-2814	280	1	edge	edge	NOUN
cana-2814	280	2	computing	computing	NOUN
cana-2814	280	3	:	:	PUNCT
cana-2814	280	4	processing	processing	NOUN
cana-2814	280	5	data	datum	NOUN
cana-2814	280	6	at	at	ADP
cana-2814	280	7	the	the	DET
cana-2814	280	8	edge	edge	NOUN
cana-2814	280	9	this	this	DET
cana-2814	280	10	proposed	propose	VERB
cana-2814	280	11	role	role	NOUN
cana-2814	280	12	uses	use	VERB
cana-2814	280	13	decentralized	decentralize	VERB
cana-2814	280	14	edge	edge	NOUN
cana-2814	280	15	computing	compute	VERB
cana-2814	280	16	to	to	PART
cana-2814	280	17	prevent	prevent	VERB
cana-2814	280	18	the	the	DET
cana-2814	280	19	issues	issue	NOUN
cana-2814	280	20	related	relate	VERB
cana-2814	280	21	to	to	ADP
cana-2814	280	22	centralized	centralized	ADJ
cana-2814	280	23	etl	etl	NOUN
cana-2814	280	24	processing	processing	NOUN
cana-2814	280	25	.	.	PUNCT
cana-2814	281	1	edge	edge	NOUN
cana-2814	281	2	nodes	node	NOUN
cana-2814	281	3	have	have	VERB
cana-2814	281	4	computing	compute	VERB
cana-2814	281	5	power	power	NOUN
cana-2814	281	6	and	and	CCONJ
cana-2814	281	7	storage	storage	NOUN
cana-2814	281	8	,	,	PUNCT
cana-2814	281	9	which	which	PRON
cana-2814	281	10	enables	enable	VERB
cana-2814	281	11	them	they	PRON
cana-2814	281	12	to	to	PART
cana-2814	281	13	process	process	VERB
cana-2814	281	14	data	datum	NOUN
cana-2814	281	15	near	near	ADP
cana-2814	281	16	the	the	DET
cana-2814	281	17	edge	edge	NOUN
cana-2814	281	18	and	and	CCONJ
cana-2814	281	19	lessens	lessen	VERB
cana-2814	281	20	the	the	DET
cana-2814	281	21	dependence	dependence	NOUN
cana-2814	281	22	on	on	ADP
cana-2814	281	23	the	the	DET
cana-2814	281	24	cloud	cloud	NOUN
cana-2814	281	25	-	-	PUNCT
cana-2814	281	26	based	base	VERB
cana-2814	281	27	server	server	NOUN
cana-2814	281	28	.	.	PUNCT
cana-2814	282	1	this	this	PRON
cana-2814	282	2	allows	allow	VERB
cana-2814	282	3	a	a	DET
cana-2814	282	4	decentralized	decentralize	VERB
cana-2814	282	5	control	control	NOUN
cana-2814	282	6	plan	plan	NOUN
cana-2814	282	7	,	,	PUNCT
cana-2814	282	8	reducing	reduce	VERB
cana-2814	282	9	latency	latency	NOUN
cana-2814	282	10	and	and	CCONJ
cana-2814	282	11	also	also	ADV
cana-2814	282	12	increasing	increase	VERB
cana-2814	282	13	the	the	DET
cana-2814	282	14	robustness	robustness	NOUN
cana-2814	282	15	of	of	ADP
cana-2814	282	16	the	the	DET
cana-2814	282	17	system	system	NOUN
cana-2814	282	18	to	to	ADP
cana-2814	282	19	network	network	NOUN
cana-2814	282	20	failures	failure	NOUN
cana-2814	282	21	.	.	PUNCT
cana-2814	283	1	𝐿𝑀𝐿	𝐿𝑀𝐿	NOUN
cana-2814	283	2	=	=	PUNCT
cana-2814	283	3	𝐿𝑡𝑟𝑎𝑛𝑠𝑚𝑖𝑡	𝐿𝑡𝑟𝑎𝑛𝑠𝑚𝑖𝑡	PROPN
cana-2814	283	4	+	+	CCONJ
cana-2814	284	1	𝐿𝑐𝑜𝑚𝑝𝑢𝑡𝑒	𝐿𝑐𝑜𝑚𝑝𝑢𝑡𝑒	ADJ
cana-2814	284	2	the	the	DET
cana-2814	284	3	edge	edge	NOUN
cana-2814	284	4	computing	compute	VERB
cana-2814	284	5	architecture	architecture	NOUN
cana-2814	284	6	is	be	AUX
cana-2814	284	7	coupled	couple	VERB
cana-2814	284	8	with	with	ADP
cana-2814	284	9	the	the	DET
cana-2814	284	10	blockchain	blockchain	PROPN
cana-2814	284	11	system	system	NOUN
cana-2814	284	12	.	.	PUNCT
cana-2814	285	1	each	each	PRON
cana-2814	285	2	of	of	ADP
cana-2814	285	3	the	the	DET
cana-2814	285	4	edge	edge	NOUN
cana-2814	285	5	nodes	node	NOUN
cana-2814	285	6	is	be	AUX
cana-2814	285	7	a	a	DET
cana-2814	285	8	blockchain	blockchain	PROPN
cana-2814	285	9	node	node	NOUN
cana-2814	285	10	,	,	PUNCT
cana-2814	285	11	which	which	PRON
cana-2814	285	12	runs	run	VERB
cana-2814	285	13	consensus	consensus	NOUN
cana-2814	285	14	mechanisms	mechanism	NOUN
cana-2814	285	15	and	and	CCONJ
cana-2814	285	16	maintains	maintain	VERB
cana-2814	285	17	an	an	DET
cana-2814	285	18	instance	instance	NOUN
cana-2814	285	19	of	of	ADP
cana-2814	285	20	the	the	DET
cana-2814	285	21	ledger	ledger	NOUN
cana-2814	285	22	.	.	PUNCT
cana-2814	286	1	edge	edge	NOUN
cana-2814	286	2	computing	computing	NOUN
cana-2814	286	3	contributes	contribute	VERB
cana-2814	286	4	to	to	ADP
cana-2814	286	5	faster	fast	ADJ
cana-2814	286	6	real	real	ADJ
cana-2814	286	7	-	-	PUNCT
cana-2814	286	8	time	time	NOUN
cana-2814	286	9	processing	processing	NOUN
cana-2814	286	10	,	,	PUNCT
cana-2814	286	11	but	but	CCONJ
cana-2814	286	12	integrating	integrate	VERB
cana-2814	286	13	it	it	PRON
cana-2814	286	14	with	with	ADP
cana-2814	286	15	blockchain	blockchain	PROPN
cana-2814	286	16	ensures	ensure	VERB
cana-2814	286	17	that	that	SCONJ
cana-2814	286	18	any	any	DET
cana-2814	286	19	data	datum	NOUN
cana-2814	286	20	processed	process	VERB
cana-2814	286	21	at	at	ADP
cana-2814	286	22	the	the	DET
cana-2814	286	23	edge	edge	NOUN
cana-2814	286	24	without	without	ADP
cana-2814	286	25	inherent	inherent	ADJ
cana-2814	286	26	security	security	NOUN
cana-2814	286	27	is	be	AUX
cana-2814	286	28	recorded	record	VERB
cana-2814	286	29	on	on	ADP
cana-2814	286	30	an	an	DET
cana-2814	286	31	immutable	immutable	ADJ
cana-2814	286	32	,	,	PUNCT
cana-2814	286	33	trusted	trusted	ADJ
cana-2814	286	34	ledger	ledger	NOUN
cana-2814	286	35	.	.	PUNCT
cana-2814	287	1	𝑆𝑠𝑦𝑠𝑡𝑒𝑚	𝑆𝑠𝑦𝑠𝑡𝑒𝑚	PROPN
cana-2814	287	2	=	=	SYM
cana-2814	287	3	𝑁𝑛𝑜𝑑𝑒𝑠	𝑁𝑛𝑜𝑑𝑒𝑠	PROPN
cana-2814	287	4	1	1	NUM
cana-2814	287	5	+	+	CCONJ
cana-2814	287	6	𝐿𝑐𝑜𝑛𝑠𝑒𝑛𝑠𝑢𝑠	𝐿𝑐𝑜𝑛𝑠𝑒𝑛𝑠𝑢𝑠	ADJ
cana-2814	287	7	edge	edge	NOUN
cana-2814	287	8	nodes	node	NOUN
cana-2814	287	9	also	also	ADV
cana-2814	287	10	process	process	VERB
cana-2814	287	11	smart	smart	ADJ
cana-2814	287	12	contracts	contract	NOUN
cana-2814	287	13	that	that	PRON
cana-2814	287	14	automate	automate	ADJ
cana-2814	287	15	vehicle	vehicle	NOUN
cana-2814	287	16	registration	registration	NOUN
cana-2814	287	17	,	,	PUNCT
cana-2814	287	18	toll	toll	NOUN
cana-2814	287	19	collection	collection	NOUN
cana-2814	287	20	,	,	PUNCT
cana-2814	287	21	and	and	CCONJ
cana-2814	287	22	accident	accident	NOUN
cana-2814	287	23	reporting	reporting	NOUN
cana-2814	287	24	processes	process	NOUN
cana-2814	287	25	.	.	PUNCT
cana-2814	288	1	𝑈𝑒𝑑𝑔𝑒	𝑈𝑒𝑑𝑔𝑒	PROPN
cana-2814	288	2	=	=	PUNCT
cana-2814	289	1	𝑇𝑝𝑟𝑜𝑐𝑒𝑠𝑠	𝑇𝑝𝑟𝑜𝑐𝑒𝑠𝑠	PROPN
cana-2814	289	2	𝑇𝑡𝑜𝑡𝑎𝑙	𝑇𝑡𝑜𝑡𝑎𝑙	PROPN
cana-2814	289	3	the	the	DET
cana-2814	289	4	methodology	methodology	NOUN
cana-2814	289	5	uses	use	VERB
cana-2814	289	6	model	model	NOUN
cana-2814	289	7	compression	compression	NOUN
cana-2814	289	8	techniques	technique	NOUN
cana-2814	289	9	(	(	PUNCT
cana-2814	289	10	quantization	quantization	NOUN
cana-2814	289	11	and	and	CCONJ
cana-2814	289	12	pruning	pruning	NOUN
cana-2814	289	13	)	)	PUNCT
cana-2814	289	14	for	for	ADP
cana-2814	289	15	deploying	deploy	VERB
cana-2814	289	16	the	the	DET
cana-2814	289	17	ml	ml	NOUN
cana-2814	289	18	models	model	NOUN
cana-2814	289	19	at	at	ADP
cana-2814	289	20	edge	edge	NOUN
cana-2814	289	21	.	.	PUNCT
cana-2814	290	1	these	these	DET
cana-2814	290	2	techniques	technique	NOUN
cana-2814	290	3	help	help	VERB
cana-2814	290	4	in	in	ADP
cana-2814	290	5	reducing	reduce	VERB
cana-2814	290	6	the	the	DET
cana-2814	290	7	compute	compute	NOUN
cana-2814	290	8	and	and	CCONJ
cana-2814	290	9	memory	memory	NOUN
cana-2814	290	10	footprint	footprint	NOUN
cana-2814	290	11	of	of	ADP
cana-2814	290	12	ml	ml	NOUN
cana-2814	290	13	communications	communication	NOUN
cana-2814	290	14	on	on	ADP
cana-2814	290	15	applied	apply	VERB
cana-2814	290	16	nonlinear	nonlinear	ADJ
cana-2814	290	17	analysis	analysis	NOUN
cana-2814	290	18	issn	issn	NOUN
cana-2814	290	19	:	:	PUNCT
cana-2814	290	20	1074	1074	NUM
cana-2814	290	21	-	-	PUNCT
cana-2814	290	22	133x	133x	NUM
cana-2814	290	23	vol	vol	NOUN
cana-2814	290	24	32	32	NUM
cana-2814	290	25	no	no	NOUN
cana-2814	290	26	.	.	PUNCT
cana-2814	291	1	4s	4s	NUM
cana-2814	291	2	(	(	PUNCT
cana-2814	291	3	2025	2025	NUM
cana-2814	291	4	)	)	PUNCT
cana-2814	291	5	301	301	NUM
cana-2814	291	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	291	7	models	model	NOUN
cana-2814	291	8	,	,	PUNCT
cana-2814	291	9	enabling	enable	VERB
cana-2814	291	10	their	their	PRON
cana-2814	291	11	deployment	deployment	NOUN
cana-2814	291	12	on	on	ADP
cana-2814	291	13	edge	edge	NOUN
cana-2814	291	14	devices	device	NOUN
cana-2814	291	15	with	with	ADP
cana-2814	291	16	limited	limited	ADJ
cana-2814	291	17	resources	resource	NOUN
cana-2814	291	18	.	.	PUNCT
cana-2814	292	1	federated	federated	ADJ
cana-2814	292	2	learning	learning	NOUN
cana-2814	292	3	is	be	AUX
cana-2814	292	4	used	use	VERB
cana-2814	292	5	to	to	PART
cana-2814	292	6	periodically	periodically	ADV
cana-2814	292	7	update	update	VERB
cana-2814	292	8	the	the	DET
cana-2814	292	9	compressed	compress	VERB
cana-2814	292	10	models	model	NOUN
cana-2814	292	11	.	.	PUNCT
cana-2814	293	1	security	security	NOUN
cana-2814	293	2	and	and	CCONJ
cana-2814	293	3	privacy	privacy	NOUN
cana-2814	293	4	considerations	consideration	NOUN
cana-2814	293	5	the	the	DET
cana-2814	293	6	suggested	suggested	ADJ
cana-2814	293	7	approach	approach	NOUN
cana-2814	293	8	embeds	embed	VERB
cana-2814	293	9	strong	strong	ADJ
cana-2814	293	10	security	security	NOUN
cana-2814	293	11	protocols	protocol	NOUN
cana-2814	293	12	into	into	ADP
cana-2814	293	13	the	the	DET
cana-2814	293	14	v2x	v2x	NOUN
cana-2814	293	15	communication	communication	NOUN
cana-2814	293	16	system	system	NOUN
cana-2814	293	17	to	to	PART
cana-2814	293	18	safeguard	safeguard	VERB
cana-2814	293	19	it	it	PRON
cana-2814	293	20	against	against	ADP
cana-2814	293	21	conceivable	conceivable	ADJ
cana-2814	293	22	attacks	attack	NOUN
cana-2814	293	23	.	.	PUNCT
cana-2814	294	1	blockchain	blockchain	PROPN
cana-2814	294	2	technology	technology	PROPN
cana-2814	294	3	offers	offer	VERB
cana-2814	294	4	a	a	DET
cana-2814	294	5	secure	secure	ADJ
cana-2814	294	6	base	base	NOUN
cana-2814	294	7	layer	layer	NOUN
cana-2814	294	8	by	by	ADP
cana-2814	294	9	offering	offer	VERB
cana-2814	294	10	tamper	tamper	NOUN
cana-2814	294	11	-	-	NOUN
cana-2814	294	12	proof	proof	ADJ
cana-2814	294	13	and	and	CCONJ
cana-2814	294	14	verifiable	verifiable	ADJ
cana-2814	294	15	data	datum	NOUN
cana-2814	294	16	exchanges	exchange	NOUN
cana-2814	294	17	.	.	PUNCT
cana-2814	295	1	the	the	DET
cana-2814	295	2	privacy	privacy	NOUN
cana-2814	295	3	-	-	PUNCT
cana-2814	295	4	preserving	preserve	VERB
cana-2814	295	5	and	and	CCONJ
cana-2814	295	6	sensitive	sensitive	ADJ
cana-2814	295	7	information	information	NOUN
cana-2814	295	8	protecting	protect	VERB
cana-2814	295	9	more	more	ADV
cana-2814	295	10	advanced	advanced	ADJ
cana-2814	295	11	cryptographic	cryptographic	ADJ
cana-2814	295	12	techniques	technique	NOUN
cana-2814	295	13	,	,	PUNCT
cana-2814	295	14	such	such	ADJ
cana-2814	295	15	as	as	ADP
cana-2814	295	16	homomorphic	homomorphic	ADJ
cana-2814	295	17	encryption	encryption	NOUN
cana-2814	295	18	and	and	CCONJ
cana-2814	295	19	zeroknowledge	zeroknowledge	NOUN
cana-2814	295	20	proofs	proof	NOUN
cana-2814	295	21	,	,	PUNCT
cana-2814	295	22	are	be	AUX
cana-2814	295	23	utilized	utilize	VERB
cana-2814	295	24	to	to	PART
cana-2814	295	25	improve	improve	VERB
cana-2814	295	26	privacy	privacy	NOUN
cana-2814	295	27	.	.	PUNCT
cana-2814	296	1	on	on	ADP
cana-2814	296	2	the	the	DET
cana-2814	296	3	other	other	ADJ
cana-2814	296	4	hand	hand	NOUN
cana-2814	296	5	,	,	PUNCT
cana-2814	296	6	these	these	DET
cana-2814	296	7	methods	method	NOUN
cana-2814	296	8	allow	allow	VERB
cana-2814	296	9	vehicles	vehicle	NOUN
cana-2814	296	10	to	to	PART
cana-2814	296	11	build	build	VERB
cana-2814	296	12	the	the	DET
cana-2814	296	13	global	global	ADJ
cana-2814	296	14	knowledge	knowledge	NOUN
cana-2814	296	15	base	base	NOUN
cana-2814	296	16	without	without	ADP
cana-2814	296	17	revealing	reveal	VERB
cana-2814	296	18	sensitive	sensitive	ADJ
cana-2814	296	19	information	information	NOUN
cana-2814	296	20	,	,	PUNCT
cana-2814	296	21	protecting	protect	VERB
cana-2814	296	22	drivers	driver	NOUN
cana-2814	296	23	'	'	PART
cana-2814	296	24	privacy	privacy	NOUN
cana-2814	296	25	.	.	PUNCT
cana-2814	297	1	algorithm	algorithm	PROPN
cana-2814	297	2	3	3	NUM
cana-2814	297	3	:	:	PUNCT
cana-2814	297	4	adaptive	adaptive	ADJ
cana-2814	297	5	route	route	NOUN
cana-2814	297	6	optimization	optimization	NOUN
cana-2814	297	7	using	use	VERB
cana-2814	297	8	reinforcement	reinforcement	NOUN
cana-2814	297	9	learning	learning	NOUN
cana-2814	297	10	input	input	NOUN
cana-2814	297	11	:	:	PUNCT
cana-2814	297	12	states	states	PROPN
cana-2814	297	13	𝑆	𝑆	PROPN
cana-2814	297	14	,	,	PUNCT
cana-2814	297	15	actions	action	NOUN
cana-2814	297	16	𝐴	𝐴	PROPN
cana-2814	297	17	,	,	PUNCT
cana-2814	297	18	rewards	reward	VERB
cana-2814	297	19	𝑅	𝑅	PROPN
cana-2814	297	20	output	output	NOUN
cana-2814	297	21	:	:	PUNCT
cana-2814	297	22	optimal	optimal	ADJ
cana-2814	297	23	policy	policy	NOUN
cana-2814	297	24	𝜋(𝑠	𝜋(𝑠	NOUN
cana-2814	297	25	)	)	PUNCT
cana-2814	297	26	1	1	NUM
cana-2814	297	27	.	.	X
cana-2814	298	1	initialize	initialize	VERB
cana-2814	298	2	:	:	PUNCT
cana-2814	298	3	o	o	NOUN
cana-2814	298	4	define	define	VERB
cana-2814	298	5	q	q	NOUN
cana-2814	298	6	-	-	PUNCT
cana-2814	298	7	values	value	NOUN
cana-2814	298	8	𝑄(𝑠	𝑄(𝑠	NUM
cana-2814	298	9	,	,	PUNCT
cana-2814	298	10	𝑎	𝑎	NOUN
cana-2814	298	11	)	)	PUNCT
cana-2814	298	12	for	for	ADP
cana-2814	298	13	all	all	DET
cana-2814	298	14	state	state	NOUN
cana-2814	298	15	-	-	PUNCT
cana-2814	298	16	action	action	NOUN
cana-2814	298	17	pairs	pair	NOUN
cana-2814	298	18	𝑠	𝑠	PROPN
cana-2814	298	19	,	,	PUNCT
cana-2814	298	20	𝑎.	𝑎.	NOUN
cana-2814	298	21	o	o	NOUN
cana-2814	299	1	set	set	VERB
cana-2814	299	2	learning	learn	VERB
cana-2814	299	3	rate	rate	NOUN
cana-2814	299	4	𝛼	𝛼	NOUN
cana-2814	299	5	,	,	PUNCT
cana-2814	299	6	discount	discount	NOUN
cana-2814	299	7	factor	factor	NOUN
cana-2814	299	8	𝛾	𝛾	NOUN
cana-2814	299	9	,	,	PUNCT
cana-2814	299	10	and	and	CCONJ
cana-2814	299	11	exploration	exploration	NOUN
cana-2814	299	12	rate	rate	NOUN
cana-2814	299	13	𝜖.	𝜖.	NOUN
cana-2814	299	14	2	2	NUM
cana-2814	299	15	.	.	X
cana-2814	300	1	for	for	ADP
cana-2814	300	2	each	each	DET
cana-2814	300	3	episode	episode	NOUN
cana-2814	300	4	:	:	PUNCT
cana-2814	300	5	o	o	PROPN
cana-2814	300	6	observe	observe	VERB
cana-2814	300	7	the	the	DET
cana-2814	300	8	current	current	ADJ
cana-2814	300	9	state	state	NOUN
cana-2814	300	10	𝑠.	𝑠.	NOUN
cana-2814	300	11	o	o	PROPN
cana-2814	300	12	select	select	VERB
cana-2814	300	13	an	an	DET
cana-2814	300	14	action	action	NOUN
cana-2814	300	15	𝑎	𝑎	ADP
cana-2814	300	16	using	use	VERB
cana-2814	300	17	an	an	DET
cana-2814	300	18	𝜖-greedy	𝜖-greedy	NOUN
cana-2814	300	19	policy	policy	NOUN
cana-2814	300	20	.	.	PUNCT
cana-2814	301	1	o	o	X
cana-2814	301	2	execute	execute	VERB
cana-2814	301	3	action	action	NOUN
cana-2814	301	4	𝑎	𝑎	NOUN
cana-2814	301	5	,	,	PUNCT
cana-2814	301	6	observe	observe	VERB
cana-2814	301	7	the	the	DET
cana-2814	301	8	reward	reward	NOUN
cana-2814	301	9	𝑟	𝑟	NOUN
cana-2814	301	10	and	and	CCONJ
cana-2814	301	11	next	next	ADJ
cana-2814	301	12	state	state	NOUN
cana-2814	301	13	𝑠	𝑠	PROPN
cana-2814	301	14	′.	′.	NOUN
cana-2814	301	15	o	o	PROPN
cana-2814	301	16	update	update	NOUN
cana-2814	301	17	q	q	NOUN
cana-2814	301	18	-	-	PUNCT
cana-2814	301	19	values	value	NOUN
cana-2814	301	20	:	:	PUNCT
cana-2814	301	21	𝑄(𝑠	𝑄(𝑠	NUM
cana-2814	301	22	,	,	PUNCT
cana-2814	301	23	𝑎	𝑎	NOUN
cana-2814	301	24	)	)	PUNCT
cana-2814	301	25	=	=	SYM
cana-2814	301	26	𝑄(𝑠	𝑄(𝑠	PROPN
cana-2814	301	27	,	,	PUNCT
cana-2814	301	28	𝑎	𝑎	NOUN
cana-2814	301	29	)	)	PUNCT
cana-2814	301	30	+	+	NUM
cana-2814	302	1	𝛼	𝛼	PRON
cana-2814	302	2	⋅	⋅	PROPN
cana-2814	302	3	[	[	X
cana-2814	302	4	𝑟	𝑟	X
cana-2814	302	5	+	+	CCONJ
cana-2814	302	6	𝛾	𝛾	ADP
cana-2814	302	7	⋅	⋅	PROPN
cana-2814	302	8	𝑚𝑎𝑥𝑎𝑄(𝑠	𝑚𝑎𝑥𝑎𝑄(𝑠	PROPN
cana-2814	302	9	′	′	PROPN
cana-2814	302	10	,	,	PUNCT
cana-2814	302	11	𝑎	𝑎	NOUN
cana-2814	302	12	)	)	PUNCT
cana-2814	302	13	−	−	ADP
cana-2814	302	14	𝑄(𝑠	𝑄(𝑠	NUM
cana-2814	302	15	,	,	PUNCT
cana-2814	302	16	𝑎	𝑎	NOUN
cana-2814	302	17	)	)	PUNCT
cana-2814	302	18	]	]	PUNCT
cana-2814	303	1	o	o	X
cana-2814	303	2	update	update	NOUN
cana-2814	303	3	the	the	DET
cana-2814	303	4	current	current	ADJ
cana-2814	303	5	state	state	NOUN
cana-2814	303	6	𝑠	𝑠	PROPN
cana-2814	303	7	=	=	SYM
cana-2814	303	8	𝑠	𝑠	PROPN
cana-2814	303	9	′.	′.	NOUN
cana-2814	303	10	3	3	NUM
cana-2814	303	11	.	.	PUNCT
cana-2814	303	12	derive	derive	ADJ
cana-2814	303	13	policy	policy	NOUN
cana-2814	303	14	:	:	PUNCT
cana-2814	303	15	after	after	ADP
cana-2814	303	16	all	all	DET
cana-2814	303	17	episodes	episode	NOUN
cana-2814	303	18	,	,	PUNCT
cana-2814	303	19	derive	derive	VERB
cana-2814	303	20	the	the	DET
cana-2814	303	21	optimal	optimal	ADJ
cana-2814	303	22	policy	policy	NOUN
cana-2814	303	23	:	:	PUNCT
cana-2814	303	24	𝜋(𝑠	𝜋(𝑠	NUM
cana-2814	303	25	)	)	PUNCT
cana-2814	303	26	=	=	SYM
cana-2814	303	27	𝑎𝑟𝑔𝑚𝑎𝑥𝑎𝑄(𝑠	𝑎𝑟𝑔𝑚𝑎𝑥𝑎𝑄(𝑠	PROPN
cana-2814	303	28	,	,	PUNCT
cana-2814	303	29	𝑎	𝑎	NOUN
cana-2814	303	30	)	)	PUNCT
cana-2814	303	31	output	output	NOUN
cana-2814	303	32	:	:	PUNCT
cana-2814	303	33	return	return	VERB
cana-2814	303	34	the	the	DET
cana-2814	303	35	optimized	optimize	VERB
cana-2814	303	36	policy	policy	NOUN
cana-2814	303	37	𝜋(𝑠	𝜋(𝑠	NOUN
cana-2814	303	38	)	)	PUNCT
cana-2814	303	39	.	.	PUNCT
cana-2814	304	1	the	the	DET
cana-2814	304	2	method	method	NOUN
cana-2814	304	3	further	far	ADV
cana-2814	304	4	comprises	comprise	VERB
cana-2814	304	5	a	a	DET
cana-2814	304	6	step	step	NOUN
cana-2814	304	7	of	of	ADP
cana-2814	304	8	detecting	detect	VERB
cana-2814	304	9	and	and	CCONJ
cana-2814	304	10	defanging	defang	VERB
cana-2814	304	11	malicious	malicious	ADJ
cana-2814	304	12	activities	activity	NOUN
cana-2814	304	13	in	in	ADP
cana-2814	304	14	network	network	NOUN
cana-2814	304	15	.	.	PUNCT
cana-2814	305	1	mlaided	mlaide	VERB
cana-2814	305	2	intrusion	intrusion	NOUN
cana-2814	305	3	detection	detection	NOUN
cana-2814	305	4	systems	system	NOUN
cana-2814	305	5	(	(	PUNCT
cana-2814	305	6	ids	id	NOUN
cana-2814	305	7	)	)	PUNCT
cana-2814	305	8	are	be	AUX
cana-2814	305	9	implemented	implement	VERB
cana-2814	305	10	at	at	ADP
cana-2814	305	11	edge	edge	NOUN
cana-2814	305	12	nodes	node	NOUN
cana-2814	305	13	to	to	PART
cana-2814	305	14	monitor	monitor	VERB
cana-2814	305	15	for	for	ADP
cana-2814	305	16	suspicious	suspicious	ADJ
cana-2814	305	17	activities	activity	NOUN
cana-2814	305	18	(	(	PUNCT
cana-2814	305	19	eg	eg	NOUN
cana-2814	305	20	unauthorized	unauthorized	ADJ
cana-2814	305	21	access	access	NOUN
cana-2814	305	22	,	,	PUNCT
cana-2814	305	23	abnormal	abnormal	ADJ
cana-2814	305	24	communication	communication	NOUN
cana-2814	305	25	patterns	pattern	NOUN
cana-2814	305	26	)	)	PUNCT
cana-2814	305	27	.	.	PUNCT
cana-2814	306	1	anomaly	anomaly	PROPN
cana-2814	306	2	detection	detection	NOUN
cana-2814	306	3	models	model	NOUN
cana-2814	306	4	are	be	AUX
cana-2814	306	5	used	use	VERB
cana-2814	306	6	by	by	ADP
cana-2814	306	7	the	the	DET
cana-2814	306	8	systems	system	NOUN
cana-2814	306	9	to	to	PART
cana-2814	306	10	mark	mark	VERB
cana-2814	306	11	threats	threat	NOUN
cana-2814	306	12	and	and	CCONJ
cana-2814	306	13	take	take	VERB
cana-2814	306	14	counteractions	counteraction	NOUN
cana-2814	306	15	.	.	PUNCT
cana-2814	307	1	experimental	experimental	ADJ
cana-2814	307	2	verification	verification	NOUN
cana-2814	307	3	and	and	CCONJ
cana-2814	307	4	comparative	comparative	ADJ
cana-2814	307	5	results	result	NOUN
cana-2814	307	6	in	in	ADP
cana-2814	307	7	order	order	NOUN
cana-2814	307	8	to	to	PART
cana-2814	307	9	verify	verify	VERB
cana-2814	307	10	the	the	DET
cana-2814	307	11	proposed	propose	VERB
cana-2814	307	12	methodology	methodology	NOUN
cana-2814	307	13	,	,	PUNCT
cana-2814	307	14	a	a	DET
cana-2814	307	15	simulated	simulate	VERB
cana-2814	307	16	6g	6g	NOUN
cana-2814	307	17	-	-	PUNCT
cana-2814	307	18	v2x	v2x	NOUN
cana-2814	307	19	testbed	testbe	VERB
cana-2814	307	20	is	be	AUX
cana-2814	307	21	developed	develop	VERB
cana-2814	307	22	.	.	PUNCT
cana-2814	308	1	this	this	PRON
cana-2814	308	2	testbed	testbe	VERB
cana-2814	308	3	emulates	emulate	VERB
cana-2814	308	4	realistic	realistic	ADJ
cana-2814	308	5	traffic	traffic	NOUN
cana-2814	308	6	scenarios	scenario	NOUN
cana-2814	308	7	and	and	CCONJ
cana-2814	308	8	assesses	assess	VERB
cana-2814	308	9	the	the	DET
cana-2814	308	10	integrated	integrate	VERB
cana-2814	308	11	blockchain	blockchain	NOUN
cana-2814	308	12	,	,	PUNCT
cana-2814	308	13	ml	ml	ADP
cana-2814	308	14	,	,	PUNCT
cana-2814	308	15	and	and	CCONJ
cana-2814	308	16	6	6	NUM
cana-2814	308	17	g	g	NOUN
cana-2814	308	18	framework	framework	NOUN
cana-2814	308	19	performance	performance	NOUN
cana-2814	308	20	.	.	PUNCT
cana-2814	309	1	the	the	DET
cana-2814	309	2	system	system	NOUN
cana-2814	309	3	's	's	PART
cana-2814	309	4	abilities	ability	NOUN
cana-2814	309	5	are	be	AUX
cana-2814	309	6	judged	judge	VERB
cana-2814	309	7	on	on	ADP
cana-2814	309	8	key	key	ADJ
cana-2814	309	9	performance	performance	NOUN
cana-2814	309	10	indicators	indicator	NOUN
cana-2814	309	11	,	,	PUNCT
cana-2814	309	12	including	include	VERB
cana-2814	309	13	transaction	transaction	NOUN
cana-2814	309	14	throughput	throughput	NOUN
cana-2814	309	15	,	,	PUNCT
cana-2814	309	16	latency	latency	NOUN
cana-2814	309	17	,	,	PUNCT
cana-2814	309	18	packet	packet	NOUN
cana-2814	309	19	delivery	delivery	NOUN
cana-2814	309	20	ratio	ratio	NOUN
cana-2814	309	21	and	and	CCONJ
cana-2814	309	22	accuracy	accuracy	NOUN
cana-2814	309	23	of	of	ADP
cana-2814	309	24	decision	decision	NOUN
cana-2814	309	25	making	making	NOUN
cana-2814	309	26	,	,	PUNCT
cana-2814	309	27	to	to	PART
cana-2814	309	28	name	name	VERB
cana-2814	309	29	a	a	DET
cana-2814	309	30	few	few	ADJ
cana-2814	309	31	.	.	PUNCT
cana-2814	310	1	the	the	DET
cana-2814	310	2	experimental	experimental	ADJ
cana-2814	310	3	results	result	NOUN
cana-2814	310	4	show	show	VERB
cana-2814	310	5	significant	significant	ADJ
cana-2814	310	6	improvements	improvement	NOUN
cana-2814	310	7	in	in	ADP
cana-2814	310	8	network	network	NOUN
cana-2814	310	9	performance	performance	NOUN
cana-2814	310	10	,	,	PUNCT
cana-2814	310	11	security	security	NOUN
cana-2814	310	12	,	,	PUNCT
cana-2814	310	13	and	and	CCONJ
cana-2814	310	14	decision	decision	NOUN
cana-2814	310	15	-	-	PUNCT
cana-2814	310	16	making	make	VERB
cana-2814	310	17	accuracy	accuracy	NOUN
cana-2814	310	18	compared	compare	VERB
cana-2814	310	19	to	to	ADP
cana-2814	310	20	baseline	baseline	VERB
cana-2814	310	21	frameworks	framework	NOUN
cana-2814	310	22	.	.	PUNCT
cana-2814	311	1	moreover	moreover	ADV
cana-2814	311	2	,	,	PUNCT
cana-2814	311	3	the	the	DET
cana-2814	311	4	combination	combination	NOUN
cana-2814	311	5	of	of	ADP
cana-2814	311	6	blockchain	blockchain	PROPN
cana-2814	311	7	technology	technology	PROPN
cana-2814	311	8	ensures	ensure	VERB
cana-2814	311	9	secure	secure	ADJ
cana-2814	311	10	and	and	CCONJ
cana-2814	311	11	transparent	transparent	ADJ
cana-2814	311	12	data	datum	NOUN
cana-2814	311	13	exchange	exchange	NOUN
cana-2814	311	14	,	,	PUNCT
cana-2814	311	15	and	and	CCONJ
cana-2814	311	16	the	the	DET
cana-2814	311	17	use	use	NOUN
cana-2814	311	18	of	of	ADP
cana-2814	311	19	ml	ml	ADP
cana-2814	311	20	algorithms	algorithms	NOUN
cana-2814	311	21	enhances	enhance	VERB
cana-2814	311	22	the	the	DET
cana-2814	311	23	predictive	predictive	ADJ
cana-2814	311	24	capability	capability	NOUN
cana-2814	311	25	of	of	ADP
cana-2814	311	26	the	the	DET
cana-2814	311	27	system	system	NOUN
cana-2814	311	28	.	.	PUNCT
cana-2814	312	1	the	the	DET
cana-2814	312	2	fusion	fusion	NOUN
cana-2814	312	3	of	of	ADP
cana-2814	312	4	6	6	NUM
cana-2814	312	5	g	g	NOUN
cana-2814	312	6	networks	network	NOUN
cana-2814	312	7	and	and	CCONJ
cana-2814	312	8	edge	edge	NOUN
cana-2814	312	9	computing	computing	NOUN
cana-2814	312	10	reduces	reduce	VERB
cana-2814	312	11	latency	latency	NOUN
cana-2814	312	12	and	and	CCONJ
cana-2814	312	13	facilitates	facilitate	VERB
cana-2814	312	14	real	real	ADJ
cana-2814	312	15	-	-	PUNCT
cana-2814	312	16	time	time	NOUN
cana-2814	312	17	communication	communication	NOUN
cana-2814	312	18	,	,	PUNCT
cana-2814	312	19	confirming	confirm	VERB
cana-2814	312	20	the	the	DET
cana-2814	312	21	suitability	suitability	NOUN
cana-2814	312	22	of	of	ADP
cana-2814	312	23	the	the	DET
cana-2814	312	24	framework	framework	NOUN
cana-2814	312	25	for	for	ADP
cana-2814	312	26	the	the	DET
cana-2814	312	27	deployment	deployment	NOUN
cana-2814	312	28	of	of	ADP
cana-2814	312	29	autonomous	autonomous	ADJ
cana-2814	312	30	vehicle	vehicle	NOUN
cana-2814	312	31	networks	network	NOUN
cana-2814	312	32	.	.	PUNCT
cana-2814	313	1	communications	communication	NOUN
cana-2814	313	2	on	on	ADP
cana-2814	313	3	applied	apply	VERB
cana-2814	313	4	nonlinear	nonlinear	ADJ
cana-2814	313	5	analysis	analysis	NOUN
cana-2814	313	6	issn	issn	NOUN
cana-2814	313	7	:	:	PUNCT
cana-2814	313	8	1074	1074	NUM
cana-2814	313	9	-	-	PUNCT
cana-2814	313	10	133x	133x	NUM
cana-2814	313	11	vol	vol	NOUN
cana-2814	313	12	32	32	NUM
cana-2814	313	13	no	no	NOUN
cana-2814	313	14	.	.	PUNCT
cana-2814	314	1	4s	4s	NUM
cana-2814	314	2	(	(	PUNCT
cana-2814	314	3	2025	2025	NUM
cana-2814	314	4	)	)	PUNCT
cana-2814	314	5	302	302	NUM
cana-2814	314	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	315	1	the	the	DET
cana-2814	315	2	proposed	propose	VERB
cana-2814	315	3	methodology	methodology	NOUN
cana-2814	315	4	could	could	AUX
cana-2814	315	5	be	be	AUX
cana-2814	315	6	a	a	DET
cana-2814	315	7	solution	solution	NOUN
cana-2814	315	8	for	for	ADP
cana-2814	315	9	problems	problem	NOUN
cana-2814	315	10	of	of	ADP
cana-2814	315	11	v2x	v2x	VERB
cana-2814	315	12	communication	communication	NOUN
cana-2814	315	13	in	in	ADP
cana-2814	315	14	future	future	ADJ
cana-2814	315	15	autonomous	autonomous	ADJ
cana-2814	315	16	vehicles	vehicle	NOUN
cana-2814	315	17	.	.	PUNCT
cana-2814	316	1	the	the	DET
cana-2814	316	2	methodology	methodology	NOUN
cana-2814	316	3	sets	set	VERB
cana-2814	316	4	forth	forth	ADP
cana-2814	316	5	future	future	ADJ
cana-2814	316	6	transportation	transportation	NOUN
cana-2814	316	7	systems	system	NOUN
cana-2814	316	8	based	base	VERB
cana-2814	316	9	on	on	ADP
cana-2814	316	10	blockchain	blockchain	PROPN
cana-2814	316	11	,	,	PUNCT
cana-2814	316	12	ml	ml	ADP
cana-2814	316	13	,	,	PUNCT
cana-2814	316	14	and	and	CCONJ
cana-2814	316	15	6	6	NUM
cana-2814	316	16	g	g	NOUN
cana-2814	316	17	technology	technology	NOUN
cana-2814	316	18	integration	integration	NOUN
cana-2814	316	19	.	.	PUNCT
cana-2814	317	1	by	by	ADP
cana-2814	317	2	integrating	integrate	VERB
cana-2814	317	3	decentralized	decentralize	VERB
cana-2814	317	4	edge	edge	NOUN
cana-2814	317	5	computing	computing	NOUN
cana-2814	317	6	,	,	PUNCT
cana-2814	317	7	advanced	advanced	ADJ
cana-2814	317	8	cryptographic	cryptographic	ADJ
cana-2814	317	9	techniques	technique	NOUN
cana-2814	317	10	(	(	PUNCT
cana-2814	317	11	e.g.	e.g.	ADV
cana-2814	317	12	,	,	PUNCT
cana-2814	317	13	homomorphic	homomorphic	ADJ
cana-2814	317	14	encryption	encryption	NOUN
cana-2814	317	15	)	)	PUNCT
cana-2814	317	16	,	,	PUNCT
cana-2814	317	17	and	and	CCONJ
cana-2814	317	18	federated	federated	ADJ
cana-2814	317	19	learning	learning	NOUN
cana-2814	317	20	,	,	PUNCT
cana-2814	317	21	the	the	DET
cana-2814	317	22	system	system	NOUN
cana-2814	317	23	provides	provide	VERB
cana-2814	317	24	a	a	DET
cana-2814	317	25	unique	unique	ADJ
cana-2814	317	26	solution	solution	NOUN
cana-2814	317	27	for	for	ADP
cana-2814	317	28	enabling	enable	VERB
cana-2814	317	29	intelligent	intelligent	ADJ
cana-2814	317	30	,	,	PUNCT
cana-2814	317	31	secure	secure	ADJ
cana-2814	317	32	,	,	PUNCT
cana-2814	317	33	and	and	CCONJ
cana-2814	317	34	sustainable	sustainable	ADJ
cana-2814	317	35	autonomous	autonomous	ADJ
cana-2814	317	36	vehicle	vehicle	NOUN
cana-2814	317	37	networks	network	NOUN
cana-2814	317	38	.	.	PUNCT
cana-2814	318	1	4	4	X
cana-2814	318	2	.	.	X
cana-2814	318	3	results	result	VERB
cana-2814	318	4	this	this	DET
cana-2814	318	5	section	section	NOUN
cana-2814	318	6	shows	show	VERB
cana-2814	318	7	that	that	SCONJ
cana-2814	318	8	the	the	DET
cana-2814	318	9	method	method	NOUN
cana-2814	318	10	can	can	AUX
cana-2814	318	11	provide	provide	VERB
cana-2814	318	12	secure	secure	ADJ
cana-2814	318	13	,	,	PUNCT
cana-2814	318	14	scalable	scalable	ADJ
cana-2814	318	15	,	,	PUNCT
cana-2814	318	16	and	and	CCONJ
cana-2814	318	17	efficient	efficient	ADJ
cana-2814	318	18	communication	communication	NOUN
cana-2814	318	19	for	for	ADP
cana-2814	318	20	automated	automate	VERB
cana-2814	318	21	vehicle	vehicle	NOUN
cana-2814	318	22	network	network	NOUN
cana-2814	318	23	.	.	PUNCT
cana-2814	319	1	blockchain	blockchain	PROPN
cana-2814	319	2	performance	performance	VERB
cana-2814	319	3	the	the	DET
cana-2814	319	4	transaction	transaction	NOUN
cana-2814	319	5	rate	rate	NOUN
cana-2814	319	6	is	be	AUX
cana-2814	319	7	quite	quite	ADV
cana-2814	319	8	good	good	ADJ
cana-2814	319	9	for	for	ADP
cana-2814	319	10	the	the	DET
cana-2814	319	11	blockchain	blockchain	PROPN
cana-2814	319	12	-	-	PUNCT
cana-2814	319	13	based	base	VERB
cana-2814	319	14	framework	framework	NOUN
cana-2814	319	15	and	and	CCONJ
cana-2814	319	16	is	be	AUX
cana-2814	319	17	found	find	VERB
cana-2814	319	18	to	to	PART
cana-2814	319	19	be	be	AUX
cana-2814	319	20	10,000	10,000	NUM
cana-2814	319	21	transactions	transaction	NOUN
cana-2814	319	22	/	/	SYM
cana-2814	319	23	second	second	ADJ
cana-2814	319	24	(	(	PUNCT
cana-2814	319	25	as	as	SCONJ
cana-2814	319	26	shown	show	VERB
cana-2814	319	27	in	in	ADP
cana-2814	319	28	table	table	NOUN
cana-2814	319	29	2	2	NUM
cana-2814	319	30	)	)	PUNCT
cana-2814	319	31	.	.	PUNCT
cana-2814	320	1	a	a	DET
cana-2814	320	2	consensus	consensus	NOUN
cana-2814	320	3	latency	latency	NOUN
cana-2814	320	4	of	of	ADP
cana-2814	320	5	200	200	NUM
cana-2814	320	6	ms	ms	NOUN
cana-2814	320	7	demonstrates	demonstrate	VERB
cana-2814	320	8	how	how	SCONJ
cana-2814	320	9	quickly	quickly	ADV
cana-2814	320	10	transactions	transaction	NOUN
cana-2814	320	11	can	can	AUX
cana-2814	320	12	be	be	AUX
cana-2814	320	13	validated	validate	VERB
cana-2814	320	14	and	and	CCONJ
cana-2814	320	15	appended	append	VERB
cana-2814	320	16	by	by	ADP
cana-2814	320	17	the	the	DET
cana-2814	320	18	system	system	NOUN
cana-2814	320	19	.	.	PUNCT
cana-2814	321	1	table	table	NOUN
cana-2814	321	2	2	2	NUM
cana-2814	321	3	:	:	PUNCT
cana-2814	321	4	blockchain	blockchain	NOUN
cana-2814	321	5	performance	performance	NOUN
cana-2814	321	6	metrics	metric	NOUN
cana-2814	321	7	metric	metric	ADJ
cana-2814	321	8	value	value	NOUN
cana-2814	321	9	transaction	transaction	NOUN
cana-2814	321	10	throughput	throughput	VERB
cana-2814	321	11	10,000	10,000	NUM
cana-2814	321	12	transactions	transaction	NOUN
cana-2814	321	13	/	/	SYM
cana-2814	321	14	sec	sec	PROPN
cana-2814	321	15	consensus	consensus	NOUN
cana-2814	321	16	latency	latency	NOUN
cana-2814	321	17	200	200	NUM
cana-2814	321	18	ms	ms	PROPN
cana-2814	321	19	energy	energy	NOUN
cana-2814	321	20	consumption	consumption	NOUN
cana-2814	321	21	2	2	NUM
cana-2814	321	22	j	j	PROPN
cana-2814	321	23	/	/	SYM
cana-2814	321	24	transaction	transaction	NOUN
cana-2814	321	25	moreover	moreover	ADV
cana-2814	321	26	,	,	PUNCT
cana-2814	321	27	the	the	DET
cana-2814	321	28	energy	energy	NOUN
cana-2814	321	29	usage	usage	NOUN
cana-2814	321	30	per	per	ADP
cana-2814	321	31	transaction	transaction	NOUN
cana-2814	321	32	is	be	AUX
cana-2814	321	33	recorded	record	VERB
cana-2814	321	34	at	at	ADP
cana-2814	321	35	an	an	DET
cana-2814	321	36	impressively	impressively	ADV
cana-2814	321	37	low	low	ADJ
cana-2814	321	38	2	2	NUM
cana-2814	321	39	joules	joule	NOUN
cana-2814	321	40	,	,	PUNCT
cana-2814	321	41	implying	imply	VERB
cana-2814	321	42	the	the	DET
cana-2814	321	43	efficiency	efficiency	NOUN
cana-2814	321	44	of	of	ADP
cana-2814	321	45	the	the	DET
cana-2814	321	46	framework	framework	NOUN
cana-2814	321	47	in	in	ADP
cana-2814	321	48	dealing	deal	VERB
cana-2814	321	49	with	with	ADP
cana-2814	321	50	the	the	DET
cana-2814	321	51	system	system	NOUN
cana-2814	321	52	of	of	ADP
cana-2814	321	53	computational	computational	ADJ
cana-2814	321	54	requirements	requirement	NOUN
cana-2814	321	55	for	for	ADP
cana-2814	321	56	secure	secure	ADJ
cana-2814	321	57	data	datum	NOUN
cana-2814	321	58	exchange	exchange	NOUN
cana-2814	321	59	.	.	PUNCT
cana-2814	322	1	such	such	ADJ
cana-2814	322	2	performance	performance	NOUN
cana-2814	322	3	confirms	confirm	VERB
cana-2814	322	4	the	the	DET
cana-2814	322	5	applicability	applicability	NOUN
cana-2814	322	6	of	of	ADP
cana-2814	322	7	lightweight	lightweight	ADJ
cana-2814	322	8	consensus	consensus	NOUN
cana-2814	322	9	mechanisms	mechanism	NOUN
cana-2814	322	10	such	such	ADJ
cana-2814	322	11	as	as	ADP
cana-2814	322	12	the	the	DET
cana-2814	322	13	pos	pos	NOUN
cana-2814	322	14	-	-	PUNCT
cana-2814	322	15	pbft	pbft	ADJ
cana-2814	322	16	hybrid	hybrid	ADJ
cana-2814	322	17	mechanism	mechanism	NOUN
cana-2814	322	18	used	use	VERB
cana-2814	322	19	in	in	ADP
cana-2814	322	20	the	the	DET
cana-2814	322	21	framework	framework	NOUN
cana-2814	322	22	.	.	PUNCT
cana-2814	323	1	figure	figure	VERB
cana-2814	323	2	3	3	NUM
cana-2814	323	3	:	:	PUNCT
cana-2814	323	4	blockchain	blockchain	PROPN
cana-2814	323	5	transaction	transaction	PROPN
cana-2814	323	6	throughput	throughput	PROPN
cana-2814	323	7	and	and	CCONJ
cana-2814	323	8	latency	latency	NOUN
cana-2814	323	9	trends	trend	NOUN
cana-2814	323	10	performance	performance	NOUN
cana-2814	323	11	evaluation	evaluation	NOUN
cana-2814	323	12	of	of	ADP
cana-2814	323	13	machine	machine	NOUN
cana-2814	323	14	learning	learning	NOUN
cana-2814	323	15	models	model	VERB
cana-2814	323	16	its	its	PRON
cana-2814	323	17	machine	machine	NOUN
cana-2814	323	18	learning	learning	NOUN
cana-2814	323	19	models	model	NOUN
cana-2814	323	20	built	build	VERB
cana-2814	323	21	into	into	ADP
cana-2814	323	22	the	the	DET
cana-2814	323	23	system	system	NOUN
cana-2814	323	24	are	be	AUX
cana-2814	323	25	very	very	ADV
cana-2814	323	26	accurate	accurate	ADJ
cana-2814	323	27	for	for	ADP
cana-2814	323	28	key	key	ADJ
cana-2814	323	29	applications	application	NOUN
cana-2814	323	30	.	.	PUNCT
cana-2814	324	1	models	model	NOUN
cana-2814	324	2	that	that	PRON
cana-2814	324	3	are	be	AUX
cana-2814	324	4	95	95	NUM
cana-2814	324	5	%	%	NOUN
cana-2814	324	6	accurate	accurate	ADJ
cana-2814	324	7	in	in	ADP
cana-2814	324	8	traffic	traffic	NOUN
cana-2814	324	9	prediction	prediction	NOUN
cana-2814	324	10	lead	lead	VERB
cana-2814	324	11	to	to	ADP
cana-2814	324	12	robust	robust	ADJ
cana-2814	324	13	route	route	NOUN
cana-2814	324	14	optimization	optimization	NOUN
cana-2814	324	15	and	and	CCONJ
cana-2814	324	16	management	management	NOUN
cana-2814	324	17	of	of	ADP
cana-2814	324	18	congestion	congestion	NOUN
cana-2814	324	19	.	.	PUNCT
cana-2814	325	1	besides	besides	SCONJ
cana-2814	325	2	,	,	PUNCT
cana-2814	325	3	collision	collision	NOUN
cana-2814	325	4	avoidance	avoidance	NOUN
cana-2814	325	5	models	model	NOUN
cana-2814	325	6	achieve	achieve	VERB
cana-2814	325	7	a	a	DET
cana-2814	325	8	97	97	NUM
cana-2814	325	9	%	%	NOUN
cana-2814	325	10	accuracy	accuracy	NOUN
cana-2814	325	11	rate	rate	NOUN
cana-2814	325	12	,	,	PUNCT
cana-2814	325	13	exceeding	exceed	VERB
cana-2814	325	14	predictions	prediction	NOUN
cana-2814	325	15	and	and	CCONJ
cana-2814	325	16	proving	prove	VERB
cana-2814	325	17	its	its	PRON
cana-2814	325	18	potential	potential	NOUN
cana-2814	325	19	to	to	PART
cana-2814	325	20	enhance	enhance	VERB
cana-2814	325	21	safety	safety	NOUN
cana-2814	325	22	in	in	ADP
cana-2814	325	23	real	real	ADJ
cana-2814	325	24	time	time	NOUN
cana-2814	325	25	.	.	PUNCT
cana-2814	326	1	table	table	NOUN
cana-2814	326	2	3	3	NUM
cana-2814	326	3	:	:	PUNCT
cana-2814	326	4	machine	machine	NOUN
cana-2814	326	5	learning	learning	NOUN
cana-2814	326	6	model	model	NOUN
cana-2814	326	7	accuracy	accuracy	NOUN
cana-2814	326	8	model	model	NOUN
cana-2814	326	9	type	type	NOUN
cana-2814	326	10	accuracy	accuracy	NOUN
cana-2814	326	11	(	(	PUNCT
cana-2814	326	12	%	%	INTJ
cana-2814	326	13	)	)	PUNCT
cana-2814	326	14	precision	precision	NOUN
cana-2814	326	15	(	(	PUNCT
cana-2814	326	16	%	%	INTJ
cana-2814	326	17	)	)	PUNCT
cana-2814	326	18	recall	recall	NOUN
cana-2814	326	19	(	(	PUNCT
cana-2814	326	20	%	%	NOUN
cana-2814	326	21	)	)	PUNCT
cana-2814	326	22	traffic	traffic	NOUN
cana-2814	326	23	prediction	prediction	NOUN
cana-2814	326	24	95	95	NUM
cana-2814	326	25	92	92	NUM
cana-2814	326	26	94	94	NUM
cana-2814	326	27	collision	collision	NOUN
cana-2814	326	28	avoidance	avoidance	NOUN
cana-2814	326	29	97	97	NUM
cana-2814	326	30	95	95	NUM
cana-2814	326	31	96	96	NUM
cana-2814	326	32	dynamic	dynamic	ADJ
cana-2814	326	33	traffic	traffic	NOUN
cana-2814	326	34	control	control	NOUN
cana-2814	326	35	93	93	NUM
cana-2814	326	36	91	91	NUM
cana-2814	326	37	92	92	NUM
cana-2814	326	38	communications	communication	NOUN
cana-2814	326	39	on	on	ADP
cana-2814	326	40	applied	apply	VERB
cana-2814	326	41	nonlinear	nonlinear	ADJ
cana-2814	326	42	analysis	analysis	NOUN
cana-2814	326	43	issn	issn	NOUN
cana-2814	326	44	:	:	PUNCT
cana-2814	326	45	1074	1074	NUM
cana-2814	326	46	-	-	PUNCT
cana-2814	326	47	133x	133x	NUM
cana-2814	326	48	vol	vol	NOUN
cana-2814	326	49	32	32	NUM
cana-2814	326	50	no	no	NOUN
cana-2814	326	51	.	.	PUNCT
cana-2814	327	1	4s	4s	NUM
cana-2814	327	2	(	(	PUNCT
cana-2814	327	3	2025	2025	NUM
cana-2814	327	4	)	)	PUNCT
cana-2814	327	5	303	303	NUM
cana-2814	327	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	327	7	this	this	PRON
cana-2814	327	8	enables	enable	VERB
cana-2814	327	9	dynamic	dynamic	ADJ
cana-2814	327	10	traffic	traffic	NOUN
cana-2814	327	11	control	control	NOUN
cana-2814	327	12	models	model	NOUN
cana-2814	327	13	to	to	PART
cana-2814	327	14	be	be	AUX
cana-2814	327	15	accurate	accurate	ADJ
cana-2814	327	16	competitively	competitively	ADV
cana-2814	327	17	up	up	ADV
cana-2814	327	18	to	to	ADP
cana-2814	327	19	93	93	NUM
cana-2814	327	20	%	%	NOUN
cana-2814	327	21	which	which	PRON
cana-2814	327	22	adds	add	VERB
cana-2814	327	23	further	further	ADJ
cana-2814	327	24	value	value	NOUN
cana-2814	327	25	to	to	ADP
cana-2814	327	26	intelligent	intelligent	ADJ
cana-2814	327	27	transportation	transportation	NOUN
cana-2814	327	28	systems	system	NOUN
cana-2814	327	29	.	.	PUNCT
cana-2814	328	1	these	these	DET
cana-2814	328	2	findings	finding	NOUN
cana-2814	328	3	highlight	highlight	VERB
cana-2814	328	4	the	the	DET
cana-2814	328	5	significance	significance	NOUN
cana-2814	328	6	of	of	ADP
cana-2814	328	7	utilizing	utilize	VERB
cana-2814	328	8	cutting	cutting	NOUN
cana-2814	328	9	-	-	PUNCT
cana-2814	328	10	edge	edge	NOUN
cana-2814	328	11	ml	ml	NOUN
cana-2814	328	12	algorithms	algorithm	NOUN
cana-2814	328	13	for	for	ADP
cana-2814	328	14	enhancing	enhance	VERB
cana-2814	328	15	key	key	ADJ
cana-2814	328	16	vehicular	vehicular	ADJ
cana-2814	328	17	communication	communication	NOUN
cana-2814	328	18	operations	operation	NOUN
cana-2814	328	19	.	.	PUNCT
cana-2814	329	1	figure	figure	VERB
cana-2814	329	2	4	4	NUM
cana-2814	329	3	:	:	PUNCT
cana-2814	329	4	comparison	comparison	NOUN
cana-2814	329	5	of	of	ADP
cana-2814	329	6	machine	machine	NOUN
cana-2814	329	7	learning	learn	VERB
cana-2814	329	8	model	model	NOUN
cana-2814	329	9	accuracies	accuracy	NOUN
cana-2814	329	10	performance	performance	NOUN
cana-2814	329	11	of	of	ADP
cana-2814	329	12	6	6	NUM
cana-2814	329	13	g	g	NOUN
cana-2814	329	14	network	network	NOUN
cana-2814	329	15	the	the	DET
cana-2814	329	16	tabular	tabular	PROPN
cana-2814	329	17	representation	representation	NOUN
cana-2814	329	18	of	of	ADP
cana-2814	329	19	6	6	NUM
cana-2814	329	20	g	g	NOUN
cana-2814	329	21	networks	network	NOUN
cana-2814	329	22	capabilities	capability	NOUN
cana-2814	329	23	presented	present	VERB
cana-2814	329	24	in	in	ADP
cana-2814	329	25	table	table	NOUN
cana-2814	329	26	4	4	NUM
cana-2814	329	27	demonstrates	demonstrate	VERB
cana-2814	329	28	that	that	PRON
cana-2814	329	29	ultralow	ultralow	ADJ
cana-2814	329	30	latency	latency	NOUN
cana-2814	329	31	high	high	ADJ
cana-2814	329	32	-	-	PUNCT
cana-2814	329	33	speed	speed	NOUN
cana-2814	329	34	communication	communication	NOUN
cana-2814	329	35	is	be	AUX
cana-2814	329	36	dependent	dependent	ADJ
cana-2814	329	37	on	on	ADP
cana-2814	329	38	these	these	DET
cana-2814	329	39	capabilities	capability	NOUN
cana-2814	329	40	of	of	ADP
cana-2814	329	41	the	the	DET
cana-2814	329	42	new	new	ADJ
cana-2814	329	43	-	-	PUNCT
cana-2814	329	44	generation	generation	NOUN
cana-2814	329	45	communication	communication	NOUN
cana-2814	329	46	network	network	NOUN
cana-2814	329	47	.	.	PUNCT
cana-2814	330	1	as	as	SCONJ
cana-2814	330	2	highlighted	highlight	VERB
cana-2814	330	3	,	,	PUNCT
cana-2814	330	4	the	the	DET
cana-2814	330	5	latency	latency	NOUN
cana-2814	330	6	of	of	ADP
cana-2814	330	7	under	under	ADP
cana-2814	330	8	1	1	NUM
cana-2814	330	9	ms	ms	NOUN
cana-2814	330	10	observed	observe	VERB
cana-2814	330	11	indicates	indicate	VERB
cana-2814	330	12	the	the	DET
cana-2814	330	13	capability	capability	NOUN
cana-2814	330	14	of	of	ADP
cana-2814	330	15	the	the	DET
cana-2814	330	16	network	network	NOUN
cana-2814	330	17	to	to	PART
cana-2814	330	18	keep	keep	VERB
cana-2814	330	19	pace	pace	NOUN
cana-2814	330	20	with	with	ADP
cana-2814	330	21	real	real	ADJ
cana-2814	330	22	-	-	PUNCT
cana-2814	330	23	time	time	NOUN
cana-2814	330	24	data	datum	NOUN
cana-2814	330	25	transmission	transmission	NOUN
cana-2814	330	26	,	,	PUNCT
cana-2814	330	27	which	which	PRON
cana-2814	330	28	is	be	AUX
cana-2814	330	29	paramount	paramount	ADJ
cana-2814	330	30	in	in	ADP
cana-2814	330	31	the	the	DET
cana-2814	330	32	operation	operation	NOUN
cana-2814	330	33	of	of	ADP
cana-2814	330	34	autonomous	autonomous	ADJ
cana-2814	330	35	vehicles	vehicle	NOUN
cana-2814	330	36	.	.	PUNCT
cana-2814	331	1	table	table	NOUN
cana-2814	331	2	4	4	NUM
cana-2814	331	3	:	:	SYM
cana-2814	331	4	6	6	NUM
cana-2814	331	5	g	g	NOUN
cana-2814	331	6	network	network	NOUN
cana-2814	331	7	performance	performance	NOUN
cana-2814	331	8	parameter	parameter	NOUN
cana-2814	331	9	value	value	NOUN
cana-2814	331	10	latency	latency	NOUN
cana-2814	331	11	<	<	X
cana-2814	331	12	1	1	NUM
cana-2814	331	13	ms	ms	ADJ
cana-2814	331	14	bandwidth	bandwidth	ADJ
cana-2814	331	15	1	1	NUM
cana-2814	331	16	tbps	tbps	NOUN
cana-2814	331	17	packet	packet	NOUN
cana-2814	331	18	delivery	delivery	NOUN
cana-2814	331	19	ratio	ratio	NOUN
cana-2814	331	20	99.99	99.99	NUM
cana-2814	331	21	%	%	NOUN
cana-2814	331	22	operating	operate	VERB
cana-2814	331	23	on	on	ADP
cana-2814	331	24	a	a	DET
cana-2814	331	25	bandwidth	bandwidth	NOUN
cana-2814	331	26	of	of	ADP
cana-2814	331	27	1	1	NUM
cana-2814	331	28	tbps	tbps	NOUN
cana-2814	331	29	and	and	CCONJ
cana-2814	331	30	packet	packet	NOUN
cana-2814	331	31	delivery	delivery	NOUN
cana-2814	331	32	ratio	ratio	NOUN
cana-2814	331	33	of	of	ADP
cana-2814	331	34	99.99	99.99	NUM
cana-2814	331	35	%	%	NOUN
cana-2814	331	36	,	,	PUNCT
cana-2814	331	37	communication	communication	NOUN
cana-2814	331	38	is	be	AUX
cana-2814	331	39	seamless	seamless	ADJ
cana-2814	331	40	and	and	CCONJ
cana-2814	331	41	efficient	efficient	ADJ
cana-2814	331	42	even	even	ADV
cana-2814	331	43	under	under	ADP
cana-2814	331	44	the	the	DET
cana-2814	331	45	heaviest	heavy	ADJ
cana-2814	331	46	data	datum	NOUN
cana-2814	331	47	load	load	NOUN
cana-2814	331	48	conditions	condition	NOUN
cana-2814	331	49	.	.	PUNCT
cana-2814	332	1	the	the	DET
cana-2814	332	2	study	study	NOUN
cana-2814	332	3	shows	show	VERB
cana-2814	332	4	that	that	SCONJ
cana-2814	332	5	6	6	NUM
cana-2814	332	6	g	g	NOUN
cana-2814	332	7	networks	network	NOUN
cana-2814	332	8	would	would	AUX
cana-2814	332	9	be	be	AUX
cana-2814	332	10	more	more	ADV
cana-2814	332	11	suitable	suitable	ADJ
cana-2814	332	12	for	for	ADP
cana-2814	332	13	next	next	ADJ
cana-2814	332	14	-	-	PUNCT
cana-2814	332	15	generation	generation	NOUN
cana-2814	332	16	vehicular	vehicular	ADJ
cana-2814	332	17	communication	communication	NOUN
cana-2814	332	18	.	.	PUNCT
cana-2814	333	1	figure	figure	VERB
cana-2814	333	2	5	5	NUM
cana-2814	333	3	:	:	SYM
cana-2814	333	4	6	6	NUM
cana-2814	333	5	g	g	NOUN
cana-2814	333	6	network	network	NOUN
cana-2814	333	7	latency	latency	NOUN
cana-2814	333	8	distribution	distribution	NOUN
cana-2814	333	9	metrics	metric	NOUN
cana-2814	333	10	related	relate	VERB
cana-2814	333	11	to	to	AUX
cana-2814	333	12	edge	edge	NOUN
cana-2814	333	13	computing	computing	NOUN
cana-2814	333	14	as	as	SCONJ
cana-2814	333	15	shown	show	VERB
cana-2814	333	16	in	in	ADP
cana-2814	333	17	table	table	NOUN
cana-2814	333	18	5	5	NUM
cana-2814	333	19	,	,	PUNCT
cana-2814	333	20	edge	edge	NOUN
cana-2814	333	21	computing	compute	VERB
cana-2814	333	22	not	not	PART
cana-2814	333	23	only	only	ADV
cana-2814	333	24	reduces	reduce	VERB
cana-2814	333	25	data	datum	NOUN
cana-2814	333	26	processing	processing	NOUN
cana-2814	333	27	latency	latency	NOUN
cana-2814	333	28	by	by	ADP
cana-2814	333	29	50	50	NUM
cana-2814	333	30	ms	ms	NOUN
cana-2814	333	31	compared	compare	VERB
cana-2814	333	32	to	to	ADP
cana-2814	333	33	traditional	traditional	ADJ
cana-2814	333	34	cloud	cloud	NOUN
cana-2814	333	35	computing	computing	NOUN
cana-2814	333	36	.	.	PUNCT
cana-2814	334	1	thirdly	thirdly	ADV
cana-2814	334	2	,	,	PUNCT
cana-2814	334	3	the	the	DET
cana-2814	334	4	85	85	NUM
cana-2814	334	5	%	%	NOUN
cana-2814	334	6	energy	energy	NOUN
cana-2814	334	7	efficiency	efficiency	NOUN
cana-2814	334	8	means	mean	VERB
cana-2814	334	9	that	that	SCONJ
cana-2814	334	10	this	this	PRON
cana-2814	334	11	is	be	AUX
cana-2814	334	12	a	a	DET
cana-2814	334	13	power	power	NOUN
cana-2814	334	14	-	-	PUNCT
cana-2814	334	15	efficient	efficient	ADJ
cana-2814	334	16	system	system	NOUN
cana-2814	334	17	that	that	PRON
cana-2814	334	18	gives	give	VERB
cana-2814	334	19	you	you	PRON
cana-2814	334	20	low	low	ADJ
cana-2814	334	21	resource	resource	NOUN
cana-2814	334	22	consumption	consumption	NOUN
cana-2814	334	23	for	for	ADP
cana-2814	334	24	high	high	ADJ
cana-2814	334	25	performance	performance	NOUN
cana-2814	334	26	.	.	PUNCT
cana-2814	335	1	communications	communication	NOUN
cana-2814	335	2	on	on	ADP
cana-2814	335	3	applied	apply	VERB
cana-2814	335	4	nonlinear	nonlinear	ADJ
cana-2814	335	5	analysis	analysis	NOUN
cana-2814	335	6	issn	issn	NOUN
cana-2814	335	7	:	:	PUNCT
cana-2814	335	8	1074	1074	NUM
cana-2814	335	9	-	-	PUNCT
cana-2814	335	10	133x	133x	NUM
cana-2814	335	11	vol	vol	NOUN
cana-2814	335	12	32	32	NUM
cana-2814	335	13	no	no	NOUN
cana-2814	335	14	.	.	PUNCT
cana-2814	336	1	4s	4s	NUM
cana-2814	336	2	(	(	PUNCT
cana-2814	336	3	2025	2025	NUM
cana-2814	336	4	)	)	PUNCT
cana-2814	336	5	304	304	NUM
cana-2814	336	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	336	7	table	table	NOUN
cana-2814	336	8	5	5	NUM
cana-2814	336	9	:	:	PUNCT
cana-2814	336	10	edge	edge	NOUN
cana-2814	336	11	computing	compute	VERB
cana-2814	336	12	metrics	metric	NOUN
cana-2814	336	13	metric	metric	ADJ
cana-2814	336	14	value	value	NOUN
cana-2814	336	15	processing	processing	NOUN
cana-2814	336	16	time	time	NOUN
cana-2814	336	17	50	50	NUM
cana-2814	336	18	ms	ms	NOUN
cana-2814	336	19	energy	energy	NOUN
cana-2814	336	20	efficiency	efficiency	NOUN
cana-2814	336	21	85	85	NUM
cana-2814	336	22	%	%	NOUN
cana-2814	336	23	data	datum	NOUN
cana-2814	336	24	reduction	reduction	NOUN
cana-2814	336	25	70	70	NUM
cana-2814	336	26	%	%	NOUN
cana-2814	336	27	additionally	additionally	ADV
cana-2814	336	28	,	,	PUNCT
cana-2814	336	29	the	the	DET
cana-2814	336	30	70	70	NUM
cana-2814	336	31	%	%	NOUN
cana-2814	336	32	data	data	NOUN
cana-2814	336	33	reduction	reduction	NOUN
cana-2814	336	34	rate	rate	NOUN
cana-2814	336	35	not	not	PART
cana-2814	336	36	only	only	ADV
cana-2814	336	37	shows	show	VERB
cana-2814	336	38	the	the	DET
cana-2814	336	39	power	power	NOUN
cana-2814	336	40	of	of	ADP
cana-2814	336	41	the	the	DET
cana-2814	336	42	edge	edge	NOUN
cana-2814	336	43	nodes	node	NOUN
cana-2814	336	44	to	to	ADP
cana-2814	336	45	preprocess	preprocess	NOUN
cana-2814	336	46	data	datum	NOUN
cana-2814	336	47	locally	locally	ADV
cana-2814	336	48	,	,	PUNCT
cana-2814	336	49	but	but	CCONJ
cana-2814	336	50	also	also	ADV
cana-2814	336	51	alleviates	alleviate	VERB
cana-2814	336	52	the	the	DET
cana-2814	336	53	burden	burden	NOUN
cana-2814	336	54	on	on	ADP
cana-2814	336	55	central	central	ADJ
cana-2814	336	56	servers	server	NOUN
cana-2814	336	57	.	.	PUNCT
cana-2814	337	1	this	this	DET
cana-2814	337	2	decentralized	decentralize	VERB
cana-2814	337	3	design	design	NOUN
cana-2814	337	4	allows	allow	VERB
cana-2814	337	5	the	the	DET
cana-2814	337	6	system	system	NOUN
cana-2814	337	7	to	to	PART
cana-2814	337	8	be	be	AUX
cana-2814	337	9	more	more	ADV
cana-2814	337	10	scalable	scalable	ADJ
cana-2814	337	11	and	and	CCONJ
cana-2814	337	12	responsive	responsive	ADJ
cana-2814	337	13	.	.	PUNCT
cana-2814	338	1	performance	performance	NOUN
cana-2814	338	2	of	of	ADP
cana-2814	338	3	federated	federated	ADJ
cana-2814	338	4	learning	learning	NOUN
cana-2814	338	5	federated	federated	ADJ
cana-2814	338	6	learning	learning	NOUN
cana-2814	338	7	helps	helps	AUX
cana-2814	338	8	preserve	preserve	VERB
cana-2814	338	9	data	datum	NOUN
cana-2814	338	10	privacy	privacy	NOUN
cana-2814	338	11	by	by	ADP
cana-2814	338	12	permitting	permit	VERB
cana-2814	338	13	distributed	distribute	VERB
cana-2814	338	14	training	training	NOUN
cana-2814	338	15	of	of	ADP
cana-2814	338	16	models	model	NOUN
cana-2814	338	17	without	without	ADP
cana-2814	338	18	sharing	share	VERB
cana-2814	338	19	the	the	DET
cana-2814	338	20	raw	raw	ADJ
cana-2814	338	21	data	datum	NOUN
cana-2814	338	22	.	.	PUNCT
cana-2814	339	1	in	in	ADP
cana-2814	339	2	table	table	NOUN
cana-2814	339	3	6	6	NUM
cana-2814	339	4	it	it	PRON
cana-2814	339	5	shows	show	VERB
cana-2814	339	6	that	that	SCONJ
cana-2814	339	7	the	the	DET
cana-2814	339	8	model	model	NOUN
cana-2814	339	9	convergence	convergence	NOUN
cana-2814	339	10	time	time	NOUN
cana-2814	339	11	is	be	AUX
cana-2814	339	12	lower	low	ADJ
cana-2814	339	13	(	(	PUNCT
cana-2814	339	14	5	5	NUM
cana-2814	339	15	minutes	minute	NOUN
cana-2814	339	16	)	)	PUNCT
cana-2814	339	17	,	,	PUNCT
cana-2814	339	18	so	so	SCONJ
cana-2814	339	19	that	that	SCONJ
cana-2814	339	20	all	all	DET
cana-2814	339	21	updates	update	NOUN
cana-2814	339	22	on	on	ADP
cana-2814	339	23	the	the	DET
cana-2814	339	24	network	network	NOUN
cana-2814	339	25	can	can	AUX
cana-2814	339	26	be	be	AUX
cana-2814	339	27	done	do	VERB
cana-2814	339	28	in	in	ADP
cana-2814	339	29	real	real	ADJ
cana-2814	339	30	time	time	NOUN
cana-2814	339	31	.	.	PUNCT
cana-2814	340	1	table	table	NOUN
cana-2814	340	2	6	6	NUM
cana-2814	340	3	:	:	PUNCT
cana-2814	340	4	federated	federated	ADJ
cana-2814	340	5	learning	learning	NOUN
cana-2814	340	6	performance	performance	NOUN
cana-2814	340	7	metric	metric	ADJ
cana-2814	340	8	value	value	NOUN
cana-2814	340	9	model	model	NOUN
cana-2814	340	10	convergence	convergence	NOUN
cana-2814	340	11	time	time	NOUN
cana-2814	340	12	5	5	NUM
cana-2814	340	13	minutes	minute	NOUN
cana-2814	340	14	communication	communication	NOUN
cana-2814	340	15	overhead	overhead	ADJ
cana-2814	340	16	15	15	NUM
cana-2814	340	17	%	%	NOUN
cana-2814	340	18	data	datum	NOUN
cana-2814	340	19	privacy	privacy	NOUN
cana-2814	340	20	level	level	NOUN
cana-2814	340	21	high	high	ADV
cana-2814	340	22	the	the	DET
cana-2814	340	23	communication	communication	NOUN
cana-2814	340	24	overhead	overhead	ADV
cana-2814	340	25	is	be	AUX
cana-2814	340	26	only	only	ADV
cana-2814	340	27	15	15	NUM
cana-2814	340	28	%	%	NOUN
cana-2814	340	29	in	in	ADP
cana-2814	340	30	total	total	NOUN
cana-2814	340	31	,	,	PUNCT
cana-2814	340	32	which	which	PRON
cana-2814	340	33	proves	prove	VERB
cana-2814	340	34	the	the	DET
cana-2814	340	35	efficiency	efficiency	NOUN
cana-2814	340	36	of	of	ADP
cana-2814	340	37	decentralized	decentralized	ADJ
cana-2814	340	38	training	training	NOUN
cana-2814	340	39	process	process	NOUN
cana-2814	340	40	.	.	PUNCT
cana-2814	341	1	moreover	moreover	ADV
cana-2814	341	2	,	,	PUNCT
cana-2814	341	3	federated	federated	ADJ
cana-2814	341	4	learning	learning	NOUN
cana-2814	341	5	keeps	keep	VERB
cana-2814	341	6	the	the	DET
cana-2814	341	7	amount	amount	NOUN
cana-2814	341	8	of	of	ADP
cana-2814	341	9	data	datum	NOUN
cana-2814	341	10	as	as	ADV
cana-2814	341	11	low	low	ADJ
cana-2814	341	12	as	as	ADP
cana-2814	341	13	possible	possible	ADJ
cana-2814	341	14	,	,	PUNCT
cana-2814	341	15	making	make	VERB
cana-2814	341	16	it	it	PRON
cana-2814	341	17	easier	easy	ADJ
cana-2814	341	18	to	to	PART
cana-2814	341	19	comply	comply	VERB
cana-2814	341	20	with	with	ADP
cana-2814	341	21	privacy	privacy	NOUN
cana-2814	341	22	rules	rule	NOUN
cana-2814	341	23	and	and	CCONJ
cana-2814	341	24	increasing	increase	VERB
cana-2814	341	25	users	user	NOUN
cana-2814	341	26	'	'	PART
cana-2814	341	27	trust	trust	NOUN
cana-2814	341	28	.	.	PUNCT
cana-2814	342	1	reinforcement	reinforcement	NOUN
cana-2814	342	2	learning	learning	NOUN
cana-2814	342	3	policy	policy	NOUN
cana-2814	342	4	performance	performance	NOUN
cana-2814	342	5	route	route	NOUN
cana-2814	342	6	decision	decision	NOUN
cana-2814	342	7	optimization	optimization	NOUN
cana-2814	342	8	through	through	ADP
cana-2814	342	9	reinforcement	reinforcement	NOUN
cana-2814	342	10	learning	learning	NOUN
cana-2814	342	11	has	have	AUX
cana-2814	342	12	proved	prove	VERB
cana-2814	342	13	to	to	PART
cana-2814	342	14	be	be	AUX
cana-2814	342	15	very	very	ADV
cana-2814	342	16	effective	effective	ADJ
cana-2814	342	17	(	(	PUNCT
cana-2814	342	18	table	table	NOUN
cana-2814	342	19	7	7	NUM
cana-2814	342	20	)	)	PUNCT
cana-2814	342	21	.	.	PUNCT
cana-2814	343	1	in	in	ADP
cana-2814	343	2	the	the	DET
cana-2814	343	3	urban	urban	ADJ
cana-2814	343	4	traffic	traffic	NOUN
cana-2814	343	5	simulation	simulation	NOUN
cana-2814	343	6	,	,	PUNCT
cana-2814	343	7	rl	rl	NOUN
cana-2814	343	8	-	-	PUNCT
cana-2814	343	9	based	base	VERB
cana-2814	343	10	policy	policy	NOUN
cana-2814	343	11	achieves	achieve	VERB
cana-2814	343	12	a	a	DET
cana-2814	343	13	reward	reward	NOUN
cana-2814	343	14	score	score	NOUN
cana-2814	343	15	of	of	ADP
cana-2814	343	16	85	85	NUM
cana-2814	343	17	and	and	CCONJ
cana-2814	343	18	converges	converge	VERB
cana-2814	343	19	at	at	ADP
cana-2814	343	20	50	50	NUM
cana-2814	343	21	episodes	episode	NOUN
cana-2814	343	22	.	.	PUNCT
cana-2814	344	1	for	for	ADP
cana-2814	344	2	highway	highway	NOUN
cana-2814	344	3	navigation	navigation	NOUN
cana-2814	344	4	,	,	PUNCT
cana-2814	344	5	we	we	PRON
cana-2814	344	6	see	see	VERB
cana-2814	344	7	a	a	DET
cana-2814	344	8	score	score	NOUN
cana-2814	344	9	of	of	ADP
cana-2814	344	10	92	92	NUM
cana-2814	344	11	as	as	ADP
cana-2814	344	12	a	a	DET
cana-2814	344	13	reward	reward	NOUN
cana-2814	344	14	over	over	ADP
cana-2814	344	15	the	the	DET
cana-2814	344	16	timber	timber	NOUN
cana-2814	344	17	,	,	PUNCT
cana-2814	344	18	with	with	ADP
cana-2814	344	19	convergence	convergence	NOUN
cana-2814	344	20	after	after	ADP
cana-2814	344	21	only	only	ADV
cana-2814	344	22	40	40	NUM
cana-2814	344	23	episodes	episode	NOUN
cana-2814	344	24	.	.	PUNCT
cana-2814	345	1	table	table	NOUN
cana-2814	345	2	7	7	NUM
cana-2814	345	3	:	:	PUNCT
cana-2814	345	4	reinforcement	reinforcement	NOUN
cana-2814	345	5	learning	learning	NOUN
cana-2814	345	6	policy	policy	NOUN
cana-2814	345	7	performance	performance	NOUN
cana-2814	345	8	scenario	scenario	NOUN
cana-2814	345	9	reward	reward	NOUN
cana-2814	345	10	achieved	achieve	VERB
cana-2814	345	11	episodes	episode	NOUN
cana-2814	345	12	to	to	PART
cana-2814	345	13	converge	converge	VERB
cana-2814	345	14	urban	urban	ADJ
cana-2814	345	15	traffic	traffic	NOUN
cana-2814	345	16	85	85	NUM
cana-2814	345	17	50	50	NUM
cana-2814	345	18	highway	highway	NOUN
cana-2814	345	19	navigation	navigation	NOUN
cana-2814	345	20	92	92	NUM
cana-2814	345	21	40	40	NUM
cana-2814	345	22	mixed	mixed	ADJ
cana-2814	345	23	environments	environment	NOUN
cana-2814	345	24	88	88	NUM
cana-2814	345	25	45	45	NUM
cana-2814	345	26	in	in	ADP
cana-2814	345	27	mixed	mixed	ADJ
cana-2814	345	28	environments	environment	NOUN
cana-2814	345	29	the	the	DET
cana-2814	345	30	policy	policy	NOUN
cana-2814	345	31	achieves	achieve	VERB
cana-2814	345	32	a	a	DET
cana-2814	345	33	reward	reward	NOUN
cana-2814	345	34	score	score	NOUN
cana-2814	345	35	of	of	ADP
cana-2814	345	36	88	88	NUM
cana-2814	345	37	,	,	PUNCT
cana-2814	345	38	maintaining	maintain	VERB
cana-2814	345	39	a	a	DET
cana-2814	345	40	balanced	balanced	ADJ
cana-2814	345	41	performance	performance	NOUN
cana-2814	345	42	.	.	PUNCT
cana-2814	346	1	these	these	DET
cana-2814	346	2	findings	finding	NOUN
cana-2814	346	3	confirm	confirm	VERB
cana-2814	346	4	the	the	DET
cana-2814	346	5	applicability	applicability	NOUN
cana-2814	346	6	of	of	ADP
cana-2814	346	7	reinforcement	reinforcement	NOUN
cana-2814	346	8	learning	learning	NOUN
cana-2814	346	9	for	for	ADP
cana-2814	346	10	adaptive	adaptive	ADJ
cana-2814	346	11	and	and	CCONJ
cana-2814	346	12	context	context	NOUN
cana-2814	346	13	-	-	PUNCT
cana-2814	346	14	aware	aware	ADJ
cana-2814	346	15	route	route	NOUN
cana-2814	346	16	optimization	optimization	NOUN
cana-2814	346	17	.	.	PUNCT
cana-2814	347	1	security	security	NOUN
cana-2814	347	2	evaluation	evaluation	NOUN
cana-2814	347	3	metric	metric	VERB
cana-2814	347	4	the	the	DET
cana-2814	347	5	security	security	NOUN
cana-2814	347	6	aspects	aspect	NOUN
cana-2814	347	7	of	of	ADP
cana-2814	347	8	the	the	DET
cana-2814	347	9	proposed	propose	VERB
cana-2814	347	10	system	system	NOUN
cana-2814	347	11	are	be	AUX
cana-2814	347	12	summarized	summarize	VERB
cana-2814	347	13	in	in	ADP
cana-2814	347	14	table	table	NOUN
cana-2814	347	15	8	8	NUM
cana-2814	347	16	.	.	PUNCT
cana-2814	347	17	machine	machine	NOUN
cana-2814	347	18	learning	learning	NOUN
cana-2814	347	19	based	base	VERB
cana-2814	347	20	anomaly	anomaly	NOUN
cana-2814	347	21	detection	detection	NOUN
cana-2814	347	22	systems	system	NOUN
cana-2814	347	23	can	can	AUX
cana-2814	347	24	efficiently	efficiently	ADV
cana-2814	347	25	catch	catch	VERB
cana-2814	347	26	malicious	malicious	ADJ
cana-2814	347	27	activities	activity	NOUN
cana-2814	347	28	with	with	ADP
cana-2814	347	29	an	an	DET
cana-2814	347	30	intrusion	intrusion	NOUN
cana-2814	347	31	detection	detection	NOUN
cana-2814	347	32	rate	rate	NOUN
cana-2814	347	33	of	of	ADP
cana-2814	347	34	98	98	NUM
cana-2814	347	35	%	%	NOUN
cana-2814	347	36	.	.	PUNCT
cana-2814	348	1	table	table	NOUN
cana-2814	348	2	8	8	NUM
cana-2814	348	3	:	:	PUNCT
cana-2814	348	4	security	security	NOUN
cana-2814	348	5	evaluation	evaluation	NOUN
cana-2814	348	6	metrics	metric	NOUN
cana-2814	348	7	attack	attack	NOUN
cana-2814	348	8	type	type	NOUN
cana-2814	348	9	detection	detection	NOUN
cana-2814	348	10	rate	rate	NOUN
cana-2814	348	11	(	(	PUNCT
cana-2814	348	12	%	%	INTJ
cana-2814	348	13	)	)	PUNCT
cana-2814	348	14	response	response	NOUN
cana-2814	348	15	time	time	NOUN
cana-2814	348	16	(	(	PUNCT
cana-2814	348	17	ms	ms	NOUN
cana-2814	348	18	)	)	PUNCT
cana-2814	348	19	intrusion	intrusion	NOUN
cana-2814	348	20	detection	detection	NOUN
cana-2814	348	21	98	98	NUM
cana-2814	348	22	150	150	NUM
cana-2814	348	23	data	datum	NOUN
cana-2814	348	24	manipulation	manipulation	NOUN
cana-2814	348	25	95	95	NUM
cana-2814	348	26	200	200	NUM
cana-2814	348	27	network	network	NOUN
cana-2814	348	28	eavesdropping	eavesdrop	VERB
cana-2814	348	29	97	97	NUM
cana-2814	348	30	180	180	NUM
cana-2814	348	31	communications	communication	NOUN
cana-2814	348	32	on	on	ADP
cana-2814	348	33	applied	apply	VERB
cana-2814	348	34	nonlinear	nonlinear	ADJ
cana-2814	348	35	analysis	analysis	NOUN
cana-2814	348	36	issn	issn	NOUN
cana-2814	348	37	:	:	PUNCT
cana-2814	348	38	1074	1074	NUM
cana-2814	348	39	-	-	PUNCT
cana-2814	348	40	133x	133x	NUM
cana-2814	348	41	vol	vol	NOUN
cana-2814	348	42	32	32	NUM
cana-2814	348	43	no	no	NOUN
cana-2814	348	44	.	.	PUNCT
cana-2814	349	1	4s	4s	NUM
cana-2814	349	2	(	(	PUNCT
cana-2814	349	3	2025	2025	NUM
cana-2814	349	4	)	)	PUNCT
cana-2814	349	5	305	305	NUM
cana-2814	349	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	349	7	data	data	NOUN
cana-2814	349	8	manipulation	manipulation	NOUN
cana-2814	349	9	and	and	CCONJ
cana-2814	349	10	network	network	NOUN
cana-2814	349	11	eavesdropping	eavesdropping	NOUN
cana-2814	349	12	detections	detection	NOUN
cana-2814	349	13	have	have	VERB
cana-2814	349	14	a	a	DET
cana-2814	349	15	maximum	maximum	ADJ
cana-2814	349	16	response	response	NOUN
cana-2814	349	17	time	time	NOUN
cana-2814	349	18	of	of	ADP
cana-2814	349	19	200	200	NUM
cana-2814	349	20	ms	ms	NOUN
cana-2814	349	21	and	and	CCONJ
cana-2814	349	22	180	180	NUM
cana-2814	349	23	ms	ms	NOUN
cana-2814	349	24	,	,	PUNCT
cana-2814	349	25	respectively	respectively	ADV
cana-2814	349	26	,	,	PUNCT
cana-2814	349	27	within	within	ADP
cana-2814	349	28	which	which	PRON
cana-2814	349	29	countermeasures	countermeasure	NOUN
cana-2814	349	30	to	to	ADP
cana-2814	349	31	potential	potential	ADJ
cana-2814	349	32	attacks	attack	NOUN
cana-2814	349	33	are	be	AUX
cana-2814	349	34	taken	take	VERB
cana-2814	349	35	.	.	PUNCT
cana-2814	350	1	such	such	ADJ
cana-2814	350	2	metrics	metric	NOUN
cana-2814	350	3	indicate	indicate	VERB
cana-2814	350	4	the	the	DET
cana-2814	350	5	framework	framework	NOUN
cana-2814	350	6	makes	make	VERB
cana-2814	350	7	it	it	PRON
cana-2814	350	8	possible	possible	ADJ
cana-2814	350	9	to	to	PART
cana-2814	350	10	protect	protect	VERB
cana-2814	350	11	the	the	DET
cana-2814	350	12	communication	communication	NOUN
cana-2814	350	13	network	network	NOUN
cana-2814	350	14	against	against	ADP
cana-2814	350	15	a	a	DET
cana-2814	350	16	number	number	NOUN
cana-2814	350	17	of	of	ADP
cana-2814	350	18	security	security	NOUN
cana-2814	350	19	threats	threat	NOUN
cana-2814	350	20	.	.	PUNCT
cana-2814	351	1	analysis	analysis	NOUN
cana-2814	351	2	of	of	ADP
cana-2814	351	3	the	the	DET
cana-2814	351	4	energy	energy	NOUN
cana-2814	351	5	consumption	consumption	NOUN
cana-2814	351	6	table	table	NOUN
cana-2814	351	7	9	9	NUM
cana-2814	351	8	shows	show	VERB
cana-2814	351	9	the	the	DET
cana-2814	351	10	energy	energy	NOUN
cana-2814	351	11	consumption	consumption	NOUN
cana-2814	351	12	analysis	analysis	NOUN
cana-2814	351	13	,	,	PUNCT
cana-2814	351	14	which	which	PRON
cana-2814	351	15	indicates	indicate	VERB
cana-2814	351	16	better	well	ADJ
cana-2814	351	17	resource	resource	NOUN
cana-2814	351	18	utilization	utilization	NOUN
cana-2814	351	19	of	of	ADP
cana-2814	351	20	the	the	DET
cana-2814	351	21	system	system	NOUN
cana-2814	351	22	.	.	PUNCT
cana-2814	352	1	figure	figure	VERB
cana-2814	352	2	6	6	NUM
cana-2814	352	3	:	:	PUNCT
cana-2814	352	4	energy	energy	NOUN
cana-2814	352	5	consumption	consumption	NOUN
cana-2814	352	6	by	by	ADP
cana-2814	352	7	components	component	NOUN
cana-2814	352	8	on	on	ADP
cana-2814	352	9	the	the	DET
cana-2814	352	10	average	average	ADJ
cana-2814	352	11	2	2	NUM
cana-2814	352	12	joules	joule	NOUN
cana-2814	352	13	per	per	ADP
cana-2814	352	14	transaction	transaction	NOUN
cana-2814	352	15	are	be	AUX
cana-2814	352	16	consumed	consume	VERB
cana-2814	352	17	by	by	ADP
cana-2814	352	18	blockchain	blockchain	PROPN
cana-2814	352	19	nodes	node	NOUN
cana-2814	352	20	and	and	CCONJ
cana-2814	352	21	1.5	1.5	NUM
cana-2814	352	22	joules	joule	NOUN
cana-2814	352	23	by	by	ADP
cana-2814	352	24	edge	edge	NOUN
cana-2814	352	25	computing	computing	NOUN
cana-2814	352	26	devices	device	NOUN
cana-2814	352	27	.	.	PUNCT
cana-2814	353	1	in	in	ADP
cana-2814	353	2	contrast	contrast	NOUN
cana-2814	353	3	,	,	PUNCT
cana-2814	353	4	machine	machine	NOUN
cana-2814	353	5	learning	learning	NOUN
cana-2814	353	6	models	model	NOUN
cana-2814	353	7	are	be	AUX
cana-2814	353	8	not	not	PART
cana-2814	353	9	even	even	ADV
cana-2814	353	10	at	at	ADP
cana-2814	353	11	1	1	NUM
cana-2814	353	12	joule	joule	NOUN
cana-2814	353	13	(	(	PUNCT
cana-2814	353	14	which	which	PRON
cana-2814	353	15	some	some	DET
cana-2814	353	16	models	model	NOUN
cana-2814	353	17	achieve	achieve	VERB
cana-2814	353	18	)	)	PUNCT
cana-2814	353	19	,	,	PUNCT
cana-2814	353	20	illustrating	illustrate	VERB
cana-2814	353	21	their	their	PRON
cana-2814	353	22	suitability	suitability	NOUN
cana-2814	353	23	for	for	ADP
cana-2814	353	24	resource	resource	NOUN
cana-2814	353	25	-	-	PUNCT
cana-2814	353	26	constrained	constrain	VERB
cana-2814	353	27	environments	environment	NOUN
cana-2814	353	28	.	.	PUNCT
cana-2814	354	1	table	table	NOUN
cana-2814	354	2	9	9	NUM
cana-2814	354	3	:	:	PUNCT
cana-2814	354	4	energy	energy	NOUN
cana-2814	354	5	consumption	consumption	NOUN
cana-2814	354	6	analysis	analysis	NOUN
cana-2814	354	7	component	component	NOUN
cana-2814	354	8	energy	energy	NOUN
cana-2814	354	9	consumption	consumption	NOUN
cana-2814	354	10	(	(	PUNCT
cana-2814	354	11	j	j	NOUN
cana-2814	354	12	)	)	PUNCT
cana-2814	354	13	blockchain	blockchain	PROPN
cana-2814	354	14	nodes	nod	VERB
cana-2814	354	15	2	2	NUM
cana-2814	354	16	edge	edge	NOUN
cana-2814	354	17	computing	computing	NOUN
cana-2814	354	18	devices	device	NOUN
cana-2814	354	19	1.5	1.5	NUM
cana-2814	354	20	machine	machine	NOUN
cana-2814	354	21	learning	learning	NOUN
cana-2814	354	22	models	model	NOUN
cana-2814	354	23	1	1	NUM
cana-2814	354	24	this	this	DET
cana-2814	354	25	analysis	analysis	NOUN
cana-2814	354	26	of	of	ADP
cana-2814	354	27	energy	energy	NOUN
cana-2814	354	28	efficiency	efficiency	NOUN
cana-2814	354	29	suggests	suggest	VERB
cana-2814	354	30	that	that	SCONJ
cana-2814	354	31	the	the	DET
cana-2814	354	32	new	new	ADJ
cana-2814	354	33	framework	framework	NOUN
cana-2814	354	34	is	be	AUX
cana-2814	354	35	appropriate	appropriate	ADJ
cana-2814	354	36	for	for	ADP
cana-2814	354	37	endeavored	endeavored	ADJ
cana-2814	354	38	growing	grow	VERB
cana-2814	354	39	for	for	ADP
cana-2814	354	40	the	the	DET
cana-2814	354	41	large	large	ADJ
cana-2814	354	42	dimensions	dimension	NOUN
cana-2814	354	43	of	of	ADP
cana-2814	354	44	encoded	encode	VERB
cana-2814	354	45	images	image	NOUN
cana-2814	354	46	.	.	PUNCT
cana-2814	355	1	figure	figure	VERB
cana-2814	355	2	7	7	NUM
cana-2814	355	3	:	:	PUNCT
cana-2814	355	4	reinforcement	reinforcement	NOUN
cana-2814	355	5	learning	learning	NOUN
cana-2814	355	6	reward	reward	VERB
cana-2814	355	7	convergence	convergence	NOUN
cana-2814	355	8	comparison	comparison	NOUN
cana-2814	355	9	of	of	ADP
cana-2814	355	10	simulation	simulation	NOUN
cana-2814	355	11	results	result	NOUN
cana-2814	355	12	table	table	NOUN
cana-2814	355	13	10	10	NUM
cana-2814	355	14	provides	provide	VERB
cana-2814	355	15	a	a	DET
cana-2814	355	16	comparative	comparative	ADJ
cana-2814	355	17	analysis	analysis	NOUN
cana-2814	355	18	between	between	ADP
cana-2814	355	19	the	the	DET
cana-2814	355	20	suggested	suggest	VERB
cana-2814	355	21	framework	framework	NOUN
cana-2814	355	22	and	and	CCONJ
cana-2814	355	23	traditional	traditional	ADJ
cana-2814	355	24	communication	communication	NOUN
cana-2814	355	25	systems	system	NOUN
cana-2814	355	26	,	,	PUNCT
cana-2814	355	27	which	which	PRON
cana-2814	355	28	illustrates	illustrate	VERB
cana-2814	355	29	the	the	DET
cana-2814	355	30	dominance	dominance	NOUN
cana-2814	355	31	of	of	ADP
cana-2814	355	32	the	the	DET
cana-2814	355	33	proposed	propose	VERB
cana-2814	355	34	framework	framework	NOUN
cana-2814	355	35	.	.	PUNCT
cana-2814	356	1	communications	communication	NOUN
cana-2814	356	2	on	on	ADP
cana-2814	356	3	applied	apply	VERB
cana-2814	356	4	nonlinear	nonlinear	ADJ
cana-2814	356	5	analysis	analysis	NOUN
cana-2814	356	6	issn	issn	NOUN
cana-2814	356	7	:	:	PUNCT
cana-2814	356	8	1074	1074	NUM
cana-2814	356	9	-	-	PUNCT
cana-2814	356	10	133x	133x	NUM
cana-2814	356	11	vol	vol	NOUN
cana-2814	356	12	32	32	NUM
cana-2814	356	13	no	no	NOUN
cana-2814	356	14	.	.	PUNCT
cana-2814	357	1	4s	4s	NUM
cana-2814	357	2	(	(	PUNCT
cana-2814	357	3	2025	2025	NUM
cana-2814	357	4	)	)	PUNCT
cana-2814	357	5	306	306	NUM
cana-2814	357	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	357	7	table	table	NOUN
cana-2814	357	8	10	10	NUM
cana-2814	357	9	:	:	PUNCT
cana-2814	357	10	simulation	simulation	NOUN
cana-2814	357	11	results	result	VERB
cana-2814	357	12	comparison	comparison	NOUN
cana-2814	357	13	framework	framework	NOUN
cana-2814	357	14	latency	latency	NOUN
cana-2814	357	15	(	(	PUNCT
cana-2814	357	16	ms	ms	PROPN
cana-2814	357	17	)	)	PUNCT
cana-2814	357	18	accuracy	accuracy	NOUN
cana-2814	357	19	(	(	PUNCT
cana-2814	357	20	%	%	INTJ
cana-2814	357	21	)	)	PUNCT
cana-2814	357	22	scalability	scalability	NOUN
cana-2814	357	23	proposed	propose	VERB
cana-2814	357	24	framework	framework	NOUN
cana-2814	357	25	<	<	X
cana-2814	357	26	1	1	NUM
cana-2814	357	27	97	97	NUM
cana-2814	357	28	high	high	ADJ
cana-2814	357	29	traditional	traditional	ADJ
cana-2814	357	30	framework	framework	NOUN
cana-2814	357	31	10	10	NUM
cana-2814	357	32	85	85	NUM
cana-2814	357	33	medium	medium	NOUN
cana-2814	357	34	the	the	DET
cana-2814	357	35	proposed	propose	VERB
cana-2814	357	36	system	system	NOUN
cana-2814	357	37	yields	yield	VERB
cana-2814	357	38	latency	latency	NOUN
cana-2814	357	39	<	<	X
cana-2814	357	40	1	1	NUM
cana-2814	357	41	ms	ms	NOUN
cana-2814	357	42	and	and	CCONJ
cana-2814	357	43	97	97	NUM
cana-2814	357	44	%	%	NOUN
cana-2814	357	45	accuracy	accuracy	NOUN
cana-2814	357	46	,	,	PUNCT
cana-2814	357	47	far	far	ADV
cana-2814	357	48	surpassing	surpass	VERB
cana-2814	357	49	the	the	DET
cana-2814	357	50	traditional	traditional	ADJ
cana-2814	357	51	framework	framework	NOUN
cana-2814	357	52	which	which	PRON
cana-2814	357	53	yields	yield	VERB
cana-2814	357	54	latency	latency	NOUN
cana-2814	357	55	10	10	NUM
cana-2814	357	56	ms	ms	NOUN
cana-2814	357	57	and	and	CCONJ
cana-2814	357	58	85	85	NUM
cana-2814	357	59	%	%	NOUN
cana-2814	357	60	accuracy	accuracy	NOUN
cana-2814	357	61	.	.	PUNCT
cana-2814	358	1	additionally	additionally	ADV
cana-2814	358	2	,	,	PUNCT
cana-2814	358	3	the	the	DET
cana-2814	358	4	extreme	extreme	ADJ
cana-2814	358	5	scalability	scalability	NOUN
cana-2814	358	6	of	of	ADP
cana-2814	358	7	the	the	DET
cana-2814	358	8	proposed	propose	VERB
cana-2814	358	9	system	system	NOUN
cana-2814	358	10	also	also	ADV
cana-2814	358	11	confirms	confirm	VERB
cana-2814	358	12	its	its	PRON
cana-2814	358	13	compatibility	compatibility	NOUN
cana-2814	358	14	for	for	ADP
cana-2814	358	15	future	future	ADJ
cana-2814	358	16	autonomous	autonomous	ADJ
cana-2814	358	17	vehicle	vehicle	NOUN
cana-2814	358	18	networks	network	NOUN
cana-2814	358	19	.	.	PUNCT
cana-2814	359	1	5	5	X
cana-2814	359	2	.	.	X
cana-2814	359	3	conclusion	conclusion	NOUN
cana-2814	359	4	the	the	DET
cana-2814	359	5	advent	advent	NOUN
cana-2814	359	6	of	of	ADP
cana-2814	359	7	advanced	advanced	ADJ
cana-2814	359	8	technologies	technology	NOUN
cana-2814	359	9	such	such	ADJ
cana-2814	359	10	as	as	ADP
cana-2814	359	11	blockchain	blockchain	NOUN
cana-2814	359	12	,	,	PUNCT
cana-2814	359	13	machine	machine	NOUN
cana-2814	359	14	learning	learning	NOUN
cana-2814	359	15	,	,	PUNCT
cana-2814	359	16	and	and	CCONJ
cana-2814	359	17	6	6	NUM
cana-2814	359	18	g	g	NOUN
cana-2814	359	19	networks	network	NOUN
cana-2814	359	20	has	have	AUX
cana-2814	359	21	paved	pave	VERB
cana-2814	359	22	the	the	DET
cana-2814	359	23	way	way	NOUN
cana-2814	359	24	for	for	ADP
cana-2814	359	25	the	the	DET
cana-2814	359	26	creation	creation	NOUN
cana-2814	359	27	of	of	ADP
cana-2814	359	28	cutting	cut	VERB
cana-2814	359	29	-	-	PUNCT
cana-2814	359	30	edge	edge	NOUN
cana-2814	359	31	communication	communication	NOUN
cana-2814	359	32	models	model	NOUN
cana-2814	359	33	that	that	PRON
cana-2814	359	34	can	can	AUX
cana-2814	359	35	provide	provide	VERB
cana-2814	359	36	trust	trust	NOUN
cana-2814	359	37	,	,	PUNCT
cana-2814	359	38	scalability	scalability	NOUN
cana-2814	359	39	,	,	PUNCT
cana-2814	359	40	and	and	CCONJ
cana-2814	359	41	efficiency	efficiency	NOUN
cana-2814	359	42	for	for	ADP
cana-2814	359	43	autonomous	autonomous	ADJ
cana-2814	359	44	vehicles	vehicle	NOUN
cana-2814	359	45	.	.	PUNCT
cana-2814	360	1	in	in	ADP
cana-2814	360	2	this	this	DET
cana-2814	360	3	paper	paper	NOUN
cana-2814	360	4	,	,	PUNCT
cana-2814	360	5	we	we	PRON
cana-2814	360	6	introduce	introduce	VERB
cana-2814	360	7	a	a	DET
cana-2814	360	8	holistic	holistic	ADJ
cana-2814	360	9	method	method	NOUN
cana-2814	360	10	that	that	PRON
cana-2814	360	11	integrates	integrate	VERB
cana-2814	360	12	these	these	DET
cana-2814	360	13	cutting	cut	VERB
cana-2814	360	14	-	-	PUNCT
cana-2814	360	15	edge	edge	NOUN
cana-2814	360	16	technologies	technology	NOUN
cana-2814	360	17	to	to	PART
cana-2814	360	18	tackle	tackle	VERB
cana-2814	360	19	pressing	press	VERB
cana-2814	360	20	issues	issue	NOUN
cana-2814	360	21	in	in	ADP
cana-2814	360	22	vehicle	vehicle	NOUN
cana-2814	360	23	-	-	PUNCT
cana-2814	360	24	to	to	ADP
cana-2814	360	25	-	-	PUNCT
cana-2814	360	26	everything	everything	PRON
cana-2814	360	27	(	(	PUNCT
cana-2814	360	28	v2x	v2x	NOUN
cana-2814	360	29	)	)	PUNCT
cana-2814	360	30	communication	communication	NOUN
cana-2814	360	31	,	,	PUNCT
cana-2814	360	32	such	such	ADJ
cana-2814	360	33	as	as	ADP
cana-2814	360	34	data	datum	NOUN
cana-2814	360	35	security	security	NOUN
cana-2814	360	36	,	,	PUNCT
cana-2814	360	37	reducing	reduce	VERB
cana-2814	360	38	latency	latency	NOUN
cana-2814	360	39	,	,	PUNCT
cana-2814	360	40	scalability	scalability	NOUN
cana-2814	360	41	and	and	CCONJ
cana-2814	360	42	enabling	enable	VERB
cana-2814	360	43	real	real	ADJ
cana-2814	360	44	-	-	PUNCT
cana-2814	360	45	time	time	NOUN
cana-2814	360	46	decisionmaking	decisionmaking	NOUN
cana-2814	360	47	.	.	PUNCT
cana-2814	361	1	its	its	PRON
cana-2814	361	2	results	result	NOUN
cana-2814	361	3	show	show	VERB
cana-2814	361	4	a	a	DET
cana-2814	361	5	drastic	drastic	ADJ
cana-2814	361	6	improvement	improvement	NOUN
cana-2814	361	7	over	over	ADP
cana-2814	361	8	classical	classical	ADJ
cana-2814	361	9	systems	system	NOUN
cana-2814	361	10	from	from	ADP
cana-2814	361	11	evaluations	evaluation	NOUN
cana-2814	361	12	and	and	CCONJ
cana-2814	361	13	simulations	simulation	NOUN
cana-2814	361	14	,	,	PUNCT
cana-2814	361	15	making	make	VERB
cana-2814	361	16	it	it	PRON
cana-2814	361	17	an	an	DET
cana-2814	361	18	important	important	ADJ
cana-2814	361	19	step	step	NOUN
cana-2814	361	20	toward	toward	ADP
cana-2814	361	21	autonomous	autonomous	ADJ
cana-2814	361	22	vehicle	vehicle	NOUN
cana-2814	361	23	eco	eco	PROPN
cana-2814	361	24	-	-	PUNCT
cana-2814	361	25	systems	system	NOUN
cana-2814	361	26	of	of	ADP
cana-2814	361	27	a	a	DET
cana-2814	361	28	new	new	ADJ
cana-2814	361	29	generation	generation	NOUN
cana-2814	361	30	.	.	PUNCT
cana-2814	362	1	improving	improve	VERB
cana-2814	362	2	security	security	NOUN
cana-2814	362	3	and	and	CCONJ
cana-2814	362	4	transparency	transparency	NOUN
cana-2814	362	5	it	it	PRON
cana-2814	362	6	is	be	AUX
cana-2814	362	7	widely	widely	ADV
cana-2814	362	8	believed	believe	VERB
cana-2814	362	9	that	that	SCONJ
cana-2814	362	10	v2x	v2x	VERB
cana-2814	362	11	networks	network	NOUN
cana-2814	362	12	can	can	AUX
cana-2814	362	13	benefit	benefit	VERB
cana-2814	362	14	significantly	significantly	ADV
cana-2814	362	15	from	from	ADP
cana-2814	362	16	implementing	implement	VERB
cana-2814	362	17	blockchain	blockchain	PROPN
cana-2814	362	18	technology	technology	PROPN
cana-2814	362	19	to	to	PART
cana-2814	362	20	improve	improve	VERB
cana-2814	362	21	their	their	PRON
cana-2814	362	22	security	security	NOUN
cana-2814	362	23	and	and	CCONJ
cana-2814	362	24	transparency	transparency	NOUN
cana-2814	362	25	.	.	PUNCT
cana-2814	363	1	the	the	DET
cana-2814	363	2	data	datum	NOUN
cana-2814	363	3	agnostic	agnostic	ADJ
cana-2814	363	4	layer	layer	NOUN
cana-2814	363	5	uses	use	VERB
cana-2814	363	6	a	a	DET
cana-2814	363	7	hybrid	hybrid	ADJ
cana-2814	363	8	consensus	consensus	NOUN
cana-2814	363	9	mechanism	mechanism	NOUN
cana-2814	363	10	(	(	PUNCT
cana-2814	363	11	pos	pos	NOUN
cana-2814	363	12	&	&	CCONJ
cana-2814	363	13	pbft	pbft	PROPN
cana-2814	363	14	)	)	PUNCT
cana-2814	363	15	to	to	PART
cana-2814	363	16	guarantee	guarantee	VERB
cana-2814	363	17	tamper	tamper	ADJ
cana-2814	363	18	-	-	ADJ
cana-2814	363	19	proof	proof	ADJ
cana-2814	363	20	data	datum	NOUN
cana-2814	363	21	exchange	exchange	NOUN
cana-2814	363	22	and	and	CCONJ
cana-2814	363	23	eliminates	eliminate	VERB
cana-2814	363	24	the	the	DET
cana-2814	363	25	risks	risk	NOUN
cana-2814	363	26	of	of	ADP
cana-2814	363	27	centralized	centralized	ADJ
cana-2814	363	28	architectures	architecture	NOUN
cana-2814	363	29	.	.	PUNCT
cana-2814	364	1	smart	smart	ADJ
cana-2814	364	2	contracts	contract	NOUN
cana-2814	364	3	additionally	additionally	ADV
cana-2814	364	4	automate	automate	ADJ
cana-2814	364	5	critical	critical	ADJ
cana-2814	364	6	vehicular	vehicular	ADJ
cana-2814	364	7	processes	process	NOUN
cana-2814	364	8	,	,	PUNCT
cana-2814	364	9	including	include	VERB
cana-2814	364	10	toll	toll	NOUN
cana-2814	364	11	collection	collection	NOUN
cana-2814	364	12	,	,	PUNCT
cana-2814	364	13	accident	accident	NOUN
cana-2814	364	14	reporting	reporting	NOUN
cana-2814	364	15	,	,	PUNCT
cana-2814	364	16	and	and	CCONJ
cana-2814	364	17	vehicle	vehicle	NOUN
cana-2814	364	18	authentication	authentication	NOUN
cana-2814	364	19	,	,	PUNCT
cana-2814	364	20	and	and	CCONJ
cana-2814	364	21	create	create	VERB
cana-2814	364	22	a	a	DET
cana-2814	364	23	verifiable	verifiable	ADJ
cana-2814	364	24	chain	chain	NOUN
cana-2814	364	25	of	of	ADP
cana-2814	364	26	trust	trust	NOUN
cana-2814	364	27	between	between	ADP
cana-2814	364	28	network	network	NOUN
cana-2814	364	29	participants	participant	NOUN
cana-2814	364	30	.	.	PUNCT
cana-2814	365	1	the	the	DET
cana-2814	365	2	summary	summary	NOUN
cana-2814	365	3	of	of	ADP
cana-2814	365	4	the	the	DET
cana-2814	365	5	results	result	NOUN
cana-2814	365	6	in	in	ADP
cana-2814	365	7	table	table	NOUN
cana-2814	365	8	2	2	NUM
cana-2814	365	9	indicates	indicate	VERB
cana-2814	365	10	that	that	SCONJ
cana-2814	365	11	the	the	DET
cana-2814	365	12	framework	framework	NOUN
cana-2814	365	13	can	can	AUX
cana-2814	365	14	reach	reach	VERB
cana-2814	365	15	very	very	ADV
cana-2814	365	16	-	-	PUNCT
cana-2814	365	17	high	high	ADJ
cana-2814	365	18	transaction	transaction	NOUN
cana-2814	365	19	throughput	throughput	NOUN
cana-2814	365	20	and	and	CCONJ
cana-2814	365	21	a	a	DET
cana-2814	365	22	very	very	ADV
cana-2814	365	23	low	low	ADJ
cana-2814	365	24	consensus	consensus	NOUN
cana-2814	365	25	latency	latency	NOUN
cana-2814	365	26	,	,	PUNCT
cana-2814	365	27	so	so	SCONJ
cana-2814	365	28	it	it	PRON
cana-2814	365	29	can	can	AUX
cana-2814	365	30	be	be	AUX
cana-2814	365	31	effectively	effectively	ADV
cana-2814	365	32	used	use	VERB
cana-2814	365	33	for	for	ADP
cana-2814	365	34	real	real	ADJ
cana-2814	365	35	-	-	PUNCT
cana-2814	365	36	time	time	NOUN
cana-2814	365	37	transmission	transmission	NOUN
cana-2814	365	38	of	of	ADP
cana-2814	365	39	messages	message	NOUN
cana-2814	365	40	between	between	ADP
cana-2814	365	41	vehicles	vehicle	NOUN
cana-2814	365	42	.	.	PUNCT
cana-2814	366	1	machine	machine	NOUN
cana-2814	366	2	learning	learn	VERB
cana-2814	366	3	for	for	ADP
cana-2814	366	4	real	real	ADJ
cana-2814	366	5	-	-	PUNCT
cana-2814	366	6	time	time	NOUN
cana-2814	366	7	decision	decision	NOUN
cana-2814	366	8	-	-	PUNCT
cana-2814	366	9	making	making	NOUN
cana-2814	366	10	in	in	ADP
cana-2814	366	11	the	the	DET
cana-2814	366	12	proposed	propose	VERB
cana-2814	366	13	framework	framework	NOUN
cana-2814	366	14	,	,	PUNCT
cana-2814	366	15	ml	ml	ADJ
cana-2814	366	16	helps	help	VERB
cana-2814	366	17	improve	improve	VERB
cana-2814	366	18	the	the	DET
cana-2814	366	19	predictive	predictive	ADJ
cana-2814	366	20	power	power	NOUN
cana-2814	366	21	,	,	PUNCT
cana-2814	366	22	and	and	CCONJ
cana-2814	366	23	solve	solve	VERB
cana-2814	366	24	the	the	DET
cana-2814	366	25	real	real	ADJ
cana-2814	366	26	-	-	PUNCT
cana-2814	366	27	time	time	NOUN
cana-2814	366	28	decision	decision	NOUN
cana-2814	366	29	making	making	NOUN
cana-2814	366	30	.	.	PUNCT
cana-2814	367	1	the	the	DET
cana-2814	367	2	models	model	NOUN
cana-2814	367	3	used	use	VERB
cana-2814	367	4	for	for	ADP
cana-2814	367	5	traffic	traffic	NOUN
cana-2814	367	6	prediction	prediction	NOUN
cana-2814	367	7	,	,	PUNCT
cana-2814	367	8	collision	collision	NOUN
cana-2814	367	9	avoidance	avoidance	NOUN
cana-2814	367	10	,	,	PUNCT
cana-2814	367	11	and	and	CCONJ
cana-2814	367	12	dynamic	dynamic	ADJ
cana-2814	367	13	traffic	traffic	NOUN
cana-2814	367	14	control	control	NOUN
cana-2814	367	15	provide	provide	VERB
cana-2814	367	16	accuracy	accuracy	NOUN
cana-2814	367	17	rates	rate	NOUN
cana-2814	367	18	in	in	ADP
cana-2814	367	19	the	the	DET
cana-2814	367	20	order	order	NOUN
cana-2814	367	21	of	of	ADP
cana-2814	367	22	99	99	NUM
cana-2814	367	23	%	%	NOUN
cana-2814	367	24	as	as	SCONJ
cana-2814	367	25	displayed	display	VERB
cana-2814	367	26	in	in	ADP
cana-2814	367	27	table	table	NOUN
cana-2814	367	28	3	3	NUM
cana-2814	367	29	.	.	PUNCT
cana-2814	367	30	with	with	ADP
cana-2814	367	31	federated	federated	ADJ
cana-2814	367	32	learning	learning	NOUN
cana-2814	367	33	,	,	PUNCT
cana-2814	367	34	model	model	NOUN
cana-2814	367	35	training	training	NOUN
cana-2814	367	36	can	can	AUX
cana-2814	367	37	be	be	AUX
cana-2814	367	38	done	do	VERB
cana-2814	367	39	across	across	ADP
cana-2814	367	40	edge	edge	NOUN
cana-2814	367	41	nodes	node	NOUN
cana-2814	367	42	in	in	ADP
cana-2814	367	43	a	a	DET
cana-2814	367	44	way	way	NOUN
cana-2814	367	45	that	that	PRON
cana-2814	367	46	their	their	PRON
cana-2814	367	47	data	datum	NOUN
cana-2814	367	48	never	never	ADV
cana-2814	367	49	leaves	leave	VERB
cana-2814	367	50	the	the	DET
cana-2814	367	51	local	local	ADJ
cana-2814	367	52	device	device	NOUN
cana-2814	367	53	.	.	PUNCT
cana-2814	368	1	this	this	DET
cana-2814	368	2	decentralized	decentralize	VERB
cana-2814	368	3	strategy	strategy	NOUN
cana-2814	368	4	reduces	reduce	VERB
cana-2814	368	5	the	the	DET
cana-2814	368	6	communication	communication	NOUN
cana-2814	368	7	overhead	overhead	ADV
cana-2814	368	8	and	and	CCONJ
cana-2814	368	9	facilitates	facilitate	VERB
cana-2814	368	10	a	a	DET
cana-2814	368	11	faster	fast	ADJ
cana-2814	368	12	model	model	NOUN
cana-2814	368	13	convergence	convergence	NOUN
cana-2814	368	14	,	,	PUNCT
cana-2814	368	15	as	as	SCONJ
cana-2814	368	16	shown	show	VERB
cana-2814	368	17	in	in	ADP
cana-2814	368	18	table	table	NOUN
cana-2814	368	19	6	6	NUM
cana-2814	368	20	.	.	PUNCT
cana-2814	368	21	by	by	ADP
cana-2814	368	22	incorporating	incorporate	VERB
cana-2814	368	23	reinforcement	reinforcement	NOUN
cana-2814	368	24	learning	learning	NOUN
cana-2814	368	25	,	,	PUNCT
cana-2814	368	26	autonomous	autonomous	ADJ
cana-2814	368	27	vehicles	vehicle	NOUN
cana-2814	368	28	can	can	AUX
cana-2814	368	29	learn	learn	VERB
cana-2814	368	30	and	and	CCONJ
cana-2814	368	31	make	make	VERB
cana-2814	368	32	more	more	ADV
cana-2814	368	33	informed	informed	ADJ
cana-2814	368	34	route	route	NOUN
cana-2814	368	35	decisions	decision	NOUN
cana-2814	368	36	in	in	ADP
cana-2814	368	37	real	real	ADJ
cana-2814	368	38	-	-	PUNCT
cana-2814	368	39	time	time	NOUN
cana-2814	368	40	,	,	PUNCT
cana-2814	368	41	adjusting	adjust	VERB
cana-2814	368	42	to	to	ADP
cana-2814	368	43	complex	complex	ADJ
cana-2814	368	44	and	and	CCONJ
cana-2814	368	45	dynamic	dynamic	ADJ
cana-2814	368	46	traffic	traffic	NOUN
cana-2814	368	47	scenarios	scenario	NOUN
cana-2814	368	48	.	.	PUNCT
cana-2814	369	1	ultra	ultra	ADJ
cana-2814	369	2	-	-	ADJ
cana-2814	369	3	low	low	ADJ
cana-2814	369	4	latency	latency	NOUN
cana-2814	369	5	communication	communication	NOUN
cana-2814	369	6	enablers	enabler	NOUN
cana-2814	369	7	over	over	ADP
cana-2814	369	8	6	6	NUM
cana-2814	369	9	g	g	NOUN
cana-2814	369	10	networks	network	NOUN
cana-2814	369	11	at	at	ADP
cana-2814	369	12	its	its	PRON
cana-2814	369	13	core	core	NOUN
cana-2814	369	14	,	,	PUNCT
cana-2814	369	15	the	the	DET
cana-2814	369	16	proposed	propose	VERB
cana-2814	369	17	framework	framework	NOUN
cana-2814	369	18	revolves	revolve	VERB
cana-2814	369	19	around	around	ADP
cana-2814	369	20	the	the	DET
cana-2814	369	21	deployment	deployment	NOUN
cana-2814	369	22	of	of	ADP
cana-2814	369	23	6	6	NUM
cana-2814	369	24	g	g	NOUN
cana-2814	369	25	networks	network	NOUN
cana-2814	369	26	,	,	PUNCT
cana-2814	369	27	which	which	PRON
cana-2814	369	28	offer	offer	VERB
cana-2814	369	29	the	the	DET
cana-2814	369	30	ultra	ultra	ADJ
cana-2814	369	31	-	-	ADJ
cana-2814	369	32	low	low	ADJ
cana-2814	369	33	latency	latency	NOUN
cana-2814	369	34	and	and	CCONJ
cana-2814	369	35	high	high	ADJ
cana-2814	369	36	-	-	PUNCT
cana-2814	369	37	speed	speed	NOUN
cana-2814	369	38	connectivity	connectivity	NOUN
cana-2814	369	39	necessary	necessary	ADJ
cana-2814	369	40	for	for	ADP
cana-2814	369	41	instantaneous	instantaneous	ADJ
cana-2814	369	42	communication	communication	NOUN
cana-2814	369	43	between	between	ADP
cana-2814	369	44	autonomous	autonomous	ADJ
cana-2814	369	45	vehicles	vehicle	NOUN
cana-2814	369	46	.	.	PUNCT
cana-2814	370	1	table	table	NOUN
cana-2814	370	2	4	4	NUM
cana-2814	370	3	shows	show	VERB
cana-2814	370	4	the	the	DET
cana-2814	370	5	performance	performance	NOUN
cana-2814	370	6	of	of	ADP
cana-2814	370	7	seamless	seamless	ADJ
cana-2814	370	8	data	datum	NOUN
cana-2814	370	9	exchange	exchange	NOUN
cana-2814	370	10	supported	support	VERB
cana-2814	370	11	by	by	ADP
cana-2814	370	12	the	the	DET
cana-2814	370	13	network	network	NOUN
cana-2814	370	14	with	with	ADP
cana-2814	370	15	less	less	ADJ
cana-2814	370	16	than	than	ADP
cana-2814	370	17	1ms	1ms	ADJ
cana-2814	370	18	latency	latency	NOUN
cana-2814	370	19	and	and	CCONJ
cana-2814	370	20	1tbps	1tbps	NUM
cana-2814	370	21	bandwidth	bandwidth	NOUN
cana-2814	370	22	.	.	PUNCT
cana-2814	371	1	such	such	ADJ
cana-2814	371	2	capabilities	capability	NOUN
cana-2814	371	3	enable	enable	VERB
cana-2814	371	4	the	the	DET
cana-2814	371	5	ability	ability	NOUN
cana-2814	371	6	for	for	SCONJ
cana-2814	371	7	vehicles	vehicle	NOUN
cana-2814	371	8	to	to	PART
cana-2814	371	9	communicate	communicate	VERB
cana-2814	371	10	in	in	ADP
cana-2814	371	11	real	real	ADJ
cana-2814	371	12	-	-	PUNCT
cana-2814	371	13	time	time	NOUN
cana-2814	371	14	with	with	ADP
cana-2814	371	15	one	one	NUM
cana-2814	371	16	another	another	DET
cana-2814	371	17	,	,	PUNCT
cana-2814	371	18	other	other	ADJ
cana-2814	371	19	vehicles	vehicle	NOUN
cana-2814	371	20	,	,	PUNCT
cana-2814	371	21	and	and	CCONJ
cana-2814	371	22	the	the	DET
cana-2814	371	23	surrounding	surround	VERB
cana-2814	371	24	infrastructure	infrastructure	NOUN
cana-2814	371	25	,	,	PUNCT
cana-2814	371	26	creating	create	VERB
cana-2814	371	27	added	add	VERB
cana-2814	371	28	safety	safety	NOUN
cana-2814	371	29	and	and	CCONJ
cana-2814	371	30	operational	operational	ADJ
cana-2814	371	31	efficiency	efficiency	NOUN
cana-2814	371	32	this	this	DET
cana-2814	371	33	unique	unique	ADJ
cana-2814	371	34	characteristic	characteristic	NOUN
cana-2814	371	35	,	,	PUNCT
cana-2814	371	36	along	along	ADP
cana-2814	371	37	with	with	ADP
cana-2814	371	38	the	the	DET
cana-2814	371	39	network	network	NOUN
cana-2814	371	40	slicing	slice	VERB
cana-2814	371	41	technology	technology	NOUN
cana-2814	371	42	,	,	PUNCT
cana-2814	371	43	allows	allow	VERB
cana-2814	371	44	6	6	NUM
cana-2814	371	45	g	g	NOUN
cana-2814	371	46	to	to	PART
cana-2814	371	47	better	well	ADV
cana-2814	371	48	allocate	allocate	VERB
cana-2814	371	49	available	available	ADJ
cana-2814	371	50	resources	resource	NOUN
cana-2814	371	51	to	to	PART
cana-2814	371	52	meet	meet	VERB
cana-2814	371	53	various	various	ADJ
cana-2814	371	54	communication	communication	NOUN
cana-2814	371	55	needs	need	NOUN
cana-2814	371	56	.	.	PUNCT
cana-2814	372	1	communications	communication	NOUN
cana-2814	372	2	on	on	ADP
cana-2814	372	3	applied	apply	VERB
cana-2814	372	4	nonlinear	nonlinear	ADJ
cana-2814	372	5	analysis	analysis	NOUN
cana-2814	372	6	issn	issn	NOUN
cana-2814	372	7	:	:	PUNCT
cana-2814	372	8	1074	1074	NUM
cana-2814	372	9	-	-	PUNCT
cana-2814	372	10	133x	133x	NUM
cana-2814	372	11	vol	vol	NOUN
cana-2814	372	12	32	32	NUM
cana-2814	372	13	no	no	NOUN
cana-2814	372	14	.	.	PUNCT
cana-2814	373	1	4s	4s	NUM
cana-2814	373	2	(	(	PUNCT
cana-2814	373	3	2025	2025	NUM
cana-2814	373	4	)	)	PUNCT
cana-2814	373	5	307	307	NUM
cana-2814	373	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	373	7	scalable	scalable	ADJ
cana-2814	373	8	and	and	CCONJ
cana-2814	373	9	efficient	efficient	ADJ
cana-2814	373	10	decentralised	decentralise	VERB
cana-2814	373	11	edge	edge	NOUN
cana-2814	373	12	computing	computing	NOUN
cana-2814	373	13	edge	edge	NOUN
cana-2814	373	14	computing	computing	NOUN
cana-2814	373	15	is	be	AUX
cana-2814	373	16	integral	integral	ADJ
cana-2814	373	17	to	to	ADP
cana-2814	373	18	the	the	DET
cana-2814	373	19	framework	framework	NOUN
cana-2814	373	20	’s	’s	PART
cana-2814	373	21	ability	ability	NOUN
cana-2814	373	22	to	to	PART
cana-2814	373	23	analyze	analyze	VERB
cana-2814	373	24	data	datum	NOUN
cana-2814	373	25	locally	locally	ADV
cana-2814	373	26	,	,	PUNCT
cana-2814	373	27	reducing	reduce	VERB
cana-2814	373	28	the	the	DET
cana-2814	373	29	need	need	NOUN
cana-2814	373	30	for	for	ADP
cana-2814	373	31	centralized	centralized	ADJ
cana-2814	373	32	servers	server	NOUN
cana-2814	373	33	and	and	CCONJ
cana-2814	373	34	minimizing	minimize	VERB
cana-2814	373	35	latency	latency	NOUN
cana-2814	373	36	.	.	PUNCT
cana-2814	374	1	table	table	NOUN
cana-2814	374	2	5	5	NUM
cana-2814	374	3	illustrates	illustrate	VERB
cana-2814	374	4	that	that	SCONJ
cana-2814	374	5	edge	edge	NOUN
cana-2814	374	6	nodes	node	NOUN
cana-2814	374	7	can	can	AUX
cana-2814	374	8	attain	attain	VERB
cana-2814	374	9	a	a	DET
cana-2814	374	10	processing	processing	NOUN
cana-2814	374	11	latency	latency	NOUN
cana-2814	374	12	of	of	ADP
cana-2814	374	13	50	50	NUM
cana-2814	374	14	ms	ms	NOUN
cana-2814	374	15	with	with	ADP
cana-2814	374	16	an	an	DET
cana-2814	374	17	energy	energy	NOUN
cana-2814	374	18	efficiency	efficiency	NOUN
cana-2814	374	19	of	of	ADP
cana-2814	374	20	85	85	NUM
cana-2814	374	21	%	%	NOUN
cana-2814	374	22	,	,	PUNCT
cana-2814	374	23	highlighting	highlight	VERB
cana-2814	374	24	their	their	PRON
cana-2814	374	25	contribution	contribution	NOUN
cana-2814	374	26	to	to	ADP
cana-2814	374	27	improving	improve	VERB
cana-2814	374	28	the	the	DET
cana-2814	374	29	system	system	NOUN
cana-2814	374	30	's	's	PART
cana-2814	374	31	responsiveness	responsiveness	NOUN
cana-2814	374	32	.	.	PUNCT
cana-2814	375	1	the	the	DET
cana-2814	375	2	edge	edge	NOUN
cana-2814	375	3	nodes	node	NOUN
cana-2814	375	4	have	have	AUX
cana-2814	375	5	been	be	AUX
cana-2814	375	6	integrated	integrate	VERB
cana-2814	375	7	with	with	ADP
cana-2814	375	8	the	the	DET
cana-2814	375	9	blockchain	blockchain	NOUN
cana-2814	375	10	for	for	ADP
cana-2814	375	11	security	security	NOUN
cana-2814	375	12	purpose	purpose	NOUN
cana-2814	375	13	and	and	CCONJ
cana-2814	375	14	efficient	efficient	ADJ
cana-2814	375	15	data	datum	NOUN
cana-2814	375	16	management	management	NOUN
cana-2814	375	17	and	and	CCONJ
cana-2814	375	18	model	model	NOUN
cana-2814	375	19	compression	compression	NOUN
cana-2814	375	20	techniques	technique	NOUN
cana-2814	375	21	have	have	AUX
cana-2814	375	22	also	also	ADV
cana-2814	375	23	been	be	AUX
cana-2814	375	24	utilized	utilize	VERB
cana-2814	375	25	for	for	ADP
cana-2814	375	26	enabling	enable	VERB
cana-2814	375	27	the	the	DET
cana-2814	375	28	machine	machine	NOUN
cana-2814	375	29	learning	learn	VERB
cana-2814	375	30	algorithms	algorithm	NOUN
cana-2814	375	31	to	to	PART
cana-2814	375	32	run	run	VERB
cana-2814	375	33	on	on	ADP
cana-2814	375	34	resource	resource	NOUN
cana-2814	375	35	constrained	constrain	VERB
cana-2814	375	36	devices	device	NOUN
cana-2814	375	37	.	.	PUNCT
cana-2814	376	1	aside	aside	ADV
cana-2814	376	2	from	from	ADP
cana-2814	376	3	improving	improve	VERB
cana-2814	376	4	scalability	scalability	NOUN
cana-2814	376	5	,	,	PUNCT
cana-2814	376	6	this	this	DET
cana-2814	376	7	decentralised	decentralise	VERB
cana-2814	376	8	approach	approach	NOUN
cana-2814	376	9	strengthens	strengthen	VERB
cana-2814	376	10	the	the	DET
cana-2814	376	11	system	system	NOUN
cana-2814	376	12	’s	’s	PART
cana-2814	376	13	resistance	resistance	NOUN
cana-2814	376	14	to	to	ADP
cana-2814	376	15	network	network	NOUN
cana-2814	376	16	failures	failure	NOUN
cana-2814	376	17	.	.	PUNCT
cana-2814	377	1	experimental	experimental	ADJ
cana-2814	377	2	verification	verification	NOUN
cana-2814	377	3	and	and	CCONJ
cana-2814	377	4	major	major	ADJ
cana-2814	377	5	takeaways	takeaway	NOUN
cana-2814	377	6	experimental	experimental	ADJ
cana-2814	377	7	evaluations	evaluation	NOUN
cana-2814	377	8	are	be	AUX
cana-2814	377	9	performed	perform	VERB
cana-2814	377	10	on	on	ADP
cana-2814	377	11	a	a	DET
cana-2814	377	12	simulated	simulate	VERB
cana-2814	377	13	6g	6g	NOUN
cana-2814	377	14	-	-	PUNCT
cana-2814	377	15	v2x	v2x	NOUN
cana-2814	377	16	test	test	NOUN
cana-2814	377	17	of	of	ADP
cana-2814	377	18	the	the	DET
cana-2814	377	19	proposed	propose	VERB
cana-2814	377	20	framework	framework	NOUN
cana-2814	377	21	.	.	PUNCT
cana-2814	378	1	the	the	DET
cana-2814	378	2	comparison	comparison	NOUN
cana-2814	378	3	analysis	analysis	NOUN
cana-2814	378	4	of	of	ADP
cana-2814	378	5	the	the	DET
cana-2814	378	6	framework	framework	NOUN
cana-2814	378	7	with	with	ADP
cana-2814	378	8	the	the	DET
cana-2814	378	9	traditional	traditional	ADJ
cana-2814	378	10	systems	system	NOUN
cana-2814	378	11	is	be	AUX
cana-2814	378	12	encapsulated	encapsulate	VERB
cana-2814	378	13	in	in	ADP
cana-2814	378	14	table	table	NOUN
cana-2814	378	15	10	10	NUM
cana-2814	378	16	,	,	PUNCT
cana-2814	378	17	which	which	PRON
cana-2814	378	18	shows	show	VERB
cana-2814	378	19	that	that	SCONJ
cana-2814	378	20	framework	framework	NOUN
cana-2814	378	21	outperforms	outperform	VERB
cana-2814	378	22	traditional	traditional	ADJ
cana-2814	378	23	systems	system	NOUN
cana-2814	378	24	achieving	achieve	VERB
cana-2814	378	25	the	the	DET
cana-2814	378	26	latency	latency	NOUN
cana-2814	378	27	of	of	ADP
cana-2814	378	28	the	the	DET
cana-2814	378	29	framework	framework	NOUN
cana-2814	378	30	within	within	ADP
cana-2814	378	31	1	1	NUM
cana-2814	378	32	ms	ms	NOUN
cana-2814	378	33	while	while	SCONJ
cana-2814	378	34	the	the	DET
cana-2814	378	35	accuracy	accuracy	NOUN
cana-2814	378	36	can	can	AUX
cana-2814	378	37	reach	reach	VERB
cana-2814	378	38	up	up	ADP
cana-2814	378	39	to	to	PART
cana-2814	378	40	97	97	NUM
cana-2814	378	41	%	%	NOUN
cana-2814	378	42	.	.	PUNCT
cana-2814	379	1	figures	figure	NOUN
cana-2814	379	2	3	3	NUM
cana-2814	379	3	to	to	PART
cana-2814	379	4	7	7	NUM
cana-2814	379	5	present	present	ADJ
cana-2814	379	6	visual	visual	ADJ
cana-2814	379	7	analysis	analysis	NOUN
cana-2814	379	8	to	to	PART
cana-2814	379	9	substantiate	substantiate	VERB
cana-2814	379	10	these	these	DET
cana-2814	379	11	findings	finding	NOUN
cana-2814	379	12	,	,	PUNCT
cana-2814	379	13	showcasing	showcase	VERB
cana-2814	379	14	the	the	DET
cana-2814	379	15	capability	capability	NOUN
cana-2814	379	16	for	for	SCONJ
cana-2814	379	17	the	the	DET
cana-2814	379	18	framework	framework	NOUN
cana-2814	379	19	to	to	PART
cana-2814	379	20	retain	retain	VERB
cana-2814	379	21	consistent	consistent	ADJ
cana-2814	379	22	performance	performance	NOUN
cana-2814	379	23	across	across	ADP
cana-2814	379	24	diverse	diverse	ADJ
cana-2814	379	25	traffic	traffic	NOUN
cana-2814	379	26	loads	load	NOUN
cana-2814	379	27	and	and	CCONJ
cana-2814	379	28	dynamic	dynamic	ADJ
cana-2814	379	29	conditions	condition	NOUN
cana-2814	379	30	.	.	PUNCT
cana-2814	380	1	these	these	DET
cana-2814	380	2	results	result	NOUN
cana-2814	380	3	confirm	confirm	VERB
cana-2814	380	4	that	that	SCONJ
cana-2814	380	5	the	the	DET
cana-2814	380	6	framework	framework	NOUN
cana-2814	380	7	is	be	AUX
cana-2814	380	8	ready	ready	ADJ
cana-2814	380	9	for	for	ADP
cana-2814	380	10	real	real	ADJ
cana-2814	380	11	-	-	PUNCT
cana-2814	380	12	world	world	NOUN
cana-2814	380	13	deployment	deployment	NOUN
cana-2814	380	14	in	in	ADP
cana-2814	380	15	autonomous	autonomous	ADJ
cana-2814	380	16	vehicle	vehicle	NOUN
cana-2814	380	17	networks	network	NOUN
cana-2814	380	18	.	.	PUNCT
cana-2814	381	1	future	future	ADJ
cana-2814	381	2	implications	implication	NOUN
cana-2814	381	3	and	and	CCONJ
cana-2814	381	4	directions	direction	NOUN
cana-2814	381	5	future	future	ADJ
cana-2814	381	6	implications	implication	NOUN
cana-2814	381	7	and	and	CCONJ
cana-2814	381	8	directions	direction	NOUN
cana-2814	381	9	this	this	DET
cana-2814	381	10	proposed	propose	VERB
cana-2814	381	11	framework	framework	NOUN
cana-2814	381	12	is	be	AUX
cana-2814	381	13	a	a	DET
cana-2814	381	14	significant	significant	ADJ
cana-2814	381	15	contribution	contribution	NOUN
cana-2814	381	16	to	to	ADP
cana-2814	381	17	the	the	DET
cana-2814	381	18	advancement	advancement	NOUN
cana-2814	381	19	of	of	ADP
cana-2814	381	20	intelligent	intelligent	ADJ
cana-2814	381	21	transportation	transportation	NOUN
cana-2814	381	22	systems	system	NOUN
cana-2814	381	23	and	and	CCONJ
cana-2814	381	24	smart	smart	ADJ
cana-2814	381	25	cities	city	NOUN
cana-2814	381	26	.	.	PUNCT
cana-2814	382	1	the	the	DET
cana-2814	382	2	low	low	ADJ
cana-2814	382	3	latency	latency	NOUN
cana-2814	382	4	allows	allow	VERB
cana-2814	382	5	to	to	PART
cana-2814	382	6	solve	solve	VERB
cana-2814	382	7	mayor	mayor	NOUN
cana-2814	382	8	issues	issue	NOUN
cana-2814	382	9	that	that	PRON
cana-2814	382	10	v2x	v2x	VERB
cana-2814	382	11	communication	communication	NOUN
cana-2814	382	12	faces	face	NOUN
cana-2814	382	13	,	,	PUNCT
cana-2814	382	14	setting	set	VERB
cana-2814	382	15	a	a	DET
cana-2814	382	16	solid	solid	ADJ
cana-2814	382	17	base	base	NOUN
cana-2814	382	18	for	for	ADP
cana-2814	382	19	the	the	DET
cana-2814	382	20	future	future	NOUN
cana-2814	382	21	of	of	ADP
cana-2814	382	22	in	in	ADP
cana-2814	382	23	-	-	PUNCT
cana-2814	382	24	vehicle	vehicle	NOUN
cana-2814	382	25	technology	technology	NOUN
cana-2814	382	26	,	,	PUNCT
cana-2814	382	27	particularly	particularly	ADV
cana-2814	382	28	autonomous	autonomous	ADJ
cana-2814	382	29	vehicles	vehicle	NOUN
cana-2814	382	30	.	.	PUNCT
cana-2814	383	1	nevertheless	nevertheless	ADV
cana-2814	383	2	,	,	PUNCT
cana-2814	383	3	some	some	DET
cana-2814	383	4	paths	path	NOUN
cana-2814	383	5	for	for	ADP
cana-2814	383	6	future	future	ADJ
cana-2814	383	7	investigation	investigation	NOUN
cana-2814	383	8	remain	remain	VERB
cana-2814	383	9	.	.	PUNCT
cana-2814	384	1	advanced	advanced	ADJ
cana-2814	384	2	cryptographic	cryptographic	ADJ
cana-2814	384	3	techniques	technique	NOUN
cana-2814	384	4	,	,	PUNCT
cana-2814	384	5	like	like	ADP
cana-2814	384	6	homomorphic	homomorphic	ADJ
cana-2814	384	7	encryption	encryption	NOUN
cana-2814	384	8	and	and	CCONJ
cana-2814	384	9	zero	zero	NUM
cana-2814	384	10	-	-	PUNCT
cana-2814	384	11	knowledge	knowledge	NOUN
cana-2814	384	12	proofs	proof	NOUN
cana-2814	384	13	,	,	PUNCT
cana-2814	384	14	could	could	AUX
cana-2814	384	15	be	be	AUX
cana-2814	384	16	used	use	VERB
cana-2814	384	17	to	to	PART
cana-2814	384	18	further	far	ADV
cana-2814	384	19	improve	improve	VERB
cana-2814	384	20	the	the	DET
cana-2814	384	21	privacy	privacy	NOUN
cana-2814	384	22	and	and	CCONJ
cana-2814	384	23	security	security	NOUN
cana-2814	384	24	of	of	ADP
cana-2814	384	25	the	the	DET
cana-2814	384	26	data	datum	NOUN
cana-2814	384	27	.	.	PUNCT
cana-2814	385	1	in	in	ADP
cana-2814	385	2	addition	addition	NOUN
cana-2814	385	3	,	,	PUNCT
cana-2814	385	4	the	the	DET
cana-2814	385	5	adaptation	adaptation	NOUN
cana-2814	385	6	of	of	ADP
cana-2814	385	7	energy	energy	NOUN
cana-2814	385	8	-	-	PUNCT
cana-2814	385	9	efficient	efficient	ADJ
cana-2814	385	10	blockchain	blockchain	PROPN
cana-2814	385	11	consensus	consensus	NOUN
cana-2814	385	12	protocols	protocol	NOUN
cana-2814	385	13	and	and	CCONJ
cana-2814	385	14	lightweight	lightweight	ADJ
cana-2814	385	15	ml	ml	NOUN
cana-2814	385	16	models	model	NOUN
cana-2814	385	17	will	will	AUX
cana-2814	385	18	also	also	ADV
cana-2814	385	19	help	help	VERB
cana-2814	385	20	to	to	PART
cana-2814	385	21	reduce	reduce	VERB
cana-2814	385	22	resource	resource	NOUN
cana-2814	385	23	usage	usage	NOUN
cana-2814	385	24	.	.	PUNCT
cana-2814	386	1	scalability	scalability	NOUN
cana-2814	386	2	and	and	CCONJ
cana-2814	386	3	interoperability	interoperability	NOUN
cana-2814	386	4	of	of	ADP
cana-2814	386	5	the	the	DET
cana-2814	386	6	framework	framework	NOUN
cana-2814	386	7	are	be	AUX
cana-2814	386	8	further	further	ADJ
cana-2814	386	9	and	and	CCONJ
cana-2814	386	10	crucial	crucial	ADJ
cana-2814	386	11	aspect	aspect	NOUN
cana-2814	386	12	for	for	ADP
cana-2814	386	13	investigation	investigation	NOUN
cana-2814	386	14	in	in	ADP
cana-2814	386	15	the	the	DET
cana-2814	386	16	future	future	NOUN
cana-2814	386	17	.	.	PUNCT
cana-2814	387	1	with	with	ADP
cana-2814	387	2	an	an	DET
cana-2814	387	3	increasing	increase	VERB
cana-2814	387	4	number	number	NOUN
cana-2814	387	5	of	of	ADP
cana-2814	387	6	connected	connected	ADJ
cana-2814	387	7	vehicles	vehicle	NOUN
cana-2814	387	8	and	and	CCONJ
cana-2814	387	9	devices	device	NOUN
cana-2814	387	10	,	,	PUNCT
cana-2814	387	11	seamless	seamless	ADJ
cana-2814	387	12	communication	communication	NOUN
cana-2814	387	13	across	across	ADP
cana-2814	387	14	varied	varied	ADJ
cana-2814	387	15	systems	system	NOUN
cana-2814	387	16	will	will	AUX
cana-2814	387	17	become	become	VERB
cana-2814	387	18	vital	vital	ADJ
cana-2814	387	19	.	.	PUNCT
cana-2814	388	1	establishing	establish	VERB
cana-2814	388	2	standardized	standardized	ADJ
cana-2814	388	3	protocols	protocol	NOUN
cana-2814	388	4	and	and	CCONJ
cana-2814	388	5	frameworks	framework	NOUN
cana-2814	388	6	can	can	AUX
cana-2814	388	7	aid	aid	VERB
cana-2814	388	8	in	in	ADP
cana-2814	388	9	this	this	DET
cana-2814	388	10	interoperability	interoperability	NOUN
cana-2814	388	11	for	for	ADP
cana-2814	388	12	the	the	DET
cana-2814	388	13	widespread	widespread	ADJ
cana-2814	388	14	implementation	implementation	NOUN
cana-2814	388	15	of	of	ADP
cana-2814	388	16	autonomous	autonomous	ADJ
cana-2814	388	17	vehicular	vehicular	ADJ
cana-2814	388	18	networks	network	NOUN
cana-2814	388	19	.	.	PUNCT
cana-2814	389	1	in	in	ADP
cana-2814	389	2	addition	addition	NOUN
cana-2814	389	3	,	,	PUNCT
cana-2814	389	4	combining	combine	VERB
cana-2814	389	5	the	the	DET
cana-2814	389	6	suggested	suggest	VERB
cana-2814	389	7	framework	framework	NOUN
cana-2814	389	8	with	with	ADP
cana-2814	389	9	new	new	ADJ
cana-2814	389	10	technologies	technology	NOUN
cana-2814	389	11	like	like	ADP
cana-2814	389	12	quantum	quantum	NOUN
cana-2814	389	13	computing	computing	NOUN
cana-2814	389	14	and	and	CCONJ
cana-2814	389	15	aiot	aiot	NOUN
cana-2814	389	16	have	have	VERB
cana-2814	389	17	a	a	DET
cana-2814	389	18	lot	lot	NOUN
cana-2814	389	19	of	of	ADP
cana-2814	389	20	potential	potential	NOUN
cana-2814	389	21	for	for	ADP
cana-2814	389	22	enhancing	enhance	VERB
cana-2814	389	23	the	the	DET
cana-2814	389	24	functionalities	functionality	NOUN
cana-2814	389	25	of	of	ADP
cana-2814	389	26	v2x	v2x	VERB
cana-2814	389	27	communication	communication	NOUN
cana-2814	389	28	systems	system	NOUN
cana-2814	389	29	.	.	PUNCT
cana-2814	390	1	overall	overall	ADV
cana-2814	390	2	,	,	PUNCT
cana-2814	390	3	the	the	DET
cana-2814	390	4	work	work	NOUN
cana-2814	390	5	shows	show	VERB
cana-2814	390	6	that	that	SCONJ
cana-2814	390	7	the	the	DET
cana-2814	390	8	suggested	suggest	VERB
cana-2814	390	9	framework	framework	NOUN
cana-2814	390	10	can	can	AUX
cana-2814	390	11	effectively	effectively	ADV
cana-2814	390	12	combine	combine	VERB
cana-2814	390	13	unitary	unitary	ADJ
cana-2814	390	14	components	component	NOUN
cana-2814	390	15	of	of	ADP
cana-2814	390	16	blockchain	blockchain	PROPN
cana-2814	390	17	,	,	PUNCT
cana-2814	390	18	machine	machine	NOUN
cana-2814	390	19	learning	learning	NOUN
cana-2814	390	20	,	,	PUNCT
cana-2814	390	21	and	and	CCONJ
cana-2814	390	22	6	6	NUM
cana-2814	390	23	g	g	NOUN
cana-2814	390	24	systems	system	NOUN
cana-2814	390	25	and	and	CCONJ
cana-2814	390	26	leverage	leverage	VERB
cana-2814	390	27	their	their	PRON
cana-2814	390	28	advantages	advantage	NOUN
cana-2814	390	29	to	to	PART
cana-2814	390	30	develop	develop	VERB
cana-2814	390	31	a	a	DET
cana-2814	390	32	secure	secure	ADJ
cana-2814	390	33	,	,	PUNCT
cana-2814	390	34	transparent	transparent	ADJ
cana-2814	390	35	,	,	PUNCT
cana-2814	390	36	and	and	CCONJ
cana-2814	390	37	scalable	scalable	ADJ
cana-2814	390	38	automobile	automobile	NOUN
cana-2814	390	39	communication	communication	NOUN
cana-2814	390	40	architecture	architecture	NOUN
cana-2814	390	41	.	.	PUNCT
cana-2814	391	1	in	in	ADP
cana-2814	391	2	summary	summary	NOUN
cana-2814	391	3	,	,	PUNCT
cana-2814	391	4	the	the	DET
cana-2814	391	5	results	result	NOUN
cana-2814	391	6	and	and	CCONJ
cana-2814	391	7	analyses	analysis	NOUN
cana-2814	391	8	of	of	ADP
cana-2814	391	9	the	the	DET
cana-2814	391	10	experiment	experiment	NOUN
cana-2814	391	11	presented	present	VERB
cana-2814	391	12	in	in	ADP
cana-2814	391	13	this	this	DET
cana-2814	391	14	paper	paper	NOUN
cana-2814	391	15	highlight	highlight	VERB
cana-2814	391	16	the	the	DET
cana-2814	391	17	strength	strength	NOUN
cana-2814	391	18	of	of	ADP
cana-2814	391	19	the	the	DET
cana-2814	391	20	framework	framework	NOUN
cana-2814	391	21	in	in	ADP
cana-2814	391	22	tackling	tackle	VERB
cana-2814	391	23	the	the	DET
cana-2814	391	24	challenges	challenge	NOUN
cana-2814	391	25	of	of	ADP
cana-2814	391	26	v2x	v2x	VERB
cana-2814	391	27	communication	communication	NOUN
cana-2814	391	28	,	,	PUNCT
cana-2814	391	29	as	as	ADV
cana-2814	391	30	well	well	ADV
cana-2814	391	31	as	as	ADP
cana-2814	391	32	its	its	PRON
cana-2814	391	33	suitability	suitability	NOUN
cana-2814	391	34	for	for	ADP
cana-2814	391	35	large	large	ADJ
cana-2814	391	36	-	-	PUNCT
cana-2814	391	37	scale	scale	NOUN
cana-2814	391	38	deployment	deployment	NOUN
cana-2814	391	39	in	in	ADP
cana-2814	391	40	future	future	ADJ
cana-2814	391	41	transportation	transportation	NOUN
cana-2814	391	42	ecosystems	ecosystem	NOUN
cana-2814	391	43	.	.	PUNCT
cana-2814	392	1	leveraging	leverage	VERB
cana-2814	392	2	the	the	DET
cana-2814	392	3	synergies	synergy	NOUN
cana-2814	392	4	of	of	ADP
cana-2814	392	5	distributed	distribute	VERB
cana-2814	392	6	data	data	NOUN
cana-2814	392	7	management	management	NOUN
cana-2814	392	8	,	,	PUNCT
cana-2814	392	9	predictive	predictive	ADJ
cana-2814	392	10	analytics	analytic	NOUN
cana-2814	392	11	,	,	PUNCT
cana-2814	392	12	and	and	CCONJ
cana-2814	392	13	ultra	ultra	ADJ
cana-2814	392	14	-	-	ADJ
cana-2814	392	15	low	low	ADJ
cana-2814	392	16	latency	latency	NOUN
cana-2814	392	17	communication	communication	NOUN
cana-2814	392	18	,	,	PUNCT
cana-2814	392	19	the	the	DET
cana-2814	392	20	framework	framework	NOUN
cana-2814	392	21	creates	create	VERB
cana-2814	392	22	the	the	DET
cana-2814	392	23	conditions	condition	NOUN
cana-2814	392	24	to	to	PART
cana-2814	392	25	support	support	VERB
cana-2814	392	26	smart	smart	ADJ
cana-2814	392	27	,	,	PUNCT
cana-2814	392	28	efficient	efficient	ADJ
cana-2814	392	29	and	and	CCONJ
cana-2814	392	30	sustainable	sustainable	ADJ
cana-2814	392	31	transportation	transportation	NOUN
cana-2814	392	32	eco	eco	NOUN
cana-2814	392	33	-	-	PUNCT
cana-2814	392	34	systems	system	NOUN
cana-2814	392	35	.	.	PUNCT
cana-2814	393	1	these	these	DET
cana-2814	393	2	findings	finding	NOUN
cana-2814	393	3	would	would	AUX
cana-2814	393	4	ultimately	ultimately	ADV
cana-2814	393	5	serve	serve	VERB
cana-2814	393	6	as	as	ADP
cana-2814	393	7	the	the	DET
cana-2814	393	8	groundwork	groundwork	NOUN
cana-2814	393	9	necessary	necessary	ADJ
cana-2814	393	10	for	for	ADP
cana-2814	393	11	safer	safe	ADJ
cana-2814	393	12	autonomous	autonomous	ADJ
cana-2814	393	13	vehicles	vehicle	NOUN
cana-2814	393	14	and	and	CCONJ
cana-2814	393	15	for	for	ADP
cana-2814	393	16	the	the	DET
cana-2814	393	17	development	development	NOUN
cana-2814	393	18	of	of	ADP
cana-2814	393	19	smart	smart	ADJ
cana-2814	393	20	and	and	CCONJ
cana-2814	393	21	connected	connected	ADJ
cana-2814	393	22	cities	city	NOUN
cana-2814	393	23	.	.	PUNCT
cana-2814	394	1	references	reference	NOUN
cana-2814	394	2	:	:	PUNCT
cana-2814	395	1	[	[	X
cana-2814	395	2	1	1	NUM
cana-2814	395	3	]	]	X
cana-2814	395	4	casetti	casetti	PROPN
cana-2814	395	5	,	,	PUNCT
cana-2814	395	6	claudio	claudio	NOUN
cana-2814	395	7	,	,	PUNCT
cana-2814	395	8	et	et	PROPN
cana-2814	395	9	al	al	PROPN
cana-2814	395	10	.	.	PUNCT
cana-2814	395	11	"	"	PUNCT
cana-2814	395	12	ai	ai	VERB
cana-2814	395	13	/	/	SYM
cana-2814	395	14	ml	ml	NOUN
cana-2814	395	15	-	-	PUNCT
cana-2814	395	16	based	base	VERB
cana-2814	395	17	services	service	NOUN
cana-2814	395	18	and	and	CCONJ
cana-2814	395	19	applications	application	NOUN
cana-2814	395	20	for	for	ADP
cana-2814	395	21	6g	6g	NOUN
cana-2814	395	22	-	-	PUNCT
cana-2814	395	23	connected	connect	VERB
cana-2814	395	24	and	and	CCONJ
cana-2814	395	25	autonomous	autonomous	ADJ
cana-2814	395	26	vehicles	vehicle	NOUN
cana-2814	395	27	.	.	PUNCT
cana-2814	395	28	"	"	PUNCT
cana-2814	396	1	computer	computer	NOUN
cana-2814	396	2	networks	network	NOUN
cana-2814	396	3	255	255	NUM
cana-2814	396	4	(	(	PUNCT
cana-2814	396	5	2024	2024	NUM
cana-2814	396	6	):	):	PUNCT
cana-2814	396	7	110854	110854	NUM
cana-2814	396	8	.	.	PUNCT
cana-2814	397	1	[	[	X
cana-2814	397	2	2	2	NUM
cana-2814	397	3	]	]	X
cana-2814	397	4	ahmad	ahmad	PROPN
cana-2814	397	5	,	,	PUNCT
cana-2814	397	6	jameel	jameel	PROPN
cana-2814	397	7	,	,	PUNCT
cana-2814	397	8	et	et	PROPN
cana-2814	397	9	al	al	PROPN
cana-2814	397	10	.	.	PUNCT
cana-2814	397	11	"	"	PUNCT
cana-2814	397	12	machine	machine	NOUN
cana-2814	397	13	learning	learning	NOUN
cana-2814	397	14	and	and	CCONJ
cana-2814	397	15	blockchain	blockchain	PROPN
cana-2814	397	16	technologies	technology	NOUN
cana-2814	397	17	for	for	ADP
cana-2814	397	18	cybersecurity	cybersecurity	NOUN
cana-2814	397	19	in	in	ADP
cana-2814	397	20	connected	connected	ADJ
cana-2814	397	21	vehicles	vehicle	NOUN
cana-2814	397	22	.	.	PUNCT
cana-2814	397	23	"	"	PUNCT
cana-2814	398	1	wiley	wiley	PROPN
cana-2814	398	2	interdisciplinary	interdisciplinary	ADJ
cana-2814	398	3	reviews	review	NOUN
cana-2814	398	4	:	:	PUNCT
cana-2814	398	5	data	datum	NOUN
cana-2814	398	6	mining	mining	NOUN
cana-2814	398	7	and	and	CCONJ
cana-2814	398	8	knowledge	knowledge	NOUN
cana-2814	398	9	discovery	discovery	PROPN
cana-2814	398	10	14.1	14.1	NUM
cana-2814	398	11	(	(	PUNCT
cana-2814	398	12	2024	2024	NUM
cana-2814	398	13	):	):	PUNCT
cana-2814	398	14	e1515	e1515	NOUN
cana-2814	398	15	.	.	PUNCT
cana-2814	398	16	communications	communication	NOUN
cana-2814	398	17	on	on	ADP
cana-2814	398	18	applied	apply	VERB
cana-2814	398	19	nonlinear	nonlinear	ADJ
cana-2814	398	20	analysis	analysis	NOUN
cana-2814	398	21	issn	issn	NOUN
cana-2814	398	22	:	:	PUNCT
cana-2814	398	23	1074	1074	NUM
cana-2814	398	24	-	-	PUNCT
cana-2814	398	25	133x	133x	NUM
cana-2814	398	26	vol	vol	NOUN
cana-2814	398	27	32	32	NUM
cana-2814	398	28	no	no	NOUN
cana-2814	398	29	.	.	PUNCT
cana-2814	399	1	4s	4s	NUM
cana-2814	399	2	(	(	PUNCT
cana-2814	399	3	2025	2025	NUM
cana-2814	399	4	)	)	PUNCT
cana-2814	399	5	308	308	NUM
cana-2814	399	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2814	400	1	[	[	X
cana-2814	400	2	3	3	NUM
cana-2814	400	3	]	]	PUNCT
cana-2814	400	4	bhattacharya	bhattacharya	PROPN
cana-2814	400	5	,	,	PUNCT
cana-2814	400	6	pronaya	pronaya	PROPN
cana-2814	400	7	,	,	PUNCT
cana-2814	400	8	et	et	PROPN
cana-2814	400	9	al	al	PROPN
cana-2814	400	10	.	.	PUNCT
cana-2814	401	1	"	"	PUNCT
cana-2814	401	2	amalgamation	amalgamation	NOUN
cana-2814	401	3	of	of	ADP
cana-2814	401	4	blockchain	blockchain	PROPN
cana-2814	401	5	and	and	CCONJ
cana-2814	401	6	sixth‐generation‐envisioned	sixth‐generation‐envisione	VERB
cana-2814	401	7	responsive	responsive	ADJ
cana-2814	401	8	edge	edge	NOUN
cana-2814	401	9	orchestration	orchestration	NOUN
cana-2814	401	10	in	in	ADP
cana-2814	401	11	future	future	ADJ
cana-2814	401	12	cellular	cellular	ADJ
cana-2814	401	13	vehicle‐to‐anything	vehicle‐to‐anything	PROPN
cana-2814	401	14	ecosystems	ecosystem	NOUN
cana-2814	401	15	:	:	PUNCT
cana-2814	401	16	opportunities	opportunity	NOUN
cana-2814	401	17	and	and	CCONJ
cana-2814	401	18	challenges	challenge	NOUN
cana-2814	401	19	.	.	PUNCT
cana-2814	401	20	"	"	PUNCT
cana-2814	402	1	transactions	transaction	NOUN
cana-2814	402	2	on	on	ADP
cana-2814	402	3	emerging	emerge	VERB
cana-2814	402	4	telecommunications	telecommunication	NOUN
cana-2814	402	5	technologies	technology	NOUN
cana-2814	402	6	35.4	35.4	NUM
cana-2814	402	7	(	(	PUNCT
cana-2814	402	8	2024	2024	NUM
cana-2814	402	9	):	):	PUNCT
cana-2814	402	10	e4410	e4410	PROPN
cana-2814	402	11	.	.	PUNCT
cana-2814	403	1	[	[	X
cana-2814	403	2	4	4	NUM
cana-2814	403	3	]	]	X
cana-2814	403	4	alam	alam	PROPN
cana-2814	403	5	,	,	PUNCT
cana-2814	403	6	tanweer	tanweer	NOUN
cana-2814	403	7	.	.	PUNCT
cana-2814	404	1	"	"	PUNCT
cana-2814	404	2	data	datum	NOUN
cana-2814	404	3	privacy	privacy	NOUN
cana-2814	404	4	and	and	CCONJ
cana-2814	404	5	security	security	NOUN
cana-2814	404	6	in	in	ADP
cana-2814	404	7	autonomous	autonomous	ADJ
cana-2814	404	8	connected	connect	VERB
cana-2814	404	9	vehicles	vehicle	NOUN
cana-2814	404	10	in	in	ADP
cana-2814	404	11	smart	smart	ADJ
cana-2814	404	12	city	city	NOUN
cana-2814	404	13	environment	environment	NOUN
cana-2814	404	14	.	.	PUNCT
cana-2814	404	15	"	"	PUNCT
cana-2814	405	1	big	big	ADJ
cana-2814	405	2	data	datum	NOUN
cana-2814	405	3	and	and	CCONJ
cana-2814	405	4	cognitive	cognitive	ADJ
cana-2814	405	5	computing	compute	VERB
cana-2814	405	6	8.9	8.9	NUM
cana-2814	405	7	(	(	PUNCT
cana-2814	405	8	2024	2024	NUM
cana-2814	405	9	):	):	PUNCT
cana-2814	405	10	95	95	NUM
cana-2814	405	11	.	.	PUNCT
cana-2814	406	1	[	[	X
cana-2814	406	2	5	5	NUM
cana-2814	406	3	]	]	PUNCT
cana-2814	406	4	rishiwal	rishiwal	NOUN
cana-2814	406	5	,	,	PUNCT
cana-2814	406	6	vinay	vinay	PROPN
cana-2814	406	7	,	,	PUNCT
cana-2814	406	8	et	et	PROPN
cana-2814	406	9	al	al	PROPN
cana-2814	406	10	.	.	PUNCT
cana-2814	407	1	"	"	PUNCT
cana-2814	407	2	exploring	explore	VERB
cana-2814	407	3	secure	secure	ADJ
cana-2814	407	4	v2x	v2x	NOUN
cana-2814	407	5	communication	communication	NOUN
cana-2814	407	6	networks	network	NOUN
cana-2814	407	7	for	for	ADP
cana-2814	407	8	human	human	ADJ
cana-2814	407	9	-	-	PUNCT
cana-2814	407	10	centric	centric	NOUN
cana-2814	407	11	security	security	NOUN
cana-2814	407	12	and	and	CCONJ
cana-2814	407	13	privacy	privacy	NOUN
cana-2814	407	14	in	in	ADP
cana-2814	407	15	smart	smart	ADJ
cana-2814	407	16	cities	city	NOUN
cana-2814	407	17	.	.	PUNCT
cana-2814	407	18	"	"	PUNCT
cana-2814	407	19	ieee	ieee	NOUN
cana-2814	407	20	access	access	NOUN
cana-2814	407	21	(	(	PUNCT
cana-2814	407	22	2024	2024	NUM
cana-2814	407	23	)	)	PUNCT
cana-2814	407	24	.	.	PUNCT
cana-2814	408	1	[	[	X
cana-2814	408	2	6	6	NUM
cana-2814	408	3	]	]	PUNCT
cana-2814	408	4	vybornova	vybornova	PROPN
cana-2814	408	5	,	,	PUNCT
cana-2814	408	6	ekaterina	ekaterina	PROPN
cana-2814	408	7	.	.	PUNCT
cana-2814	409	1	"	"	PUNCT
cana-2814	409	2	secure	secure	VERB
cana-2814	409	3	communication	communication	NOUN
cana-2814	409	4	protocols	protocol	NOUN
cana-2814	409	5	for	for	ADP
cana-2814	409	6	vehicle	vehicle	NOUN
cana-2814	409	7	-	-	PUNCT
cana-2814	409	8	to	to	ADP
cana-2814	409	9	-	-	PUNCT
cana-2814	409	10	vehicle	vehicle	NOUN
cana-2814	409	11	communication	communication	NOUN
cana-2814	409	12	in	in	ADP
cana-2814	409	13	autonomous	autonomous	ADJ
cana-2814	409	14	vehicles	vehicle	NOUN
cana-2814	409	15	.	.	PUNCT
cana-2814	409	16	"	"	PUNCT
cana-2814	410	1	distributed	distribute	VERB
cana-2814	410	2	learning	learning	NOUN
cana-2814	410	3	and	and	CCONJ
cana-2814	410	4	broad	broad	ADJ
cana-2814	410	5	applications	application	NOUN
cana-2814	410	6	in	in	ADP
cana-2814	410	7	scientific	scientific	ADJ
cana-2814	410	8	research	research	NOUN
cana-2814	410	9	10	10	NUM
cana-2814	410	10	(	(	PUNCT
cana-2814	410	11	2024	2024	NUM
cana-2814	410	12	):	):	PUNCT
cana-2814	410	13	179	179	NUM
cana-2814	410	14	-	-	SYM
cana-2814	410	15	2	2	NUM
cana-2814	410	16	[	[	X
cana-2814	410	17	7	7	NUM
cana-2814	410	18	]	]	SYM
cana-2814	410	19	alghamedy	alghamedy	ADJ
cana-2814	410	20	,	,	PUNCT
cana-2814	410	21	fatemah	fatemah	PROPN
cana-2814	410	22	h.	h.	PROPN
cana-2814	410	23	,	,	PUNCT
cana-2814	410	24	et	et	PROPN
cana-2814	410	25	al	al	PROPN
cana-2814	410	26	.	.	PUNCT
cana-2814	411	1	"	"	PUNCT
cana-2814	411	2	unlocking	unlock	VERB
cana-2814	411	3	a	a	DET
cana-2814	411	4	promising	promising	ADJ
cana-2814	411	5	future	future	NOUN
cana-2814	411	6	:	:	PUNCT
cana-2814	411	7	integrating	integrate	VERB
cana-2814	411	8	blockchain	blockchain	PROPN
cana-2814	411	9	technology	technology	PROPN
cana-2814	411	10	and	and	CCONJ
cana-2814	411	11	fl	fl	NOUN
cana-2814	411	12	-	-	PUNCT
cana-2814	411	13	iot	iot	NOUN
cana-2814	411	14	in	in	ADP
cana-2814	411	15	the	the	DET
cana-2814	411	16	journey	journey	NOUN
cana-2814	411	17	to	to	ADP
cana-2814	411	18	6	6	NUM
cana-2814	411	19	g.	g.	NOUN
cana-2814	411	20	"	"	PUNCT
cana-2814	411	21	ieee	ieee	NOUN
cana-2814	411	22	access	access	NOUN
cana-2814	411	23	(	(	PUNCT
cana-2814	411	24	2024	2024	NUM
cana-2814	411	25	)	)	PUNCT
cana-2814	411	26	.	.	PUNCT
cana-2814	412	1	[	[	X
cana-2814	412	2	8	8	NUM
cana-2814	412	3	]	]	X
cana-2814	412	4	yusuf	yusuf	PROPN
cana-2814	412	5	,	,	PUNCT
cana-2814	412	6	syed	syed	PROPN
cana-2814	412	7	adnan	adnan	PROPN
cana-2814	412	8	,	,	PUNCT
cana-2814	412	9	arshad	arshad	PROPN
cana-2814	412	10	khan	khan	PROPN
cana-2814	412	11	,	,	PUNCT
cana-2814	412	12	and	and	CCONJ
cana-2814	412	13	riad	riad	PROPN
cana-2814	412	14	souissi	souissi	PROPN
cana-2814	412	15	.	.	PUNCT
cana-2814	413	1	"	"	PUNCT
cana-2814	413	2	vehicle	vehicle	NOUN
cana-2814	413	3	-	-	PUNCT
cana-2814	413	4	to	to	ADP
cana-2814	413	5	-	-	PUNCT
cana-2814	413	6	everything	everything	PRON
cana-2814	413	7	(	(	PUNCT
cana-2814	413	8	v2x	v2x	VERB
cana-2814	413	9	)	)	PUNCT
cana-2814	413	10	in	in	ADP
cana-2814	413	11	the	the	DET
cana-2814	413	12	autonomous	autonomous	ADJ
cana-2814	413	13	vehicles	vehicle	NOUN
cana-2814	413	14	domain	domain	VERB
cana-2814	413	15	–	–	PUNCT
cana-2814	413	16	a	a	DET
cana-2814	413	17	technical	technical	ADJ
cana-2814	413	18	review	review	NOUN
cana-2814	413	19	of	of	ADP
cana-2814	413	20	communication	communication	NOUN
cana-2814	413	21	,	,	PUNCT
cana-2814	413	22	sensor	sensor	NOUN
cana-2814	413	23	,	,	PUNCT
cana-2814	413	24	and	and	CCONJ
cana-2814	413	25	ai	ai	VERB
cana-2814	413	26	technologies	technology	NOUN
cana-2814	413	27	for	for	ADP
cana-2814	413	28	road	road	NOUN
cana-2814	413	29	user	user	NOUN
cana-2814	413	30	safety	safety	NOUN
cana-2814	413	31	.	.	PUNCT
cana-2814	413	32	"	"	PUNCT
cana-2814	414	1	transportation	transportation	NOUN
cana-2814	414	2	research	research	NOUN
cana-2814	414	3	interdisciplinary	interdisciplinary	NOUN
cana-2814	414	4	perspectives	perspective	NOUN
cana-2814	414	5	23	23	NUM
cana-2814	414	6	(	(	PUNCT
cana-2814	414	7	2024	2024	NUM
cana-2814	414	8	):	):	PUNCT
cana-2814	414	9	100980	100980	NUM
cana-2814	414	10	.	.	PUNCT
cana-2814	415	1	[	[	X
cana-2814	415	2	9	9	NUM
cana-2814	415	3	]	]	SYM
cana-2814	415	4	jha	jha	PROPN
cana-2814	415	5	,	,	PUNCT
cana-2814	415	6	amitkumar	amitkumar	NOUN
cana-2814	415	7	v.	v.	PROPN
cana-2814	415	8	,	,	PUNCT
cana-2814	415	9	et	et	PROPN
cana-2814	415	10	al	al	PROPN
cana-2814	415	11	.	.	PUNCT
cana-2814	416	1	"	"	PUNCT
cana-2814	416	2	6	6	NUM
cana-2814	416	3	g	g	NOUN
cana-2814	416	4	for	for	ADP
cana-2814	416	5	intelligent	intelligent	ADJ
cana-2814	416	6	transportation	transportation	NOUN
cana-2814	416	7	systems	system	NOUN
cana-2814	416	8	:	:	PUNCT
cana-2814	416	9	standards	standard	NOUN
cana-2814	416	10	,	,	PUNCT
cana-2814	416	11	technologies	technology	NOUN
cana-2814	416	12	,	,	PUNCT
cana-2814	416	13	and	and	CCONJ
cana-2814	416	14	challenges	challenge	NOUN
cana-2814	416	15	.	.	PUNCT
cana-2814	416	16	"	"	PUNCT
cana-2814	417	1	telecommunication	telecommunication	NOUN
cana-2814	417	2	systems	system	NOUN
cana-2814	417	3	(	(	PUNCT
cana-2814	417	4	2024	2024	NUM
cana-2814	417	5	):	):	PUNCT
cana-2814	417	6	1	1	NUM
cana-2814	417	7	-	-	SYM
cana-2814	417	8	28	28	NUM
cana-2814	417	9	.	.	PUNCT
cana-2814	418	1	[	[	X
cana-2814	418	2	10	10	NUM
cana-2814	418	3	]	]	PUNCT
cana-2814	418	4	xu	xu	PROPN
cana-2814	418	5	,	,	PUNCT
cana-2814	418	6	ting	ting	PROPN
cana-2814	418	7	,	,	PUNCT
cana-2814	418	8	et	et	PROPN
cana-2814	418	9	al	al	PROPN
cana-2814	418	10	.	.	PUNCT
cana-2814	418	11	"	"	PUNCT
cana-2814	418	12	security	security	NOUN
cana-2814	418	13	and	and	CCONJ
cana-2814	418	14	privacy	privacy	NOUN
cana-2814	418	15	of	of	ADP
cana-2814	418	16	6	6	NUM
cana-2814	418	17	g	g	NOUN
cana-2814	418	18	wireless	wireless	ADJ
cana-2814	418	19	communication	communication	NOUN
cana-2814	418	20	using	use	VERB
cana-2814	418	21	fog	fog	NOUN
cana-2814	418	22	computing	computing	NOUN
cana-2814	418	23	and	and	CCONJ
cana-2814	418	24	multi	multi	ADJ
cana-2814	418	25	-	-	ADJ
cana-2814	418	26	access	access	ADJ
cana-2814	418	27	edge	edge	NOUN
cana-2814	418	28	computing	computing	NOUN
cana-2814	418	29	.	.	PUNCT
cana-2814	418	30	"	"	PUNCT
cana-2814	419	1	scalable	scalable	ADJ
cana-2814	419	2	computing	computing	NOUN
cana-2814	419	3	:	:	PUNCT
cana-2814	419	4	practice	practice	NOUN
cana-2814	419	5	and	and	CCONJ
cana-2814	419	6	experience	experience	NOUN
cana-2814	419	7	25.2	25.2	NUM
cana-2814	419	8	(	(	PUNCT
cana-2814	419	9	2024	2024	NUM
cana-2814	419	10	):	):	PUNCT
cana-2814	419	11	770	770	NUM
cana-2814	419	12	-	-	SYM
cana-2814	419	13	781	781	NUM
cana-2814	419	14	.	.	PUNCT
cana-2814	420	1	[	[	X
cana-2814	420	2	11	11	NUM
cana-2814	420	3	]	]	PUNCT
cana-2814	420	4	blika	blika	NOUN
cana-2814	420	5	,	,	PUNCT
cana-2814	420	6	afroditi	afroditi	ADV
cana-2814	420	7	,	,	PUNCT
cana-2814	420	8	et	et	PROPN
cana-2814	420	9	al	al	PROPN
cana-2814	420	10	.	.	PUNCT
cana-2814	420	11	"	"	PUNCT
cana-2814	420	12	federated	federated	ADJ
cana-2814	420	13	learning	learning	NOUN
cana-2814	420	14	for	for	ADP
cana-2814	420	15	enhanced	enhanced	ADJ
cana-2814	420	16	cybersecurity	cybersecurity	NOUN
cana-2814	420	17	and	and	CCONJ
cana-2814	420	18	trustworthiness	trustworthiness	NOUN
cana-2814	420	19	in	in	ADP
cana-2814	420	20	5	5	NUM
cana-2814	420	21	g	g	NOUN
cana-2814	420	22	and	and	CCONJ
cana-2814	420	23	6	6	NUM
cana-2814	420	24	g	g	NOUN
cana-2814	420	25	networks	network	NOUN
cana-2814	420	26	:	:	PUNCT
cana-2814	420	27	a	a	DET
cana-2814	420	28	comprehensive	comprehensive	ADJ
cana-2814	420	29	survey	survey	NOUN
cana-2814	420	30	.	.	PUNCT
cana-2814	420	31	"	"	PUNCT
cana-2814	420	32	ieee	ieee	PROPN
cana-2814	420	33	open	open	PROPN
cana-2814	420	34	journal	journal	NOUN
cana-2814	420	35	of	of	ADP
cana-2814	420	36	the	the	DET
cana-2814	420	37	communications	communication	NOUN
cana-2814	420	38	society	society	NOUN
cana-2814	420	39	(	(	PUNCT
cana-2814	420	40	2024	2024	NUM
cana-2814	420	41	)	)	PUNCT
cana-2814	420	42	.	.	PUNCT
cana-2814	421	1	[	[	X
cana-2814	421	2	12	12	NUM
cana-2814	421	3	]	]	X
cana-2814	421	4	hasan	hasan	PROPN
cana-2814	421	5	,	,	PUNCT
cana-2814	421	6	khan	khan	PROPN
cana-2814	421	7	maaz	maaz	PROPN
cana-2814	421	8	bin	bin	PROPN
cana-2814	421	9	,	,	PUNCT
cana-2814	421	10	et	et	PROPN
cana-2814	421	11	al	al	PROPN
cana-2814	421	12	.	.	PUNCT
cana-2814	422	1	"	"	PUNCT
cana-2814	422	2	blockchain	blockchain	PROPN
cana-2814	422	3	technology	technology	NOUN
cana-2814	422	4	meets	meet	VERB
cana-2814	422	5	6	6	NUM
cana-2814	422	6	g	g	NOUN
cana-2814	422	7	wireless	wireless	ADJ
cana-2814	422	8	networks	network	NOUN
cana-2814	422	9	:	:	PUNCT
cana-2814	422	10	a	a	DET
cana-2814	422	11	systematic	systematic	ADJ
cana-2814	422	12	survey	survey	NOUN
cana-2814	422	13	.	.	PUNCT
cana-2814	422	14	"	"	PUNCT
cana-2814	423	1	alexandria	alexandria	PROPN
cana-2814	423	2	engineering	engineering	PROPN
cana-2814	423	3	journal	journal	PROPN
cana-2814	423	4	92	92	NUM
cana-2814	423	5	(	(	PUNCT
cana-2814	423	6	2024	2024	NUM
cana-2814	423	7	):	):	PUNCT
cana-2814	423	8	199	199	NUM
cana-2814	423	9	-	-	SYM
cana-2814	423	10	220	220	NUM
cana-2814	423	11	.	.	PUNCT
cana-2814	424	1	[	[	X
cana-2814	424	2	13	13	NUM
cana-2814	424	3	]	]	SYM
cana-2814	424	4	razaque	razaque	NOUN
cana-2814	424	5	,	,	PUNCT
cana-2814	424	6	abdul	abdul	PROPN
cana-2814	424	7	,	,	PUNCT
cana-2814	424	8	et	et	PROPN
cana-2814	424	9	al	al	PROPN
cana-2814	424	10	.	.	PUNCT
cana-2814	425	1	"	"	PUNCT
cana-2814	425	2	blockchain	blockchain	NOUN
cana-2814	425	3	-	-	PUNCT
cana-2814	425	4	enabled	enable	VERB
cana-2814	425	5	heterogeneous	heterogeneous	ADJ
cana-2814	425	6	6	6	NUM
cana-2814	425	7	g	g	NOUN
cana-2814	425	8	supported	support	VERB
cana-2814	425	9	secure	secure	ADJ
cana-2814	425	10	vehicular	vehicular	ADJ
cana-2814	425	11	management	management	NOUN
cana-2814	425	12	system	system	NOUN
cana-2814	425	13	over	over	ADP
cana-2814	425	14	cloud	cloud	NOUN
cana-2814	425	15	edge	edge	NOUN
cana-2814	425	16	computing	compute	VERB
cana-2814	425	17	.	.	PUNCT
cana-2814	425	18	"	"	PUNCT
cana-2814	426	1	internet	internet	NOUN
cana-2814	426	2	of	of	ADP
cana-2814	426	3	things	thing	NOUN
cana-2814	426	4	25	25	NUM
cana-2814	426	5	(	(	PUNCT
cana-2814	426	6	2024	2024	NUM
cana-2814	426	7	):	):	PUNCT
cana-2814	426	8	101115	101115	NUM
cana-2814	426	9	.	.	PUNCT
cana-2814	427	1	[	[	X
cana-2814	427	2	14	14	NUM
cana-2814	427	3	]	]	PUNCT
cana-2814	427	4	rajalakshmi	rajalakshmi	NOUN
cana-2814	427	5	,	,	PUNCT
cana-2814	427	6	p.	p.	NOUN
cana-2814	427	7	"	"	PUNCT
cana-2814	427	8	towards	towards	ADP
cana-2814	427	9	6	6	NUM
cana-2814	427	10	g	g	NOUN
cana-2814	427	11	v2x	v2x	NOUN
cana-2814	427	12	sidelink	sidelink	ADJ
cana-2814	427	13	:	:	PUNCT
cana-2814	427	14	survey	survey	NOUN
cana-2814	427	15	of	of	ADP
cana-2814	427	16	resource	resource	NOUN
cana-2814	427	17	allocation	allocation	NOUN
cana-2814	427	18	-	-	PUNCT
cana-2814	427	19	mathematical	mathematical	ADJ
cana-2814	427	20	formulations	formulation	NOUN
cana-2814	427	21	,	,	PUNCT
cana-2814	427	22	challenges	challenge	NOUN
cana-2814	427	23	,	,	PUNCT
cana-2814	427	24	and	and	CCONJ
cana-2814	427	25	proposed	propose	VERB
cana-2814	427	26	solutions	solution	NOUN
cana-2814	427	27	.	.	PUNCT
cana-2814	427	28	"	"	PUNCT
cana-2814	428	1	ieee	ieee	PROPN
cana-2814	428	2	open	open	ADJ
cana-2814	428	3	journal	journal	NOUN
cana-2814	428	4	of	of	ADP
cana-2814	428	5	vehicular	vehicular	ADJ
cana-2814	428	6	technology	technology	NOUN
cana-2814	428	7	(	(	PUNCT
cana-2814	428	8	2024	2024	NUM
cana-2814	428	9	)	)	PUNCT
cana-2814	428	10	.	.	PUNCT
cana-2814	429	1	[	[	X
cana-2814	429	2	15	15	NUM
cana-2814	429	3	]	]	X
cana-2814	429	4	jadav	jadav	PROPN
cana-2814	429	5	,	,	PUNCT
cana-2814	429	6	nilesh	nilesh	PROPN
cana-2814	429	7	kumar	kumar	PROPN
cana-2814	429	8	,	,	PUNCT
cana-2814	429	9	et	et	PROPN
cana-2814	429	10	al	al	PROPN
cana-2814	429	11	.	.	PUNCT
cana-2814	430	1	"	"	PUNCT
cana-2814	430	2	blockchain	blockchain	PROPN
cana-2814	430	3	-	-	PUNCT
cana-2814	430	4	envisioned	envision	VERB
cana-2814	430	5	onion	onion	NOUN
cana-2814	430	6	routing	routing	NOUN
cana-2814	430	7	framework	framework	NOUN
cana-2814	430	8	for	for	ADP
cana-2814	430	9	internet	internet	NOUN
cana-2814	430	10	of	of	ADP
cana-2814	430	11	vehicles	vehicle	NOUN
cana-2814	430	12	communication	communication	NOUN
cana-2814	430	13	toward	toward	ADP
cana-2814	430	14	6	6	NUM
cana-2814	430	15	g.	g.	NOUN
cana-2814	430	16	"	"	PUNCT
cana-2814	430	17	ieee	ieee	NOUN
cana-2814	430	18	internet	internet	NOUN
cana-2814	430	19	of	of	ADP
cana-2814	430	20	things	thing	NOUN
cana-2814	430	21	magazine	magazine	NOUN
cana-2814	430	22	7.1	7.1	NUM
cana-2814	430	23	(	(	PUNCT
cana-2814	430	24	2024	2024	NUM
cana-2814	430	25	):	):	PUNCT
cana-2814	430	26	82	82	NUM
cana-2814	430	27	-	-	SYM
cana-2814	430	28	88	88	NUM
cana-2814	430	29	.	.	PUNCT
cana-2814	431	1	[	[	X
cana-2814	431	2	16	16	NUM
cana-2814	431	3	]	]	PUNCT
cana-2814	431	4	shamkuwar	shamkuwar	PROPN
cana-2814	431	5	,	,	PUNCT
cana-2814	431	6	sonal	sonal	NOUN
cana-2814	431	7	,	,	PUNCT
cana-2814	431	8	et	et	PROPN
cana-2814	431	9	al	al	PROPN
cana-2814	431	10	.	.	PUNCT
cana-2814	432	1	"	"	PUNCT
cana-2814	432	2	federated	federated	ADJ
cana-2814	432	3	learning	learning	NOUN
cana-2814	432	4	in	in	ADP
cana-2814	432	5	automated	automate	VERB
cana-2814	432	6	vehicles	vehicle	NOUN
cana-2814	432	7	.	.	PUNCT
cana-2814	432	8	"	"	PUNCT
cana-2814	433	1	international	international	ADJ
cana-2814	433	2	conference	conference	NOUN
cana-2814	433	3	on	on	ADP
cana-2814	433	4	artificial	artificial	ADJ
cana-2814	433	5	intelligence	intelligence	NOUN
cana-2814	433	6	and	and	CCONJ
cana-2814	433	7	smart	smart	ADJ
cana-2814	433	8	energy	energy	NOUN
cana-2814	433	9	.	.	PUNCT
cana-2814	434	1	cham	cham	PROPN
cana-2814	434	2	:	:	PUNCT
cana-2814	434	3	springer	springer	NOUN
cana-2814	434	4	nature	nature	PROPN
cana-2814	434	5	switzerland	switzerland	PROPN
cana-2814	434	6	,	,	PUNCT
cana-2814	434	7	2024	2024	NUM
cana-2814	435	1	[	[	X
cana-2814	435	2	17	17	NUM
cana-2814	435	3	]	]	X
cana-2814	435	4	zuo	zuo	PROPN
cana-2814	435	5	,	,	PUNCT
cana-2814	435	6	yiping	yiping	NOUN
cana-2814	435	7	,	,	PUNCT
cana-2814	435	8	et	et	PROPN
cana-2814	435	9	al	al	PROPN
cana-2814	435	10	.	.	PUNCT
cana-2814	436	1	"	"	PUNCT
cana-2814	436	2	secure	secure	ADJ
cana-2814	436	3	data	datum	NOUN
cana-2814	436	4	sharing	sharing	NOUN
cana-2814	436	5	for	for	ADP
cana-2814	436	6	autonomous	autonomous	ADJ
cana-2814	436	7	vehicles	vehicle	NOUN
cana-2814	436	8	in	in	ADP
cana-2814	436	9	mobile	mobile	PROPN
cana-2814	436	10	blockchain	blockchain	PROPN
cana-2814	436	11	networks	network	NOUN
cana-2814	436	12	.	.	PUNCT
cana-2814	436	13	"	"	PUNCT
cana-2814	436	14	ieee	ieee	NOUN
cana-2814	436	15	network	network	NOUN
cana-2814	436	16	(	(	PUNCT
cana-2814	436	17	2024	2024	NUM
cana-2814	436	18	)	)	PUNCT
cana-2814	436	19	.	.	PUNCT
cana-2814	437	1	[	[	X
cana-2814	437	2	18	18	NUM
cana-2814	437	3	]	]	SYM
cana-2814	437	4	okere	okere	PROPN
cana-2814	437	5	,	,	PUNCT
cana-2814	437	6	emmanuel	emmanuel	PROPN
cana-2814	437	7	ekene	ekene	PROPN
cana-2814	437	8	,	,	PUNCT
cana-2814	437	9	and	and	CCONJ
cana-2814	437	10	vipin	vipin	PROPN
cana-2814	437	11	balyan	balyan	NOUN
cana-2814	437	12	.	.	PUNCT
cana-2814	438	1	"	"	PUNCT
cana-2814	438	2	advances	advance	NOUN
cana-2814	438	3	in	in	ADP
cana-2814	438	4	blockchain	blockchain	PROPN
cana-2814	438	5	-	-	PUNCT
cana-2814	438	6	based	base	VERB
cana-2814	438	7	internet	internet	NOUN
cana-2814	438	8	of	of	ADP
cana-2814	438	9	vehicles	vehicle	NOUN
cana-2814	438	10	application	application	NOUN
cana-2814	438	11	:	:	PUNCT
cana-2814	438	12	prospect	prospect	NOUN
cana-2814	438	13	for	for	ADP
cana-2814	438	14	machine	machine	NOUN
cana-2814	438	15	learning	learning	NOUN
cana-2814	438	16	integration	integration	NOUN
cana-2814	438	17	.	.	PUNCT
cana-2814	438	18	"	"	PUNCT
cana-2814	439	1	future	future	ADJ
cana-2814	439	2	internet	internet	NOUN
cana-2814	439	3	16.12	16.12	NUM
cana-2814	439	4	(	(	PUNCT
cana-2814	439	5	2024	2024	NUM
cana-2814	439	6	):	):	PUNCT
cana-2814	439	7	449	449	NUM
cana-2814	439	8	.	.	PUNCT
cana-2814	440	1	[	[	X
cana-2814	440	2	19	19	NUM
cana-2814	440	3	]	]	X
cana-2814	440	4	naeem	naeem	PROPN
cana-2814	440	5	,	,	PUNCT
cana-2814	440	6	muhammad	muhammad	PROPN
cana-2814	440	7	ali	ali	PROPN
cana-2814	440	8	,	,	PUNCT
cana-2814	440	9	sushank	sushank	PROPN
cana-2814	440	10	chaudhary	chaudhary	PROPN
cana-2814	440	11	,	,	PUNCT
cana-2814	440	12	and	and	CCONJ
cana-2814	440	13	yahui	yahui	PROPN
cana-2814	440	14	meng	meng	PROPN
cana-2814	440	15	.	.	PUNCT
cana-2814	441	1	"	"	PUNCT
cana-2814	441	2	road	road	NOUN
cana-2814	441	3	to	to	ADP
cana-2814	441	4	efficiency	efficiency	NOUN
cana-2814	441	5	:	:	PUNCT
cana-2814	441	6	v2v	v2v	NOUN
cana-2814	441	7	enabled	enable	VERB
cana-2814	441	8	intelligent	intelligent	ADJ
cana-2814	441	9	transportation	transportation	NOUN
cana-2814	441	10	system	system	NOUN
cana-2814	441	11	.	.	PUNCT
cana-2814	441	12	"	"	PUNCT
cana-2814	442	1	electronics	electronic	NOUN
cana-2814	442	2	13.13	13.13	NUM
cana-2814	442	3	(	(	PUNCT
cana-2814	442	4	2024	2024	NUM
cana-2814	442	5	):	):	PUNCT
cana-2814	442	6	2673	2673	NUM
cana-2814	442	7	.	.	PUNCT
cana-2814	443	1	[	[	X
cana-2814	443	2	20	20	NUM
cana-2814	443	3	]	]	SYM
cana-2814	443	4	pawar	pawar	PROPN
cana-2814	443	5	,	,	PUNCT
cana-2814	443	6	vaishali	vaishali	PROPN
cana-2814	443	7	,	,	PUNCT
cana-2814	443	8	et	et	PROPN
cana-2814	443	9	al	al	PROPN
cana-2814	443	10	.	.	PUNCT
cana-2814	444	1	"	"	PUNCT
cana-2814	444	2	intelligent	intelligent	ADJ
cana-2814	444	3	transportation	transportation	NOUN
cana-2814	444	4	system	system	NOUN
cana-2814	444	5	with	with	ADP
cana-2814	444	6	5	5	NUM
cana-2814	444	7	g	g	NOUN
cana-2814	444	8	vehicle	vehicle	NOUN
cana-2814	444	9	-	-	PUNCT
cana-2814	444	10	to	to	ADP
cana-2814	444	11	-	-	PUNCT
cana-2814	444	12	everything	everything	PRON
cana-2814	444	13	(	(	PUNCT
cana-2814	444	14	v2x	v2x	NOUN
cana-2814	444	15	):	):	PUNCT
cana-2814	444	16	architectures	architecture	NOUN
cana-2814	444	17	,	,	PUNCT
cana-2814	444	18	vehicular	vehicular	ADJ
cana-2814	444	19	use	use	NOUN
cana-2814	444	20	cases	case	NOUN
cana-2814	444	21	,	,	PUNCT
cana-2814	444	22	emergency	emergency	NOUN
cana-2814	444	23	vehicles	vehicle	NOUN
cana-2814	444	24	,	,	PUNCT
cana-2814	444	25	current	current	ADJ
cana-2814	444	26	challenges	challenge	NOUN
cana-2814	444	27	and	and	CCONJ
cana-2814	444	28	future	future	ADJ
cana-2814	444	29	directions	direction	NOUN
cana-2814	444	30	.	.	PUNCT
cana-2814	444	31	"	"	PUNCT
cana-2814	445	1	ieee	ieee	NOUN
cana-2814	445	2	access	access	NOUN
cana-2814	445	3	(	(	PUNCT
cana-2814	445	4	2024	2024	NUM
cana-2814	445	5	)	)	PUNCT
cana-2814	445	6	.	.	PUNCT
cana-2814	446	1	[	[	X
cana-2814	446	2	21	21	NUM
cana-2814	446	3	]	]	X
cana-2814	446	4	sundar	sundar	NOUN
cana-2814	446	5	,	,	PUNCT
cana-2814	446	6	shyam	shyam	PROPN
cana-2814	446	7	,	,	PUNCT
cana-2814	446	8	krantiveer	krantiveer	PROPN
cana-2814	446	9	pundalik	pundalik	PROPN
cana-2814	446	10	,	,	PUNCT
cana-2814	446	11	and	and	CCONJ
cana-2814	446	12	ushma	ushma	PROPN
cana-2814	446	13	unnikrishnan	unnikrishnan	PROPN
cana-2814	446	14	.	.	PUNCT
cana-2814	447	1	contextual	contextual	ADJ
cana-2814	447	2	study	study	NOUN
cana-2814	447	3	of	of	ADP
cana-2814	447	4	security	security	NOUN
cana-2814	447	5	and	and	CCONJ
cana-2814	447	6	privacy	privacy	NOUN
cana-2814	447	7	in	in	ADP
cana-2814	447	8	v2x	v2x	VERB
cana-2814	447	9	communication	communication	NOUN
cana-2814	447	10	for	for	ADP
cana-2814	447	11	architecture	architecture	NOUN
cana-2814	447	12	&	&	CCONJ
cana-2814	447	13	networking	network	VERB
cana-2814	447	14	products	product	NOUN
cana-2814	447	15	.	.	PUNCT
cana-2814	448	1	no	no	INTJ
cana-2814	448	2	.	.	NOUN
cana-2814	449	1	2024	2024	NUM
cana-2814	449	2	-	-	SYM
cana-2814	449	3	28	28	NUM
cana-2814	449	4	-	-	PUNCT
cana-2814	449	5	0038	0038	NUM
cana-2814	449	6	.	.	PUNCT
cana-2814	450	1	sae	sae	PROPN
cana-2814	450	2	technical	technical	PROPN
cana-2814	450	3	paper	paper	PROPN
cana-2814	450	4	,	,	PUNCT
cana-2814	450	5	2024	2024	NUM
cana-2814	450	6	.	.	PUNCT
cana-2814	451	1	[	[	X
cana-2814	451	2	22	22	NUM
cana-2814	451	3	]	]	X
cana-2814	451	4	wang	wang	PROPN
cana-2814	451	5	,	,	PUNCT
cana-2814	451	6	shen	shen	PROPN
cana-2814	451	7	,	,	PUNCT
cana-2814	451	8	et	et	PROPN
cana-2814	451	9	al	al	PROPN
cana-2814	451	10	.	.	PUNCT
cana-2814	452	1	"	"	PUNCT
cana-2814	452	2	explainable	explainable	ADJ
cana-2814	452	3	ai	ai	VERB
cana-2814	452	4	for	for	ADP
cana-2814	452	5	6	6	NUM
cana-2814	452	6	g	g	NOUN
cana-2814	452	7	use	use	NOUN
cana-2814	452	8	cases	case	NOUN
cana-2814	452	9	:	:	PUNCT
cana-2814	452	10	technical	technical	ADJ
cana-2814	452	11	aspects	aspect	NOUN
cana-2814	452	12	and	and	CCONJ
cana-2814	452	13	research	research	NOUN
cana-2814	452	14	challenges	challenge	NOUN
cana-2814	452	15	.	.	PUNCT
cana-2814	452	16	"	"	PUNCT
cana-2814	453	1	ieee	ieee	PROPN
cana-2814	453	2	open	open	PROPN
cana-2814	453	3	journal	journal	NOUN
cana-2814	453	4	of	of	ADP
cana-2814	453	5	the	the	DET
cana-2814	453	6	communications	communication	NOUN
cana-2814	453	7	society	society	NOUN
cana-2814	453	8	(	(	PUNCT
cana-2814	453	9	2024	2024	NUM
cana-2814	453	10	)	)	PUNCT
cana-2814	453	11	.	.	PUNCT
cana-2814	454	1	[	[	X
cana-2814	454	2	23	23	NUM
cana-2814	454	3	]	]	X
cana-2814	454	4	priya	priya	PROPN
cana-2814	454	5	,	,	PUNCT
cana-2814	454	6	el	el	PROPN
cana-2814	454	7	dhivya	dhivya	PROPN
cana-2814	454	8	,	,	PUNCT
cana-2814	454	9	et	et	PROPN
cana-2814	454	10	al	al	PROPN
cana-2814	454	11	.	.	PUNCT
cana-2814	455	1	"	"	PUNCT
cana-2814	455	2	6	6	NUM
cana-2814	455	3	g	g	PROPN
cana-2814	455	4	wireless	wireless	ADJ
cana-2814	455	5	networks	network	NOUN
cana-2814	455	6	for	for	ADP
cana-2814	455	7	v2x	v2x	VERB
cana-2814	455	8	communication	communication	NOUN
cana-2814	455	9	:	:	PUNCT
cana-2814	455	10	challenges	challenge	NOUN
cana-2814	455	11	and	and	CCONJ
cana-2814	455	12	opportunities	opportunity	NOUN
cana-2814	455	13	.	.	PUNCT
cana-2814	455	14	"	"	PUNCT
cana-2814	456	1	6	6	NUM
cana-2814	456	2	g	g	PROPN
cana-2814	456	3	communication	communication	NOUN
cana-2814	456	4	network	network	NOUN
cana-2814	456	5	:	:	PUNCT
cana-2814	456	6	243	243	NUM
cana-2814	456	7	-	-	SYM
cana-2814	456	8	253	253	NUM
cana-2814	456	9	.	.	PUNCT
cana-2814	457	1	[	[	X
cana-2814	457	2	24	24	NUM
cana-2814	457	3	]	]	SYM
cana-2814	457	4	hasan	hasan	PROPN
cana-2814	457	5	,	,	PUNCT
cana-2814	457	6	mohammad	mohammad	PROPN
cana-2814	457	7	kamrul	kamrul	PROPN
cana-2814	457	8	,	,	PUNCT
cana-2814	457	9	et	et	PROPN
cana-2814	457	10	al	al	PROPN
cana-2814	457	11	.	.	PUNCT
cana-2814	458	1	"	"	PUNCT
cana-2814	458	2	federated	federated	ADJ
cana-2814	458	3	learning	learning	NOUN
cana-2814	458	4	for	for	ADP
cana-2814	458	5	computational	computational	ADJ
cana-2814	458	6	offloading	offloading	NOUN
cana-2814	458	7	and	and	CCONJ
cana-2814	458	8	resource	resource	NOUN
cana-2814	458	9	management	management	NOUN
cana-2814	458	10	of	of	ADP
cana-2814	458	11	vehicular	vehicular	ADJ
cana-2814	458	12	edge	edge	NOUN
cana-2814	458	13	computing	compute	VERB
cana-2814	458	14	in	in	ADP
cana-2814	458	15	6g	6g	NOUN
cana-2814	458	16	-	-	PUNCT
cana-2814	458	17	v2x	v2x	NOUN
cana-2814	458	18	network	network	NOUN
cana-2814	458	19	.	.	PUNCT
cana-2814	458	20	"	"	PUNCT
cana-2814	459	1	ieee	ieee	NOUN
cana-2814	459	2	transactions	transaction	NOUN
cana-2814	459	3	on	on	ADP
cana-2814	459	4	consumer	consumer	NOUN
cana-2814	459	5	electronics	electronic	NOUN
cana-2814	459	6	(	(	PUNCT
cana-2814	459	7	2024	2024	NUM
cana-2814	459	8	)	)	PUNCT
cana-2814	459	9	.	.	PUNCT