id	sid	tid	token	lemma	pos
cana-3824	1	1	communications	communication	NOUN
cana-3824	1	2	on	on	ADP
cana-3824	1	3	applied	apply	VERB
cana-3824	1	4	nonlinear	nonlinear	ADJ
cana-3824	1	5	analysis	analysis	NOUN
cana-3824	1	6	issn	issn	NOUN
cana-3824	1	7	:	:	PUNCT
cana-3824	1	8	1074	1074	NUM
cana-3824	1	9	-	-	PUNCT
cana-3824	1	10	133x	133x	NUM
cana-3824	1	11	vol	vol	NOUN
cana-3824	1	12	32	32	NUM
cana-3824	1	13	no	no	NOUN
cana-3824	1	14	.	.	PUNCT
cana-3824	2	1	8s	8s	PROPN
cana-3824	2	2	(	(	PUNCT
cana-3824	2	3	2025	2025	NUM
cana-3824	2	4	)	)	PUNCT
cana-3824	2	5	811	811	NUM
cana-3824	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	2	7	a	a	DET
cana-3824	2	8	cross	cross	ADJ
cana-3824	2	9	-	-	ADJ
cana-3824	2	10	layer	layer	NOUN
cana-3824	2	11	-	-	PUNCT
cana-3824	2	12	routing	route	VERB
cana-3824	2	13	protocol	protocol	NOUN
cana-3824	2	14	with	with	ADP
cana-3824	2	15	malicious	malicious	ADJ
cana-3824	2	16	node	node	ADJ
cana-3824	2	17	detection	detection	NOUN
cana-3824	2	18	using	use	VERB
cana-3824	2	19	birnn	birnn	NOUN
cana-3824	2	20	in	in	ADP
cana-3824	2	21	wsn	wsn	PROPN
cana-3824	2	22	1s.saritha	1s.saritha	NUM
cana-3824	2	23	,	,	PUNCT
cana-3824	2	24	2dr.e.sreenivasa	2dr.e.sreenivasa	NUM
cana-3824	2	25	reddy	reddy	NOUN
cana-3824	2	26	1research	1research	NUM
cana-3824	2	27	scholar	scholar	NOUN
cana-3824	2	28	,	,	PUNCT
cana-3824	2	29	2professor	2professor	PROPN
cana-3824	2	30	1department	1department	NUM
cana-3824	2	31	of	of	ADP
cana-3824	2	32	computer	computer	NOUN
cana-3824	2	33	science	science	NOUN
cana-3824	2	34	and	and	CCONJ
cana-3824	2	35	engineering	engineering	NOUN
cana-3824	2	36	,	,	PUNCT
cana-3824	2	37	acharya	acharya	PROPN
cana-3824	2	38	nagarjuna	nagarjuna	PROPN
cana-3824	2	39	university	university	PROPN
cana-3824	2	40	,	,	PUNCT
cana-3824	2	41	guntur	guntur	PROPN
cana-3824	2	42	,	,	PUNCT
cana-3824	2	43	andhra	andhra	PROPN
cana-3824	2	44	pradesh	pradesh	PROPN
cana-3824	2	45	,	,	PUNCT
cana-3824	2	46	india	india	PROPN
cana-3824	2	47	2school	2school	PROPN
cana-3824	2	48	of	of	ADP
cana-3824	2	49	computer	computer	NOUN
cana-3824	2	50	science	science	NOUN
cana-3824	2	51	and	and	CCONJ
cana-3824	2	52	engineering	engineering	NOUN
cana-3824	2	53	,	,	PUNCT
cana-3824	2	54	vit	vit	PROPN
cana-3824	2	55	-	-	PUNCT
cana-3824	2	56	ap	ap	PROPN
cana-3824	2	57	university	university	PROPN
cana-3824	2	58	,	,	PUNCT
cana-3824	2	59	amaravathi	amaravathi	ADV
cana-3824	2	60	,	,	PUNCT
cana-3824	2	61	andhra	andhra	PROPN
cana-3824	2	62	pradesh	pradesh	PROPN
cana-3824	2	63	,	,	PUNCT
cana-3824	2	64	india	india	PROPN
cana-3824	2	65	email	email	NOUN
cana-3824	2	66	:	:	PUNCT
cana-3824	2	67	1sarithanune@gmail.com	1sarithanune@gmail.com	NUM
cana-3824	2	68	,	,	PUNCT
cana-3824	2	69	2sreenivasareddy.e@vitap.ac.in	2sreenivasareddy.e@vitap.ac.in	NUM
cana-3824	2	70	article	article	NOUN
cana-3824	2	71	history	history	NOUN
cana-3824	2	72	:	:	PUNCT
cana-3824	2	73	received	receive	VERB
cana-3824	2	74	:	:	PUNCT
cana-3824	2	75	08	08	NUM
cana-3824	2	76	-	-	SYM
cana-3824	2	77	11	11	NUM
cana-3824	2	78	-	-	PUNCT
cana-3824	2	79	2024	2024	NUM
cana-3824	2	80	revised:23	revised:23	ADJ
cana-3824	2	81	-	-	PUNCT
cana-3824	2	82	12	12	NUM
cana-3824	2	83	-	-	PUNCT
cana-3824	2	84	2024	2024	NUM
cana-3824	2	85	accepted:08	accepted:08	NOUN
cana-3824	2	86	-	-	PUNCT
cana-3824	2	87	01	01	NUM
cana-3824	2	88	-	-	PUNCT
cana-3824	2	89	2025	2025	NUM
cana-3824	2	90	abstract	abstract	NOUN
cana-3824	2	91	:	:	PUNCT
cana-3824	2	92	a	a	DET
cana-3824	2	93	wireless	wireless	ADJ
cana-3824	2	94	sensor	sensor	NOUN
cana-3824	2	95	network	network	NOUN
cana-3824	2	96	(	(	PUNCT
cana-3824	2	97	wsn	wsn	PROPN
cana-3824	2	98	)	)	PUNCT
cana-3824	2	99	is	be	AUX
cana-3824	2	100	a	a	DET
cana-3824	2	101	standalone	standalone	ADJ
cana-3824	2	102	device	device	NOUN
cana-3824	2	103	that	that	PRON
cana-3824	2	104	consists	consist	VERB
cana-3824	2	105	of	of	ADP
cana-3824	2	106	a	a	DET
cana-3824	2	107	discrete	discrete	ADJ
cana-3824	2	108	group	group	NOUN
cana-3824	2	109	of	of	ADP
cana-3824	2	110	sensor	sensor	NOUN
cana-3824	2	111	nodes	node	NOUN
cana-3824	2	112	(	(	PUNCT
cana-3824	2	113	sn	sn	NOUN
cana-3824	2	114	)	)	PUNCT
cana-3824	2	115	for	for	ADP
cana-3824	2	116	information	information	NOUN
cana-3824	2	117	gathering	gathering	NOUN
cana-3824	2	118	,	,	PUNCT
cana-3824	2	119	device	device	NOUN
cana-3824	2	120	monitoring	monitoring	NOUN
cana-3824	2	121	,	,	PUNCT
cana-3824	2	122	and	and	CCONJ
cana-3824	2	123	environmental	environmental	ADJ
cana-3824	2	124	position	position	NOUN
cana-3824	2	125	sensing	sense	VERB
cana-3824	2	126	.	.	PUNCT
cana-3824	3	1	the	the	DET
cana-3824	3	2	main	main	ADJ
cana-3824	3	3	challenge	challenge	NOUN
cana-3824	3	4	is	be	AUX
cana-3824	3	5	to	to	PART
cana-3824	3	6	present	present	VERB
cana-3824	3	7	an	an	DET
cana-3824	3	8	energy	energy	NOUN
cana-3824	3	9	-	-	PUNCT
cana-3824	3	10	efficient	efficient	ADJ
cana-3824	3	11	framework	framework	NOUN
cana-3824	3	12	and	and	CCONJ
cana-3824	3	13	conserve	conserve	VERB
cana-3824	3	14	energy	energy	NOUN
cana-3824	3	15	while	while	SCONJ
cana-3824	3	16	building	build	VERB
cana-3824	3	17	a	a	DET
cana-3824	3	18	route	route	NOUN
cana-3824	3	19	path	path	NOUN
cana-3824	3	20	alongside	alongside	ADP
cana-3824	3	21	each	each	DET
cana-3824	3	22	sensor	sensor	NOUN
cana-3824	3	23	node	node	NOUN
cana-3824	3	24	at	at	ADP
cana-3824	3	25	sn	sn	PROPN
cana-3824	3	26	due	due	ADP
cana-3824	3	27	to	to	ADP
cana-3824	3	28	the	the	DET
cana-3824	3	29	limited	limited	ADJ
cana-3824	3	30	energy	energy	NOUN
cana-3824	3	31	resources	resource	NOUN
cana-3824	3	32	available	available	ADJ
cana-3824	3	33	.	.	PUNCT
cana-3824	4	1	nonetheless	nonetheless	ADV
cana-3824	4	2	,	,	PUNCT
cana-3824	4	3	a	a	DET
cana-3824	4	4	great	great	ADJ
cana-3824	4	5	deal	deal	NOUN
cana-3824	4	6	of	of	ADP
cana-3824	4	7	energy	energy	NOUN
cana-3824	4	8	-	-	PUNCT
cana-3824	4	9	efficient	efficient	ADJ
cana-3824	4	10	methods	method	NOUN
cana-3824	4	11	concentrated	concentrate	VERB
cana-3824	4	12	heavily	heavily	ADV
cana-3824	4	13	on	on	ADP
cana-3824	4	14	energy	energy	NOUN
cana-3824	4	15	harvesting	harvesting	NOUN
cana-3824	4	16	and	and	CCONJ
cana-3824	4	17	decreased	decrease	VERB
cana-3824	4	18	energy	energy	NOUN
cana-3824	4	19	usage	usage	NOUN
cana-3824	4	20	,	,	PUNCT
cana-3824	4	21	but	but	CCONJ
cana-3824	4	22	they	they	PRON
cana-3824	4	23	were	be	AUX
cana-3824	4	24	unable	unable	ADJ
cana-3824	4	25	to	to	PART
cana-3824	4	26	enable	enable	VERB
cana-3824	4	27	energy	energy	NOUN
cana-3824	4	28	-	-	PUNCT
cana-3824	4	29	efficient	efficient	ADJ
cana-3824	4	30	routing	routing	NOUN
cana-3824	4	31	in	in	ADP
cana-3824	4	32	wsns	wsns	NOUN
cana-3824	4	33	with	with	ADP
cana-3824	4	34	low	low	ADJ
cana-3824	4	35	energy	energy	NOUN
cana-3824	4	36	usage	usage	NOUN
cana-3824	4	37	.	.	PUNCT
cana-3824	5	1	the	the	DET
cana-3824	5	2	research	research	NOUN
cana-3824	5	3	work	work	NOUN
cana-3824	5	4	uses	use	VERB
cana-3824	5	5	kinetic	kinetic	ADJ
cana-3824	5	6	gas	gas	NOUN
cana-3824	5	7	molecules	molecule	NOUN
cana-3824	5	8	optimization	optimization	NOUN
cana-3824	5	9	(	(	PUNCT
cana-3824	5	10	kgmo	kgmo	NOUN
cana-3824	5	11	)	)	PUNCT
cana-3824	5	12	based	base	VERB
cana-3824	5	13	modified	modify	VERB
cana-3824	5	14	reptile	reptile	NOUN
cana-3824	5	15	search	search	NOUN
cana-3824	5	16	algorithm	algorithm	NOUN
cana-3824	5	17	for	for	ADP
cana-3824	5	18	cluster	cluster	NOUN
cana-3824	5	19	head	head	NOUN
cana-3824	5	20	selection	selection	NOUN
cana-3824	5	21	to	to	PART
cana-3824	5	22	minimise	minimise	VERB
cana-3824	5	23	the	the	DET
cana-3824	5	24	energy	energy	NOUN
cana-3824	5	25	consumption	consumption	NOUN
cana-3824	5	26	in	in	ADP
cana-3824	5	27	order	order	NOUN
cana-3824	5	28	to	to	PART
cana-3824	5	29	address	address	VERB
cana-3824	5	30	this	this	DET
cana-3824	5	31	issue	issue	NOUN
cana-3824	5	32	.	.	PUNCT
cana-3824	6	1	utilising	utilise	VERB
cana-3824	6	2	a	a	DET
cana-3824	6	3	modified	modify	VERB
cana-3824	6	4	version	version	NOUN
cana-3824	6	5	of	of	ADP
cana-3824	6	6	the	the	DET
cana-3824	6	7	reptile	reptile	NOUN
cana-3824	6	8	search	search	NOUN
cana-3824	6	9	algorithm	algorithm	NOUN
cana-3824	6	10	,	,	PUNCT
cana-3824	6	11	the	the	DET
cana-3824	6	12	inertia	inertia	NOUN
cana-3824	6	13	weight	weight	NOUN
cana-3824	6	14	of	of	ADP
cana-3824	6	15	the	the	DET
cana-3824	6	16	kgmo	kgmo	NOUN
cana-3824	6	17	is	be	AUX
cana-3824	6	18	determined	determine	VERB
cana-3824	6	19	by	by	ADP
cana-3824	6	20	evaluating	evaluate	VERB
cana-3824	6	21	trust	trust	NOUN
cana-3824	6	22	(	(	PUNCT
cana-3824	6	23	direct	direct	ADJ
cana-3824	6	24	and	and	CCONJ
cana-3824	6	25	indirect	indirect	ADJ
cana-3824	6	26	)	)	PUNCT
cana-3824	6	27	based	base	VERB
cana-3824	6	28	on	on	ADP
cana-3824	6	29	energy	energy	NOUN
cana-3824	6	30	,	,	PUNCT
cana-3824	6	31	distance	distance	NOUN
cana-3824	6	32	,	,	PUNCT
cana-3824	6	33	probability	probability	NOUN
cana-3824	6	34	of	of	ADP
cana-3824	6	35	risk	risk	NOUN
cana-3824	6	36	,	,	PUNCT
cana-3824	6	37	delay	delay	NOUN
cana-3824	6	38	,	,	PUNCT
cana-3824	6	39	and	and	CCONJ
cana-3824	6	40	received	receive	VERB
cana-3824	6	41	signal	signal	NOUN
cana-3824	6	42	strength	strength	NOUN
cana-3824	6	43	indicator	indicator	NOUN
cana-3824	6	44	(	(	PUNCT
cana-3824	6	45	rssi	rssi	NOUN
cana-3824	6	46	)	)	PUNCT
cana-3824	6	47	,	,	PUNCT
cana-3824	6	48	with	with	ADP
cana-3824	6	49	the	the	DET
cana-3824	6	50	optimal	optimal	ADJ
cana-3824	6	51	ch	ch	NOUN
cana-3824	6	52	being	be	AUX
cana-3824	6	53	chosen	choose	VERB
cana-3824	6	54	.	.	PUNCT
cana-3824	7	1	lastly	lastly	ADV
cana-3824	7	2	,	,	PUNCT
cana-3824	7	3	to	to	PART
cana-3824	7	4	find	find	VERB
cana-3824	7	5	the	the	DET
cana-3824	7	6	shortest	short	ADJ
cana-3824	7	7	path	path	NOUN
cana-3824	7	8	,	,	PUNCT
cana-3824	7	9	use	use	VERB
cana-3824	7	10	an	an	DET
cana-3824	7	11	energy	energy	NOUN
cana-3824	7	12	-	-	PUNCT
cana-3824	7	13	efficient	efficient	ADJ
cana-3824	7	14	cross	cross	ADJ
cana-3824	7	15	-	-	ADJ
cana-3824	7	16	layer	layer	NOUN
cana-3824	7	17	-	-	PUNCT
cana-3824	7	18	based	base	VERB
cana-3824	7	19	expedient	expedient	ADJ
cana-3824	7	20	routing	routing	NOUN
cana-3824	7	21	protocol	protocol	NOUN
cana-3824	7	22	(	(	PUNCT
cana-3824	7	23	e	e	NOUN
cana-3824	7	24	-	-	NOUN
cana-3824	7	25	cerp	cerp	NOUN
cana-3824	7	26	)	)	PUNCT
cana-3824	7	27	,	,	PUNCT
cana-3824	7	28	which	which	PRON
cana-3824	7	29	lowers	lower	VERB
cana-3824	7	30	network	network	NOUN
cana-3824	7	31	overhead	overhead	ADV
cana-3824	7	32	dynamically	dynamically	ADV
cana-3824	7	33	.	.	PUNCT
cana-3824	8	1	assuring	assure	VERB
cana-3824	8	2	security	security	NOUN
cana-3824	8	3	for	for	ADP
cana-3824	8	4	the	the	DET
cana-3824	8	5	massive	massive	ADJ
cana-3824	8	6	amounts	amount	NOUN
cana-3824	8	7	of	of	ADP
cana-3824	8	8	data	datum	NOUN
cana-3824	8	9	being	be	AUX
cana-3824	8	10	generated	generate	VERB
cana-3824	8	11	by	by	ADP
cana-3824	8	12	sensors	sensor	NOUN
cana-3824	8	13	is	be	AUX
cana-3824	8	14	the	the	DET
cana-3824	8	15	most	most	ADV
cana-3824	8	16	difficult	difficult	ADJ
cana-3824	8	17	task	task	NOUN
cana-3824	8	18	.	.	PUNCT
cana-3824	9	1	it	it	PRON
cana-3824	9	2	must	must	AUX
cana-3824	9	3	balance	balance	VERB
cana-3824	9	4	the	the	DET
cana-3824	9	5	trade	trade	NOUN
cana-3824	9	6	-	-	PUNCT
cana-3824	9	7	offs	off	NOUN
cana-3824	9	8	with	with	ADP
cana-3824	9	9	a	a	DET
cana-3824	9	10	number	number	NOUN
cana-3824	9	11	of	of	ADP
cana-3824	9	12	other	other	ADJ
cana-3824	9	13	factors	factor	NOUN
cana-3824	9	14	,	,	PUNCT
cana-3824	9	15	including	include	VERB
cana-3824	9	16	power	power	NOUN
cana-3824	9	17	consumption	consumption	NOUN
cana-3824	9	18	,	,	PUNCT
cana-3824	9	19	delay	delay	NOUN
cana-3824	9	20	,	,	PUNCT
cana-3824	9	21	latency	latency	NOUN
cana-3824	9	22	,	,	PUNCT
cana-3824	9	23	and	and	CCONJ
cana-3824	9	24	data	datum	NOUN
cana-3824	9	25	aggregation	aggregation	NOUN
cana-3824	9	26	,	,	PUNCT
cana-3824	9	27	in	in	ADP
cana-3824	9	28	order	order	NOUN
cana-3824	9	29	to	to	PART
cana-3824	9	30	ensure	ensure	VERB
cana-3824	9	31	security	security	NOUN
cana-3824	9	32	and	and	CCONJ
cana-3824	9	33	make	make	VERB
cana-3824	9	34	room	room	NOUN
cana-3824	9	35	for	for	ADP
cana-3824	9	36	different	different	ADJ
cana-3824	9	37	types	type	NOUN
cana-3824	9	38	of	of	ADP
cana-3824	9	39	research	research	NOUN
cana-3824	9	40	.	.	PUNCT
cana-3824	10	1	the	the	DET
cana-3824	10	2	work	work	NOUN
cana-3824	10	3	's	's	PART
cana-3824	10	4	concept	concept	NOUN
cana-3824	10	5	is	be	AUX
cana-3824	10	6	to	to	PART
cana-3824	10	7	use	use	VERB
cana-3824	10	8	a	a	DET
cana-3824	10	9	bidirectional	bidirectional	ADJ
cana-3824	10	10	recurrent	recurrent	ADJ
cana-3824	10	11	neural	neural	ADJ
cana-3824	10	12	network	network	NOUN
cana-3824	10	13	(	(	PUNCT
cana-3824	10	14	birnn	birnn	PROPN
cana-3824	10	15	)	)	PUNCT
cana-3824	10	16	model	model	NOUN
cana-3824	10	17	to	to	PART
cana-3824	10	18	identify	identify	VERB
cana-3824	10	19	the	the	DET
cana-3824	10	20	malicious	malicious	ADJ
cana-3824	10	21	nodes	node	NOUN
cana-3824	10	22	.	.	PUNCT
cana-3824	11	1	when	when	SCONJ
cana-3824	11	2	compared	compare	VERB
cana-3824	11	3	to	to	ADP
cana-3824	11	4	previous	previous	ADJ
cana-3824	11	5	methods	method	NOUN
cana-3824	11	6	,	,	PUNCT
cana-3824	11	7	the	the	DET
cana-3824	11	8	proposed	propose	VERB
cana-3824	11	9	model	model	NOUN
cana-3824	11	10	demonstrated	demonstrate	VERB
cana-3824	11	11	exceptional	exceptional	ADJ
cana-3824	11	12	results	result	NOUN
cana-3824	11	13	by	by	ADP
cana-3824	11	14	achieving	achieve	VERB
cana-3824	11	15	a	a	DET
cana-3824	11	16	packet	packet	NOUN
cana-3824	11	17	delivery	delivery	NOUN
cana-3824	11	18	ratio	ratio	NOUN
cana-3824	11	19	(	(	PUNCT
cana-3824	11	20	pdr	pdr	PROPN
cana-3824	11	21	)	)	PUNCT
cana-3824	11	22	of	of	ADP
cana-3824	11	23	0.99	0.99	NUM
cana-3824	11	24	,	,	PUNCT
cana-3824	11	25	throughput	throughput	NOUN
cana-3824	11	26	of	of	ADP
cana-3824	11	27	0.98	0.98	NUM
cana-3824	11	28	,	,	PUNCT
cana-3824	11	29	packet	packet	NOUN
cana-3824	11	30	delay	delay	NOUN
cana-3824	11	31	reduced	reduce	VERB
cana-3824	11	32	to	to	ADP
cana-3824	11	33	0.05	0.05	NUM
cana-3824	11	34	,	,	PUNCT
cana-3824	11	35	power	power	NOUN
cana-3824	11	36	consumption	consumption	NOUN
cana-3824	11	37	minimized	minimize	VERB
cana-3824	11	38	to	to	ADP
cana-3824	11	39	1.52	1.52	NUM
cana-3824	11	40	,	,	PUNCT
cana-3824	11	41	and	and	CCONJ
cana-3824	11	42	an	an	DET
cana-3824	11	43	outstanding	outstanding	ADJ
cana-3824	11	44	accuracy	accuracy	NOUN
cana-3824	11	45	of	of	ADP
cana-3824	11	46	99.21	99.21	NUM
cana-3824	11	47	%	%	NOUN
cana-3824	11	48	.	.	PUNCT
cana-3824	12	1	these	these	DET
cana-3824	12	2	findings	finding	NOUN
cana-3824	12	3	underscore	underscore	VERB
cana-3824	12	4	its	its	PRON
cana-3824	12	5	efficacy	efficacy	NOUN
cana-3824	12	6	in	in	ADP
cana-3824	12	7	enhancing	enhance	VERB
cana-3824	12	8	both	both	DET
cana-3824	12	9	network	network	NOUN
cana-3824	12	10	performance	performance	NOUN
cana-3824	12	11	.	.	PUNCT
cana-3824	13	1	keywords	keyword	NOUN
cana-3824	13	2	:	:	PUNCT
cana-3824	13	3	wireless	wireless	ADJ
cana-3824	13	4	sensor	sensor	NOUN
cana-3824	13	5	network	network	NOUN
cana-3824	13	6	,	,	PUNCT
cana-3824	13	7	reptile	reptile	NOUN
cana-3824	13	8	search	search	NOUN
cana-3824	13	9	algorithm	algorithm	NOUN
cana-3824	13	10	,	,	PUNCT
cana-3824	13	11	energy	energy	NOUN
cana-3824	13	12	-	-	PUNCT
cana-3824	13	13	efficient	efficient	ADJ
cana-3824	13	14	crosslayer	crosslayer	NOUN
cana-3824	13	15	-	-	PUNCT
cana-3824	13	16	based	base	VERB
cana-3824	13	17	expedient	expedient	ADJ
cana-3824	13	18	routing	routing	NOUN
cana-3824	13	19	protocol	protocol	NOUN
cana-3824	13	20	,	,	PUNCT
cana-3824	13	21	clustering	clustering	ADJ
cana-3824	13	22	head	head	NOUN
cana-3824	13	23	,	,	PUNCT
cana-3824	13	24	kinetic	kinetic	ADJ
cana-3824	13	25	gas	gas	NOUN
cana-3824	13	26	molecules	molecule	NOUN
cana-3824	13	27	optimization	optimization	NOUN
cana-3824	13	28	.	.	PUNCT
cana-3824	14	1	1	1	X
cana-3824	14	2	.	.	X
cana-3824	14	3	introduction	introduction	NOUN
cana-3824	14	4	small	small	ADJ
cana-3824	14	5	,	,	PUNCT
cana-3824	14	6	reasonably	reasonably	ADV
cana-3824	14	7	priced	price	VERB
cana-3824	14	8	sensor	sensor	NOUN
cana-3824	14	9	nodes	node	NOUN
cana-3824	14	10	make	make	VERB
cana-3824	14	11	up	up	ADP
cana-3824	14	12	a	a	DET
cana-3824	14	13	wireless	wireless	ADJ
cana-3824	14	14	sensor	sensor	NOUN
cana-3824	14	15	network	network	NOUN
cana-3824	14	16	(	(	PUNCT
cana-3824	14	17	wsn	wsn	PROPN
cana-3824	14	18	)	)	PUNCT
cana-3824	14	19	.	.	PUNCT
cana-3824	15	1	it	it	PRON
cana-3824	15	2	has	have	AUX
cana-3824	15	3	been	be	AUX
cana-3824	15	4	demonstrated	demonstrate	VERB
cana-3824	15	5	that	that	SCONJ
cana-3824	15	6	wsns	wsns	NOUN
cana-3824	15	7	are	be	AUX
cana-3824	15	8	among	among	ADP
cana-3824	15	9	the	the	DET
cana-3824	15	10	best	good	ADJ
cana-3824	15	11	methods	method	NOUN
cana-3824	15	12	for	for	ADP
cana-3824	15	13	moving	move	VERB
cana-3824	15	14	data	datum	NOUN
cana-3824	15	15	from	from	ADP
cana-3824	15	16	remote	remote	ADJ
cana-3824	15	17	locations	location	NOUN
cana-3824	15	18	to	to	ADP
cana-3824	15	19	a	a	DET
cana-3824	15	20	central	central	ADJ
cana-3824	15	21	data	datum	NOUN
cana-3824	15	22	processing	processing	NOUN
cana-3824	15	23	centre	centre	NOUN
cana-3824	15	24	.	.	PUNCT
cana-3824	16	1	by	by	ADP
cana-3824	16	2	self	self	NOUN
cana-3824	16	3	-	-	PUNCT
cana-3824	16	4	organizing	organizing	NOUN
cana-3824	16	5	,	,	PUNCT
cana-3824	16	6	these	these	DET
cana-3824	16	7	sensors	sensor	NOUN
cana-3824	16	8	create	create	VERB
cana-3824	16	9	a	a	DET
cana-3824	16	10	multihop	multihop	NOUN
cana-3824	16	11	network	network	NOUN
cana-3824	16	12	that	that	PRON
cana-3824	16	13	can	can	AUX
cana-3824	16	14	adapt	adapt	VERB
cana-3824	16	15	and	and	CCONJ
cana-3824	16	16	data	datum	NOUN
cana-3824	16	17	compression	compression	NOUN
cana-3824	16	18	and	and	CCONJ
cana-3824	16	19	send	send	VERB
cana-3824	16	20	it	it	PRON
cana-3824	16	21	to	to	ADP
cana-3824	16	22	a	a	DET
cana-3824	16	23	base	base	NOUN
cana-3824	16	24	station	station	NOUN
cana-3824	16	25	[	[	X
cana-3824	16	26	1	1	NUM
cana-3824	16	27	]	]	PUNCT
cana-3824	16	28	.	.	PUNCT
cana-3824	17	1	in	in	ADP
cana-3824	17	2	addition	addition	NOUN
cana-3824	17	3	to	to	ADP
cana-3824	17	4	collecting	collect	VERB
cana-3824	17	5	more	more	ADJ
cana-3824	17	6	data	datum	NOUN
cana-3824	17	7	for	for	ADP
cana-3824	17	8	applications	application	NOUN
cana-3824	17	9	like	like	ADP
cana-3824	17	10	multimedia	multimedia	NOUN
cana-3824	17	11	wsns	wsns	PROPN
cana-3824	17	12	,	,	PUNCT
cana-3824	17	13	inexpensive	inexpensive	ADJ
cana-3824	17	14	healthcare	healthcare	NOUN
cana-3824	17	15	,	,	PUNCT
cana-3824	17	16	intelligent	intelligent	ADJ
cana-3824	17	17	buildings	building	NOUN
cana-3824	17	18	,	,	PUNCT
cana-3824	17	19	military	military	ADJ
cana-3824	17	20	surveillance	surveillance	NOUN
cana-3824	17	21	,	,	PUNCT
cana-3824	17	22	agricultural	agricultural	ADJ
cana-3824	17	23	and	and	CCONJ
cana-3824	17	24	industrial	industrial	ADJ
cana-3824	17	25	monitoring	monitoring	NOUN
cana-3824	17	26	,	,	PUNCT
cana-3824	17	27	they	they	PRON
cana-3824	17	28	also	also	ADV
cana-3824	17	29	facilitate	facilitate	VERB
cana-3824	17	30	the	the	DET
cana-3824	17	31	transmission	transmission	NOUN
cana-3824	17	32	of	of	ADP
cana-3824	17	33	multimedia	multimedia	NOUN
cana-3824	17	34	data	datum	NOUN
cana-3824	17	35	,	,	PUNCT
cana-3824	17	36	including	include	VERB
cana-3824	17	37	images	image	NOUN
cana-3824	17	38	and	and	CCONJ
cana-3824	17	39	videos	video	NOUN
cana-3824	17	40	.	.	PUNCT
cana-3824	18	1	more	more	ADJ
cana-3824	18	2	resources	resource	NOUN
cana-3824	18	3	may	may	AUX
cana-3824	18	4	be	be	AUX
cana-3824	18	5	needed	need	VERB
cana-3824	18	6	by	by	ADP
cana-3824	18	7	larger	large	ADJ
cana-3824	18	8	sensor	sensor	NOUN
cana-3824	18	9	nodes	node	NOUN
cana-3824	18	10	,	,	PUNCT
cana-3824	18	11	and	and	CCONJ
cana-3824	18	12	multimedia	multimedia	NOUN
cana-3824	18	13	data	datum	NOUN
cana-3824	18	14	is	be	AUX
cana-3824	18	15	usually	usually	ADV
cana-3824	18	16	larger	large	ADJ
cana-3824	18	17	.	.	PUNCT
cana-3824	19	1	this	this	DET
cana-3824	19	2	problem	problem	NOUN
cana-3824	19	3	has	have	AUX
cana-3824	19	4	been	be	AUX
cana-3824	19	5	studied	study	VERB
cana-3824	19	6	and	and	CCONJ
cana-3824	19	7	attempted	attempt	VERB
cana-3824	19	8	to	to	PART
cana-3824	19	9	be	be	AUX
cana-3824	19	10	resolved	resolve	VERB
cana-3824	19	11	by	by	ADP
cana-3824	19	12	some	some	DET
cana-3824	19	13	researchers	researcher	NOUN
cana-3824	19	14	[	[	X
cana-3824	19	15	2	2	NUM
cana-3824	19	16	]	]	PUNCT
cana-3824	19	17	.	.	PUNCT
cana-3824	20	1	one	one	NUM
cana-3824	20	2	of	of	ADP
cana-3824	20	3	the	the	DET
cana-3824	20	4	most	most	ADV
cana-3824	20	5	important	important	ADJ
cana-3824	20	6	ways	way	NOUN
cana-3824	20	7	to	to	PART
cana-3824	20	8	increase	increase	VERB
cana-3824	20	9	energy	energy	NOUN
cana-3824	20	10	conservation	conservation	NOUN
cana-3824	20	11	extends	extend	VERB
cana-3824	20	12	the	the	DET
cana-3824	20	13	lifespan	lifespan	NOUN
cana-3824	20	14	of	of	ADP
cana-3824	20	15	sensor	sensor	NOUN
cana-3824	20	16	nodes	node	NOUN
cana-3824	20	17	in	in	ADP
cana-3824	20	18	wireless	wireless	ADJ
cana-3824	20	19	sensor	sensor	NOUN
cana-3824	20	20	networks	network	NOUN
cana-3824	20	21	.	.	PUNCT
cana-3824	21	1	most	most	ADJ
cana-3824	21	2	energy	energy	NOUN
cana-3824	21	3	is	be	AUX
cana-3824	21	4	used	use	VERB
cana-3824	21	5	in	in	ADP
cana-3824	21	6	packet	packet	NOUN
cana-3824	21	7	sending	sending	NOUN
cana-3824	21	8	and	and	CCONJ
cana-3824	21	9	receiving	receive	VERB
cana-3824	21	10	[	[	NOUN
cana-3824	21	11	3	3	NUM
cana-3824	21	12	]	]	PUNCT
cana-3824	21	13	.	.	PUNCT
cana-3824	22	1	in	in	ADP
cana-3824	22	2	wsns	wsns	NOUN
cana-3824	22	3	,	,	PUNCT
cana-3824	22	4	sensor	sensor	NOUN
cana-3824	22	5	nodes	node	NOUN
cana-3824	22	6	frequently	frequently	ADV
cana-3824	22	7	use	use	VERB
cana-3824	22	8	batteries	battery	NOUN
cana-3824	22	9	.	.	PUNCT
cana-3824	23	1	the	the	DET
cana-3824	23	2	complexity	complexity	NOUN
cana-3824	23	3	of	of	ADP
cana-3824	23	4	battery	battery	NOUN
cana-3824	23	5	charging	charging	NOUN
cana-3824	23	6	stems	stem	VERB
cana-3824	23	7	from	from	ADP
cana-3824	23	8	the	the	DET
cana-3824	23	9	network	network	NOUN
cana-3824	23	10	of	of	ADP
cana-3824	23	11	devices	device	NOUN
cana-3824	23	12	,	,	PUNCT
cana-3824	23	13	and	and	CCONJ
cana-3824	23	14	the	the	DET
cana-3824	23	15	battery	battery	NOUN
cana-3824	23	16	's	's	PART
cana-3824	23	17	capacity	capacity	NOUN
cana-3824	23	18	becomes	become	VERB
cana-3824	23	19	the	the	DET
cana-3824	23	20	most	most	ADV
cana-3824	23	21	crucial	crucial	ADJ
cana-3824	23	22	resource	resource	NOUN
cana-3824	23	23	for	for	ADP
cana-3824	23	24	wsns	wsns	NOUN
cana-3824	24	1	[	[	X
cana-3824	24	2	4	4	NUM
cana-3824	24	3	]	]	PUNCT
cana-3824	24	4	.	.	PUNCT
cana-3824	25	1	energy	energy	PROPN
cana-3824	25	2	mailto:1sarithanune@gmail.com	mailto:1sarithanune@gmail.com	PROPN
cana-3824	25	3	mailto:2sreenivasareddy.e@vitap.ac.in	mailto:2sreenivasareddy.e@vitap.ac.in	NOUN
cana-3824	25	4	communications	communication	NOUN
cana-3824	25	5	on	on	ADP
cana-3824	25	6	applied	apply	VERB
cana-3824	25	7	nonlinear	nonlinear	ADJ
cana-3824	25	8	analysis	analysis	NOUN
cana-3824	25	9	issn	issn	NOUN
cana-3824	25	10	:	:	PUNCT
cana-3824	25	11	1074	1074	NUM
cana-3824	25	12	-	-	PUNCT
cana-3824	25	13	133x	133x	NUM
cana-3824	25	14	vol	vol	NOUN
cana-3824	25	15	32	32	NUM
cana-3824	25	16	no	no	NOUN
cana-3824	25	17	.	.	PUNCT
cana-3824	26	1	8s	8s	PROPN
cana-3824	26	2	(	(	PUNCT
cana-3824	26	3	2025	2025	NUM
cana-3824	26	4	)	)	PUNCT
cana-3824	26	5	812	812	NUM
cana-3824	26	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	26	7	conservation	conservation	NOUN
cana-3824	26	8	therefore	therefore	ADV
cana-3824	26	9	becomes	become	VERB
cana-3824	26	10	crucial	crucial	ADJ
cana-3824	26	11	for	for	ADP
cana-3824	26	12	wsns	wsns	NOUN
cana-3824	26	13	.	.	PUNCT
cana-3824	27	1	it	it	PRON
cana-3824	27	2	is	be	AUX
cana-3824	27	3	necessary	necessary	ADJ
cana-3824	27	4	to	to	PART
cana-3824	27	5	create	create	VERB
cana-3824	27	6	a	a	DET
cana-3824	27	7	new	new	ADJ
cana-3824	27	8	optimisation	optimisation	NOUN
cana-3824	27	9	algorithm	algorithm	NOUN
cana-3824	27	10	in	in	ADP
cana-3824	27	11	order	order	NOUN
cana-3824	27	12	to	to	PART
cana-3824	27	13	maximise	maximise	VERB
cana-3824	27	14	network	network	NOUN
cana-3824	27	15	lifespan	lifespan	PROPN
cana-3824	27	16	and	and	CCONJ
cana-3824	27	17	energy	energy	NOUN
cana-3824	27	18	efficiency	efficiency	NOUN
cana-3824	27	19	.	.	PUNCT
cana-3824	28	1	one	one	NUM
cana-3824	28	2	of	of	ADP
cana-3824	28	3	wsns	wsns	NOUN
cana-3824	28	4	'	'	PUNCT
cana-3824	28	5	power	power	NOUN
cana-3824	28	6	management	management	NOUN
cana-3824	28	7	features	feature	NOUN
cana-3824	28	8	is	be	AUX
cana-3824	28	9	clustering	cluster	VERB
cana-3824	28	10	,	,	PUNCT
cana-3824	28	11	which	which	PRON
cana-3824	28	12	divides	divide	VERB
cana-3824	28	13	the	the	DET
cana-3824	28	14	network	network	NOUN
cana-3824	28	15	into	into	ADP
cana-3824	28	16	several	several	ADJ
cana-3824	28	17	clusters	cluster	NOUN
cana-3824	28	18	,	,	PUNCT
cana-3824	28	19	each	each	PRON
cana-3824	28	20	of	of	ADP
cana-3824	28	21	which	which	PRON
cana-3824	28	22	has	have	VERB
cana-3824	28	23	one	one	NUM
cana-3824	28	24	node	node	NOUN
cana-3824	28	25	,	,	PUNCT
cana-3824	28	26	referred	refer	VERB
cana-3824	28	27	to	to	ADP
cana-3824	28	28	as	as	ADP
cana-3824	28	29	the	the	DET
cana-3824	28	30	cluster	cluster	NOUN
cana-3824	28	31	head	head	NOUN
cana-3824	28	32	(	(	PUNCT
cana-3824	28	33	ch	ch	NOUN
cana-3824	28	34	)	)	PUNCT
cana-3824	29	1	[	[	X
cana-3824	29	2	5	5	NUM
cana-3824	29	3	]	]	PUNCT
cana-3824	29	4	.	.	PUNCT
cana-3824	30	1	the	the	DET
cana-3824	30	2	base	base	NOUN
cana-3824	30	3	station	station	NOUN
cana-3824	30	4	(	(	PUNCT
cana-3824	30	5	bs	bs	NOUN
cana-3824	30	6	)	)	PUNCT
cana-3824	30	7	's	's	PART
cana-3824	30	8	overhead	overhead	NOUN
cana-3824	30	9	is	be	AUX
cana-3824	30	10	decreased	decrease	VERB
cana-3824	30	11	by	by	ADP
cana-3824	30	12	the	the	DET
cana-3824	30	13	ch	ch	NOUN
cana-3824	30	14	by	by	ADP
cana-3824	30	15	merging	merge	VERB
cana-3824	30	16	the	the	DET
cana-3824	30	17	information	information	NOUN
cana-3824	30	18	it	it	PRON
cana-3824	30	19	gets	get	VERB
cana-3824	30	20	from	from	ADP
cana-3824	30	21	every	every	DET
cana-3824	30	22	node	node	NOUN
cana-3824	30	23	and	and	CCONJ
cana-3824	30	24	sending	send	VERB
cana-3824	30	25	it	it	PRON
cana-3824	30	26	to	to	ADP
cana-3824	30	27	the	the	DET
cana-3824	30	28	bs	bs	NOUN
cana-3824	30	29	.	.	PUNCT
cana-3824	31	1	in	in	ADP
cana-3824	31	2	scenarios	scenario	NOUN
cana-3824	31	3	where	where	SCONJ
cana-3824	31	4	resources	resource	NOUN
cana-3824	31	5	are	be	AUX
cana-3824	31	6	limited	limit	VERB
cana-3824	31	7	,	,	PUNCT
cana-3824	31	8	the	the	DET
cana-3824	31	9	wsn	wsn	NOUN
cana-3824	31	10	conserves	conserve	VERB
cana-3824	31	11	energy	energy	NOUN
cana-3824	31	12	since	since	SCONJ
cana-3824	31	13	less	less	ADJ
cana-3824	31	14	nodes	node	NOUN
cana-3824	31	15	send	send	VERB
cana-3824	31	16	data	datum	NOUN
cana-3824	31	17	to	to	ADP
cana-3824	31	18	the	the	DET
cana-3824	31	19	bs	bs	NOUN
cana-3824	31	20	.	.	PUNCT
cana-3824	32	1	in	in	ADP
cana-3824	32	2	wsns	wsns	PROPN
cana-3824	32	3	,	,	PUNCT
cana-3824	32	4	clustering	cluster	VERB
cana-3824	32	5	algorithms	algorithm	NOUN
cana-3824	32	6	help	help	AUX
cana-3824	32	7	cut	cut	VERB
cana-3824	32	8	down	down	ADP
cana-3824	32	9	on	on	ADP
cana-3824	32	10	power	power	NOUN
cana-3824	32	11	consumption	consumption	NOUN
cana-3824	32	12	[	[	X
cana-3824	32	13	6	6	NUM
cana-3824	32	14	]	]	PUNCT
cana-3824	32	15	.	.	PUNCT
cana-3824	33	1	the	the	DET
cana-3824	33	2	formation	formation	NOUN
cana-3824	33	3	and	and	CCONJ
cana-3824	33	4	stabilisation	stabilisation	NOUN
cana-3824	33	5	phases	phase	NOUN
cana-3824	33	6	make	make	VERB
cana-3824	33	7	up	up	ADP
cana-3824	33	8	each	each	DET
cana-3824	33	9	round	round	NOUN
cana-3824	33	10	of	of	ADP
cana-3824	33	11	the	the	DET
cana-3824	33	12	clustering	clustering	ADJ
cana-3824	33	13	algorithm	algorithm	NOUN
cana-3824	33	14	's	's	PART
cana-3824	33	15	operation	operation	NOUN
cana-3824	33	16	.	.	PUNCT
cana-3824	34	1	the	the	DET
cana-3824	34	2	nodes	node	NOUN
cana-3824	34	3	are	be	AUX
cana-3824	34	4	arranged	arrange	VERB
cana-3824	34	5	into	into	ADP
cana-3824	34	6	discrete	discrete	ADJ
cana-3824	34	7	groups	group	NOUN
cana-3824	34	8	,	,	PUNCT
cana-3824	34	9	or	or	CCONJ
cana-3824	34	10	clusters	cluster	NOUN
cana-3824	34	11	.	.	PUNCT
cana-3824	35	1	every	every	DET
cana-3824	35	2	group	group	NOUN
cana-3824	35	3	is	be	AUX
cana-3824	35	4	assigned	assign	VERB
cana-3824	35	5	a	a	DET
cana-3824	35	6	ch	ch	NOUN
cana-3824	35	7	[	[	X
cana-3824	35	8	7	7	NUM
cana-3824	35	9	]	]	PUNCT
cana-3824	35	10	.	.	PUNCT
cana-3824	36	1	the	the	DET
cana-3824	36	2	ch	ch	NOUN
cana-3824	36	3	gathers	gather	VERB
cana-3824	36	4	data	datum	NOUN
cana-3824	36	5	from	from	ADP
cana-3824	36	6	sensor	sensor	NOUN
cana-3824	36	7	nodes	node	NOUN
cana-3824	36	8	and	and	CCONJ
cana-3824	36	9	transmits	transmit	NOUN
cana-3824	36	10	the	the	DET
cana-3824	36	11	sensed	sense	VERB
cana-3824	36	12	data	datum	NOUN
cana-3824	36	13	to	to	ADP
cana-3824	36	14	the	the	DET
cana-3824	36	15	recipient	recipient	NOUN
cana-3824	36	16	.	.	PUNCT
cana-3824	37	1	moreover	moreover	ADV
cana-3824	37	2	,	,	PUNCT
cana-3824	37	3	while	while	SCONJ
cana-3824	37	4	there	there	PRON
cana-3824	37	5	are	be	VERB
cana-3824	37	6	other	other	ADJ
cana-3824	37	7	factors	factor	NOUN
cana-3824	37	8	that	that	PRON
cana-3824	37	9	contribute	contribute	VERB
cana-3824	37	10	to	to	ADP
cana-3824	37	11	clustering	clustering	NOUN
cana-3824	37	12	,	,	PUNCT
cana-3824	37	13	the	the	DET
cana-3824	37	14	reduction	reduction	NOUN
cana-3824	37	15	of	of	ADP
cana-3824	37	16	energy	energy	NOUN
cana-3824	37	17	consumption	consumption	NOUN
cana-3824	37	18	has	have	AUX
cana-3824	37	19	been	be	AUX
cana-3824	37	20	examined	examine	VERB
cana-3824	37	21	from	from	ADP
cana-3824	37	22	that	that	DET
cana-3824	37	23	angle	angle	NOUN
cana-3824	37	24	in	in	ADP
cana-3824	37	25	some	some	DET
cana-3824	37	26	survey	survey	NOUN
cana-3824	37	27	reports	report	NOUN
cana-3824	37	28	[	[	X
cana-3824	37	29	8	8	NUM
cana-3824	37	30	]	]	PUNCT
cana-3824	37	31	.	.	PUNCT
cana-3824	38	1	most	most	ADJ
cana-3824	38	2	publications	publication	NOUN
cana-3824	38	3	that	that	SCONJ
cana-3824	38	4	cluster	cluster	NOUN
cana-3824	38	5	data	datum	NOUN
cana-3824	38	6	contrast	contrast	VERB
cana-3824	38	7	and	and	CCONJ
cana-3824	38	8	compare	compare	VERB
cana-3824	38	9	the	the	DET
cana-3824	38	10	efficacy	efficacy	NOUN
cana-3824	38	11	of	of	ADP
cana-3824	38	12	different	different	ADJ
cana-3824	38	13	clustering	clustering	NOUN
cana-3824	38	14	techniques	technique	NOUN
cana-3824	38	15	,	,	PUNCT
cana-3824	38	16	but	but	CCONJ
cana-3824	38	17	they	they	PRON
cana-3824	38	18	hardly	hardly	ADV
cana-3824	38	19	ever	ever	ADV
cana-3824	38	20	examine	examine	VERB
cana-3824	38	21	the	the	DET
cana-3824	38	22	goals	goal	NOUN
cana-3824	38	23	of	of	ADP
cana-3824	38	24	the	the	DET
cana-3824	38	25	strategies	strategy	NOUN
cana-3824	38	26	.	.	PUNCT
cana-3824	39	1	as	as	ADV
cana-3824	39	2	far	far	ADV
cana-3824	39	3	as	as	SCONJ
cana-3824	39	4	we	we	PRON
cana-3824	39	5	are	be	AUX
cana-3824	39	6	aware	aware	ADJ
cana-3824	39	7	,	,	PUNCT
cana-3824	39	8	no	no	DET
cana-3824	39	9	survey	survey	NOUN
cana-3824	39	10	study	study	NOUN
cana-3824	39	11	has	have	AUX
cana-3824	39	12	looked	look	VERB
cana-3824	39	13	at	at	ADP
cana-3824	39	14	the	the	DET
cana-3824	39	15	characteristics	characteristic	NOUN
cana-3824	39	16	of	of	ADP
cana-3824	39	17	wsn	wsn	PROPN
cana-3824	39	18	networks	network	NOUN
cana-3824	39	19	,	,	PUNCT
cana-3824	39	20	like	like	ADP
cana-3824	39	21	heterogeneity	heterogeneity	NOUN
cana-3824	39	22	and	and	CCONJ
cana-3824	39	23	mobility	mobility	NOUN
cana-3824	39	24	,	,	PUNCT
cana-3824	39	25	that	that	PRON
cana-3824	39	26	are	be	AUX
cana-3824	39	27	made	make	VERB
cana-3824	39	28	possible	possible	ADJ
cana-3824	39	29	by	by	ADP
cana-3824	39	30	current	current	ADJ
cana-3824	39	31	clustering	clustering	ADJ
cana-3824	39	32	algorithms	algorithm	NOUN
cana-3824	39	33	[	[	X
cana-3824	39	34	9	9	NUM
cana-3824	39	35	]	]	PUNCT
cana-3824	39	36	.	.	PUNCT
cana-3824	40	1	as	as	ADP
cana-3824	40	2	a	a	DET
cana-3824	40	3	result	result	NOUN
cana-3824	40	4	,	,	PUNCT
cana-3824	40	5	cluster	cluster	NOUN
cana-3824	40	6	-	-	PUNCT
cana-3824	40	7	oriented	orient	VERB
cana-3824	40	8	techniques	technique	NOUN
cana-3824	40	9	also	also	ADV
cana-3824	40	10	contributed	contribute	VERB
cana-3824	40	11	to	to	ADP
cana-3824	40	12	the	the	DET
cana-3824	40	13	network	network	NOUN
cana-3824	40	14	's	's	PART
cana-3824	40	15	ability	ability	NOUN
cana-3824	40	16	to	to	PART
cana-3824	40	17	expand	expand	VERB
cana-3824	40	18	its	its	PRON
cana-3824	40	19	lifespan	lifespan	NOUN
cana-3824	40	20	.	.	PUNCT
cana-3824	41	1	the	the	DET
cana-3824	41	2	techniques	technique	NOUN
cana-3824	41	3	that	that	PRON
cana-3824	41	4	are	be	AUX
cana-3824	41	5	most	most	ADV
cana-3824	41	6	frequently	frequently	ADV
cana-3824	41	7	used	use	VERB
cana-3824	41	8	are	be	AUX
cana-3824	41	9	low	low	ADJ
cana-3824	41	10	energy	energy	NOUN
cana-3824	41	11	adaptive	adaptive	ADJ
cana-3824	41	12	clustering	clustering	NOUN
cana-3824	41	13	hierarchy	hierarchy	NOUN
cana-3824	41	14	(	(	PUNCT
cana-3824	41	15	leach	leach	NOUN
cana-3824	41	16	)	)	PUNCT
cana-3824	41	17	and	and	CCONJ
cana-3824	41	18	fuzzy	fuzzy	ADJ
cana-3824	41	19	c	c	NOUN
cana-3824	41	20	-	-	PUNCT
cana-3824	41	21	means	means	NOUN
cana-3824	41	22	(	(	PUNCT
cana-3824	41	23	fcm	fcm	PROPN
cana-3824	41	24	)	)	PUNCT
cana-3824	41	25	.	.	PUNCT
cana-3824	42	1	additionally	additionally	ADV
cana-3824	42	2	,	,	PUNCT
cana-3824	42	3	based	base	VERB
cana-3824	42	4	on	on	ADP
cana-3824	42	5	the	the	DET
cana-3824	42	6	calculated	calculate	VERB
cana-3824	42	7	likelihood	likelihood	NOUN
cana-3824	42	8	,	,	PUNCT
cana-3824	42	9	the	the	DET
cana-3824	42	10	clusteroriented	clusteroriente	VERB
cana-3824	42	11	leach	leach	NOUN
cana-3824	42	12	approach	approach	NOUN
cana-3824	42	13	operates	operate	VERB
cana-3824	42	14	in	in	ADP
cana-3824	42	15	a	a	DET
cana-3824	42	16	dispersed	disperse	VERB
cana-3824	42	17	manner	manner	NOUN
cana-3824	42	18	and	and	CCONJ
cana-3824	42	19	favours	favour	VERB
cana-3824	42	20	ch	ch	NOUN
cana-3824	42	21	.	.	PROPN
cana-3824	43	1	as	as	ADP
cana-3824	43	2	a	a	DET
cana-3824	43	3	result	result	NOUN
cana-3824	43	4	,	,	PUNCT
cana-3824	43	5	increasing	increase	VERB
cana-3824	43	6	the	the	DET
cana-3824	43	7	wsn	wsn	NOUN
cana-3824	43	8	's	's	PART
cana-3824	43	9	energy	energy	NOUN
cana-3824	43	10	efficiency	efficiency	NOUN
cana-3824	43	11	is	be	AUX
cana-3824	43	12	crucial	crucial	ADJ
cana-3824	43	13	since	since	SCONJ
cana-3824	43	14	it	it	PRON
cana-3824	43	15	shortens	shorten	VERB
cana-3824	43	16	the	the	DET
cana-3824	43	17	network	network	NOUN
cana-3824	43	18	's	's	PART
cana-3824	43	19	lifespan	lifespan	NOUN
cana-3824	43	20	.	.	PUNCT
cana-3824	44	1	using	use	VERB
cana-3824	44	2	clustering	clustering	NOUN
cana-3824	44	3	to	to	PART
cana-3824	44	4	reduce	reduce	VERB
cana-3824	44	5	transmission	transmission	NOUN
cana-3824	44	6	energy	energy	NOUN
cana-3824	44	7	consumption	consumption	NOUN
cana-3824	44	8	and	and	CCONJ
cana-3824	44	9	increase	increase	VERB
cana-3824	44	10	network	network	NOUN
cana-3824	44	11	lifetime	lifetime	NOUN
cana-3824	44	12	is	be	AUX
cana-3824	44	13	a	a	DET
cana-3824	44	14	successful	successful	ADJ
cana-3824	44	15	strategy	strategy	NOUN
cana-3824	44	16	[	[	X
cana-3824	44	17	10	10	NUM
cana-3824	44	18	]	]	PUNCT
cana-3824	44	19	.	.	PUNCT
cana-3824	45	1	clustering	cluster	VERB
cana-3824	45	2	prevents	prevent	VERB
cana-3824	45	3	packet	packet	NOUN
cana-3824	45	4	collisions	collision	NOUN
cana-3824	45	5	,	,	PUNCT
cana-3824	45	6	increases	increase	VERB
cana-3824	45	7	throughput	throughput	NOUN
cana-3824	45	8	,	,	PUNCT
cana-3824	45	9	and	and	CCONJ
cana-3824	45	10	expands	expand	VERB
cana-3824	45	11	network	network	NOUN
cana-3824	45	12	scalability	scalability	NOUN
cana-3824	45	13	.	.	PUNCT
cana-3824	46	1	moreover	moreover	ADV
cana-3824	46	2	,	,	PUNCT
cana-3824	46	3	clustering	clustering	NOUN
cana-3824	46	4	reduces	reduce	VERB
cana-3824	46	5	total	total	ADJ
cana-3824	46	6	energy	energy	NOUN
cana-3824	46	7	usage	usage	NOUN
cana-3824	46	8	.	.	PUNCT
cana-3824	47	1	up	up	ADV
cana-3824	47	2	until	until	ADP
cana-3824	47	3	now	now	ADV
cana-3824	47	4	,	,	PUNCT
cana-3824	47	5	several	several	ADJ
cana-3824	47	6	meta	meta	ADJ
cana-3824	47	7	-	-	PUNCT
cana-3824	47	8	heuristic	heuristic	ADJ
cana-3824	47	9	scheme	scheme	NOUN
cana-3824	47	10	-	-	PUNCT
cana-3824	47	11	based	base	VERB
cana-3824	47	12	central	central	ADJ
cana-3824	47	13	cluster	cluster	NOUN
cana-3824	47	14	-	-	PUNCT
cana-3824	47	15	oriented	orient	VERB
cana-3824	47	16	techniques	technique	NOUN
cana-3824	47	17	have	have	AUX
cana-3824	47	18	been	be	AUX
cana-3824	47	19	presented	present	VERB
cana-3824	47	20	.	.	PUNCT
cana-3824	48	1	particle	particle	NOUN
cana-3824	48	2	swarm	swarm	NOUN
cana-3824	48	3	optimisation	optimisation	NOUN
cana-3824	48	4	(	(	PUNCT
cana-3824	48	5	pso	pso	NOUN
cana-3824	48	6	)	)	PUNCT
cana-3824	48	7	,	,	PUNCT
cana-3824	48	8	the	the	DET
cana-3824	48	9	harmony	harmony	NOUN
cana-3824	48	10	search	search	NOUN
cana-3824	48	11	algorithm	algorithm	NOUN
cana-3824	48	12	(	(	PUNCT
cana-3824	48	13	hsa	hsa	PROPN
cana-3824	48	14	)	)	PUNCT
cana-3824	48	15	,	,	PUNCT
cana-3824	48	16	and	and	CCONJ
cana-3824	48	17	other	other	ADJ
cana-3824	48	18	schemes	scheme	NOUN
cana-3824	48	19	are	be	AUX
cana-3824	48	20	examples	example	NOUN
cana-3824	48	21	of	of	ADP
cana-3824	48	22	specific	specific	ADJ
cana-3824	48	23	,	,	PUNCT
cana-3824	48	24	broad	broad	ADJ
cana-3824	48	25	schemes	scheme	NOUN
cana-3824	48	26	.	.	PUNCT
cana-3824	49	1	further	further	ADJ
cana-3824	49	2	difficult	difficult	ADJ
cana-3824	49	3	aspects	aspect	NOUN
cana-3824	49	4	of	of	ADP
cana-3824	49	5	modelling	model	VERB
cana-3824	49	6	the	the	DET
cana-3824	49	7	routing	routing	NOUN
cana-3824	49	8	schemes	scheme	NOUN
cana-3824	49	9	are	be	AUX
cana-3824	49	10	the	the	DET
cana-3824	49	11	network	network	NOUN
cana-3824	49	12	's	's	PART
cana-3824	49	13	ee	ee	PROPN
cana-3824	49	14	,	,	PUNCT
cana-3824	49	15	qos	qos	PROPN
cana-3824	49	16	,	,	PUNCT
cana-3824	49	17	and	and	CCONJ
cana-3824	49	18	lifespan	lifespan	NOUN
cana-3824	49	19	.	.	PUNCT
cana-3824	50	1	the	the	DET
cana-3824	50	2	main	main	ADJ
cana-3824	50	3	drawback	drawback	NOUN
cana-3824	50	4	of	of	ADP
cana-3824	50	5	using	use	VERB
cana-3824	50	6	a	a	DET
cana-3824	50	7	mobile	mobile	ADJ
cana-3824	50	8	sink	sink	NOUN
cana-3824	50	9	is	be	AUX
cana-3824	50	10	information	information	NOUN
cana-3824	50	11	loss	loss	NOUN
cana-3824	50	12	,	,	PUNCT
cana-3824	50	13	which	which	PRON
cana-3824	50	14	is	be	AUX
cana-3824	50	15	why	why	SCONJ
cana-3824	50	16	they	they	PRON
cana-3824	50	17	are	be	AUX
cana-3824	50	18	used	use	VERB
cana-3824	50	19	in	in	ADP
cana-3824	50	20	the	the	DET
cana-3824	50	21	conventional	conventional	ADJ
cana-3824	50	22	model	model	NOUN
cana-3824	50	23	in	in	ADP
cana-3824	50	24	spite	spite	NOUN
cana-3824	50	25	of	of	ADP
cana-3824	50	26	their	their	PRON
cana-3824	50	27	low	low	ADJ
cana-3824	50	28	energy	energy	NOUN
cana-3824	50	29	consumption	consumption	NOUN
cana-3824	50	30	and	and	CCONJ
cana-3824	50	31	high	high	ADJ
cana-3824	50	32	throughput	throughput	NOUN
cana-3824	50	33	[	[	X
cana-3824	50	34	11	11	NUM
cana-3824	50	35	]	]	PUNCT
cana-3824	50	36	.	.	PUNCT
cana-3824	51	1	when	when	SCONJ
cana-3824	51	2	data	datum	NOUN
cana-3824	51	3	packets	packet	NOUN
cana-3824	51	4	are	be	AUX
cana-3824	51	5	transferred	transfer	VERB
cana-3824	51	6	using	use	VERB
cana-3824	51	7	the	the	DET
cana-3824	51	8	suggested	suggest	VERB
cana-3824	51	9	architecture	architecture	NOUN
cana-3824	51	10	from	from	ADP
cana-3824	51	11	the	the	DET
cana-3824	51	12	destination	destination	NOUN
cana-3824	51	13	node	node	NOUN
cana-3824	51	14	from	from	ADP
cana-3824	51	15	the	the	DET
cana-3824	51	16	source	source	NOUN
cana-3824	51	17	node	node	NOUN
cana-3824	51	18	,	,	PUNCT
cana-3824	51	19	information	information	NOUN
cana-3824	51	20	loss	loss	NOUN
cana-3824	51	21	is	be	AUX
cana-3824	51	22	prevented	prevent	VERB
cana-3824	51	23	.	.	PUNCT
cana-3824	52	1	utilising	utilise	VERB
cana-3824	52	2	the	the	DET
cana-3824	52	3	static	static	ADJ
cana-3824	52	4	node	node	NOUN
cana-3824	52	5	also	also	ADV
cana-3824	52	6	lowers	lower	VERB
cana-3824	52	7	energy	energy	NOUN
cana-3824	52	8	consumption	consumption	NOUN
cana-3824	52	9	.	.	PUNCT
cana-3824	53	1	when	when	SCONJ
cana-3824	53	2	paired	pair	VERB
cana-3824	53	3	with	with	ADP
cana-3824	53	4	a	a	DET
cana-3824	53	5	mobile	mobile	ADJ
cana-3824	53	6	sink	sink	NOUN
cana-3824	53	7	,	,	PUNCT
cana-3824	53	8	a	a	DET
cana-3824	53	9	cluster	cluster	NOUN
cana-3824	53	10	head	head	NOUN
cana-3824	53	11	's	's	PART
cana-3824	53	12	mobility	mobility	NOUN
cana-3824	53	13	results	result	NOUN
cana-3824	53	14	in	in	ADP
cana-3824	53	15	a	a	DET
cana-3824	53	16	higher	high	ADJ
cana-3824	53	17	transmission	transmission	NOUN
cana-3824	53	18	loss	loss	NOUN
cana-3824	53	19	of	of	ADP
cana-3824	53	20	data	datum	NOUN
cana-3824	53	21	.	.	PUNCT
cana-3824	54	1	when	when	SCONJ
cana-3824	54	2	used	use	VERB
cana-3824	54	3	in	in	ADP
cana-3824	54	4	conjunction	conjunction	NOUN
cana-3824	54	5	with	with	ADP
cana-3824	54	6	a	a	DET
cana-3824	54	7	static	static	ADJ
cana-3824	54	8	sink	sink	NOUN
cana-3824	54	9	,	,	PUNCT
cana-3824	54	10	the	the	DET
cana-3824	54	11	cluster	cluster	NOUN
cana-3824	54	12	head	head	NOUN
cana-3824	54	13	's	's	PART
cana-3824	54	14	immobility	immobility	NOUN
cana-3824	54	15	reduces	reduce	VERB
cana-3824	54	16	the	the	DET
cana-3824	54	17	likelihood	likelihood	NOUN
cana-3824	54	18	of	of	ADP
cana-3824	54	19	data	datum	NOUN
cana-3824	54	20	loss	loss	NOUN
cana-3824	54	21	[	[	X
cana-3824	54	22	12	12	NUM
cana-3824	54	23	]	]	PUNCT
cana-3824	54	24	.	.	PUNCT
cana-3824	55	1	motivation	motivation	NOUN
cana-3824	55	2	:	:	PUNCT
cana-3824	55	3	in	in	ADP
cana-3824	55	4	wireless	wireless	ADJ
cana-3824	55	5	sensor	sensor	NOUN
cana-3824	55	6	networks	network	NOUN
cana-3824	55	7	(	(	PUNCT
cana-3824	55	8	wsns	wsns	NOUN
cana-3824	55	9	)	)	PUNCT
cana-3824	55	10	,	,	PUNCT
cana-3824	55	11	locating	locate	VERB
cana-3824	55	12	malicious	malicious	ADJ
cana-3824	55	13	nodes	node	NOUN
cana-3824	55	14	is	be	AUX
cana-3824	55	15	critical	critical	ADJ
cana-3824	55	16	to	to	ADP
cana-3824	55	17	maintaining	maintain	VERB
cana-3824	55	18	network	network	NOUN
cana-3824	55	19	security	security	NOUN
cana-3824	55	20	,	,	PUNCT
cana-3824	55	21	dependability	dependability	NOUN
cana-3824	55	22	,	,	PUNCT
cana-3824	55	23	and	and	CCONJ
cana-3824	55	24	data	datum	NOUN
cana-3824	55	25	integrity	integrity	NOUN
cana-3824	55	26	.	.	PUNCT
cana-3824	56	1	through	through	ADP
cana-3824	56	2	the	the	DET
cana-3824	56	3	identification	identification	NOUN
cana-3824	56	4	and	and	CCONJ
cana-3824	56	5	isolation	isolation	NOUN
cana-3824	56	6	of	of	ADP
cana-3824	56	7	these	these	DET
cana-3824	56	8	rogue	rogue	ADJ
cana-3824	56	9	elements	element	NOUN
cana-3824	56	10	,	,	PUNCT
cana-3824	56	11	the	the	DET
cana-3824	56	12	network	network	NOUN
cana-3824	56	13	can	can	AUX
cana-3824	56	14	continue	continue	VERB
cana-3824	56	15	to	to	PART
cana-3824	56	16	function	function	VERB
cana-3824	56	17	,	,	PUNCT
cana-3824	56	18	guaranteeing	guarantee	VERB
cana-3824	56	19	dependable	dependable	ADJ
cana-3824	56	20	operation	operation	NOUN
cana-3824	56	21	and	and	CCONJ
cana-3824	56	22	accurate	accurate	ADJ
cana-3824	56	23	data	data	NOUN
cana-3824	56	24	transmission	transmission	NOUN
cana-3824	56	25	.	.	PUNCT
cana-3824	57	1	malicious	malicious	ADJ
cana-3824	57	2	node	node	ADJ
cana-3824	57	3	detection	detection	NOUN
cana-3824	57	4	protects	protect	VERB
cana-3824	57	5	against	against	ADP
cana-3824	57	6	denial	denial	NOUN
cana-3824	57	7	-	-	PUNCT
cana-3824	57	8	of	of	ADP
cana-3824	57	9	-	-	PUNCT
cana-3824	57	10	service	service	NOUN
cana-3824	57	11	attacks	attack	NOUN
cana-3824	57	12	,	,	PUNCT
cana-3824	57	13	unauthorised	unauthorised	ADJ
cana-3824	57	14	access	access	NOUN
cana-3824	57	15	,	,	PUNCT
cana-3824	57	16	and	and	CCONJ
cana-3824	57	17	data	datum	NOUN
cana-3824	57	18	manipulation	manipulation	NOUN
cana-3824	57	19	while	while	SCONJ
cana-3824	57	20	fostering	foster	VERB
cana-3824	57	21	greater	great	ADJ
cana-3824	57	22	trust	trust	NOUN
cana-3824	57	23	among	among	ADP
cana-3824	57	24	network	network	NOUN
cana-3824	57	25	users	user	NOUN
cana-3824	57	26	.	.	PUNCT
cana-3824	58	1	proactive	proactive	ADJ
cana-3824	58	2	steps	step	NOUN
cana-3824	58	3	not	not	PART
cana-3824	58	4	only	only	ADV
cana-3824	58	5	reduce	reduce	VERB
cana-3824	58	6	possible	possible	ADJ
cana-3824	58	7	risks	risk	NOUN
cana-3824	58	8	but	but	CCONJ
cana-3824	58	9	also	also	ADV
cana-3824	58	10	make	make	VERB
cana-3824	58	11	wsns	wsns	NOUN
cana-3824	58	12	more	more	ADV
cana-3824	58	13	durable	durable	ADJ
cana-3824	58	14	and	and	CCONJ
cana-3824	58	15	effective	effective	ADJ
cana-3824	58	16	.	.	PUNCT
cana-3824	59	1	this	this	PRON
cana-3824	59	2	promotes	promote	VERB
cana-3824	59	3	innovation	innovation	NOUN
cana-3824	59	4	and	and	CCONJ
cana-3824	59	5	progress	progress	NOUN
cana-3824	59	6	in	in	ADP
cana-3824	59	7	a	a	DET
cana-3824	59	8	number	number	NOUN
cana-3824	59	9	of	of	ADP
cana-3824	59	10	industries	industry	NOUN
cana-3824	59	11	that	that	PRON
cana-3824	59	12	depend	depend	VERB
cana-3824	59	13	on	on	ADP
cana-3824	59	14	wsns	wsns	NOUN
cana-3824	59	15	,	,	PUNCT
cana-3824	59	16	including	include	VERB
cana-3824	59	17	industrial	industrial	ADJ
cana-3824	59	18	automation	automation	NOUN
cana-3824	59	19	,	,	PUNCT
cana-3824	59	20	environmental	environmental	ADJ
cana-3824	59	21	monitoring	monitoring	NOUN
cana-3824	59	22	,	,	PUNCT
cana-3824	59	23	and	and	CCONJ
cana-3824	59	24	healthcare	healthcare	PROPN
cana-3824	59	25	systems	system	NOUN
cana-3824	59	26	.	.	PUNCT
cana-3824	60	1	main	main	ADJ
cana-3824	60	2	contributions	contribution	NOUN
cana-3824	60	3	:	:	PUNCT
cana-3824	60	4	•	•	NUM
cana-3824	60	5	introduction	introduction	NOUN
cana-3824	60	6	of	of	ADP
cana-3824	60	7	a	a	DET
cana-3824	60	8	kgmo	kgmo	NOUN
cana-3824	60	9	-	-	PUNCT
cana-3824	60	10	based	base	VERB
cana-3824	60	11	modified	modify	VERB
cana-3824	60	12	reptile	reptile	NOUN
cana-3824	60	13	search	search	NOUN
cana-3824	60	14	algorithm	algorithm	NOUN
cana-3824	60	15	for	for	ADP
cana-3824	60	16	efficient	efficient	ADJ
cana-3824	60	17	cluster	cluster	NOUN
cana-3824	60	18	head	head	NOUN
cana-3824	60	19	selection	selection	NOUN
cana-3824	60	20	in	in	ADP
cana-3824	60	21	wsns	wsns	NOUN
cana-3824	60	22	,	,	PUNCT
cana-3824	60	23	prioritizing	prioritize	VERB
cana-3824	60	24	factors	factor	NOUN
cana-3824	60	25	like	like	ADP
cana-3824	60	26	distance	distance	NOUN
cana-3824	60	27	,	,	PUNCT
cana-3824	60	28	energy	energy	NOUN
cana-3824	60	29	,	,	PUNCT
cana-3824	60	30	security	security	NOUN
cana-3824	60	31	,	,	PUNCT
cana-3824	60	32	delay	delay	NOUN
cana-3824	60	33	,	,	PUNCT
cana-3824	60	34	trust	trust	NOUN
cana-3824	60	35	evaluation	evaluation	NOUN
cana-3824	60	36	,	,	PUNCT
cana-3824	60	37	and	and	CCONJ
cana-3824	60	38	rssi	rssi	NOUN
cana-3824	60	39	.	.	PUNCT
cana-3824	61	1	communications	communication	NOUN
cana-3824	61	2	on	on	ADP
cana-3824	61	3	applied	apply	VERB
cana-3824	61	4	nonlinear	nonlinear	ADJ
cana-3824	61	5	analysis	analysis	NOUN
cana-3824	61	6	issn	issn	NOUN
cana-3824	61	7	:	:	PUNCT
cana-3824	61	8	1074	1074	NUM
cana-3824	61	9	-	-	PUNCT
cana-3824	61	10	133x	133x	NUM
cana-3824	61	11	vol	vol	NOUN
cana-3824	61	12	32	32	NUM
cana-3824	61	13	no	no	NOUN
cana-3824	61	14	.	.	PUNCT
cana-3824	62	1	8s	8s	PROPN
cana-3824	62	2	(	(	PUNCT
cana-3824	62	3	2025	2025	NUM
cana-3824	62	4	)	)	PUNCT
cana-3824	62	5	813	813	NUM
cana-3824	62	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-3824	62	7	•	•	NUM
cana-3824	62	8	development	development	NOUN
cana-3824	62	9	of	of	ADP
cana-3824	62	10	an	an	DET
cana-3824	62	11	energy	energy	NOUN
cana-3824	62	12	-	-	PUNCT
cana-3824	62	13	efficient	efficient	ADJ
cana-3824	62	14	cross	cross	ADJ
cana-3824	62	15	-	-	ADJ
cana-3824	62	16	layer	layer	NOUN
cana-3824	62	17	-	-	PUNCT
cana-3824	62	18	based	base	VERB
cana-3824	62	19	routing	routing	NOUN
cana-3824	62	20	protocol	protocol	NOUN
cana-3824	62	21	(	(	PUNCT
cana-3824	62	22	e	e	NOUN
cana-3824	62	23	-	-	NOUN
cana-3824	62	24	cerp	cerp	NOUN
cana-3824	62	25	)	)	PUNCT
cana-3824	62	26	to	to	PART
cana-3824	62	27	dynamically	dynamically	ADV
cana-3824	62	28	minimize	minimize	VERB
cana-3824	62	29	network	network	NOUN
cana-3824	62	30	overhead	overhead	ADV
cana-3824	62	31	by	by	ADP
cana-3824	62	32	determining	determine	VERB
cana-3824	62	33	the	the	DET
cana-3824	62	34	shortest	short	ADJ
cana-3824	62	35	route	route	NOUN
cana-3824	62	36	.	.	PUNCT
cana-3824	63	1	•	•	NOUN
cana-3824	63	2	proposal	proposal	NOUN
cana-3824	63	3	of	of	ADP
cana-3824	63	4	an	an	DET
cana-3824	63	5	birnn	birnn	NOUN
cana-3824	63	6	model	model	NOUN
cana-3824	63	7	to	to	PART
cana-3824	63	8	detect	detect	VERB
cana-3824	63	9	malicious	malicious	ADJ
cana-3824	63	10	nodes	node	NOUN
cana-3824	63	11	,	,	PUNCT
cana-3824	63	12	addressing	address	VERB
cana-3824	63	13	security	security	NOUN
cana-3824	63	14	concerns	concern	NOUN
cana-3824	63	15	without	without	ADP
cana-3824	63	16	compromising	compromise	VERB
cana-3824	63	17	on	on	ADP
cana-3824	63	18	factors	factor	NOUN
cana-3824	63	19	like	like	ADP
cana-3824	63	20	power	power	NOUN
cana-3824	63	21	consumption	consumption	NOUN
cana-3824	63	22	,	,	PUNCT
cana-3824	63	23	delay	delay	NOUN
cana-3824	63	24	,	,	PUNCT
cana-3824	63	25	latency	latency	NOUN
cana-3824	63	26	,	,	PUNCT
cana-3824	63	27	and	and	CCONJ
cana-3824	63	28	data	datum	NOUN
cana-3824	63	29	aggregation	aggregation	NOUN
cana-3824	63	30	.	.	PUNCT
cana-3824	64	1	•	•	NUM
cana-3824	64	2	evaluation	evaluation	NOUN
cana-3824	64	3	of	of	ADP
cana-3824	64	4	the	the	DET
cana-3824	64	5	proposed	propose	VERB
cana-3824	64	6	method	method	NOUN
cana-3824	64	7	's	's	PART
cana-3824	64	8	performance	performance	NOUN
cana-3824	64	9	through	through	ADP
cana-3824	64	10	metrics	metric	NOUN
cana-3824	64	11	including	include	VERB
cana-3824	64	12	error	error	NOUN
cana-3824	64	13	estimation	estimation	NOUN
cana-3824	64	14	,	,	PUNCT
cana-3824	64	15	network	network	NOUN
cana-3824	64	16	lifetime	lifetime	NOUN
cana-3824	64	17	,	,	PUNCT
cana-3824	64	18	packet	packet	NOUN
cana-3824	64	19	loss	loss	NOUN
cana-3824	64	20	rate	rate	NOUN
cana-3824	64	21	,	,	PUNCT
cana-3824	64	22	packet	packet	NOUN
cana-3824	64	23	delivery	delivery	NOUN
cana-3824	64	24	ratio	ratio	NOUN
cana-3824	64	25	(	(	PUNCT
cana-3824	64	26	pdr	pdr	PROPN
cana-3824	64	27	)	)	PUNCT
cana-3824	64	28	,	,	PUNCT
cana-3824	64	29	packet	packet	NOUN
cana-3824	64	30	delay	delay	NOUN
cana-3824	64	31	,	,	PUNCT
cana-3824	64	32	throughput	throughput	NOUN
cana-3824	64	33	,	,	PUNCT
cana-3824	64	34	power	power	NOUN
cana-3824	64	35	consumption	consumption	NOUN
cana-3824	64	36	,	,	PUNCT
cana-3824	64	37	and	and	CCONJ
cana-3824	64	38	packet	packet	NOUN
cana-3824	64	39	loss	loss	NOUN
cana-3824	64	40	rate	rate	NOUN
cana-3824	64	41	,	,	PUNCT
cana-3824	64	42	demonstrating	demonstrate	VERB
cana-3824	64	43	superior	superior	ADJ
cana-3824	64	44	results	result	NOUN
cana-3824	64	45	compared	compare	VERB
cana-3824	64	46	to	to	ADP
cana-3824	64	47	existing	exist	VERB
cana-3824	64	48	methods	method	NOUN
cana-3824	64	49	.	.	PUNCT
cana-3824	65	1	organization	organization	NOUN
cana-3824	65	2	of	of	ADP
cana-3824	65	3	the	the	DET
cana-3824	65	4	paper	paper	NOUN
cana-3824	65	5	:	:	PUNCT
cana-3824	65	6	the	the	DET
cana-3824	65	7	following	follow	VERB
cana-3824	65	8	is	be	AUX
cana-3824	65	9	the	the	DET
cana-3824	65	10	order	order	NOUN
cana-3824	65	11	of	of	ADP
cana-3824	65	12	the	the	DET
cana-3824	65	13	residual	residual	ADJ
cana-3824	65	14	sections	section	NOUN
cana-3824	65	15	:	:	PUNCT
cana-3824	65	16	related	relate	VERB
cana-3824	65	17	works	work	NOUN
cana-3824	65	18	are	be	AUX
cana-3824	65	19	exhibited	exhibit	VERB
cana-3824	65	20	in	in	ADP
cana-3824	65	21	section	section	NOUN
cana-3824	65	22	2	2	NUM
cana-3824	65	23	,	,	PUNCT
cana-3824	65	24	dataset	dataset	VERB
cana-3824	65	25	details	detail	NOUN
cana-3824	65	26	are	be	AUX
cana-3824	65	27	provided	provide	VERB
cana-3824	65	28	in	in	ADP
cana-3824	65	29	section	section	NOUN
cana-3824	65	30	3	3	NUM
cana-3824	65	31	,	,	PUNCT
cana-3824	65	32	the	the	DET
cana-3824	65	33	suggested	suggest	VERB
cana-3824	65	34	approach	approach	NOUN
cana-3824	65	35	is	be	AUX
cana-3824	65	36	presented	present	VERB
cana-3824	65	37	in	in	ADP
cana-3824	65	38	section	section	NOUN
cana-3824	65	39	4	4	NUM
cana-3824	65	40	,	,	PUNCT
cana-3824	65	41	the	the	DET
cana-3824	65	42	experimental	experimental	ADJ
cana-3824	65	43	analysis	analysis	NOUN
cana-3824	65	44	is	be	AUX
cana-3824	65	45	presented	present	VERB
cana-3824	65	46	in	in	ADP
cana-3824	65	47	section	section	NOUN
cana-3824	65	48	5	5	NUM
cana-3824	65	49	,	,	PUNCT
cana-3824	65	50	and	and	CCONJ
cana-3824	65	51	a	a	DET
cana-3824	65	52	conclusion	conclusion	NOUN
cana-3824	65	53	is	be	AUX
cana-3824	65	54	reached	reach	VERB
cana-3824	65	55	in	in	ADP
cana-3824	65	56	section	section	NOUN
cana-3824	65	57	6	6	NUM
cana-3824	65	58	.	.	NOUN
cana-3824	66	1	2	2	NUM
cana-3824	66	2	.	.	X
cana-3824	66	3	literature	literature	NOUN
cana-3824	66	4	survey	survey	NOUN
cana-3824	66	5	in	in	ADP
cana-3824	66	6	the	the	DET
cana-3824	66	7	work	work	NOUN
cana-3824	66	8	by	by	ADP
cana-3824	66	9	nouman	nouman	NOUN
cana-3824	66	10	,	,	PUNCT
cana-3824	66	11	m.	m.	NOUN
cana-3824	66	12	,	,	PUNCT
cana-3824	66	13	et	et	PROPN
cana-3824	66	14	al	al	PROPN
cana-3824	66	15	.	.	PUNCT
cana-3824	67	1	[	[	X
cana-3824	67	2	13	13	NUM
cana-3824	67	3	]	]	PUNCT
cana-3824	67	4	,	,	PUNCT
cana-3824	67	5	in	in	ADP
cana-3824	67	6	order	order	NOUN
cana-3824	67	7	to	to	PART
cana-3824	67	8	address	address	VERB
cana-3824	67	9	several	several	ADJ
cana-3824	67	10	security	security	NOUN
cana-3824	67	11	concerns	concern	NOUN
cana-3824	67	12	and	and	CCONJ
cana-3824	67	13	enable	enable	ADJ
cana-3824	67	14	nodes	node	NOUN
cana-3824	67	15	to	to	PART
cana-3824	67	16	be	be	AUX
cana-3824	67	17	registered	register	VERB
cana-3824	67	18	using	use	VERB
cana-3824	67	19	login	login	NOUN
cana-3824	67	20	credentials	credential	NOUN
cana-3824	67	21	,	,	PUNCT
cana-3824	67	22	blockchain	blockchain	PROPN
cana-3824	67	23	technology	technology	PROPN
cana-3824	67	24	was	be	AUX
cana-3824	67	25	deployed	deploy	VERB
cana-3824	67	26	on	on	ADP
cana-3824	67	27	base	base	NOUN
cana-3824	67	28	stations	station	NOUN
cana-3824	67	29	(	(	PUNCT
cana-3824	67	30	bss	bss	NOUN
cana-3824	67	31	)	)	PUNCT
cana-3824	67	32	and	and	CCONJ
cana-3824	67	33	cluster	cluster	NOUN
cana-3824	67	34	heads	head	NOUN
cana-3824	67	35	(	(	PUNCT
cana-3824	67	36	chs	chs	PROPN
cana-3824	67	37	)	)	PUNCT
cana-3824	67	38	.	.	PUNCT
cana-3824	68	1	to	to	PART
cana-3824	68	2	further	far	ADV
cana-3824	68	3	categorise	categorise	VERB
cana-3824	68	4	the	the	DET
cana-3824	68	5	nodes	node	NOUN
cana-3824	68	6	as	as	ADP
cana-3824	68	7	malicious	malicious	ADJ
cana-3824	68	8	or	or	CCONJ
cana-3824	68	9	legitimate	legitimate	ADJ
cana-3824	68	10	,	,	PUNCT
cana-3824	68	11	a	a	DET
cana-3824	68	12	machine	machine	NOUN
cana-3824	68	13	learning	learning	NOUN
cana-3824	68	14	(	(	PUNCT
cana-3824	68	15	ml	ml	ADJ
cana-3824	68	16	)	)	PUNCT
cana-3824	68	17	classifier	classifier	NOUN
cana-3824	68	18	known	know	VERB
cana-3824	68	19	as	as	ADP
cana-3824	68	20	the	the	DET
cana-3824	68	21	histogram	histogram	NOUN
cana-3824	68	22	gradient	gradient	ADJ
cana-3824	68	23	boost	boost	NOUN
cana-3824	68	24	(	(	PUNCT
cana-3824	68	25	hgb	hgb	NOUN
cana-3824	68	26	)	)	PUNCT
cana-3824	68	27	was	be	AUX
cana-3824	68	28	applied	apply	VERB
cana-3824	68	29	to	to	ADP
cana-3824	68	30	the	the	DET
cana-3824	68	31	bss	bss	NOUN
cana-3824	68	32	.	.	PUNCT
cana-3824	69	1	the	the	DET
cana-3824	69	2	node	node	NOUN
cana-3824	69	3	's	's	PART
cana-3824	69	4	registration	registration	NOUN
cana-3824	69	5	was	be	AUX
cana-3824	69	6	removed	remove	VERB
cana-3824	69	7	from	from	ADP
cana-3824	69	8	the	the	DET
cana-3824	69	9	network	network	NOUN
cana-3824	69	10	in	in	ADP
cana-3824	69	11	the	the	DET
cana-3824	69	12	event	event	NOUN
cana-3824	69	13	that	that	SCONJ
cana-3824	69	14	it	it	PRON
cana-3824	69	15	was	be	AUX
cana-3824	69	16	discovered	discover	VERB
cana-3824	69	17	to	to	PART
cana-3824	69	18	be	be	AUX
cana-3824	69	19	malicious	malicious	ADJ
cana-3824	69	20	.	.	PUNCT
cana-3824	70	1	on	on	ADP
cana-3824	70	2	the	the	DET
cana-3824	70	3	other	other	ADJ
cana-3824	70	4	hand	hand	NOUN
cana-3824	70	5	,	,	PUNCT
cana-3824	70	6	the	the	DET
cana-3824	70	7	data	datum	NOUN
cana-3824	70	8	of	of	ADP
cana-3824	70	9	a	a	DET
cana-3824	70	10	node	node	NOUN
cana-3824	70	11	that	that	PRON
cana-3824	70	12	was	be	AUX
cana-3824	70	13	determined	determine	VERB
cana-3824	70	14	to	to	PART
cana-3824	70	15	be	be	AUX
cana-3824	70	16	authentic	authentic	ADJ
cana-3824	70	17	was	be	AUX
cana-3824	70	18	kept	keep	VERB
cana-3824	70	19	in	in	ADP
cana-3824	70	20	an	an	DET
cana-3824	70	21	interplanetary	interplanetary	ADJ
cana-3824	70	22	file	file	NOUN
cana-3824	70	23	system	system	NOUN
cana-3824	70	24	(	(	PUNCT
cana-3824	70	25	ipfs	ipf	NOUN
cana-3824	70	26	)	)	PUNCT
cana-3824	70	27	.	.	PUNCT
cana-3824	71	1	after	after	ADP
cana-3824	71	2	creating	create	VERB
cana-3824	71	3	ipfs	ipf	NOUN
cana-3824	71	4	stored	store	VERB
cana-3824	71	5	the	the	DET
cana-3824	71	6	data	datum	NOUN
cana-3824	71	7	in	in	ADP
cana-3824	71	8	chunks	chunk	NOUN
cana-3824	71	9	and	and	CCONJ
cana-3824	71	10	used	use	VERB
cana-3824	71	11	it	it	PRON
cana-3824	71	12	as	as	ADP
cana-3824	71	13	a	a	DET
cana-3824	71	14	hash	hash	NOUN
cana-3824	71	15	that	that	PRON
cana-3824	71	16	were	be	AUX
cana-3824	71	17	subsequently	subsequently	ADV
cana-3824	71	18	recorded	record	VERB
cana-3824	71	19	in	in	ADP
cana-3824	71	20	the	the	DET
cana-3824	71	21	blockchain	blockchain	PROPN
cana-3824	71	22	.	.	PUNCT
cana-3824	72	1	verifiable	verifiable	ADJ
cana-3824	72	2	byzantine	byzantine	ADJ
cana-3824	72	3	fault	fault	NOUN
cana-3824	72	4	tolerance	tolerance	NOUN
cana-3824	72	5	(	(	PUNCT
cana-3824	72	6	vbft	vbft	NOUN
cana-3824	72	7	)	)	PUNCT
cana-3824	72	8	was	be	AUX
cana-3824	72	9	also	also	ADV
cana-3824	72	10	employed	employ	VERB
cana-3824	72	11	to	to	PART
cana-3824	72	12	carry	carry	VERB
cana-3824	72	13	out	out	ADP
cana-3824	72	14	consensus	consensus	NOUN
cana-3824	72	15	and	and	CCONJ
cana-3824	72	16	validate	validate	VERB
cana-3824	72	17	transactions	transaction	NOUN
cana-3824	72	18	in	in	ADP
cana-3824	72	19	place	place	NOUN
cana-3824	72	20	of	of	ADP
cana-3824	72	21	proof	proof	NOUN
cana-3824	72	22	of	of	ADP
cana-3824	72	23	work	work	NOUN
cana-3824	72	24	(	(	PUNCT
cana-3824	72	25	pow	pow	PROPN
cana-3824	72	26	)	)	PUNCT
cana-3824	72	27	.	.	PUNCT
cana-3824	73	1	furthermore	furthermore	ADV
cana-3824	73	2	,	,	PUNCT
cana-3824	73	3	extensive	extensive	ADJ
cana-3824	73	4	simulations	simulation	NOUN
cana-3824	73	5	were	be	AUX
cana-3824	73	6	run	run	VERB
cana-3824	73	7	with	with	ADP
cana-3824	73	8	the	the	DET
cana-3824	73	9	wsn	wsn	NOUN
cana-3824	73	10	-	-	ADJ
cana-3824	73	11	ds	ds	ADJ
cana-3824	73	12	(	(	PUNCT
cana-3824	73	13	wireless	wireless	ADJ
cana-3824	73	14	sensor	sensor	NOUN
cana-3824	73	15	network	network	NOUN
cana-3824	73	16	)	)	PUNCT
cana-3824	73	17	dataset	dataset	NOUN
cana-3824	73	18	.	.	PUNCT
cana-3824	74	1	the	the	DET
cana-3824	74	2	balanced	balanced	ADJ
cana-3824	74	3	dataset	dataset	NOUN
cana-3824	74	4	as	as	ADV
cana-3824	74	5	well	well	ADV
cana-3824	74	6	as	as	ADP
cana-3824	74	7	the	the	DET
cana-3824	74	8	original	original	ADJ
cana-3824	74	9	dataset	dataset	NOUN
cana-3824	74	10	were	be	AUX
cana-3824	74	11	used	use	VERB
cana-3824	74	12	to	to	PART
cana-3824	74	13	evaluate	evaluate	VERB
cana-3824	74	14	the	the	DET
cana-3824	74	15	model	model	NOUN
cana-3824	74	16	.	.	PUNCT
cana-3824	75	1	moundounga	moundounga	PROPN
cana-3824	75	2	,	,	PUNCT
cana-3824	75	3	a.	a.	PROPN
cana-3824	75	4	r.	r.	PROPN
cana-3824	75	5	a.	a.	PROPN
cana-3824	75	6	,	,	PUNCT
cana-3824	75	7	et	et	PROPN
cana-3824	75	8	al	al	PROPN
cana-3824	75	9	.	.	PUNCT
cana-3824	76	1	[	[	X
cana-3824	76	2	14	14	NUM
cana-3824	76	3	]	]	PUNCT
cana-3824	76	4	intended	intend	VERB
cana-3824	76	5	to	to	PART
cana-3824	76	6	create	create	VERB
cana-3824	76	7	an	an	DET
cana-3824	76	8	anomaly	anomaly	NOUN
cana-3824	76	9	identification	identification	NOUN
cana-3824	76	10	method	method	NOUN
cana-3824	76	11	that	that	PRON
cana-3824	76	12	would	would	AUX
cana-3824	76	13	increase	increase	VERB
cana-3824	76	14	the	the	DET
cana-3824	76	15	accuracy	accuracy	NOUN
cana-3824	76	16	and	and	CCONJ
cana-3824	76	17	security	security	NOUN
cana-3824	76	18	of	of	ADP
cana-3824	76	19	the	the	DET
cana-3824	76	20	sensor	sensor	NOUN
cana-3824	76	21	network	network	NOUN
cana-3824	76	22	.	.	PUNCT
cana-3824	77	1	in	in	ADP
cana-3824	77	2	order	order	NOUN
cana-3824	77	3	to	to	PART
cana-3824	77	4	achieve	achieve	VERB
cana-3824	77	5	this	this	PRON
cana-3824	77	6	,	,	PUNCT
cana-3824	77	7	a	a	DET
cana-3824	77	8	detection	detection	NOUN
cana-3824	77	9	system	system	NOUN
cana-3824	77	10	that	that	PRON
cana-3824	77	11	recognised	recognise	VERB
cana-3824	77	12	network	network	NOUN
cana-3824	77	13	malicious	malicious	ADJ
cana-3824	77	14	entries	entry	NOUN
cana-3824	77	15	by	by	ADP
cana-3824	77	16	learning	learn	VERB
cana-3824	77	17	from	from	ADP
cana-3824	77	18	routing	route	VERB
cana-3824	77	19	datasets	dataset	NOUN
cana-3824	77	20	was	be	AUX
cana-3824	77	21	defined	define	VERB
cana-3824	77	22	using	use	VERB
cana-3824	77	23	machine	machine	NOUN
cana-3824	77	24	learning	learning	NOUN
cana-3824	77	25	techniques	technique	NOUN
cana-3824	77	26	.	.	PUNCT
cana-3824	78	1	the	the	DET
cana-3824	78	2	models	model	NOUN
cana-3824	78	3	relied	rely	VERB
cana-3824	78	4	on	on	ADP
cana-3824	78	5	the	the	DET
cana-3824	78	6	stochastic	stochastic	ADJ
cana-3824	78	7	assumptions	assumption	NOUN
cana-3824	78	8	of	of	ADP
cana-3824	78	9	the	the	DET
cana-3824	78	10	gaussian	gaussian	ADJ
cana-3824	78	11	mixture	mixture	NOUN
cana-3824	78	12	model	model	NOUN
cana-3824	78	13	(	(	PUNCT
cana-3824	78	14	gmm	gmm	NOUN
cana-3824	78	15	)	)	PUNCT
cana-3824	78	16	and	and	CCONJ
cana-3824	78	17	the	the	DET
cana-3824	78	18	hidden	hide	VERB
cana-3824	78	19	markov	markov	NOUN
cana-3824	78	20	model	model	NOUN
cana-3824	78	21	(	(	PUNCT
cana-3824	78	22	hmm	hmm	INTJ
cana-3824	78	23	)	)	PUNCT
cana-3824	78	24	.	.	PUNCT
cana-3824	79	1	in	in	ADP
cana-3824	79	2	addition	addition	NOUN
cana-3824	79	3	,	,	PUNCT
cana-3824	79	4	the	the	DET
cana-3824	79	5	most	most	ADV
cana-3824	79	6	pertinent	pertinent	ADJ
cana-3824	79	7	features	feature	NOUN
cana-3824	79	8	for	for	ADP
cana-3824	79	9	the	the	DET
cana-3824	79	10	training	training	NOUN
cana-3824	79	11	were	be	AUX
cana-3824	79	12	chosen	choose	VERB
cana-3824	79	13	using	use	VERB
cana-3824	79	14	the	the	DET
cana-3824	79	15	dimensionality	dimensionality	NOUN
cana-3824	79	16	reduction	reduction	NOUN
cana-3824	79	17	technique	technique	NOUN
cana-3824	79	18	.	.	PUNCT
cana-3824	80	1	a	a	DET
cana-3824	80	2	dataset	dataset	NOUN
cana-3824	80	3	representing	represent	VERB
cana-3824	80	4	various	various	ADJ
cana-3824	80	5	network	network	NOUN
cana-3824	80	6	scenarios	scenario	NOUN
cana-3824	80	7	,	,	PUNCT
cana-3824	80	8	including	include	VERB
cana-3824	80	9	both	both	CCONJ
cana-3824	80	10	normal	normal	ADJ
cana-3824	80	11	and	and	CCONJ
cana-3824	80	12	attacked	attack	VERB
cana-3824	80	13	cases	case	NOUN
cana-3824	80	14	,	,	PUNCT
cana-3824	80	15	was	be	AUX
cana-3824	80	16	used	use	VERB
cana-3824	80	17	in	in	ADP
cana-3824	80	18	the	the	DET
cana-3824	80	19	independently	independently	ADV
cana-3824	80	20	executed	execute	VERB
cana-3824	80	21	experimentation	experimentation	NOUN
cana-3824	80	22	phase	phase	NOUN
cana-3824	80	23	.	.	PUNCT
cana-3824	81	1	a	a	DET
cana-3824	81	2	2	2	NUM
cana-3824	81	3	hmm/3	hmm/3	PROPN
cana-3824	81	4	gmm	gmm	NOUN
cana-3824	81	5	classifier	classifier	NOUN
cana-3824	81	6	was	be	AUX
cana-3824	81	7	used	use	VERB
cana-3824	81	8	to	to	PART
cana-3824	81	9	achieve	achieve	VERB
cana-3824	81	10	a	a	DET
cana-3824	81	11	92.18	92.18	NUM
cana-3824	81	12	%	%	NOUN
cana-3824	81	13	classification	classification	NOUN
cana-3824	81	14	accuracy	accuracy	NOUN
cana-3824	81	15	as	as	ADP
cana-3824	81	16	the	the	DET
cana-3824	81	17	method	method	NOUN
cana-3824	81	18	's	's	PART
cana-3824	81	19	output	output	NOUN
cana-3824	81	20	.	.	PUNCT
cana-3824	82	1	the	the	DET
cana-3824	82	2	study	study	NOUN
cana-3824	82	3	conducted	conduct	VERB
cana-3824	82	4	by	by	ADP
cana-3824	82	5	gebremariam	gebremariam	PROPN
cana-3824	82	6	,	,	PUNCT
cana-3824	82	7	g.	g.	PROPN
cana-3824	82	8	g.	g.	PROPN
cana-3824	82	9	,	,	PUNCT
cana-3824	82	10	et	et	PROPN
cana-3824	82	11	al	al	PROPN
cana-3824	82	12	.	.	PUNCT
cana-3824	83	1	[	[	X
cana-3824	83	2	15	15	NUM
cana-3824	83	3	]	]	PUNCT
cana-3824	83	4	outlined	outline	VERB
cana-3824	83	5	a	a	DET
cana-3824	83	6	technique	technique	NOUN
cana-3824	83	7	for	for	ADP
cana-3824	83	8	secure	secure	ADJ
cana-3824	83	9	attack	attack	NOUN
cana-3824	83	10	localization	localization	NOUN
cana-3824	83	11	and	and	CCONJ
cana-3824	83	12	detection	detection	NOUN
cana-3824	83	13	that	that	PRON
cana-3824	83	14	improves	improve	VERB
cana-3824	83	15	security	security	NOUN
cana-3824	83	16	and	and	CCONJ
cana-3824	83	17	service	service	NOUN
cana-3824	83	18	delivery	delivery	NOUN
cana-3824	83	19	in	in	ADP
cana-3824	83	20	iot	iot	NOUN
cana-3824	83	21	-	-	PUNCT
cana-3824	83	22	wsns	wsns	NOUN
cana-3824	83	23	.	.	PUNCT
cana-3824	84	1	prior	prior	ADV
cana-3824	84	2	to	to	ADP
cana-3824	84	3	beacon	beacon	NOUN
cana-3824	84	4	nodes	node	NOUN
cana-3824	84	5	transmitting	transmit	VERB
cana-3824	84	6	information	information	NOUN
cana-3824	84	7	to	to	ADP
cana-3824	84	8	the	the	DET
cana-3824	84	9	base	base	NOUN
cana-3824	84	10	station	station	NOUN
cana-3824	84	11	,	,	PUNCT
cana-3824	84	12	the	the	DET
cana-3824	84	13	method	method	NOUN
cana-3824	84	14	generated	generate	VERB
cana-3824	84	15	blockchain	blockchain	PROPN
cana-3824	84	16	trust	trust	PROPN
cana-3824	84	17	values	value	NOUN
cana-3824	84	18	using	use	VERB
cana-3824	84	19	a	a	DET
cana-3824	84	20	hierarchical	hierarchical	ADJ
cana-3824	84	21	design	design	NOUN
cana-3824	84	22	and	and	CCONJ
cana-3824	84	23	blockchain	blockchain	NOUN
cana-3824	84	24	-	-	PUNCT
cana-3824	84	25	based	base	VERB
cana-3824	84	26	trust	trust	NOUN
cana-3824	84	27	assessment	assessment	NOUN
cana-3824	84	28	and	and	CCONJ
cana-3824	84	29	cascade	cascade	NOUN
cana-3824	84	30	encryption	encryption	NOUN
cana-3824	84	31	.	.	PUNCT
cana-3824	85	1	according	accord	VERB
cana-3824	85	2	to	to	ADP
cana-3824	85	3	simulation	simulation	NOUN
cana-3824	85	4	results	result	NOUN
cana-3824	85	5	,	,	PUNCT
cana-3824	85	6	nodes	node	NOUN
cana-3824	85	7	'	'	PART
cana-3824	85	8	trust	trust	NOUN
cana-3824	85	9	value	value	NOUN
cana-3824	85	10	was	be	AUX
cana-3824	85	11	measured	measure	VERB
cana-3824	85	12	by	by	ADP
cana-3824	85	13	cascading	cascade	VERB
cana-3824	85	14	encryption	encryption	NOUN
cana-3824	85	15	and	and	CCONJ
cana-3824	85	16	feature	feature	NOUN
cana-3824	85	17	assessment	assessment	NOUN
cana-3824	85	18	,	,	PUNCT
cana-3824	85	19	which	which	PRON
cana-3824	85	20	rewarded	reward	VERB
cana-3824	85	21	nodes	node	NOUN
cana-3824	85	22	for	for	ADP
cana-3824	85	23	their	their	PRON
cana-3824	85	24	trust	trust	NOUN
cana-3824	85	25	and	and	CCONJ
cana-3824	85	26	service	service	NOUN
cana-3824	85	27	provisioning	provisioning	NOUN
cana-3824	85	28	.	.	PUNCT
cana-3824	86	1	this	this	PRON
cana-3824	86	2	led	lead	VERB
cana-3824	86	3	to	to	ADP
cana-3824	86	4	the	the	DET
cana-3824	86	5	removal	removal	NOUN
cana-3824	86	6	of	of	ADP
cana-3824	86	7	malicious	malicious	ADJ
cana-3824	86	8	nodes	node	NOUN
cana-3824	86	9	,	,	PUNCT
cana-3824	86	10	which	which	PRON
cana-3824	86	11	compromised	compromise	VERB
cana-3824	86	12	the	the	DET
cana-3824	86	13	network	network	NOUN
cana-3824	86	14	's	's	PART
cana-3824	86	15	quality	quality	NOUN
cana-3824	86	16	of	of	ADP
cana-3824	86	17	service	service	NOUN
cana-3824	86	18	and	and	CCONJ
cana-3824	86	19	localization	localization	NOUN
cana-3824	86	20	accuracy	accuracy	NOUN
cana-3824	86	21	.	.	PUNCT
cana-3824	87	1	federated	federated	ADJ
cana-3824	87	2	machine	machine	NOUN
cana-3824	87	3	learning	learning	NOUN
cana-3824	87	4	,	,	PUNCT
cana-3824	87	5	which	which	PRON
cana-3824	87	6	combined	combine	VERB
cana-3824	87	7	unprocessed	unprocesse	VERB
cana-3824	87	8	device	device	NOUN
cana-3824	87	9	data	datum	NOUN
cana-3824	87	10	and	and	CCONJ
cana-3824	87	11	added	add	VERB
cana-3824	87	12	malicious	malicious	ADJ
cana-3824	87	13	threat	threat	NOUN
cana-3824	87	14	intelligence	intelligence	NOUN
cana-3824	87	15	to	to	ADP
cana-3824	87	16	the	the	DET
cana-3824	87	17	blockchain	blockchain	NOUN
cana-3824	87	18	,	,	PUNCT
cana-3824	87	19	enhanced	enhance	VERB
cana-3824	87	20	data	data	NOUN
cana-3824	87	21	security	security	NOUN
cana-3824	87	22	and	and	CCONJ
cana-3824	87	23	transmission	transmission	NOUN
cana-3824	87	24	.	.	PUNCT
cana-3824	88	1	federated	federated	ADJ
cana-3824	88	2	learning	learning	NOUN
cana-3824	88	3	was	be	AUX
cana-3824	88	4	utilised	utilise	VERB
cana-3824	88	5	to	to	PART
cana-3824	88	6	categorise	categorise	VERB
cana-3824	88	7	malicious	malicious	ADJ
cana-3824	88	8	nodes	node	NOUN
cana-3824	88	9	by	by	ADP
cana-3824	88	10	applying	apply	VERB
cana-3824	88	11	a	a	DET
cana-3824	88	12	feature	feature	NOUN
cana-3824	88	13	evaluation	evaluation	NOUN
cana-3824	88	14	procedure	procedure	NOUN
cana-3824	88	15	.	.	PUNCT
cana-3824	89	1	this	this	DET
cana-3824	89	2	method	method	NOUN
cana-3824	89	3	combined	combine	VERB
cana-3824	89	4	support	support	NOUN
cana-3824	89	5	vector	vector	NOUN
cana-3824	89	6	machines	machine	NOUN
cana-3824	89	7	,	,	PUNCT
cana-3824	89	8	gradient	gradient	ADJ
cana-3824	89	9	boost	boost	NOUN
cana-3824	89	10	,	,	PUNCT
cana-3824	89	11	ensemble	ensemble	ADJ
cana-3824	89	12	learning	learning	NOUN
cana-3824	89	13	,	,	PUNCT
cana-3824	89	14	hybrid	hybrid	ADJ
cana-3824	89	15	random	random	ADJ
cana-3824	89	16	forests	forest	NOUN
cana-3824	89	17	,	,	PUNCT
cana-3824	89	18	and	and	CCONJ
cana-3824	89	19	k	k	X
cana-3824	89	20	-	-	PUNCT
cana-3824	89	21	means	mean	VERB
cana-3824	89	22	clustering	clustering	NOUN
cana-3824	89	23	.	.	PUNCT
cana-3824	90	1	communications	communication	NOUN
cana-3824	90	2	on	on	ADP
cana-3824	90	3	applied	apply	VERB
cana-3824	90	4	nonlinear	nonlinear	ADJ
cana-3824	90	5	analysis	analysis	NOUN
cana-3824	90	6	issn	issn	NOUN
cana-3824	90	7	:	:	PUNCT
cana-3824	90	8	1074	1074	NUM
cana-3824	90	9	-	-	PUNCT
cana-3824	90	10	133x	133x	NUM
cana-3824	90	11	vol	vol	NOUN
cana-3824	90	12	32	32	NUM
cana-3824	90	13	no	no	NOUN
cana-3824	90	14	.	.	PUNCT
cana-3824	91	1	8s	8s	PROPN
cana-3824	91	2	(	(	PUNCT
cana-3824	91	3	2025	2025	NUM
cana-3824	91	4	)	)	PUNCT
cana-3824	91	5	814	814	NUM
cana-3824	91	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	91	7	the	the	DET
cana-3824	91	8	paper	paper	NOUN
cana-3824	91	9	by	by	ADP
cana-3824	91	10	lai	lai	PROPN
cana-3824	91	11	,	,	PUNCT
cana-3824	91	12	y	y	PROPN
cana-3824	91	13	et	et	PROPN
cana-3824	91	14	al	al	PROPN
cana-3824	91	15	.	.	PUNCT
cana-3824	92	1	[	[	X
cana-3824	92	2	9	9	NUM
cana-3824	92	3	]	]	PUNCT
cana-3824	92	4	presented	present	VERB
cana-3824	92	5	a	a	DET
cana-3824	92	6	correlation	correlation	NOUN
cana-3824	92	7	theory	theory	NOUN
cana-3824	92	8	-	-	PUNCT
cana-3824	92	9	based	base	VERB
cana-3824	92	10	malicious	malicious	ADJ
cana-3824	92	11	-	-	PUNCT
cana-3824	92	12	node	node	ADJ
cana-3824	92	13	identification	identification	NOUN
cana-3824	92	14	technique	technique	NOUN
cana-3824	92	15	to	to	PART
cana-3824	92	16	prevent	prevent	VERB
cana-3824	92	17	fault	fault	NOUN
cana-3824	92	18	data	datum	NOUN
cana-3824	92	19	injection	injection	NOUN
cana-3824	92	20	attacks	attack	NOUN
cana-3824	92	21	.	.	PUNCT
cana-3824	93	1	initially	initially	ADV
cana-3824	93	2	,	,	PUNCT
cana-3824	93	3	anomalies	anomaly	NOUN
cana-3824	93	4	between	between	ADP
cana-3824	93	5	related	related	ADJ
cana-3824	93	6	types	type	NOUN
cana-3824	93	7	of	of	ADP
cana-3824	93	8	sensor	sensor	NOUN
cana-3824	93	9	data	datum	NOUN
cana-3824	93	10	were	be	AUX
cana-3824	93	11	found	find	VERB
cana-3824	93	12	using	use	VERB
cana-3824	93	13	time	time	NOUN
cana-3824	93	14	correlation	correlation	NOUN
cana-3824	93	15	.	.	PUNCT
cana-3824	94	1	malicious	malicious	ADJ
cana-3824	94	2	nodes	node	NOUN
cana-3824	94	3	were	be	AUX
cana-3824	94	4	then	then	ADV
cana-3824	94	5	identified	identify	VERB
cana-3824	94	6	using	use	VERB
cana-3824	94	7	spatial	spatial	ADJ
cana-3824	94	8	correlation	correlation	NOUN
cana-3824	94	9	.	.	PUNCT
cana-3824	95	1	in	in	ADP
cana-3824	95	2	the	the	DET
cana-3824	95	3	end	end	NOUN
cana-3824	95	4	,	,	PUNCT
cana-3824	95	5	event	event	NOUN
cana-3824	95	6	correlation	correlation	NOUN
cana-3824	95	7	was	be	AUX
cana-3824	95	8	employed	employ	VERB
cana-3824	95	9	to	to	PART
cana-3824	95	10	confirm	confirm	VERB
cana-3824	95	11	the	the	DET
cana-3824	95	12	presence	presence	NOUN
cana-3824	95	13	of	of	ADP
cana-3824	95	14	the	the	DET
cana-3824	95	15	detected	detect	VERB
cana-3824	95	16	malicious	malicious	ADJ
cana-3824	95	17	nodes	node	NOUN
cana-3824	95	18	.	.	PUNCT
cana-3824	96	1	ahlawat	ahlawat	PROPN
cana-3824	96	2	,	,	PUNCT
cana-3824	96	3	p.	p.	PROPN
cana-3824	96	4	,	,	PUNCT
cana-3824	96	5	et	et	PROPN
cana-3824	96	6	al	al	PROPN
cana-3824	96	7	.	.	PUNCT
cana-3824	97	1	[	[	X
cana-3824	97	2	16	16	NUM
cana-3824	97	3	]	]	PUNCT
cana-3824	97	4	presented	present	VERB
cana-3824	97	5	the	the	DET
cana-3824	97	6	convolution	convolution	NOUN
cana-3824	97	7	coding	code	VERB
cana-3824	97	8	approach	approach	NOUN
cana-3824	97	9	,	,	PUNCT
cana-3824	97	10	a	a	DET
cana-3824	97	11	method	method	NOUN
cana-3824	97	12	based	base	VERB
cana-3824	97	13	on	on	ADP
cana-3824	97	14	a	a	DET
cana-3824	97	15	sophisticated	sophisticated	ADJ
cana-3824	97	16	encoding	encoding	NOUN
cana-3824	97	17	technique	technique	NOUN
cana-3824	97	18	.	.	PUNCT
cana-3824	98	1	the	the	DET
cana-3824	98	2	first	first	ADJ
cana-3824	98	3	bits	bit	NOUN
cana-3824	98	4	were	be	AUX
cana-3824	98	5	assigned	assign	VERB
cana-3824	98	6	based	base	VERB
cana-3824	98	7	on	on	ADP
cana-3824	98	8	the	the	DET
cana-3824	98	9	requirements	requirement	NOUN
cana-3824	98	10	of	of	ADP
cana-3824	98	11	the	the	DET
cana-3824	98	12	network	network	NOUN
cana-3824	98	13	,	,	PUNCT
cana-3824	98	14	and	and	CCONJ
cana-3824	98	15	each	each	DET
cana-3824	98	16	node	node	NOUN
cana-3824	98	17	's	's	PART
cana-3824	98	18	final	final	ADJ
cana-3824	98	19	code	code	NOUN
cana-3824	98	20	was	be	AUX
cana-3824	98	21	generated	generate	VERB
cana-3824	98	22	using	use	VERB
cana-3824	98	23	the	the	DET
cana-3824	98	24	convolution	convolution	NOUN
cana-3824	98	25	technique	technique	NOUN
cana-3824	98	26	.	.	PUNCT
cana-3824	99	1	since	since	SCONJ
cana-3824	99	2	it	it	PRON
cana-3824	99	3	was	be	AUX
cana-3824	99	4	a	a	DET
cana-3824	99	5	digital	digital	ADJ
cana-3824	99	6	method	method	NOUN
cana-3824	99	7	,	,	PUNCT
cana-3824	99	8	the	the	DET
cana-3824	99	9	binary	binary	ADJ
cana-3824	99	10	number	number	NOUN
cana-3824	99	11	system	system	NOUN
cana-3824	99	12	could	could	AUX
cana-3824	99	13	be	be	AUX
cana-3824	99	14	used	use	VERB
cana-3824	99	15	to	to	PART
cana-3824	99	16	represent	represent	VERB
cana-3824	99	17	the	the	DET
cana-3824	99	18	codes	code	NOUN
cana-3824	99	19	.	.	PUNCT
cana-3824	100	1	every	every	DET
cana-3824	100	2	node	node	NOUN
cana-3824	100	3	within	within	ADP
cana-3824	100	4	the	the	DET
cana-3824	100	5	network	network	NOUN
cana-3824	100	6	possessed	possess	VERB
cana-3824	100	7	its	its	PRON
cana-3824	100	8	unique	unique	ADJ
cana-3824	100	9	final	final	ADJ
cana-3824	100	10	binary	binary	PROPN
cana-3824	100	11	code	code	NOUN
cana-3824	100	12	,	,	PUNCT
cana-3824	100	13	represented	represent	VERB
cana-3824	100	14	by	by	ADP
cana-3824	100	15	the	the	DET
cana-3824	100	16	letter	letter	NOUN
cana-3824	100	17	c.	c.	PROPN
cana-3824	100	18	before	before	ADP
cana-3824	100	19	transmitting	transmit	VERB
cana-3824	100	20	the	the	DET
cana-3824	100	21	data	datum	NOUN
cana-3824	100	22	,	,	PUNCT
cana-3824	100	23	each	each	DET
cana-3824	100	24	node	node	NOUN
cana-3824	100	25	was	be	AUX
cana-3824	100	26	verified	verify	VERB
cana-3824	100	27	by	by	ADP
cana-3824	100	28	comparing	compare	VERB
cana-3824	100	29	the	the	DET
cana-3824	100	30	generated	generate	VERB
cana-3824	100	31	code	code	NOUN
cana-3824	100	32	c	c	PROPN
cana-3824	100	33	together	together	ADV
cana-3824	100	34	with	with	ADP
cana-3824	100	35	the	the	DET
cana-3824	100	36	security	security	NOUN
cana-3824	100	37	code	code	NOUN
cana-3824	100	38	during	during	ADP
cana-3824	100	39	a	a	DET
cana-3824	100	40	set	set	VERB
cana-3824	100	41	amount	amount	NOUN
cana-3824	100	42	of	of	ADP
cana-3824	100	43	time	time	NOUN
cana-3824	100	44	.	.	PUNCT
cana-3824	101	1	this	this	DET
cana-3824	101	2	procedure	procedure	NOUN
cana-3824	101	3	made	make	VERB
cana-3824	101	4	it	it	PRON
cana-3824	101	5	easier	easy	ADJ
cana-3824	101	6	to	to	PART
cana-3824	101	7	identify	identify	VERB
cana-3824	101	8	hostile	hostile	ADJ
cana-3824	101	9	or	or	CCONJ
cana-3824	101	10	intruding	intruding	NOUN
cana-3824	101	11	nodes	node	NOUN
cana-3824	101	12	.	.	PUNCT
cana-3824	102	1	additionally	additionally	ADV
cana-3824	102	2	,	,	PUNCT
cana-3824	102	3	the	the	DET
cana-3824	102	4	system	system	NOUN
cana-3824	102	5	was	be	AUX
cana-3824	102	6	divided	divide	VERB
cana-3824	102	7	into	into	ADP
cana-3824	102	8	clusters	cluster	NOUN
cana-3824	102	9	to	to	PART
cana-3824	102	10	improve	improve	VERB
cana-3824	102	11	flexibility	flexibility	NOUN
cana-3824	102	12	and	and	CCONJ
cana-3824	102	13	performance	performance	NOUN
cana-3824	102	14	.	.	PUNCT
cana-3824	103	1	the	the	DET
cana-3824	103	2	paper	paper	NOUN
cana-3824	103	3	by	by	ADP
cana-3824	103	4	sharma	sharma	PROPN
cana-3824	103	5	,	,	PUNCT
cana-3824	103	6	t.	t.	PROPN
cana-3824	103	7	,	,	PUNCT
cana-3824	103	8	et	et	PROPN
cana-3824	103	9	al	al	PROPN
cana-3824	103	10	.	.	PUNCT
cana-3824	104	1	[	[	X
cana-3824	104	2	17	17	NUM
cana-3824	104	3	]	]	PUNCT
cana-3824	104	4	aims	aim	VERB
cana-3824	104	5	to	to	PART
cana-3824	104	6	increase	increase	VERB
cana-3824	104	7	wireless	wireless	ADJ
cana-3824	104	8	sensor	sensor	NOUN
cana-3824	104	9	networks	network	NOUN
cana-3824	104	10	'	'	PART
cana-3824	104	11	dependability	dependability	NOUN
cana-3824	104	12	and	and	CCONJ
cana-3824	104	13	security	security	NOUN
cana-3824	104	14	by	by	ADP
cana-3824	104	15	introducing	introduce	VERB
cana-3824	104	16	a	a	DET
cana-3824	104	17	malicious	malicious	ADJ
cana-3824	104	18	node	node	ADJ
cana-3824	104	19	detection	detection	NOUN
cana-3824	104	20	algorithm	algorithm	NOUN
cana-3824	104	21	based	base	VERB
cana-3824	104	22	on	on	ADP
cana-3824	104	23	the	the	DET
cana-3824	104	24	density	density	NOUN
cana-3824	104	25	-	-	PUNCT
cana-3824	104	26	based	base	VERB
cana-3824	104	27	unsupervised	unsupervised	ADJ
cana-3824	104	28	learning	learning	NOUN
cana-3824	104	29	technique	technique	NOUN
cana-3824	104	30	known	know	VERB
cana-3824	104	31	as	as	ADP
cana-3824	104	32	the	the	DET
cana-3824	104	33	dbscan	dbscan	PROPN
cana-3824	104	34	algorithm	algorithm	NOUN
cana-3824	104	35	.	.	PUNCT
cana-3824	105	1	the	the	DET
cana-3824	105	2	main	main	ADJ
cana-3824	105	3	goal	goal	NOUN
cana-3824	105	4	of	of	ADP
cana-3824	105	5	the	the	DET
cana-3824	105	6	algorithm	algorithm	NOUN
cana-3824	105	7	was	be	AUX
cana-3824	105	8	to	to	PART
cana-3824	105	9	create	create	VERB
cana-3824	105	10	a	a	DET
cana-3824	105	11	routing	routing	NOUN
cana-3824	105	12	system	system	NOUN
cana-3824	105	13	that	that	PRON
cana-3824	105	14	could	could	AUX
cana-3824	105	15	identify	identify	VERB
cana-3824	105	16	malicious	malicious	ADJ
cana-3824	105	17	nodes	node	NOUN
cana-3824	105	18	,	,	PUNCT
cana-3824	105	19	increase	increase	VERB
cana-3824	105	20	network	network	NOUN
cana-3824	105	21	stability	stability	NOUN
cana-3824	105	22	,	,	PUNCT
cana-3824	105	23	and	and	CCONJ
cana-3824	105	24	extend	extend	VERB
cana-3824	105	25	the	the	DET
cana-3824	105	26	life	life	NOUN
cana-3824	105	27	of	of	ADP
cana-3824	105	28	the	the	DET
cana-3824	105	29	network	network	NOUN
cana-3824	105	30	.	.	PUNCT
cana-3824	106	1	within	within	ADP
cana-3824	106	2	machine	machine	NOUN
cana-3824	106	3	learning	learning	NOUN
cana-3824	106	4	,	,	PUNCT
cana-3824	106	5	two	two	NUM
cana-3824	106	6	widely	widely	ADV
cana-3824	106	7	used	use	VERB
cana-3824	106	8	methods	method	NOUN
cana-3824	106	9	were	be	AUX
cana-3824	106	10	clustering	cluster	VERB
cana-3824	106	11	and	and	CCONJ
cana-3824	106	12	classification	classification	NOUN
cana-3824	106	13	that	that	PRON
cana-3824	106	14	worked	work	VERB
cana-3824	106	15	well	well	ADV
cana-3824	106	16	across	across	ADP
cana-3824	106	17	a	a	DET
cana-3824	106	18	range	range	NOUN
cana-3824	106	19	of	of	ADP
cana-3824	106	20	applications	application	NOUN
cana-3824	106	21	.	.	PUNCT
cana-3824	107	1	in	in	ADP
cana-3824	107	2	many	many	ADJ
cana-3824	107	3	different	different	ADJ
cana-3824	107	4	fields	field	NOUN
cana-3824	107	5	,	,	PUNCT
cana-3824	107	6	density	density	NOUN
cana-3824	107	7	-	-	PUNCT
cana-3824	107	8	based	base	VERB
cana-3824	107	9	clustering	clustering	NOUN
cana-3824	107	10	was	be	AUX
cana-3824	107	11	a	a	DET
cana-3824	107	12	well	well	ADV
cana-3824	107	13	-	-	PUNCT
cana-3824	107	14	liked	like	VERB
cana-3824	107	15	and	and	CCONJ
cana-3824	107	16	widely	widely	ADV
cana-3824	107	17	applied	apply	VERB
cana-3824	107	18	method	method	NOUN
cana-3824	107	19	.	.	PUNCT
cana-3824	108	1	the	the	DET
cana-3824	108	2	most	most	ADV
cana-3824	108	3	well	well	ADV
cana-3824	108	4	-	-	PUNCT
cana-3824	108	5	known	know	VERB
cana-3824	108	6	and	and	CCONJ
cana-3824	108	7	widely	widely	ADV
cana-3824	108	8	used	use	VERB
cana-3824	108	9	density	density	NOUN
cana-3824	108	10	-	-	PUNCT
cana-3824	108	11	based	base	VERB
cana-3824	108	12	clustering	clustering	ADJ
cana-3824	108	13	algorithm	algorithm	NOUN
cana-3824	108	14	,	,	PUNCT
cana-3824	108	15	known	know	VERB
cana-3824	108	16	for	for	ADP
cana-3824	108	17	its	its	PRON
cana-3824	108	18	ability	ability	NOUN
cana-3824	108	19	to	to	PART
cana-3824	108	20	identify	identify	VERB
cana-3824	108	21	clusters	cluster	NOUN
cana-3824	108	22	of	of	ADP
cana-3824	108	23	any	any	DET
cana-3824	108	24	shape	shape	NOUN
cana-3824	108	25	,	,	PUNCT
cana-3824	108	26	was	be	AUX
cana-3824	108	27	called	call	VERB
cana-3824	108	28	dbscan	dbscan	NOUN
cana-3824	108	29	.	.	PUNCT
cana-3824	109	1	the	the	DET
cana-3824	109	2	study	study	NOUN
cana-3824	109	3	focused	focus	VERB
cana-3824	109	4	on	on	ADP
cana-3824	109	5	two	two	NUM
cana-3824	109	6	wsn	wsn	ADJ
cana-3824	109	7	anomalies	anomaly	NOUN
cana-3824	109	8	:	:	PUNCT
cana-3824	109	9	malicious	malicious	ADJ
cana-3824	109	10	node	node	ADJ
cana-3824	109	11	identification	identification	NOUN
cana-3824	109	12	and	and	CCONJ
cana-3824	109	13	spatial	spatial	ADJ
cana-3824	109	14	redundancy	redundancy	NOUN
cana-3824	109	15	.	.	PUNCT
cana-3824	110	1	in	in	ADP
cana-3824	110	2	order	order	NOUN
cana-3824	110	3	to	to	PART
cana-3824	110	4	save	save	VERB
cana-3824	110	5	energy	energy	NOUN
cana-3824	110	6	and	and	CCONJ
cana-3824	110	7	prevent	prevent	VERB
cana-3824	110	8	data	data	NOUN
cana-3824	110	9	falsification	falsification	NOUN
cana-3824	110	10	by	by	ADP
cana-3824	110	11	malicious	malicious	ADJ
cana-3824	110	12	nodes	node	NOUN
cana-3824	110	13	,	,	PUNCT
cana-3824	110	14	an	an	DET
cana-3824	110	15	algorithm	algorithm	NOUN
cana-3824	110	16	was	be	AUX
cana-3824	110	17	proposed	propose	VERB
cana-3824	110	18	in	in	ADP
cana-3824	110	19	the	the	DET
cana-3824	110	20	article	article	NOUN
cana-3824	110	21	to	to	PART
cana-3824	110	22	identify	identify	VERB
cana-3824	110	23	suspicious	suspicious	ADJ
cana-3824	110	24	nodes	node	NOUN
cana-3824	110	25	and	and	CCONJ
cana-3824	110	26	reduce	reduce	VERB
cana-3824	110	27	redundant	redundant	ADJ
cana-3824	110	28	data	datum	NOUN
cana-3824	110	29	transmission	transmission	NOUN
cana-3824	110	30	.	.	PUNCT
cana-3824	111	1	ding	ding	PROPN
cana-3824	111	2	,	,	PUNCT
cana-3824	111	3	j.	j.	PROPN
cana-3824	111	4	,	,	PUNCT
cana-3824	111	5	et	et	PROPN
cana-3824	111	6	al	al	PROPN
cana-3824	111	7	.	.	PUNCT
cana-3824	112	1	[	[	X
cana-3824	112	2	18	18	NUM
cana-3824	112	3	]	]	PUNCT
cana-3824	112	4	used	use	VERB
cana-3824	112	5	an	an	DET
cana-3824	112	6	algorithm	algorithm	NOUN
cana-3824	112	7	for	for	ADP
cana-3824	112	8	reinforcement	reinforcement	NOUN
cana-3824	112	9	learning	learning	NOUN
cana-3824	112	10	(	(	PUNCT
cana-3824	112	11	rl	rl	NOUN
cana-3824	112	12	)	)	PUNCT
cana-3824	112	13	to	to	PART
cana-3824	112	14	model	model	VERB
cana-3824	112	15	a	a	DET
cana-3824	112	16	selective	selective	ADJ
cana-3824	112	17	forwarding	forwarding	NOUN
cana-3824	112	18	attack	attack	NOUN
cana-3824	112	19	against	against	ADP
cana-3824	112	20	malicious	malicious	ADJ
cana-3824	112	21	nodes	node	NOUN
cana-3824	112	22	with	with	ADP
cana-3824	112	23	intelligence	intelligence	NOUN
cana-3824	112	24	.	.	PUNCT
cana-3824	113	1	the	the	DET
cana-3824	113	2	purpose	purpose	NOUN
cana-3824	113	3	of	of	ADP
cana-3824	113	4	the	the	DET
cana-3824	113	5	double	double	ADJ
cana-3824	113	6	-	-	PUNCT
cana-3824	113	7	threshold	threshold	NOUN
cana-3824	113	8	density	density	NOUN
cana-3824	113	9	peaks	peak	NOUN
cana-3824	113	10	clustering	cluster	VERB
cana-3824	113	11	(	(	PUNCT
cana-3824	113	12	dt	dt	NOUN
cana-3824	113	13	-	-	PUNCT
cana-3824	113	14	dpc	dpc	NOUN
cana-3824	113	15	)	)	PUNCT
cana-3824	113	16	algorithm	algorithm	NOUN
cana-3824	113	17	was	be	AUX
cana-3824	113	18	to	to	PART
cana-3824	113	19	effectively	effectively	ADV
cana-3824	113	20	identify	identify	VERB
cana-3824	113	21	the	the	DET
cana-3824	113	22	selective	selective	ADJ
cana-3824	113	23	forwarding	forwarding	NOUN
cana-3824	113	24	attack	attack	NOUN
cana-3824	113	25	in	in	ADP
cana-3824	113	26	a	a	DET
cana-3824	113	27	difficult	difficult	ADJ
cana-3824	113	28	setting	setting	NOUN
cana-3824	113	29	.	.	PUNCT
cana-3824	114	1	because	because	SCONJ
cana-3824	114	2	of	of	ADP
cana-3824	114	3	persistent	persistent	ADJ
cana-3824	114	4	abnormalities	abnormality	NOUN
cana-3824	114	5	,	,	PUNCT
cana-3824	114	6	abnormal	abnormal	ADJ
cana-3824	114	7	nodes	node	NOUN
cana-3824	114	8	were	be	AUX
cana-3824	114	9	classified	classify	VERB
cana-3824	114	10	as	as	ADP
cana-3824	114	11	malicious	malicious	ADJ
cana-3824	114	12	and	and	CCONJ
cana-3824	114	13	isolated	isolated	ADJ
cana-3824	114	14	.	.	PUNCT
cana-3824	115	1	as	as	ADP
cana-3824	115	2	a	a	DET
cana-3824	115	3	result	result	NOUN
cana-3824	115	4	of	of	ADP
cana-3824	115	5	distinct	distinct	ADJ
cana-3824	115	6	malicious	malicious	ADJ
cana-3824	115	7	behaviours	behaviour	NOUN
cana-3824	115	8	and	and	CCONJ
cana-3824	115	9	a	a	DET
cana-3824	115	10	severe	severe	ADJ
cana-3824	115	11	setting	setting	NOUN
cana-3824	115	12	that	that	PRON
cana-3824	115	13	caused	cause	VERB
cana-3824	115	14	agglomerate	agglomerate	NOUN
cana-3824	115	15	nodes	node	NOUN
cana-3824	115	16	to	to	ADP
cana-3824	115	17	malfunction	malfunction	NOUN
cana-3824	115	18	universally	universally	ADV
cana-3824	115	19	,	,	PUNCT
cana-3824	115	20	suspicious	suspicious	ADJ
cana-3824	115	21	nodes	node	NOUN
cana-3824	115	22	were	be	AUX
cana-3824	115	23	identified	identify	VERB
cana-3824	115	24	using	use	VERB
cana-3824	115	25	the	the	DET
cana-3824	115	26	neighbour	neighbour	NOUN
cana-3824	115	27	voting	voting	NOUN
cana-3824	115	28	method	method	NOUN
cana-3824	115	29	.	.	PUNCT
cana-3824	116	1	dtdpc	dtdpc	NOUN
cana-3824	116	2	increased	increase	VERB
cana-3824	116	3	network	network	NOUN
cana-3824	116	4	throughput	throughput	NOUN
cana-3824	116	5	even	even	ADV
cana-3824	116	6	when	when	SCONJ
cana-3824	116	7	cunning	cunning	ADJ
cana-3824	116	8	malicious	malicious	ADJ
cana-3824	116	9	nodes	node	NOUN
cana-3824	116	10	avoided	avoid	VERB
cana-3824	116	11	being	be	AUX
cana-3824	116	12	discovered	discover	VERB
cana-3824	116	13	by	by	ADP
cana-3824	116	14	an	an	DET
cana-3824	116	15	rl	rl	NOUN
cana-3824	116	16	algorithm	algorithm	NOUN
cana-3824	116	17	.	.	PUNCT
cana-3824	117	1	as	as	SCONJ
cana-3824	117	2	demonstrated	demonstrate	VERB
cana-3824	117	3	by	by	ADP
cana-3824	117	4	dt	dt	PROPN
cana-3824	117	5	-	-	PUNCT
cana-3824	117	6	dpc	dpc	PROPN
cana-3824	117	7	demonstrated	demonstrate	VERB
cana-3824	117	8	a	a	DET
cana-3824	117	9	low	low	ADJ
cana-3824	117	10	missed	miss	VERB
cana-3824	117	11	detection	detection	NOUN
cana-3824	117	12	rate	rate	NOUN
cana-3824	117	13	(	(	PUNCT
cana-3824	117	14	mdr	mdr	PROPN
cana-3824	117	15	)	)	PUNCT
cana-3824	117	16	in	in	ADP
cana-3824	117	17	the	the	DET
cana-3824	117	18	simulation	simulation	NOUN
cana-3824	117	19	results	result	NOUN
cana-3824	117	20	of	of	ADP
cana-3824	117	21	approximately	approximately	ADV
cana-3824	117	22	10	10	NUM
cana-3824	117	23	%	%	NOUN
cana-3824	117	24	and	and	CCONJ
cana-3824	117	25	a	a	DET
cana-3824	117	26	low	low	ADJ
cana-3824	117	27	false	false	ADJ
cana-3824	117	28	detection	detection	NOUN
cana-3824	117	29	rate	rate	NOUN
cana-3824	117	30	(	(	PUNCT
cana-3824	117	31	fdr	fdr	PROPN
cana-3824	117	32	)	)	PUNCT
cana-3824	117	33	of	of	ADP
cana-3824	117	34	approximately	approximately	ADV
cana-3824	117	35	1	1	NUM
cana-3824	117	36	%	%	NOUN
cana-3824	117	37	.	.	PUNCT
cana-3824	118	1	in	in	ADP
cana-3824	118	2	a	a	DET
cana-3824	118	3	challenging	challenging	ADJ
cana-3824	118	4	environment	environment	NOUN
cana-3824	118	5	,	,	PUNCT
cana-3824	118	6	the	the	DET
cana-3824	118	7	network	network	NOUN
cana-3824	118	8	throughput	throughput	NOUN
cana-3824	118	9	increased	increase	VERB
cana-3824	118	10	by	by	ADP
cana-3824	118	11	roughly	roughly	ADV
cana-3824	118	12	4	4	NUM
cana-3824	118	13	%	%	NOUN
cana-3824	118	14	.	.	PUNCT
cana-3824	119	1	research	research	NOUN
cana-3824	119	2	gaps	gap	VERB
cana-3824	119	3	several	several	ADJ
cana-3824	119	4	research	research	NOUN
cana-3824	119	5	gaps	gap	NOUN
cana-3824	119	6	persist	persist	VERB
cana-3824	119	7	in	in	ADP
cana-3824	119	8	the	the	DET
cana-3824	119	9	domain	domain	NOUN
cana-3824	119	10	of	of	ADP
cana-3824	119	11	securing	secure	VERB
cana-3824	119	12	wireless	wireless	ADJ
cana-3824	119	13	sensor	sensor	NOUN
cana-3824	119	14	networks	network	NOUN
cana-3824	119	15	(	(	PUNCT
cana-3824	119	16	wsns	wsns	PROPN
cana-3824	119	17	)	)	PUNCT
cana-3824	119	18	.	.	PUNCT
cana-3824	120	1	firstly	firstly	ADV
cana-3824	120	2	,	,	PUNCT
cana-3824	120	3	while	while	SCONJ
cana-3824	120	4	existing	existing	ADJ
cana-3824	120	5	studies	study	NOUN
cana-3824	120	6	propose	propose	VERB
cana-3824	120	7	various	various	ADJ
cana-3824	120	8	detection	detection	NOUN
cana-3824	120	9	and	and	CCONJ
cana-3824	120	10	prevention	prevention	NOUN
cana-3824	120	11	techniques	technique	NOUN
cana-3824	120	12	,	,	PUNCT
cana-3824	120	13	there	there	PRON
cana-3824	120	14	's	be	VERB
cana-3824	120	15	a	a	DET
cana-3824	120	16	need	need	NOUN
cana-3824	120	17	for	for	ADP
cana-3824	120	18	more	more	ADV
cana-3824	120	19	comprehensive	comprehensive	ADJ
cana-3824	120	20	approaches	approach	NOUN
cana-3824	120	21	that	that	PRON
cana-3824	120	22	address	address	VERB
cana-3824	120	23	evolving	evolve	VERB
cana-3824	120	24	threats	threat	NOUN
cana-3824	120	25	,	,	PUNCT
cana-3824	120	26	including	include	VERB
cana-3824	120	27	sophisticated	sophisticated	ADJ
cana-3824	120	28	attacks	attack	NOUN
cana-3824	120	29	targeting	target	VERB
cana-3824	120	30	network	network	NOUN
cana-3824	120	31	infrastructure	infrastructure	NOUN
cana-3824	120	32	and	and	CCONJ
cana-3824	120	33	data	datum	NOUN
cana-3824	120	34	integrity	integrity	NOUN
cana-3824	120	35	.	.	PUNCT
cana-3824	121	1	additionally	additionally	ADV
cana-3824	121	2	,	,	PUNCT
cana-3824	121	3	the	the	DET
cana-3824	121	4	scalability	scalability	NOUN
cana-3824	121	5	and	and	CCONJ
cana-3824	121	6	efficiency	efficiency	NOUN
cana-3824	121	7	of	of	ADP
cana-3824	121	8	proposed	propose	VERB
cana-3824	121	9	solutions	solution	NOUN
cana-3824	121	10	require	require	VERB
cana-3824	121	11	further	further	ADJ
cana-3824	121	12	investigation	investigation	NOUN
cana-3824	121	13	,	,	PUNCT
cana-3824	121	14	especially	especially	ADV
cana-3824	121	15	in	in	ADP
cana-3824	121	16	large	large	ADJ
cana-3824	121	17	-	-	PUNCT
cana-3824	121	18	scale	scale	NOUN
cana-3824	121	19	wsn	wsn	NOUN
cana-3824	121	20	deployments	deployment	NOUN
cana-3824	121	21	.	.	PUNCT
cana-3824	122	1	moreover	moreover	ADV
cana-3824	122	2	,	,	PUNCT
cana-3824	122	3	the	the	DET
cana-3824	122	4	integration	integration	NOUN
cana-3824	122	5	of	of	ADP
cana-3824	122	6	emerging	emerge	VERB
cana-3824	122	7	knowledges	knowledge	NOUN
cana-3824	122	8	such	such	ADJ
cana-3824	122	9	as	as	ADP
cana-3824	122	10	blockchain	blockchain	NOUN
cana-3824	122	11	,	,	PUNCT
cana-3824	122	12	federated	federated	ADJ
cana-3824	122	13	learning	learning	NOUN
cana-3824	122	14	,	,	PUNCT
cana-3824	122	15	and	and	CCONJ
cana-3824	122	16	reinforcement	reinforcement	NOUN
cana-3824	122	17	learning	learning	NOUN
cana-3824	122	18	into	into	ADP
cana-3824	122	19	wsn	wsn	PROPN
cana-3824	122	20	security	security	NOUN
cana-3824	122	21	frameworks	framework	NOUN
cana-3824	122	22	remains	remain	VERB
cana-3824	122	23	relatively	relatively	ADV
cana-3824	122	24	unexplored	unexplored	ADJ
cana-3824	122	25	.	.	PUNCT
cana-3824	123	1	bridging	bridge	VERB
cana-3824	123	2	these	these	DET
cana-3824	123	3	gaps	gap	NOUN
cana-3824	123	4	is	be	AUX
cana-3824	123	5	crucial	crucial	ADJ
cana-3824	123	6	for	for	ADP
cana-3824	123	7	enhancing	enhance	VERB
cana-3824	123	8	the	the	DET
cana-3824	123	9	resilience	resilience	NOUN
cana-3824	123	10	and	and	CCONJ
cana-3824	123	11	reliability	reliability	NOUN
cana-3824	123	12	of	of	ADP
cana-3824	123	13	wsns	wsns	NOUN
cana-3824	123	14	in	in	ADP
cana-3824	123	15	the	the	DET
cana-3824	123	16	face	face	NOUN
cana-3824	123	17	of	of	ADP
cana-3824	123	18	emerging	emerge	VERB
cana-3824	123	19	security	security	NOUN
cana-3824	123	20	challenges	challenge	NOUN
cana-3824	123	21	.	.	PUNCT
cana-3824	124	1	3	3	X
cana-3824	124	2	.	.	X
cana-3824	124	3	methods	method	NOUN
cana-3824	124	4	figure	figure	VERB
cana-3824	124	5	1	1	NUM
cana-3824	124	6	shows	show	VERB
cana-3824	124	7	the	the	DET
cana-3824	124	8	proposed	propose	VERB
cana-3824	124	9	work	work	NOUN
cana-3824	124	10	flow	flow	NOUN
cana-3824	124	11	of	of	ADP
cana-3824	124	12	the	the	DET
cana-3824	124	13	malicious	malicious	ADJ
cana-3824	124	14	node	node	ADJ
cana-3824	124	15	discovery	discovery	NOUN
cana-3824	124	16	model	model	NOUN
cana-3824	124	17	.	.	PUNCT
cana-3824	125	1	communications	communication	NOUN
cana-3824	125	2	on	on	ADP
cana-3824	125	3	applied	apply	VERB
cana-3824	125	4	nonlinear	nonlinear	ADJ
cana-3824	125	5	analysis	analysis	NOUN
cana-3824	125	6	issn	issn	NOUN
cana-3824	125	7	:	:	PUNCT
cana-3824	125	8	1074	1074	NUM
cana-3824	125	9	-	-	PUNCT
cana-3824	125	10	133x	133x	NUM
cana-3824	125	11	vol	vol	NOUN
cana-3824	125	12	32	32	NUM
cana-3824	125	13	no	no	NOUN
cana-3824	125	14	.	.	PUNCT
cana-3824	126	1	8s	8s	PROPN
cana-3824	126	2	(	(	PUNCT
cana-3824	126	3	2025	2025	NUM
cana-3824	126	4	)	)	PUNCT
cana-3824	126	5	815	815	NUM
cana-3824	126	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	126	7	figure	figure	NOUN
cana-3824	126	8	1	1	NUM
cana-3824	126	9	:	:	PUNCT
cana-3824	126	10	block	block	NOUN
cana-3824	126	11	diagram	diagram	NOUN
cana-3824	126	12	network	network	NOUN
cana-3824	126	13	model	model	NOUN
cana-3824	126	14	by	by	ADP
cana-3824	126	15	wsn	wsn	PROPN
cana-3824	126	16	clustering	clustering	NOUN
cana-3824	126	17	seeks	seek	VERB
cana-3824	126	18	to	to	PART
cana-3824	126	19	reduce	reduce	VERB
cana-3824	126	20	energy	energy	NOUN
cana-3824	126	21	consumption	consumption	NOUN
cana-3824	126	22	.	.	PUNCT
cana-3824	127	1	common	common	ADJ
cana-3824	127	2	nodes	node	NOUN
cana-3824	127	3	constantly	constantly	ADV
cana-3824	127	4	keep	keep	VERB
cana-3824	127	5	an	an	DET
cana-3824	127	6	eye	eye	NOUN
cana-3824	127	7	on	on	ADP
cana-3824	127	8	their	their	PRON
cana-3824	127	9	surroundings	surrounding	NOUN
cana-3824	127	10	and	and	CCONJ
cana-3824	127	11	relay	relay	VERB
cana-3824	127	12	sensory	sensory	ADJ
cana-3824	127	13	information	information	NOUN
cana-3824	127	14	towards	towards	ADP
cana-3824	127	15	the	the	DET
cana-3824	127	16	cluster	cluster	NOUN
cana-3824	127	17	leader	leader	NOUN
cana-3824	127	18	.	.	PUNCT
cana-3824	128	1	there	there	PRON
cana-3824	128	2	is	be	VERB
cana-3824	128	3	only	only	ADV
cana-3824	128	4	one	one	NUM
cana-3824	128	5	common	common	ADJ
cana-3824	128	6	node	node	NOUN
cana-3824	128	7	from	from	ADP
cana-3824	128	8	which	which	PRON
cana-3824	128	9	the	the	DET
cana-3824	128	10	ch	ch	NOUN
cana-3824	128	11	node	node	NOUN
cana-3824	128	12	is	be	AUX
cana-3824	128	13	selected	select	VERB
cana-3824	128	14	.	.	PUNCT
cana-3824	129	1	transmitting	transmit	VERB
cana-3824	129	2	data	datum	NOUN
cana-3824	129	3	to	to	ADP
cana-3824	129	4	the	the	DET
cana-3824	129	5	bs	bs	NOUN
cana-3824	129	6	from	from	ADP
cana-3824	129	7	each	each	DET
cana-3824	129	8	cluster	cluster	NOUN
cana-3824	129	9	node	node	NOUN
cana-3824	129	10	requires	require	VERB
cana-3824	129	11	the	the	DET
cana-3824	129	12	ch	ch	NOUN
cana-3824	129	13	to	to	PART
cana-3824	129	14	perform	perform	VERB
cana-3824	129	15	a	a	DET
cana-3824	129	16	critical	critical	ADJ
cana-3824	129	17	function	function	NOUN
cana-3824	129	18	.	.	PUNCT
cana-3824	130	1	grouping	group	VERB
cana-3824	130	2	helps	help	VERB
cana-3824	130	3	to	to	PART
cana-3824	130	4	prevent	prevent	VERB
cana-3824	130	5	direct	direct	ADJ
cana-3824	130	6	communication	communication	NOUN
cana-3824	130	7	between	between	ADP
cana-3824	130	8	sensors	sensor	NOUN
cana-3824	130	9	and	and	CCONJ
cana-3824	130	10	receivers	receiver	NOUN
cana-3824	130	11	.	.	PUNCT
cana-3824	131	1	in	in	ADP
cana-3824	131	2	figure	figure	NOUN
cana-3824	131	3	2	2	NUM
cana-3824	131	4	,	,	PUNCT
cana-3824	131	5	the	the	DET
cana-3824	131	6	wsn	wsn	PROPN
cana-3824	131	7	system	system	NOUN
cana-3824	131	8	model	model	NOUN
cana-3824	131	9	is	be	AUX
cana-3824	131	10	shown	show	VERB
cana-3824	131	11	[	[	X
cana-3824	131	12	19	19	NUM
cana-3824	131	13	]	]	PUNCT
cana-3824	131	14	.	.	PUNCT
cana-3824	132	1	figure	figure	NOUN
cana-3824	132	2	2	2	NUM
cana-3824	132	3	.	.	PUNCT
cana-3824	133	1	an	an	DET
cana-3824	133	2	all	all	ADV
cana-3824	133	3	-	-	PUNCT
cana-3824	133	4	encompassing	encompass	VERB
cana-3824	133	5	wireless	wireless	ADJ
cana-3824	133	6	sensor	sensor	NOUN
cana-3824	133	7	network	network	NOUN
cana-3824	133	8	architecture	architecture	NOUN
cana-3824	133	9	.	.	PUNCT
cana-3824	134	1	conditions	condition	NOUN
cana-3824	134	2	for	for	ADP
cana-3824	134	3	the	the	DET
cana-3824	134	4	ideal	ideal	ADJ
cana-3824	134	5	selection	selection	NOUN
cana-3824	134	6	of	of	ADP
cana-3824	134	7	ch	ch	NOUN
cana-3824	134	8	the	the	DET
cana-3824	134	9	following	following	NOUN
cana-3824	134	10	are	be	AUX
cana-3824	134	11	the	the	DET
cana-3824	134	12	many	many	ADJ
cana-3824	134	13	criteria	criterion	NOUN
cana-3824	134	14	that	that	PRON
cana-3824	134	15	were	be	AUX
cana-3824	134	16	employed	employ	VERB
cana-3824	134	17	to	to	PART
cana-3824	134	18	choose	choose	VERB
cana-3824	134	19	the	the	DET
cana-3824	134	20	best	good	ADJ
cana-3824	134	21	ch	ch	NOUN
cana-3824	135	1	[	[	X
cana-3824	135	2	20	20	NUM
cana-3824	135	3	]	]	NUM
cana-3824	135	4	:	:	PUNCT
cana-3824	135	5	•	•	NUM
cana-3824	135	6	energy	energy	NOUN
cana-3824	135	7	;	;	PUNCT
cana-3824	135	8	•	•	NUM
cana-3824	135	9	security	security	NOUN
cana-3824	135	10	;	;	PUNCT
cana-3824	135	11	•	•	NUM
cana-3824	135	12	distance	distance	NOUN
cana-3824	135	13	;	;	PUNCT
cana-3824	135	14	•	•	NUM
cana-3824	135	15	delay	delay	NOUN
cana-3824	135	16	.	.	PUNCT
cana-3824	136	1	energy	energy	NOUN
cana-3824	136	2	model	model	NOUN
cana-3824	136	3	energy	energy	NOUN
cana-3824	136	4	exploitation	exploitation	NOUN
cana-3824	136	5	is	be	AUX
cana-3824	136	6	the	the	DET
cana-3824	136	7	main	main	ADJ
cana-3824	136	8	problem	problem	NOUN
cana-3824	136	9	with	with	ADP
cana-3824	136	10	wsns	wsns	NOUN
cana-3824	136	11	.	.	PUNCT
cana-3824	137	1	given	give	VERB
cana-3824	137	2	that	that	SCONJ
cana-3824	137	3	the	the	DET
cana-3824	137	4	wsn	wsn	PROPN
cana-3824	137	5	battery	battery	NOUN
cana-3824	137	6	does	do	AUX
cana-3824	137	7	not	not	PART
cana-3824	137	8	use	use	VERB
cana-3824	137	9	the	the	DET
cana-3824	137	10	reenergizing	reenergize	VERB
cana-3824	137	11	method	method	NOUN
cana-3824	137	12	,	,	PUNCT
cana-3824	137	13	it	it	PRON
cana-3824	137	14	is	be	AUX
cana-3824	137	15	impossible	impossible	ADJ
cana-3824	137	16	to	to	PART
cana-3824	137	17	provide	provide	VERB
cana-3824	137	18	energy	energy	NOUN
cana-3824	137	19	in	in	ADP
cana-3824	137	20	the	the	DET
cana-3824	137	21	event	event	NOUN
cana-3824	137	22	that	that	PRON
cana-3824	137	23	the	the	DET
cana-3824	137	24	battery	battery	NOUN
cana-3824	137	25	runs	run	VERB
cana-3824	137	26	out	out	ADP
cana-3824	137	27	.	.	PUNCT
cana-3824	138	1	furthermore	furthermore	ADV
cana-3824	138	2	,	,	PUNCT
cana-3824	138	3	data	datum	NOUN
cana-3824	138	4	from	from	ADP
cana-3824	138	5	entire	entire	ADJ
cana-3824	138	6	sns	sns	PROPN
cana-3824	138	7	is	be	AUX
cana-3824	138	8	capable	capable	ADJ
cana-3824	138	9	of	of	ADP
cana-3824	138	10	being	be	AUX
cana-3824	138	11	transmitted	transmit	VERB
cana-3824	138	12	to	to	ADP
cana-3824	138	13	the	the	DET
cana-3824	138	14	bs	bs	NOUN
cana-3824	138	15	through	through	ADP
cana-3824	138	16	additional	additional	ADJ
cana-3824	138	17	resources	resource	NOUN
cana-3824	138	18	.	.	PUNCT
cana-3824	139	1	energy	energy	NOUN
cana-3824	139	2	use	use	NOUN
cana-3824	139	3	is	be	AUX
cana-3824	139	4	essential	essential	ADJ
cana-3824	139	5	for	for	ADP
cana-3824	139	6	data	data	NOUN
cana-3824	139	7	transmission	transmission	NOUN
cana-3824	139	8	.	.	PUNCT
cana-3824	140	1	the	the	DET
cana-3824	140	2	network	network	NOUN
cana-3824	140	3	consumes	consume	VERB
cana-3824	140	4	more	more	ADJ
cana-3824	140	5	power	power	NOUN
cana-3824	140	6	as	as	ADP
cana-3824	140	7	a	a	DET
cana-3824	140	8	result	result	NOUN
cana-3824	140	9	of	of	ADP
cana-3824	140	10	does	do	AUX
cana-3824	140	11	so	so	ADV
cana-3824	140	12	many	many	ADJ
cana-3824	140	13	different	different	ADJ
cana-3824	140	14	things	thing	NOUN
cana-3824	140	15	,	,	PUNCT
cana-3824	140	16	such	such	ADJ
cana-3824	140	17	as	as	ADP
cana-3824	140	18	aggregation	aggregation	NOUN
cana-3824	140	19	,	,	PUNCT
cana-3824	140	20	sensing	sensing	NOUN
cana-3824	140	21	,	,	PUNCT
cana-3824	140	22	transmission	transmission	NOUN
cana-3824	140	23	,	,	PUNCT
cana-3824	140	24	and	and	CCONJ
cana-3824	140	25	reception	reception	NOUN
cana-3824	140	26	.	.	PUNCT
cana-3824	141	1	normally	normally	ADV
cana-3824	141	2	,	,	PUNCT
cana-3824	141	3	equation	equation	NOUN
cana-3824	141	4	(	(	PUNCT
cana-3824	141	5	1	1	NUM
cana-3824	141	6	)	)	PUNCT
cana-3824	141	7	implies	imply	VERB
cana-3824	141	8	the	the	DET
cana-3824	141	9	necessary	necessary	ADJ
cana-3824	141	10	energy	energy	NOUN
cana-3824	141	11	for	for	ADP
cana-3824	141	12	the	the	DET
cana-3824	141	13	entire	entire	ADJ
cana-3824	141	14	data	datum	NOUN
cana-3824	141	15	broadcast	broadcast	NOUN
cana-3824	141	16	;	;	PUNCT
cana-3824	141	17	under	under	ADP
cana-3824	141	18	the	the	DET
cana-3824	141	19	suggested	suggest	VERB
cana-3824	141	20	energy	energy	NOUN
cana-3824	141	21	model	model	NOUN
cana-3824	141	22	,	,	PUNCT
cana-3824	141	23	however	however	ADV
cana-3824	141	24	,	,	PUNCT
cana-3824	141	25	equation	equation	NOUN
cana-3824	141	26	(	(	PUNCT
cana-3824	141	27	2	2	NUM
cana-3824	141	28	)	)	PUNCT
cana-3824	141	29	implies	imply	VERB
cana-3824	141	30	the	the	DET
cana-3824	141	31	necessary	necessary	ADJ
cana-3824	141	32	energy	energy	NOUN
cana-3824	141	33	for	for	ADP
cana-3824	141	34	the	the	DET
cana-3824	141	35	entire	entire	ADJ
cana-3824	141	36	data	datum	NOUN
cana-3824	141	37	broadcast	broadcast	NOUN
cana-3824	141	38	,	,	PUNCT
cana-3824	141	39	where	where	SCONJ
cana-3824	141	40	e^i	e^i	PROPN
cana-3824	141	41	denotes	denote	NOUN
cana-3824	141	42	initial	initial	ADJ
cana-3824	141	43	energy	energy	NOUN
cana-3824	141	44	.	.	PUNCT
cana-3824	142	1	according	accord	VERB
cana-3824	142	2	to	to	ADP
cana-3824	142	3	the	the	DET
cana-3824	142	4	modules	module	NOUN
cana-3824	142	5	mentioned	mention	VERB
cana-3824	142	6	,	,	PUNCT
cana-3824	142	7	the	the	DET
cana-3824	142	8	implied	imply	VERB
cana-3824	142	9	electron	electron	NOUN
cana-3824	142	10	energy	energy	NOUN
cana-3824	142	11	is	be	AUX
cana-3824	142	12	e_el	e_el	PROPN
cana-3824	142	13	,	,	PUNCT
cana-3824	142	14	in	in	ADP
cana-3824	142	15	which	which	PRON
cana-3824	142	16	e_ea	e_ea	ADV
cana-3824	142	17	indicates	indicate	VERB
cana-3824	142	18	the	the	DET
cana-3824	142	19	energy	energy	NOUN
cana-3824	142	20	used	use	VERB
cana-3824	142	21	to	to	PART
cana-3824	142	22	aggregate	aggregate	VERB
cana-3824	142	23	data	datum	NOUN
cana-3824	142	24	over	over	ADP
cana-3824	142	25	time	time	NOUN
cana-3824	142	26	.	.	PUNCT
cana-3824	143	1	e_e	e_e	ADV
cana-3824	143	2	implies	imply	VERB
cana-3824	143	3	that	that	PRON
cana-3824	143	4	which	which	DET
cana-3824	143	5	equation	equation	NOUN
cana-3824	143	6	(	(	PUNCT
cana-3824	143	7	4	4	NUM
cana-3824	143	8	)	)	PUNCT
cana-3824	143	9	.	.	PUNCT
cana-3824	144	1	e_tx	e_tx	NOUN
cana-3824	144	2	(	(	PUNCT
cana-3824	144	3	z	z	NOUN
cana-3824	144	4	:	:	PUNCT
cana-3824	144	5	di	di	NOUN
cana-3824	144	6	)	)	PUNCT
cana-3824	144	7	shows	show	VERB
cana-3824	144	8	the	the	DET
cana-3824	144	9	total	total	ADJ
cana-3824	144	10	amount	amount	NOUN
cana-3824	144	11	of	of	ADP
cana-3824	144	12	energy	energy	NOUN
cana-3824	144	13	used	use	VERB
cana-3824	144	14	for	for	ADP
cana-3824	144	15	communication	communication	NOUN
cana-3824	144	16	z	z	NOUN
cana-3824	144	17	packets	packet	NOUN
cana-3824	144	18	'	'	PART
cana-3824	144	19	bytes	byte	NOUN
cana-3824	144	20	at	at	ADP
cana-3824	144	21	different	different	ADJ
cana-3824	144	22	distances	distance	NOUN
cana-3824	144	23	.	.	PUNCT
cana-3824	145	1	high	high	ADJ
cana-3824	145	2	energy	energy	NOUN
cana-3824	145	3	is	be	AUX
cana-3824	145	4	necessary	necessary	ADJ
cana-3824	145	5	for	for	ADP
cana-3824	145	6	an	an	DET
cana-3824	145	7	effective	effective	ADJ
cana-3824	145	8	system	system	NOUN
cana-3824	145	9	,	,	PUNCT
cana-3824	145	10	utilising	utilise	VERB
cana-3824	145	11	the	the	DET
cana-3824	145	12	energy	energy	NOUN
cana-3824	145	13	of	of	ADP
cana-3824	145	14	the	the	DET
cana-3824	145	15	receiver	receiver	NOUN
cana-3824	145	16	,	,	PUNCT
cana-3824	145	17	e_rx	e_rx	PROPN
cana-3824	145	18	,	,	PUNCT
cana-3824	145	19	necessary	necessary	ADJ
cana-3824	145	20	to	to	PART
cana-3824	145	21	obtain	obtain	VERB
cana-3824	145	22	z	z	NOUN
cana-3824	145	23	packet	packet	NOUN
cana-3824	145	24	bytes	byte	NOUN
cana-3824	145	25	at	at	ADP
cana-3824	145	26	di	di	NOUN
cana-3824	145	27	is	be	AUX
cana-3824	145	28	represented	represent	VERB
cana-3824	145	29	by	by	ADP
cana-3824	145	30	equation	equation	NOUN
cana-3824	145	31	(	(	PUNCT
cana-3824	145	32	5	5	NUM
cana-3824	145	33	)	)	PUNCT
cana-3824	145	34	illustrates	illustrate	VERB
cana-3824	145	35	the	the	DET
cana-3824	145	36	energy	energy	NOUN
cana-3824	145	37	needed	need	VERB
cana-3824	145	38	to	to	PART
cana-3824	145	39	amplify	amplify	VERB
cana-3824	145	40	,	,	PUNCT
cana-3824	145	41	e_am	e_am	PROPN
cana-3824	145	42	.	.	PUNCT
cana-3824	146	1	communications	communication	NOUN
cana-3824	146	2	on	on	ADP
cana-3824	146	3	applied	apply	VERB
cana-3824	146	4	nonlinear	nonlinear	ADJ
cana-3824	146	5	analysis	analysis	NOUN
cana-3824	146	6	issn	issn	NOUN
cana-3824	146	7	:	:	PUNCT
cana-3824	146	8	1074	1074	NUM
cana-3824	146	9	-	-	PUNCT
cana-3824	146	10	133x	133x	NUM
cana-3824	146	11	vol	vol	NOUN
cana-3824	146	12	32	32	NUM
cana-3824	146	13	no	no	NOUN
cana-3824	146	14	.	.	PUNCT
cana-3824	147	1	8s	8s	PROPN
cana-3824	147	2	(	(	PUNCT
cana-3824	147	3	2025	2025	NUM
cana-3824	147	4	)	)	PUNCT
cana-3824	147	5	816	816	NUM
cana-3824	147	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	147	7	𝐸𝑇𝑋(𝑍	𝐸𝑇𝑋(𝑍	NOUN
cana-3824	147	8	:	:	PUNCT
cana-3824	147	9	𝑑𝑖	𝑑𝑖	X
cana-3824	147	10	)	)	PUNCT
cana-3824	147	11	=	=	SYM
cana-3824	147	12	𝐸	𝐸	PROPN
cana-3824	147	13	{	{	PUNCT
cana-3824	147	14	𝐸𝑒𝑙	𝐸𝑒𝑙	NOUN
cana-3824	147	15	×	×	NOUN
cana-3824	147	16	𝑍	𝑍	NOUN
cana-3824	147	17	+	+	CCONJ
cana-3824	147	18	𝐸𝑟𝑠	𝐸𝑟𝑠	PROPN
cana-3824	147	19	×	×	NOUN
cana-3824	147	20	𝑍	𝑍	PROPN
cana-3824	147	21	×	×	NOUN
cana-3824	147	22	𝑑𝑖	𝑑𝑖	NOUN
cana-3824	147	23	2	2	NUM
cana-3824	147	24	,	,	PUNCT
cana-3824	147	25	if	if	SCONJ
cana-3824	147	26	𝑑𝑖	𝑑𝑖	PROPN
cana-3824	147	27	<	<	X
cana-3824	147	28	𝑑𝑖0	𝑑𝑖0	X
cana-3824	147	29	𝐸𝑒𝑙	𝐸𝑒𝑙	PROPN
cana-3824	147	30	×	×	NOUN
cana-3824	147	31	𝑍	𝑍	NOUN
cana-3824	147	32	+	+	CCONJ
cana-3824	147	33	𝐸𝑝𝑣	𝐸𝑝𝑣	PROPN
cana-3824	147	34	×	×	NOUN
cana-3824	147	35	𝑍	𝑍	PROPN
cana-3824	147	36	×	×	NOUN
cana-3824	147	37	𝑑𝑖	𝑑𝑖	NOUN
cana-3824	147	38	2	2	NUM
cana-3824	147	39	,	,	PUNCT
cana-3824	147	40	if	if	SCONJ
cana-3824	147	41	𝑑𝑖	𝑑𝑖	PROPN
cana-3824	147	42	≥	≥	NOUN
cana-3824	147	43	𝑑𝑖0	𝑑𝑖0	X
cana-3824	147	44	(	(	PUNCT
cana-3824	147	45	1	1	NUM
cana-3824	147	46	)	)	PUNCT
cana-3824	147	47	𝐸𝑇𝑋(𝑍	𝐸𝑇𝑋(𝑍	NOUN
cana-3824	147	48	:	:	PUNCT
cana-3824	147	49	𝑑𝑖	𝑑𝑖	X
cana-3824	147	50	)	)	PUNCT
cana-3824	147	51	=	=	SYM
cana-3824	147	52	𝐸	𝐸	PROPN
cana-3824	147	53	{	{	PUNCT
cana-3824	147	54	𝐸𝑖	𝐸𝑖	PROPN
cana-3824	147	55	−	−	NOUN
cana-3824	148	1	𝐸𝑒𝑙	𝐸𝑒𝑙	NOUN
cana-3824	148	2	×	×	NOUN
cana-3824	148	3	𝑍	𝑍	NOUN
cana-3824	148	4	+	+	CCONJ
cana-3824	148	5	𝐸𝑟𝑠	𝐸𝑟𝑠	PROPN
cana-3824	148	6	×	×	NOUN
cana-3824	148	7	𝑍	𝑍	PROPN
cana-3824	148	8	×	×	NOUN
cana-3824	148	9	𝑑𝑖	𝑑𝑖	NOUN
cana-3824	148	10	2	2	NUM
cana-3824	148	11	,	,	PUNCT
cana-3824	148	12	if	if	SCONJ
cana-3824	148	13	𝑑𝑖	𝑑𝑖	NOUN
cana-3824	148	14	<	<	X
cana-3824	148	15	𝑑𝑖0	𝑑𝑖0	X
cana-3824	148	16	𝐸𝑖	𝐸𝑖	PROPN
cana-3824	148	17	−	−	PROPN
cana-3824	149	1	𝐸𝑒𝑙	𝐸𝑒𝑙	NOUN
cana-3824	149	2	×	×	NOUN
cana-3824	149	3	𝑍	𝑍	NOUN
cana-3824	149	4	+	+	CCONJ
cana-3824	149	5	𝐸𝑝𝑣	𝐸𝑝𝑣	PROPN
cana-3824	149	6	×	×	NOUN
cana-3824	149	7	𝑍	𝑍	PROPN
cana-3824	149	8	×	×	NOUN
cana-3824	149	9	𝑑𝑖	𝑑𝑖	NOUN
cana-3824	149	10	2	2	NUM
cana-3824	149	11	,	,	PUNCT
cana-3824	149	12	if	if	SCONJ
cana-3824	149	13	𝑑𝑖	𝑑𝑖	PROPN
cana-3824	149	14	≥	≥	NOUN
cana-3824	149	15	𝑑𝑖0	𝑑𝑖0	X
cana-3824	149	16	(	(	PUNCT
cana-3824	149	17	2	2	NUM
cana-3824	149	18	)	)	PUNCT
cana-3824	149	19	𝐸𝑒𝑙	𝐸𝑒𝑙	NOUN
cana-3824	149	20	=	=	SYM
cana-3824	149	21	𝐸𝑇𝑋	𝐸𝑇𝑋	PROPN
cana-3824	149	22	+	+	CCONJ
cana-3824	149	23	𝐸𝑒𝑑	𝐸𝑒𝑑	PROPN
cana-3824	149	24	(	(	PUNCT
cana-3824	149	25	3	3	NUM
cana-3824	149	26	)	)	PUNCT
cana-3824	149	27	𝐸𝑅𝑋(𝑍	𝐸𝑅𝑋(𝑍	NOUN
cana-3824	149	28	:	:	PUNCT
cana-3824	149	29	𝑑𝑖	𝑑𝑖	X
cana-3824	149	30	)	)	PUNCT
cana-3824	149	31	=	=	SYM
cana-3824	149	32	𝐸𝑒𝑙𝑍	𝐸𝑒𝑙𝑍	PROPN
cana-3824	149	33	(	(	PUNCT
cana-3824	149	34	4	4	X
cana-3824	149	35	)	)	PUNCT
cana-3824	149	36	𝐸𝑎𝑚	𝐸𝑎𝑚	PROPN
cana-3824	149	37	=	=	SYM
cana-3824	149	38	𝐸𝑓𝑟𝑑𝑖	𝐸𝑓𝑟𝑑𝑖	PROPN
cana-3824	149	39	2	2	NUM
cana-3824	149	40	(	(	PUNCT
cana-3824	149	41	5	5	NUM
cana-3824	149	42	)	)	PUNCT
cana-3824	149	43	𝑑𝑖0	𝑑𝑖0	X
cana-3824	149	44	=	=	PUNCT
cana-3824	149	45	√	√	NUM
cana-3824	149	46	𝐸𝑓𝑟	𝐸𝑓𝑟	PROPN
cana-3824	149	47	𝐸𝑝𝑎𝑚	𝐸𝑝𝑎𝑚	PROPN
cana-3824	149	48	(	(	PUNCT
cana-3824	149	49	6	6	NUM
cana-3824	149	50	)	)	PUNCT
cana-3824	149	51	in	in	ADP
cana-3824	149	52	the	the	DET
cana-3824	149	53	above	above	ADJ
cana-3824	149	54	equations	equation	NOUN
cana-3824	149	55	,	,	PUNCT
cana-3824	149	56	di_0	di_0	NOUN
cana-3824	149	57	stands	stand	VERB
cana-3824	149	58	for	for	ADP
cana-3824	149	59	threshold	threshold	NOUN
cana-3824	149	60	distance	distance	NOUN
cana-3824	149	61	;	;	PUNCT
cana-3824	149	62	e_"pam	e_"pam	PROPN
cana-3824	149	63	"	"	PUNCT
cana-3824	149	64	represents	represent	VERB
cana-3824	149	65	energy	energy	NOUN
cana-3824	149	66	of	of	ADP
cana-3824	149	67	pa	pa	PROPN
cana-3824	149	68	;	;	PUNCT
cana-3824	149	69	e_fr	e_fr	PROPN
cana-3824	149	70	represents	represent	VERB
cana-3824	149	71	the	the	DET
cana-3824	149	72	necessary	necessary	ADJ
cana-3824	149	73	energy	energy	NOUN
cana-3824	149	74	when	when	SCONJ
cana-3824	149	75	using	use	VERB
cana-3824	149	76	the	the	DET
cana-3824	149	77	free	free	ADJ
cana-3824	149	78	space	space	NOUN
cana-3824	149	79	method	method	NOUN
cana-3824	149	80	;	;	PUNCT
cana-3824	149	81	e_1	e_1	NOUN
cana-3824	149	82	symbolises	symbolise	VERB
cana-3824	149	83	the	the	DET
cana-3824	149	84	energy	energy	NOUN
cana-3824	149	85	of	of	ADP
cana-3824	149	86	the	the	DET
cana-3824	149	87	whole	whole	ADJ
cana-3824	149	88	inactive	inactive	ADJ
cana-3824	149	89	state	state	NOUN
cana-3824	149	90	;	;	PUNCT
cana-3824	149	91	e_c	e_c	NUM
cana-3824	149	92	shows	show	VERB
cana-3824	149	93	the	the	DET
cana-3824	149	94	cost	cost	NOUN
cana-3824	149	95	of	of	ADP
cana-3824	149	96	energy	energy	NOUN
cana-3824	149	97	for	for	ADP
cana-3824	149	98	the	the	DET
cana-3824	149	99	entire	entire	ADJ
cana-3824	149	100	sense	sense	NOUN
cana-3824	149	101	phase	phase	NOUN
cana-3824	149	102	.	.	PUNCT
cana-3824	150	1	equation	equation	NOUN
cana-3824	150	2	(	(	PUNCT
cana-3824	150	3	7	7	X
cana-3824	150	4	)	)	PUNCT
cana-3824	150	5	indicates	indicate	VERB
cana-3824	150	6	the	the	DET
cana-3824	150	7	total	total	ADJ
cana-3824	150	8	energy	energy	NOUN
cana-3824	150	9	required	require	VERB
cana-3824	150	10	to	to	PART
cana-3824	150	11	transmit	transmit	VERB
cana-3824	150	12	data	datum	NOUN
cana-3824	150	13	.	.	PUNCT
cana-3824	151	1	𝐸total	𝐸total	ADJ
cana-3824	151	2	=	=	SYM
cana-3824	151	3	𝐸𝑇𝑋	𝐸𝑇𝑋	PROPN
cana-3824	151	4	+	+	CCONJ
cana-3824	151	5	𝐸𝑅𝑋	𝐸𝑅𝑋	PROPN
cana-3824	151	6	+	+	NUM
cana-3824	151	7	𝐸1	𝐸1	NOUN
cana-3824	151	8	+	+	X
cana-3824	151	9	𝐸𝐶	𝐸𝐶	PROPN
cana-3824	151	10	(	(	PUNCT
cana-3824	151	11	7	7	NUM
cana-3824	151	12	)	)	PUNCT
cana-3824	151	13	security	security	NOUN
cana-3824	151	14	mode	mode	NOUN
cana-3824	151	15	of	of	ADP
cana-3824	151	16	security	security	NOUN
cana-3824	151	17	:	:	PUNCT
cana-3824	151	18	this	this	PRON
cana-3824	151	19	chooses	choose	VERB
cana-3824	151	20	the	the	DET
cana-3824	151	21	ch	ch	NOUN
cana-3824	151	22	that	that	PRON
cana-3824	151	23	meets	meet	VERB
cana-3824	151	24	the	the	DET
cana-3824	151	25	requirements	requirement	NOUN
cana-3824	151	26	for	for	ADP
cana-3824	151	27	security	security	NOUN
cana-3824	151	28	.	.	PUNCT
cana-3824	152	1	in	in	ADP
cana-3824	152	2	equation	equation	NOUN
cana-3824	152	3	(	(	PUNCT
cana-3824	152	4	8)	8)	NUM
cana-3824	152	5	,	,	PUNCT
cana-3824	152	6	q_r&q_s	q_r&q_s	NOUN
cana-3824	152	7	mentions	mention	NOUN
cana-3824	152	8	,	,	PUNCT
cana-3824	152	9	in	in	ADP
cana-3824	152	10	that	that	DET
cana-3824	152	11	order	order	NOUN
cana-3824	152	12	,	,	PUNCT
cana-3824	152	13	security	security	NOUN
cana-3824	152	14	rank	rank	NOUN
cana-3824	152	15	and	and	CCONJ
cana-3824	152	16	chs	ch	NOUN
cana-3824	152	17	-	-	PUNCT
cana-3824	152	18	related	relate	VERB
cana-3824	152	19	security	security	NOUN
cana-3824	152	20	requirements	requirement	NOUN
cana-3824	152	21	.	.	PUNCT
cana-3824	153	1	the	the	DET
cana-3824	153	2	symbols	symbol	NOUN
cana-3824	153	3	for	for	ADP
cana-3824	153	4	the	the	DET
cana-3824	153	5	nodes	node	NOUN
cana-3824	153	6	are	be	AUX
cana-3824	153	7	ch	ch	NOUN
cana-3824	153	8	,	,	PUNCT
cana-3824	153	9	if	if	SCONJ
cana-3824	153	10	q_s≤q_r	q_s≤q_r	NOUN
cana-3824	153	11	.	.	PUNCT
cana-3824	154	1	risky	risky	ADJ
cana-3824	154	2	mode	mode	NOUN
cana-3824	154	3	:	:	PUNCT
cana-3824	154	4	to	to	PART
cana-3824	154	5	obtain	obtain	VERB
cana-3824	154	6	the	the	DET
cana-3824	154	7	best	good	ADJ
cana-3824	154	8	ch	ch	NOUN
cana-3824	154	9	for	for	ADP
cana-3824	154	10	capturing	capture	VERB
cana-3824	154	11	every	every	DET
cana-3824	154	12	risk	risk	NOUN
cana-3824	154	13	,	,	PUNCT
cana-3824	154	14	an	an	DET
cana-3824	154	15	existing	exist	VERB
cana-3824	154	16	ch	ch	NOUN
cana-3824	154	17	is	be	AUX
cana-3824	154	18	chosen	choose	VERB
cana-3824	154	19	in	in	ADP
cana-3824	154	20	this	this	DET
cana-3824	154	21	case	case	NOUN
cana-3824	154	22	.	.	PUNCT
cana-3824	155	1	consequently	consequently	ADV
cana-3824	155	2	,	,	PUNCT
cana-3824	155	3	during	during	ADP
cana-3824	155	4	the	the	DET
cana-3824	155	5	chs	chs	NOUN
cana-3824	155	6	procedure	procedure	NOUN
cana-3824	155	7	,	,	PUNCT
cana-3824	155	8	this	this	DET
cana-3824	155	9	mode	mode	NOUN
cana-3824	155	10	is	be	AUX
cana-3824	155	11	referred	refer	VERB
cana-3824	155	12	to	to	ADP
cana-3824	155	13	as	as	ADP
cana-3824	155	14	insistent	insistent	ADJ
cana-3824	155	15	mode	mode	NOUN
cana-3824	155	16	.	.	PUNCT
cana-3824	156	1	γ	γ	X
cana-3824	156	2	-	-	PUNCT
cana-3824	156	3	risky	risky	ADJ
cana-3824	156	4	mode	mode	NOUN
cana-3824	156	5	:	:	PUNCT
cana-3824	156	6	in	in	ADP
cana-3824	156	7	γ	γ	PROPN
cana-3824	156	8	-	-	PUNCT
cana-3824	156	9	risky	risky	ADJ
cana-3824	156	10	mode	mode	NOUN
cana-3824	156	11	,	,	PUNCT
cana-3824	156	12	the	the	DET
cana-3824	156	13	ch	ch	NOUN
cana-3824	156	14	who	who	PRON
cana-3824	156	15	are	be	AUX
cana-3824	156	16	subject	subject	ADJ
cana-3824	156	17	to	to	ADP
cana-3824	156	18	a	a	DET
cana-3824	156	19	severe	severe	ADJ
cana-3824	156	20	risk	risk	NOUN
cana-3824	156	21	are	be	AUX
cana-3824	156	22	selected	select	VERB
cana-3824	156	23	.	.	PUNCT
cana-3824	157	1	furthermore	furthermore	ADV
cana-3824	157	2	,	,	PUNCT
cana-3824	157	3	γrisk	γrisk	NOUN
cana-3824	157	4	is	be	AUX
cana-3824	157	5	referred	refer	VERB
cana-3824	157	6	to	to	ADP
cana-3824	157	7	as	as	ADP
cana-3824	157	8	u_"risk	u_"risk	NOUN
cana-3824	157	9	"	"	PUNCT
cana-3824	157	10	.	.	PUNCT
cana-3824	158	1	then	then	ADV
cana-3824	158	2	,	,	PUNCT
cana-3824	158	3	as	as	ADP
cana-3824	158	4	in	in	ADP
cana-3824	158	5	the	the	DET
cana-3824	158	6	other	other	ADJ
cana-3824	158	7	two	two	NUM
cana-3824	158	8	modes	mode	NOUN
cana-3824	158	9	,	,	PUNCT
cana-3824	158	10	γ	γ	PROPN
cana-3824	158	11	indicates	indicate	VERB
cana-3824	158	12	the	the	DET
cana-3824	158	13	probability	probability	NOUN
cana-3824	158	14	metric	metric	ADJ
cana-3824	158	15	with	with	ADP
cana-3824	158	16	η=0	η=0	PROPN
cana-3824	158	17	and	and	CCONJ
cana-3824	158	18	γ=1	γ=1	PROPN
cana-3824	158	19	.	.	PUNCT
cana-3824	159	1	equation	equation	NOUN
cana-3824	159	2	(	(	PUNCT
cana-3824	159	3	8)	8)	NUM
cana-3824	159	4	illustrates	illustrate	VERB
cana-3824	159	5	the	the	DET
cana-3824	159	6	probability	probability	NOUN
cana-3824	159	7	of	of	ADP
cana-3824	159	8	security	security	NOUN
cana-3824	159	9	variables	variable	NOUN
cana-3824	159	10	.	.	PUNCT
cana-3824	160	1	furthermore	furthermore	ADV
cana-3824	160	2	,	,	PUNCT
cana-3824	160	3	if	if	SCONJ
cana-3824	160	4	the	the	DET
cana-3824	160	5	selected	select	VERB
cana-3824	160	6	ch	ch	NOUN
cana-3824	160	7	accomplishes	accomplish	VERB
cana-3824	160	8	the	the	DET
cana-3824	160	9	state	state	NOUN
cana-3824	160	10	q_s	q_s	PRON
cana-3824	160	11	>	>	NOUN
cana-3824	160	12	q_r	q_r	NUM
cana-3824	160	13	,	,	PUNCT
cana-3824	160	14	less	less	ADJ
cana-3824	160	15	than	than	ADP
cana-3824	160	16	50	50	NUM
cana-3824	160	17	%	%	NOUN
cana-3824	160	18	of	of	ADP
cana-3824	160	19	the	the	DET
cana-3824	160	20	risk	risk	NOUN
cana-3824	160	21	should	should	AUX
cana-3824	160	22	exist	exist	VERB
cana-3824	160	23	.	.	PUNCT
cana-3824	161	1	if	if	SCONJ
cana-3824	161	2	the	the	DET
cana-3824	161	3	circumstance	circumstance	NOUN
cana-3824	161	4	is	be	AUX
cana-3824	161	5	0	0	NUM
cana-3824	161	6	<	<	NOUN
cana-3824	161	7	q_sq_r≤1	q_sq_r≤1	NOUN
cana-3824	161	8	,	,	PUNCT
cana-3824	161	9	selection	selection	NOUN
cana-3824	161	10	procedure	procedure	NOUN
cana-3824	161	11	would	would	AUX
cana-3824	161	12	be	be	AUX
cana-3824	161	13	adhered	adhere	VERB
cana-3824	161	14	to	to	ADP
cana-3824	161	15	,	,	PUNCT
cana-3824	161	16	and	and	CCONJ
cana-3824	161	17	should	should	AUX
cana-3824	161	18	the	the	DET
cana-3824	161	19	state	state	NOUN
cana-3824	161	20	be	be	AUX
cana-3824	161	21	1	1	NUM
cana-3824	161	22	<	<	NOUN
cana-3824	161	23	q_s	q_	NOUN
cana-3824	161	24	-	-	ADJ
cana-3824	161	25	q_r≤2	q_r≤2	NOUN
cana-3824	161	26	,	,	PUNCT
cana-3824	161	27	the	the	DET
cana-3824	161	28	selection	selection	NOUN
cana-3824	161	29	procedure	procedure	NOUN
cana-3824	161	30	will	will	AUX
cana-3824	161	31	take	take	VERB
cana-3824	161	32	longer	long	ADV
cana-3824	161	33	than	than	SCONJ
cana-3824	161	34	expected	expect	VERB
cana-3824	161	35	.	.	PUNCT
cana-3824	162	1	but	but	CCONJ
cana-3824	162	2	the	the	DET
cana-3824	162	3	chs	chs	NOUN
cana-3824	162	4	procedure	procedure	NOUN
cana-3824	162	5	would	would	AUX
cana-3824	162	6	n't	not	PART
cana-3824	162	7	end	end	VERB
cana-3824	162	8	there	there	ADV
cana-3824	162	9	,	,	PUNCT
cana-3824	162	10	and	and	CCONJ
cana-3824	162	11	the	the	DET
cana-3824	162	12	state	state	NOUN
cana-3824	162	13	should	should	AUX
cana-3824	162	14	keep	keep	VERB
cana-3824	162	15	performing	perform	VERB
cana-3824	162	16	the	the	DET
cana-3824	162	17	related	relate	VERB
cana-3824	162	18	role	role	NOUN
cana-3824	162	19	2	2	NUM
cana-3824	162	20	<	<	NOUN
cana-3824	162	21	q_s	q_	NOUN
cana-3824	162	22	-	-	PUNCT
cana-3824	162	23	q_r≤5	q_r≤5	NOUN
cana-3824	162	24	.	.	PUNCT
cana-3824	163	1	consideration	consideration	NOUN
cana-3824	163	2	is	be	AUX
cana-3824	163	3	given	give	VERB
cana-3824	163	4	to	to	ADP
cana-3824	163	5	the	the	DET
cana-3824	163	6	risk	risk	NOUN
cana-3824	163	7	factor	factor	NOUN
cana-3824	163	8	in	in	ADP
cana-3824	163	9	the	the	DET
cana-3824	163	10	security	security	NOUN
cana-3824	163	11	analysis	analysis	NOUN
cana-3824	163	12	.	.	PUNCT
cana-3824	164	1	as	as	ADP
cana-3824	164	2	a	a	DET
cana-3824	164	3	result	result	NOUN
cana-3824	164	4	,	,	PUNCT
cana-3824	164	5	there	there	PRON
cana-3824	164	6	must	must	AUX
cana-3824	164	7	be	be	AUX
cana-3824	164	8	little	little	ADJ
cana-3824	164	9	security	security	NOUN
cana-3824	164	10	.	.	PUNCT
cana-3824	165	1	𝑆𝑒	𝑆𝑒	PRON
cana-3824	165	2	=	=	PRON
cana-3824	165	3	{	{	PUNCT
cana-3824	165	4	0	0	NUM
cana-3824	165	5	if	if	SCONJ
cana-3824	165	6	𝑞𝑠	𝑞𝑠	PRON
cana-3824	165	7	−	−	PROPN
cana-3824	165	8	𝑞𝑟	𝑞𝑟	PROPN
cana-3824	165	9	≤	≤	PROPN
cana-3824	165	10	0	0	NUM
cana-3824	165	11	1−	1−	NUM
cana-3824	165	12	𝑒	𝑒	X
cana-3824	165	13	(	(	PUNCT
cana-3824	165	14	𝑞𝑠−𝑞𝑟	𝑞𝑠−𝑞𝑟	NOUN
cana-3824	165	15	)	)	PUNCT
cana-3824	165	16	2	2	NUM
cana-3824	165	17	if	if	SCONJ
cana-3824	165	18	0	0	NUM
cana-3824	165	19	<	<	X
cana-3824	165	20	𝑞𝑠	𝑞𝑠	PRON
cana-3824	165	21	−	−	PROPN
cana-3824	165	22	𝑞𝑟	𝑞𝑟	PROPN
cana-3824	165	23	≤	≤	NUM
cana-3824	165	24	1	1	NUM
cana-3824	165	25	1	1	NUM
cana-3824	165	26	−	−	NOUN
cana-3824	165	27	𝑒	𝑒	PROPN
cana-3824	165	28	3(𝑞𝑠−𝑞𝑟	3(𝑞𝑠−𝑞𝑟	NUM
cana-3824	165	29	)	)	PUNCT
cana-3824	165	30	2	2	NUM
cana-3824	165	31	if	if	SCONJ
cana-3824	165	32	1	1	NUM
cana-3824	165	33	<	<	X
cana-3824	165	34	𝑞𝑠	𝑞𝑠	PROPN
cana-3824	165	35	−	−	NOUN
cana-3824	165	36	𝑞𝑟	𝑞𝑟	PROPN
cana-3824	165	37	≤	≤	NUM
cana-3824	165	38	2	2	NUM
cana-3824	165	39	1	1	NUM
cana-3824	165	40	if	if	SCONJ
cana-3824	165	41	2	2	NUM
cana-3824	165	42	<	<	X
cana-3824	165	43	𝑞𝑠	𝑞𝑠	PRON
cana-3824	165	44	−	−	NOUN
cana-3824	165	45	𝑞𝑟	𝑞𝑟	PROPN
cana-3824	165	46	≤	≤	ADV
cana-3824	165	47	5	5	NUM
cana-3824	165	48	(	(	PUNCT
cana-3824	165	49	8)	8)	NUM
cana-3824	165	50	distance	distance	NOUN
cana-3824	165	51	equation	equation	NOUN
cana-3824	165	52	(	(	PUNCT
cana-3824	165	53	9	9	NUM
cana-3824	165	54	)	)	PUNCT
cana-3824	165	55	.	.	PUNCT
cana-3824	166	1	computes	compute	VERB
cana-3824	166	2	the	the	DET
cana-3824	166	3	packet	packet	NOUN
cana-3824	166	4	communication	communication	NOUN
cana-3824	166	5	distance	distance	NOUN
cana-3824	166	6	from	from	ADP
cana-3824	166	7	regular	regular	ADJ
cana-3824	166	8	nodes	node	NOUN
cana-3824	166	9	to	to	ADP
cana-3824	166	10	the	the	DET
cana-3824	166	11	ch	ch	NOUN
cana-3824	166	12	and	and	CCONJ
cana-3824	166	13	bs	bs	NOUN
cana-3824	166	14	from	from	ADP
cana-3824	166	15	the	the	DET
cana-3824	166	16	ch	ch	NOUN
cana-3824	166	17	.	.	PUNCT
cana-3824	167	1	a	a	DET
cana-3824	167	2	good	good	ADJ
cana-3824	167	3	system	system	NOUN
cana-3824	167	4	needs	need	VERB
cana-3824	167	5	to	to	PART
cana-3824	167	6	have	have	VERB
cana-3824	167	7	a	a	DET
cana-3824	167	8	short	short	ADJ
cana-3824	167	9	distance	distance	NOUN
cana-3824	167	10	.	.	PUNCT
cana-3824	168	1	𝐷𝑖	𝐷𝑖	NOUN
cana-3824	168	2	=	=	SYM
cana-3824	169	1	𝐷𝑖	𝐷𝑖	PROPN
cana-3824	169	2	dist	dist	NOUN
cana-3824	169	3	(	(	PUNCT
cana-3824	169	4	𝑚	𝑚	NOUN
cana-3824	169	5	)	)	PUNCT
cana-3824	169	6	𝐷𝑖	𝐷𝑖	PROPN
cana-3824	169	7	dist	dist	NOUN
cana-3824	169	8	(	(	PUNCT
cana-3824	169	9	𝑛	𝑛	NOUN
cana-3824	169	10	)	)	PUNCT
cana-3824	169	11	(	(	PUNCT
cana-3824	169	12	9	9	X
cana-3824	169	13	)	)	PUNCT
cana-3824	169	14	communications	communication	NOUN
cana-3824	169	15	on	on	ADP
cana-3824	169	16	applied	apply	VERB
cana-3824	169	17	nonlinear	nonlinear	ADJ
cana-3824	169	18	analysis	analysis	NOUN
cana-3824	169	19	issn	issn	NOUN
cana-3824	169	20	:	:	PUNCT
cana-3824	169	21	1074	1074	NUM
cana-3824	169	22	-	-	PUNCT
cana-3824	169	23	133x	133x	NUM
cana-3824	169	24	vol	vol	NOUN
cana-3824	169	25	32	32	NUM
cana-3824	169	26	no	no	NOUN
cana-3824	169	27	.	.	PUNCT
cana-3824	170	1	8s	8s	PROPN
cana-3824	170	2	(	(	PUNCT
cana-3824	170	3	2025	2025	NUM
cana-3824	170	4	)	)	PUNCT
cana-3824	170	5	817	817	NUM
cana-3824	170	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	170	7	where	where	SCONJ
cana-3824	170	8	,	,	PUNCT
cana-3824	170	9	𝐷𝑖dist	𝐷𝑖dist	PROPN
cana-3824	170	10	(	(	PUNCT
cana-3824	170	11	𝑚	𝑚	NOUN
cana-3824	170	12	)	)	PUNCT
cana-3824	170	13	=	=	PUNCT
cana-3824	170	14	∑	∑	PUNCT
cana-3824	170	15	 	 	SPACE
cana-3824	170	16	𝑑	𝑑	PRON
cana-3824	170	17	𝑞=1	𝑞=1	PUNCT
cana-3824	170	18	 	 	SPACE
cana-3824	170	19	∑	∑	DET
cana-3824	170	20	  	  	SPACE
cana-3824	170	21	𝑀𝑒	𝑀𝑒	PROPN
cana-3824	170	22	𝑡=1	𝑡=1	PROPN
cana-3824	170	23	  	  	SPACE
cana-3824	170	24	∥∥𝑑𝑞	∥∥𝑑𝑞	PROPN
cana-3824	170	25	norm	norm	NOUN
cana-3824	170	26	−𝑀𝑐	−𝑀𝑐	INTJ
cana-3824	171	1	𝑡∥∥	𝑡∥∥	PROPN
cana-3824	171	2	+	+	NUM
cana-3824	171	3	∥∥𝑀𝑐	∥∥𝑀𝑐	NOUN
cana-3824	171	4	𝑡	𝑡	ADP
cana-3824	171	5	−	−	PROPN
cana-3824	171	6	𝐼𝑘∥∥	𝐼𝑘∥∥	PROPN
cana-3824	171	7	(	(	PUNCT
cana-3824	171	8	10	10	NUM
cana-3824	171	9	)	)	PUNCT
cana-3824	171	10	𝐷𝑖dist	𝐷𝑖dist	PROPN
cana-3824	171	11	(	(	PUNCT
cana-3824	171	12	𝑛	𝑛	NOUN
cana-3824	171	13	)	)	PUNCT
cana-3824	171	14	=	=	PUNCT
cana-3824	171	15	∑	∑	PUNCT
cana-3824	171	16	 	 	SPACE
cana-3824	171	17	𝑑	𝑑	PRON
cana-3824	171	18	𝑞=1	𝑞=1	PUNCT
cana-3824	171	19	 	 	SPACE
cana-3824	171	20	∑	∑	PROPN
cana-3824	171	21	 	 	SPACE
cana-3824	171	22	𝑑	𝑑	PROPN
cana-3824	171	23	𝑡=1	𝑡=1	PROPN
cana-3824	171	24	 	 	SPACE
cana-3824	171	25	∥∥𝑑𝑞	∥∥𝑑𝑞	PROPN
cana-3824	171	26	norm	norm	NOUN
cana-3824	171	27	−	−	PROPN
cana-3824	171	28	𝑑𝑡	𝑑𝑡	ADP
cana-3824	171	29	norm	norm	NOUN
cana-3824	171	30	∥∥	∥∥	X
cana-3824	171	31	(	(	PUNCT
cana-3824	171	32	11	11	NUM
cana-3824	171	33	)	)	PUNCT
cana-3824	171	34	delay	delay	NOUN
cana-3824	171	35	equation	equation	NOUN
cana-3824	171	36	(	(	PUNCT
cana-3824	171	37	12	12	NUM
cana-3824	171	38	)	)	PUNCT
cana-3824	171	39	,	,	PUNCT
cana-3824	171	40	in	in	ADP
cana-3824	171	41	which	which	PRON
cana-3824	171	42	d	d	NOUN
cana-3824	171	43	denotes	denote	VERB
cana-3824	171	44	the	the	DET
cana-3824	171	45	network	network	NOUN
cana-3824	171	46	's	's	PART
cana-3824	171	47	total	total	ADJ
cana-3824	171	48	cluster	cluster	NOUN
cana-3824	171	49	count	count	NOUN
cana-3824	171	50	,	,	PUNCT
cana-3824	171	51	is	be	AUX
cana-3824	171	52	used	use	VERB
cana-3824	171	53	to	to	PART
cana-3824	171	54	calculate	calculate	VERB
cana-3824	171	55	delay	delay	NOUN
cana-3824	171	56	and	and	CCONJ
cana-3824	171	57	m_c^e	m_c^e	NOUN
cana-3824	171	58	suggests	suggest	VERB
cana-3824	171	59	the	the	DET
cana-3824	171	60	related	related	ADJ
cana-3824	171	61	ch	ch	NOUN
cana-3824	171	62	.	.	PUNCT
cana-3824	172	1	minimum	minimum	ADJ
cana-3824	172	2	delay	delay	NOUN
cana-3824	172	3	is	be	AUX
cana-3824	172	4	necessary	necessary	ADJ
cana-3824	172	5	for	for	ADP
cana-3824	172	6	a	a	DET
cana-3824	172	7	good	good	ADJ
cana-3824	172	8	system	system	NOUN
cana-3824	172	9	.	.	PUNCT
cana-3824	173	1	𝐷𝑒𝑑𝑒𝑙	𝐷𝑒𝑑𝑒𝑙	PROPN
cana-3824	173	2	=	=	SYM
cana-3824	174	1	𝑀𝑐	𝑀𝑐	PROPN
cana-3824	174	2	𝑒	𝑒	PRON
cana-3824	174	3	𝑀𝑐	𝑀𝑐	PROPN
cana-3824	174	4	𝑡(𝑀𝑐	𝑡(𝑀𝑐	NUM
cana-3824	174	5	𝑡	𝑡	NOUN
cana-3824	174	6	)	)	PUNCT
cana-3824	174	7	𝑑	𝑑	PROPN
cana-3824	174	8	(	(	PUNCT
cana-3824	174	9	12	12	NUM
cana-3824	174	10	)	)	PUNCT
cana-3824	174	11	trust	trust	NOUN
cana-3824	174	12	in	in	ADP
cana-3824	174	13	order	order	NOUN
cana-3824	174	14	to	to	PART
cana-3824	174	15	gauge	gauge	VERB
cana-3824	174	16	the	the	DET
cana-3824	174	17	degree	degree	NOUN
cana-3824	174	18	of	of	ADP
cana-3824	174	19	trust	trust	NOUN
cana-3824	174	20	between	between	ADP
cana-3824	174	21	hops	hop	NOUN
cana-3824	174	22	and	and	CCONJ
cana-3824	174	23	adjacent	adjacent	ADJ
cana-3824	174	24	hops	hop	NOUN
cana-3824	174	25	,	,	PUNCT
cana-3824	174	26	higher	high	ADJ
cana-3824	174	27	trust	trust	NOUN
cana-3824	174	28	is	be	AUX
cana-3824	174	29	offered	offer	VERB
cana-3824	174	30	by	by	ADP
cana-3824	174	31	every	every	DET
cana-3824	174	32	hop	hop	NOUN
cana-3824	174	33	in	in	ADP
cana-3824	174	34	the	the	DET
cana-3824	174	35	wsn	wsn	NOUN
cana-3824	174	36	.	.	PUNCT
cana-3824	175	1	equation	equation	NOUN
cana-3824	175	2	(	(	PUNCT
cana-3824	175	3	13	13	NUM
cana-3824	175	4	)	)	PUNCT
cana-3824	175	5	indicates	indicate	VERB
cana-3824	175	6	that	that	SCONJ
cana-3824	175	7	trust	trust	NOUN
cana-3824	175	8	can	can	AUX
cana-3824	175	9	be	be	AUX
cana-3824	175	10	assessed	assess	VERB
cana-3824	175	11	using	use	VERB
cana-3824	175	12	two	two	NUM
cana-3824	175	13	factors	factor	NOUN
cana-3824	175	14	:	:	PUNCT
cana-3824	175	15	direct	direct	ADJ
cana-3824	175	16	and	and	CCONJ
cana-3824	175	17	indirect	indirect	ADJ
cana-3824	175	18	trust	trust	NOUN
cana-3824	175	19	.	.	PUNCT
cana-3824	176	1	a	a	DET
cana-3824	176	2	good	good	ADJ
cana-3824	176	3	system	system	NOUN
cana-3824	176	4	needs	need	VERB
cana-3824	176	5	a	a	DET
cana-3824	176	6	high	high	ADJ
cana-3824	176	7	degree	degree	NOUN
cana-3824	176	8	of	of	ADP
cana-3824	176	9	trust	trust	NOUN
cana-3824	176	10	.	.	PUNCT
cana-3824	177	1	tr	tr	VERB
cana-3824	177	2	=	=	NOUN
cana-3824	177	3	{	{	PUNCT
cana-3824	177	4	tr𝑑	tr𝑑	NOUN
cana-3824	177	5	+	+	CCONJ
cana-3824	177	6	tr𝑖𝑑	tr𝑖𝑑	NOUN
cana-3824	177	7	}	}	PUNCT
cana-3824	177	8	(	(	PUNCT
cana-3824	177	9	13	13	NUM
cana-3824	177	10	)	)	PUNCT
cana-3824	177	11	direct	direct	ADJ
cana-3824	177	12	trust	trust	NOUN
cana-3824	177	13	:	:	PUNCT
cana-3824	177	14	computed	compute	VERB
cana-3824	177	15	as	as	SCONJ
cana-3824	177	16	indicated	indicate	VERB
cana-3824	177	17	by	by	ADP
cana-3824	177	18	equation	equation	NOUN
cana-3824	177	19	(	(	PUNCT
cana-3824	177	20	14	14	NUM
cana-3824	177	21	)	)	PUNCT
cana-3824	177	22	,	,	PUNCT
cana-3824	177	23	where	where	SCONJ
cana-3824	177	24	,	,	PUNCT
cana-3824	177	25	(	(	PUNCT
cana-3824	177	26	𝑇𝑟𝑑)𝑦	𝑇𝑟𝑑)𝑦	X
cana-3824	177	27	𝑧	𝑧	ADP
cana-3824	177	28	indicates	indicate	VERB
cana-3824	177	29	unwavering	unwavere	VERB
cana-3824	177	30	trust	trust	NOUN
cana-3824	177	31	for	for	ADP
cana-3824	177	32	the	the	DET
cana-3824	177	33	𝑦th	𝑦th	NOUN
cana-3824	177	34	transaction	transaction	NOUN
cana-3824	177	35	and	and	CCONJ
cana-3824	177	36	the	the	DET
cana-3824	177	37	𝑧th	𝑧th	NOUN
cana-3824	177	38	time	time	NOUN
cana-3824	177	39	frame	frame	NOUN
cana-3824	177	40	,	,	PUNCT
cana-3824	177	41	𝑠𝑚	𝑠𝑚	ADP
cana-3824	177	42	stands	stand	VERB
cana-3824	177	43	for	for	ADP
cana-3824	177	44	the	the	DET
cana-3824	177	45	satisfaction	satisfaction	NOUN
cana-3824	177	46	metric	metric	NOUN
cana-3824	177	47	,	,	PUNCT
cana-3824	177	48	𝑧	𝑧	PROPN
cana-3824	177	49	denotes	denote	NOUN
cana-3824	177	50	time	time	NOUN
cana-3824	177	51	interval	interval	NOUN
cana-3824	177	52	,	,	PUNCT
cana-3824	177	53	𝑦	𝑦	PRON
cana-3824	177	54	signifies	signify	VERB
cana-3824	177	55	a	a	DET
cana-3824	177	56	transaction	transaction	NOUN
cana-3824	177	57	,	,	PUNCT
cana-3824	177	58	𝑜	𝑜	PRON
cana-3824	177	59	indicates	indicate	VERB
cana-3824	177	60	hop	hop	NOUN
cana-3824	177	61	estimation	estimation	NOUN
cana-3824	177	62	,	,	PUNCT
cana-3824	177	63	and	and	CCONJ
cana-3824	177	64	𝑜	𝑜	PRON
cana-3824	177	65	+	+	ADJ
cana-3824	177	66	1	1	NUM
cana-3824	177	67	denotes	denote	NOUN
cana-3824	177	68	hop	hop	ADV
cana-3824	177	69	for	for	ADP
cana-3824	177	70	assessment	assessment	NOUN
cana-3824	177	71	.	.	PUNCT
cana-3824	178	1	(	(	PUNCT
cana-3824	178	2	𝑂𝑑)𝑦	𝑂𝑑)𝑦	PROPN
cana-3824	178	3	𝑧(𝑜	𝑧(𝑜	PROPN
cana-3824	178	4	,	,	PUNCT
cana-3824	178	5	𝑜	𝑜	NOUN
cana-3824	178	6	+	+	NOUN
cana-3824	178	7	1	1	NUM
cana-3824	178	8	)	)	PUNCT
cana-3824	178	9	=	=	PUNCT
cana-3824	179	1	sm𝑦	sm𝑦	VERB
cana-3824	179	2	𝑧	𝑧	X
cana-3824	179	3	⁡(𝑜	⁡(𝑜	NOUN
cana-3824	179	4	,	,	PUNCT
cana-3824	179	5	𝑜	𝑜	X
cana-3824	179	6	+	+	NOUN
cana-3824	179	7	1	1	NUM
cana-3824	179	8	)	)	PUNCT
cana-3824	179	9	(	(	PUNCT
cana-3824	179	10	14	14	NUM
cana-3824	179	11	)	)	PUNCT
cana-3824	179	12	in	in	ADP
cana-3824	179	13	equation	equation	NOUN
cana-3824	179	14	(	(	PUNCT
cana-3824	179	15	15	15	NUM
cana-3824	179	16	)	)	PUNCT
cana-3824	179	17	,	,	PUNCT
cana-3824	179	18	𝑠𝑚	𝑠𝑚	NOUN
cana-3824	179	19	is	be	AUX
cana-3824	179	20	assessed	assess	VERB
cana-3824	179	21	as	as	ADP
cana-3824	179	22	in	in	ADP
cana-3824	179	23	equation	equation	NOUN
cana-3824	179	24	(	(	PUNCT
cana-3824	179	25	15	15	NUM
cana-3824	179	26	)	)	PUNCT
cana-3824	179	27	,	,	PUNCT
cana-3824	179	28	wherein	wherein	ADJ
cana-3824	179	29	𝑠𝑚𝑣	𝑠𝑚𝑣	NOUN
cana-3824	179	30	indicates	indicate	VERB
cana-3824	179	31	the	the	DET
cana-3824	179	32	level	level	NOUN
cana-3824	179	33	of	of	ADP
cana-3824	179	34	satisfaction	satisfaction	NOUN
cana-3824	179	35	with	with	ADP
cana-3824	179	36	the	the	DET
cana-3824	179	37	current	current	ADJ
cana-3824	179	38	gearbox	gearbox	NOUN
cana-3824	179	39	,	,	PUNCT
cana-3824	179	40	𝑠𝑚𝑦−1	𝑠𝑚𝑦−1	PROPN
cana-3824	179	41	𝑧	𝑧	PROPN
cana-3824	179	42	(	(	PUNCT
cana-3824	179	43	𝑜	𝑜	NOUN
cana-3824	179	44	,	,	PUNCT
cana-3824	179	45	𝑜	𝑜	X
cana-3824	179	46	+	+	NOUN
cana-3824	179	47	1	1	X
cana-3824	179	48	)	)	PUNCT
cana-3824	179	49	denotes	denote	VERB
cana-3824	179	50	𝑦	𝑦	NOUN
cana-3824	179	51	−	−	PROPN
cana-3824	179	52	1	1	NUM
cana-3824	179	53	value	value	NOUN
cana-3824	179	54	of	of	ADP
cana-3824	179	55	transmission	transmission	NOUN
cana-3824	179	56	satisfaction	satisfaction	NOUN
cana-3824	179	57	at	at	ADP
cana-3824	179	58	the	the	DET
cana-3824	179	59	𝑧th	𝑧th	NOUN
cana-3824	179	60	time	time	NOUN
cana-3824	179	61	interval	interval	NOUN
cana-3824	179	62	,	,	PUNCT
cana-3824	179	63	where	where	SCONJ
cana-3824	179	64	𝜂	𝜂	NOUN
cana-3824	179	65	stands	stand	VERB
cana-3824	179	66	for	for	ADP
cana-3824	179	67	weight	weight	NOUN
cana-3824	179	68	.	.	PUNCT
cana-3824	180	1	𝑠𝑚𝑦	𝑠𝑚𝑦	PROPN
cana-3824	180	2	𝑧(0	𝑧(0	PROPN
cana-3824	180	3	,	,	PUNCT
cana-3824	180	4	𝑜	𝑜	X
cana-3824	180	5	+	+	NOUN
cana-3824	180	6	1	1	NUM
cana-3824	180	7	)	)	PUNCT
cana-3824	180	8	=	=	SYM
cana-3824	180	9	𝜂	𝜂	NUM
cana-3824	180	10	×	×	NOUN
cana-3824	180	11	𝑠𝑚𝑣	𝑠𝑚𝑣	NOUN
cana-3824	180	12	+	+	CCONJ
cana-3824	180	13	(	(	PUNCT
cana-3824	180	14	1−	1−	NUM
cana-3824	180	15	𝜂	𝜂	NOUN
cana-3824	180	16	)	)	PUNCT
cana-3824	180	17	×	×	NOUN
cana-3824	180	18	𝑚𝑦−1	𝑚𝑦−1	PROPN
cana-3824	180	19	𝑧	𝑧	X
cana-3824	180	20	(	(	PUNCT
cana-3824	180	21	0	0	NUM
cana-3824	180	22	,	,	PUNCT
cana-3824	180	23	𝑜	𝑜	NOUN
cana-3824	180	24	+	+	NOUN
cana-3824	180	25	1	1	NUM
cana-3824	180	26	)	)	PUNCT
cana-3824	180	27	(	(	PUNCT
cana-3824	180	28	15	15	NUM
cana-3824	180	29	)	)	PUNCT
cana-3824	180	30	𝑠𝑚𝑣	𝑠𝑚𝑣	NOUN
cana-3824	180	31	=	=	PUNCT
cana-3824	180	32	{	{	PUNCT
cana-3824	180	33	0	0	NUM
cana-3824	180	34	;	;	PUNCT
cana-3824	180	35	if	if	SCONJ
cana-3824	180	36	transmission	transmission	NOUN
cana-3824	180	37	is	be	AUX
cana-3824	180	38	unsatisfactory	unsatisfactory	ADJ
cana-3824	180	39	1	1	NUM
cana-3824	180	40	;	;	PUNCT
cana-3824	180	41	if	if	SCONJ
cana-3824	180	42	transmission	transmission	NOUN
cana-3824	180	43	is	be	AUX
cana-3824	180	44	satisfactory	satisfactory	ADJ
cana-3824	180	45	∈	∈	PROPN
cana-3824	180	46	(	(	PUNCT
cana-3824	180	47	0,1	0,1	NUM
cana-3824	180	48	)	)	PUNCT
cana-3824	180	49	;	;	PUNCT
cana-3824	180	50	else	else	ADV
cana-3824	180	51	(	(	PUNCT
cana-3824	180	52	16	16	NUM
cana-3824	180	53	)	)	PUNCT
cana-3824	180	54	indirect	indirect	ADJ
cana-3824	180	55	trust	trust	NOUN
cana-3824	180	56	:	:	PUNCT
cana-3824	180	57	indirect	indirect	ADJ
cana-3824	180	58	faith	faith	NOUN
cana-3824	180	59	in	in	ADP
cana-3824	180	60	the	the	DET
cana-3824	180	61	hop	hop	NOUN
cana-3824	180	62	with	with	ADP
cana-3824	180	63	reference	reference	NOUN
cana-3824	180	64	to	to	ADP
cana-3824	180	65	(	(	PUNCT
cana-3824	180	66	𝑜	𝑜	NOUN
cana-3824	180	67	+	+	NOUN
cana-3824	180	68	1	1	X
cana-3824	180	69	)	)	PUNCT
cana-3824	180	70	th	th	X
cana-3824	180	71	is	be	AUX
cana-3824	180	72	evaluated	evaluate	VERB
cana-3824	180	73	in	in	ADP
cana-3824	180	74	accordance	accordance	NOUN
cana-3824	180	75	with	with	ADP
cana-3824	180	76	equation	equation	NOUN
cana-3824	180	77	(	(	PUNCT
cana-3824	180	78	17	17	NUM
cana-3824	180	79	)	)	PUNCT
cana-3824	180	80	,	,	PUNCT
cana-3824	180	81	where	where	SCONJ
cana-3824	180	82	𝑉	𝑉	PROPN
cana-3824	180	83	represents	represent	VERB
cana-3824	180	84	the	the	DET
cana-3824	180	85	agent	agent	NOUN
cana-3824	180	86	group	group	NOUN
cana-3824	180	87	communicating	communicate	VERB
cana-3824	180	88	with	with	ADP
cana-3824	180	89	𝑜	𝑜	PROPN
cana-3824	180	90	+	+	NOUN
cana-3824	180	91	1	1	NUM
cana-3824	180	92	,	,	PUNCT
cana-3824	180	93	𝑎	𝑎	DET
cana-3824	180	94	denotes	denote	NOUN
cana-3824	180	95	hop	hop	ADV
cana-3824	180	96	,	,	PUNCT
cana-3824	180	97	and	and	CCONJ
cana-3824	180	98	𝐾𝑦	𝐾𝑦	PROPN
cana-3824	180	99	𝑧	𝑧	PROPN
cana-3824	180	100	indicates	indicate	VERB
cana-3824	180	101	the	the	DET
cana-3824	180	102	creditability	creditability	NOUN
cana-3824	180	103	of	of	ADP
cana-3824	180	104	the	the	DET
cana-3824	180	105	feedback	feedback	NOUN
cana-3824	180	106	.	.	PUNCT
cana-3824	181	1	𝐾𝑦	𝐾𝑦	ADP
cana-3824	181	2	𝑧	𝑧	PROPN
cana-3824	181	3	is	be	AUX
cana-3824	181	4	evaluated	evaluate	VERB
cana-3824	181	5	using	use	VERB
cana-3824	181	6	equation	equation	NOUN
cana-3824	181	7	(	(	PUNCT
cana-3824	181	8	18	18	NUM
cana-3824	181	9	)	)	PUNCT
cana-3824	181	10	,	,	PUNCT
cana-3824	181	11	which	which	PRON
cana-3824	181	12	𝐿𝑦	𝐿𝑦	PROPN
cana-3824	181	13	𝑧	𝑧	PROPN
cana-3824	181	14	indicates	indicate	VERB
cana-3824	181	15	similarity	similarity	NOUN
cana-3824	181	16	.	.	PUNCT
cana-3824	182	1	equation	equation	NOUN
cana-3824	182	2	(	(	PUNCT
cana-3824	182	3	19	19	NUM
cana-3824	182	4	)	)	PUNCT
cana-3824	182	5	,	,	PUNCT
cana-3824	182	6	where	where	SCONJ
cana-3824	182	7	l	l	NOUN
cana-3824	182	8	is	be	AUX
cana-3824	182	9	the	the	DET
cana-3824	182	10	similarity	similarity	NOUN
cana-3824	182	11	deviation	deviation	NOUN
cana-3824	182	12	constant	constant	ADJ
cana-3824	182	13	,	,	PUNCT
cana-3824	182	14	is	be	AUX
cana-3824	182	15	used	use	VERB
cana-3824	182	16	to	to	PART
cana-3824	182	17	evaluate	evaluate	VERB
cana-3824	182	18	the	the	DET
cana-3824	182	19	similarity	similarity	NOUN
cana-3824	182	20	between	between	ADP
cana-3824	182	21	hops	hop	NOUN
cana-3824	182	22	,	,	PUNCT
cana-3824	182	23	𝛿&𝜔	𝛿&𝜔	PROPN
cana-3824	182	24	indicates	indicate	VERB
cana-3824	182	25	the	the	DET
cana-3824	182	26	factor	factor	NOUN
cana-3824	182	27	of	of	ADP
cana-3824	182	28	reward	reward	NOUN
cana-3824	182	29	and	and	CCONJ
cana-3824	182	30	punishment	punishment	NOUN
cana-3824	182	31	,	,	PUNCT
cana-3824	182	32	and	and	CCONJ
cana-3824	182	33	ℜ𝑦	ℜ𝑦	PROPN
cana-3824	182	34	𝑧(0,0	𝑧(0,0	NOUN
cana-3824	182	35	+	+	SYM
cana-3824	182	36	1	1	NUM
cana-3824	182	37	)	)	PUNCT
cana-3824	182	38	denotes	denote	NOUN
cana-3824	182	39	personalized	personalize	VERB
cana-3824	182	40	difference	difference	NOUN
cana-3824	182	41	.	.	PUNCT
cana-3824	183	1	(	(	PUNCT
cana-3824	183	2	tr𝑖𝑑	tr𝑖𝑑	NOUN
cana-3824	183	3	)	)	PUNCT
cana-3824	183	4	𝑦	𝑦	NOUN
cana-3824	183	5	𝑧	𝑧	X
cana-3824	183	6	(	(	PUNCT
cana-3824	183	7	𝑜	𝑜	NOUN
cana-3824	183	8	,	,	PUNCT
cana-3824	183	9	𝑜	𝑜	X
cana-3824	183	10	+	+	NOUN
cana-3824	183	11	1	1	NUM
cana-3824	183	12	)	)	PUNCT
cana-3824	184	1	=	=	PRON
cana-3824	184	2	{	{	PUNCT
cana-3824	184	3	∑	∑	PROPN
cana-3824	184	4	 	 	SPACE
cana-3824	184	5	𝑎∈𝑈−{𝑜	𝑎∈𝑈−{𝑜	PROPN
cana-3824	184	6	}	}	PUNCT
cana-3824	184	7	 	 	SPACE
cana-3824	185	1	𝐾𝑦	𝐾𝑦	PROPN
cana-3824	185	2	𝑧(𝑜,𝑎)×(tr𝑑	𝑧(𝑜,𝑎)×(tr𝑑	PROPN
cana-3824	185	3	)	)	PUNCT
cana-3824	185	4	𝑦	𝑦	PART
cana-3824	185	5	𝑧	𝑧	X
cana-3824	185	6	(	(	PUNCT
cana-3824	185	7	𝑎,𝑜+1	𝑎,𝑜+1	PROPN
cana-3824	185	8	)	)	PUNCT
cana-3824	185	9	∑	∑	ADP
cana-3824	185	10	 	 	SPACE
cana-3824	185	11	𝑎∈𝑈−{𝑜	𝑎∈𝑈−{𝑜	PROPN
cana-3824	185	12	}	}	PUNCT
cana-3824	185	13	 	 	SPACE
cana-3824	185	14	𝐾𝑦	𝐾𝑦	PROPN
cana-3824	185	15	𝑧(𝑜,𝑎	𝑧(𝑜,𝑎	NOUN
cana-3824	185	16	)	)	PUNCT
cana-3824	185	17	0	0	NUM
cana-3824	185	18	;	;	PUNCT
cana-3824	185	19	if	if	SCONJ
cana-3824	185	20	|𝑣	|𝑣	NOUN
cana-3824	185	21	−	−	PROPN
cana-3824	185	22	{	{	PUNCT
cana-3824	185	23	𝑜}|	𝑜}|	X
cana-3824	185	24	>	>	X
cana-3824	185	25	0	0	PUNCT
cana-3824	185	26	(	(	PUNCT
cana-3824	185	27	17	17	NUM
cana-3824	185	28	)	)	PUNCT
cana-3824	185	29	𝐾𝑦	𝐾𝑦	PROPN
cana-3824	185	30	𝑧(𝑜	𝑧(𝑜	PROPN
cana-3824	185	31	,	,	PUNCT
cana-3824	185	32	𝑜	𝑜	NOUN
cana-3824	185	33	+	+	NOUN
cana-3824	185	34	1	1	NUM
cana-3824	185	35	)	)	PUNCT
cana-3824	185	36	=	=	PRON
cana-3824	185	37	{	{	PUNCT
cana-3824	185	38	1−	1−	NUM
cana-3824	185	39	ln⁡(𝐿𝑦	ln⁡(𝐿𝑦	NOUN
cana-3824	185	40	𝑧	𝑧	X
cana-3824	185	41	(	(	PUNCT
cana-3824	185	42	𝑜,𝑜+1	𝑜,𝑜+1	PROPN
cana-3824	185	43	)	)	PUNCT
cana-3824	185	44	)	)	PUNCT
cana-3824	185	45	ln⁡	ln⁡	VERB
cana-3824	185	46	𝜑	𝜑	NOUN
cana-3824	185	47	;	;	PUNCT
cana-3824	185	48	if	if	SCONJ
cana-3824	185	49	(	(	PUNCT
cana-3824	185	50	𝐿𝑦	𝐿𝑦	PROPN
cana-3824	185	51	𝑧	𝑧	PROPN
cana-3824	185	52	(	(	PUNCT
cana-3824	185	53	𝑜	𝑜	NOUN
cana-3824	185	54	,	,	PUNCT
cana-3824	185	55	𝑜	𝑜	NOUN
cana-3824	185	56	+	+	NOUN
cana-3824	185	57	1	1	NUM
cana-3824	185	58	)	)	PUNCT
cana-3824	185	59	)	)	PUNCT
cana-3824	185	60	>	>	X
cana-3824	186	1	𝜑	𝜑	PROPN
cana-3824	186	2	0	0	NUM
cana-3824	186	3	;	;	PUNCT
cana-3824	186	4	else	else	ADV
cana-3824	186	5	(	(	PUNCT
cana-3824	186	6	18	18	NUM
cana-3824	186	7	)	)	PUNCT
cana-3824	186	8	communications	communication	NOUN
cana-3824	186	9	on	on	ADP
cana-3824	186	10	applied	apply	VERB
cana-3824	186	11	nonlinear	nonlinear	ADJ
cana-3824	186	12	analysis	analysis	NOUN
cana-3824	186	13	issn	issn	NOUN
cana-3824	186	14	:	:	PUNCT
cana-3824	186	15	1074	1074	NUM
cana-3824	186	16	-	-	PUNCT
cana-3824	186	17	133x	133x	NUM
cana-3824	186	18	vol	vol	NOUN
cana-3824	186	19	32	32	NUM
cana-3824	186	20	no	no	NOUN
cana-3824	186	21	.	.	PUNCT
cana-3824	187	1	8s	8s	PROPN
cana-3824	187	2	(	(	PUNCT
cana-3824	187	3	2025	2025	NUM
cana-3824	187	4	)	)	PUNCT
cana-3824	187	5	818	818	NUM
cana-3824	187	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	188	1	𝐿𝑦	𝐿𝑦	PROPN
cana-3824	188	2	𝑧	𝑧	X
cana-3824	188	3	(	(	PUNCT
cana-3824	188	4	0,0	0,0	NOUN
cana-3824	188	5	+	+	SYM
cana-3824	188	6	1	1	NUM
cana-3824	188	7	)	)	PUNCT
cana-3824	188	8	=	=	PRON
cana-3824	188	9	{	{	PUNCT
cana-3824	188	10	𝐿𝑦−1	𝐿𝑦−1	NUM
cana-3824	188	11	𝑧	𝑧	NOUN
cana-3824	188	12	(	(	PUNCT
cana-3824	188	13	0,0	0,0	NOUN
cana-3824	188	14	+	+	SYM
cana-3824	188	15	1	1	NUM
cana-3824	188	16	)	)	PUNCT
cana-3824	188	17	+	+	NUM
cana-3824	188	18	1−𝐿𝑦−1	1−𝐿𝑦−1	NUM
cana-3824	188	19	𝑧	𝑧	X
cana-3824	188	20	(	(	PUNCT
cana-3824	188	21	0,0	0,0	NOUN
cana-3824	188	22	+	+	NOUN
cana-3824	188	23	1	1	NUM
cana-3824	188	24	)	)	PUNCT
cana-3824	188	25	𝜔	𝜔	NOUN
cana-3824	188	26	;	;	PUNCT
cana-3824	188	27	if	if	SCONJ
cana-3824	188	28	ℜ𝑦	ℜ𝑦	PROPN
cana-3824	188	29	𝑧(0,0	𝑧(0,0	NOUN
cana-3824	188	30	+	+	NOUN
cana-3824	188	31	1	1	NUM
cana-3824	188	32	)	)	PUNCT
cana-3824	188	33	<	<	X
cana-3824	188	34	𝑙	𝑙	DET
cana-3824	188	35	𝐿𝑦−1	𝐿𝑦−1	PROPN
cana-3824	188	36	𝑧	𝑧	NOUN
cana-3824	188	37	(	(	PUNCT
cana-3824	188	38	0,0	0,0	NOUN
cana-3824	188	39	+	+	SYM
cana-3824	188	40	1	1	NUM
cana-3824	188	41	)	)	PUNCT
cana-3824	188	42	−	−	PROPN
cana-3824	188	43	1−𝐿𝑦−1	1−𝐿𝑦−1	NUM
cana-3824	188	44	𝑧	𝑧	X
cana-3824	188	45	(	(	PUNCT
cana-3824	188	46	0,0	0,0	NOUN
cana-3824	188	47	+	+	NOUN
cana-3824	188	48	1	1	NUM
cana-3824	188	49	)	)	PUNCT
cana-3824	188	50	𝛿	𝛿	NOUN
cana-3824	188	51	;	;	PUNCT
cana-3824	188	52	else	else	ADV
cana-3824	188	53	(	(	PUNCT
cana-3824	188	54	19	19	NUM
cana-3824	188	55	)	)	PUNCT
cana-3824	188	56	rssi	rssi	NOUN
cana-3824	188	57	according	accord	VERB
cana-3824	188	58	to	to	ADP
cana-3824	188	59	fris	fris	ADV
cana-3824	188	60	,	,	PUNCT
cana-3824	188	61	rssi	rssi	NOUN
cana-3824	188	62	becomes	become	VERB
cana-3824	188	63	distorted	distort	VERB
cana-3824	188	64	when	when	SCONJ
cana-3824	188	65	the	the	DET
cana-3824	188	66	inverse	inverse	NOUN
cana-3824	188	67	square	square	NOUN
cana-3824	188	68	of	of	ADP
cana-3824	188	69	the	the	DET
cana-3824	188	70	separation	separation	NOUN
cana-3824	188	71	between	between	ADP
cana-3824	188	72	the	the	DET
cana-3824	188	73	sender	sender	NOUN
cana-3824	188	74	and	and	CCONJ
cana-3824	188	75	the	the	DET
cana-3824	188	76	recipient	recipient	NOUN
cana-3824	188	77	.	.	PUNCT
cana-3824	189	1	equation	equation	NOUN
cana-3824	189	2	(	(	PUNCT
cana-3824	189	3	20	20	NUM
cana-3824	189	4	)	)	PUNCT
cana-3824	189	5	can	can	AUX
cana-3824	189	6	be	be	AUX
cana-3824	189	7	used	use	VERB
cana-3824	189	8	to	to	PART
cana-3824	189	9	model	model	VERB
cana-3824	189	10	it	it	PRON
cana-3824	189	11	,	,	PUNCT
cana-3824	189	12	and	and	CCONJ
cana-3824	189	13	equation	equation	NOUN
cana-3824	189	14	(	(	PUNCT
cana-3824	189	15	21	21	NUM
cana-3824	189	16	)	)	PUNCT
cana-3824	189	17	can	can	AUX
cana-3824	189	18	be	be	AUX
cana-3824	189	19	used	use	VERB
cana-3824	189	20	to	to	PART
cana-3824	189	21	compute	compute	VERB
cana-3824	189	22	b	b	PROPN
cana-3824	189	23	,	,	PUNCT
cana-3824	189	24	which	which	PRON
cana-3824	189	25	stands	stand	VERB
cana-3824	189	26	for	for	ADP
cana-3824	189	27	distance	distance	NOUN
cana-3824	189	28	.	.	PUNCT
cana-3824	190	1	an	an	DET
cana-3824	190	2	effective	effective	ADJ
cana-3824	190	3	system	system	NOUN
cana-3824	190	4	requires	require	VERB
cana-3824	190	5	a	a	DET
cana-3824	190	6	high	high	ADJ
cana-3824	190	7	rssi	rssi	NOUN
cana-3824	190	8	.	.	PUNCT
cana-3824	191	1	rssi	rssi	NOUN
cana-3824	191	2	=	=	X
cana-3824	191	3	−36	−36	PROPN
cana-3824	191	4	×	×	PROPN
cana-3824	191	5	log⁡(b	log⁡(b	PROPN
cana-3824	191	6	)	)	PUNCT
cana-3824	191	7	−	−	PROPN
cana-3824	191	8	55	55	NUM
cana-3824	191	9	(	(	PUNCT
cana-3824	191	10	20	20	NUM
cana-3824	191	11	)	)	PUNCT
cana-3824	191	12	b	b	NOUN
cana-3824	191	13	=	=	SYM
cana-3824	191	14	10	10	NUM
cana-3824	191	15	(	(	PUNCT
cana-3824	191	16	rssi+55)/−36⁡⁡⁡⁡⁡(21	rssi+55)/−36⁡⁡⁡⁡⁡(21	NOUN
cana-3824	191	17	)	)	PUNCT
cana-3824	191	18	objectives	objective	VERB
cana-3824	191	19	equation	equation	NOUN
cana-3824	191	20	(	(	PUNCT
cana-3824	191	21	22	22	NUM
cana-3824	191	22	)	)	PUNCT
cana-3824	191	23	illustrates	illustrate	VERB
cana-3824	191	24	the	the	DET
cana-3824	191	25	goal	goal	NOUN
cana-3824	191	26	of	of	ADP
cana-3824	191	27	the	the	DET
cana-3824	191	28	method	method	NOUN
cana-3824	191	29	based	base	VERB
cana-3824	191	30	on	on	ADP
cana-3824	191	31	bea	bea	PROPN
cana-3824	191	32	-	-	PUNCT
cana-3824	191	33	ssa	ssa	NOUN
cana-3824	191	34	for	for	ADP
cana-3824	191	35	choosing	choose	VERB
cana-3824	191	36	the	the	DET
cana-3824	191	37	best	good	ADJ
cana-3824	191	38	ch	ch	NOUN
cana-3824	191	39	,	,	PUNCT
cana-3824	191	40	where	where	SCONJ
cana-3824	191	41	𝑑𝑖	𝑑𝑖	PROPN
cana-3824	191	42	is	be	AUX
cana-3824	191	43	the	the	DET
cana-3824	191	44	distance	distance	NOUN
cana-3824	191	45	,	,	PUNCT
cana-3824	191	46	𝐸𝑝	𝐸𝑝	NOUN
cana-3824	191	47	is	be	AUX
cana-3824	191	48	the	the	DET
cana-3824	191	49	energy	energy	NOUN
cana-3824	191	50	,	,	PUNCT
cana-3824	191	51	𝑆𝑒	𝑆𝑒	PROPN
cana-3824	191	52	is	be	AUX
cana-3824	191	53	the	the	DET
cana-3824	191	54	security	security	NOUN
cana-3824	191	55	,	,	PUNCT
cana-3824	191	56	𝐷𝑒	𝐷𝑒	PROPN
cana-3824	191	57	is	be	AUX
cana-3824	191	58	the	the	DET
cana-3824	191	59	delay	delay	NOUN
cana-3824	191	60	,	,	PUNCT
cana-3824	191	61	tr	tr	VERB
cana-3824	191	62	is	be	AUX
cana-3824	191	63	the	the	DET
cana-3824	191	64	trust	trust	NOUN
cana-3824	191	65	,	,	PUNCT
cana-3824	191	66	and	and	CCONJ
cana-3824	191	67	the	the	DET
cana-3824	191	68	term	term	NOUN
cana-3824	191	69	"	"	PUNCT
cana-3824	191	70	received	receive	VERB
cana-3824	191	71	signal	signal	NOUN
cana-3824	191	72	strength	strength	NOUN
cana-3824	191	73	indicator	indicator	NOUN
cana-3824	191	74	"	"	PUNCT
cana-3824	191	75	refers	refer	VERB
cana-3824	191	76	to	to	ADP
cana-3824	191	77	rssi	rssi	NOUN
cana-3824	191	78	.	.	PUNCT
cana-3824	192	1	below	below	ADV
cana-3824	192	2	is	be	AUX
cana-3824	192	3	a	a	DET
cana-3824	192	4	representation	representation	NOUN
cana-3824	192	5	of	of	ADP
cana-3824	192	6	the	the	DET
cana-3824	192	7	goal	goal	NOUN
cana-3824	192	8	function	function	NOUN
cana-3824	192	9	.	.	PUNCT
cana-3824	193	1	the	the	DET
cana-3824	193	2	goal	goal	NOUN
cana-3824	193	3	is	be	AUX
cana-3824	193	4	to	to	PART
cana-3824	193	5	minimise	minimise	VERB
cana-3824	193	6	the	the	DET
cana-3824	193	7	parameters	parameter	NOUN
cana-3824	193	8	of	of	ADP
cana-3824	193	9	distance	distance	NOUN
cana-3824	193	10	,	,	PUNCT
cana-3824	193	11	security	security	NOUN
cana-3824	193	12	,	,	PUNCT
cana-3824	193	13	and	and	CCONJ
cana-3824	193	14	delay	delay	VERB
cana-3824	193	15	while	while	SCONJ
cana-3824	193	16	maximising	maximise	VERB
cana-3824	193	17	the	the	DET
cana-3824	193	18	rssi	rssi	NOUN
cana-3824	193	19	,	,	PUNCT
cana-3824	193	20	energy	energy	NOUN
cana-3824	193	21	,	,	PUNCT
cana-3824	193	22	and	and	CCONJ
cana-3824	193	23	trust	trust	NOUN
cana-3824	193	24	parameters	parameter	NOUN
cana-3824	193	25	.	.	PUNCT
cana-3824	194	1	in	in	ADP
cana-3824	194	2	this	this	DET
cana-3824	194	3	case	case	NOUN
cana-3824	194	4	,	,	PUNCT
cana-3824	194	5	security	security	NOUN
cana-3824	194	6	analysis	analysis	NOUN
cana-3824	194	7	considers	consider	VERB
cana-3824	194	8	the	the	DET
cana-3824	194	9	risk	risk	NOUN
cana-3824	194	10	factor	factor	NOUN
cana-3824	194	11	.	.	PUNCT
cana-3824	195	1	so	so	ADV
cana-3824	195	2	,	,	PUNCT
cana-3824	195	3	the	the	DET
cana-3824	195	4	lowest	low	ADJ
cana-3824	195	5	possible	possible	ADJ
cana-3824	195	6	risk	risk	NOUN
cana-3824	195	7	factor	factor	NOUN
cana-3824	195	8	is	be	AUX
cana-3824	195	9	necessary	necessary	ADJ
cana-3824	195	10	.	.	PUNCT
cana-3824	196	1	𝑂𝑏𝑗	𝑂𝑏𝑗	PROPN
cana-3824	196	2	=	=	SYM
cana-3824	196	3	min	min	NOUN
cana-3824	196	4	[	[	PUNCT
cana-3824	196	5	(	(	PUNCT
cana-3824	196	6	𝑤𝑒1	𝑤𝑒1	PROPN
cana-3824	196	7	×	×	NOUN
cana-3824	196	8	𝑑𝑖	𝑑𝑖	PART
cana-3824	196	9	)	)	PUNCT
cana-3824	196	10	+	+	CCONJ
cana-3824	196	11	(	(	PUNCT
cana-3824	196	12	𝑤𝑒2	𝑤𝑒2	NOUN
cana-3824	196	13	×	×	PROPN
cana-3824	196	14	(	(	PUNCT
cana-3824	196	15	1−	1−	NUM
cana-3824	196	16	𝐸	𝐸	PROPN
cana-3824	196	17	𝑝	𝑝	NOUN
cana-3824	196	18	)	)	PUNCT
cana-3824	196	19	)	)	PUNCT
cana-3824	197	1	+	+	CCONJ
cana-3824	197	2	(	(	PUNCT
cana-3824	197	3	𝑤𝑒3	𝑤𝑒3	PROPN
cana-3824	197	4	×	×	PROPN
cana-3824	197	5	(	(	PUNCT
cana-3824	197	6	𝑆𝑒	𝑆𝑒	NOUN
cana-3824	197	7	)	)	PUNCT
cana-3824	197	8	)	)	PUNCT
cana-3824	198	1	+	+	PROPN
cana-3824	198	2	(	(	PUNCT
cana-3824	198	3	𝑤𝑒4	𝑤𝑒4	ADJ
cana-3824	198	4	×	×	PROPN
cana-3824	198	5	𝐷𝑒	𝐷𝑒	PROPN
cana-3824	198	6	)	)	PUNCT
cana-3824	198	7	+	+	CCONJ
cana-3824	198	8	(	(	PUNCT
cana-3824	198	9	𝑤𝑒5	𝑤𝑒5	NOUN
cana-3824	198	10	×	×	NOUN
cana-3824	198	11	(	(	PUNCT
cana-3824	198	12	1−	1−	NUM
cana-3824	198	13	tr	tr	VERB
cana-3824	198	14	)	)	PUNCT
cana-3824	198	15	)	)	PUNCT
cana-3824	199	1	+	+	CCONJ
cana-3824	199	2	(	(	PUNCT
cana-3824	199	3	𝑤𝑒6(1−	𝑤𝑒6(1−	VERB
cana-3824	199	4	rssi	rssi	NOUN
cana-3824	199	5	)	)	PUNCT
cana-3824	199	6	)	)	PUNCT
cana-3824	199	7	]	]	PUNCT
cana-3824	200	1	(	(	PUNCT
cana-3824	200	2	22	22	NUM
cana-3824	200	3	)	)	PUNCT
cana-3824	200	4	𝑤𝑒1	𝑤𝑒1	NOUN
cana-3824	200	5	−	−	PROPN
cana-3824	200	6	𝑤𝑒6	𝑤𝑒6	NOUN
cana-3824	200	7	are	be	AUX
cana-3824	200	8	weighing	weigh	VERB
cana-3824	200	9	variables	variable	NOUN
cana-3824	200	10	that	that	PRON
cana-3824	200	11	vary	vary	VERB
cana-3824	200	12	from	from	ADP
cana-3824	200	13	0	0	NUM
cana-3824	200	14	to	to	ADP
cana-3824	200	15	1	1	NUM
cana-3824	200	16	;	;	PUNCT
cana-3824	200	17	𝑤𝑒1	𝑤𝑒1	NOUN
cana-3824	200	18	is	be	AUX
cana-3824	200	19	paired	pair	VERB
cana-3824	200	20	with	with	ADP
cana-3824	200	21	0.2	0.2	NUM
cana-3824	200	22	,	,	PUNCT
cana-3824	200	23	𝑤𝑒2	𝑤𝑒2	NOUN
cana-3824	200	24	is	be	AUX
cana-3824	200	25	paired	pair	VERB
cana-3824	200	26	with	with	ADP
cana-3824	200	27	0.3	0.3	NUM
cana-3824	200	28	,	,	PUNCT
cana-3824	200	29	𝑤𝑒3	𝑤𝑒3	PROPN
cana-3824	200	30	is	be	AUX
cana-3824	200	31	paired	pair	VERB
cana-3824	200	32	with0.1	with0.1	NOUN
cana-3824	200	33	,	,	PUNCT
cana-3824	200	34	𝑤𝑒4	𝑤𝑒4	PROPN
cana-3824	200	35	is	be	AUX
cana-3824	200	36	paired	pair	VERB
cana-3824	200	37	with	with	ADP
cana-3824	200	38	0.2	0.2	NUM
cana-3824	200	39	,	,	PUNCT
cana-3824	200	40	𝑤𝑒5	𝑤𝑒5	PROPN
cana-3824	200	41	is	be	AUX
cana-3824	200	42	paired	pair	VERB
cana-3824	200	43	with	with	ADP
cana-3824	200	44	0.1	0.1	NUM
cana-3824	200	45	,	,	PUNCT
cana-3824	200	46	and	and	CCONJ
cana-3824	200	47	𝑤𝑒5	𝑤𝑒5	PROPN
cana-3824	200	48	is	be	AUX
cana-3824	200	49	paired	pair	VERB
cana-3824	200	50	with	with	ADP
cana-3824	200	51	0.1	0.1	NUM
cana-3824	200	52	.	.	PUNCT
cana-3824	201	1	clustering	cluster	VERB
cana-3824	201	2	using	use	VERB
cana-3824	201	3	kgmo	kgmo	NOUN
cana-3824	201	4	based	base	VERB
cana-3824	201	5	mrsa	mrsa	NOUN
cana-3824	201	6	the	the	DET
cana-3824	201	7	initial	initial	ADJ
cana-3824	201	8	use	use	NOUN
cana-3824	201	9	of	of	ADP
cana-3824	201	10	kgmo	kgmo	NOUN
cana-3824	201	11	[	[	X
cana-3824	201	12	21	21	NUM
cana-3824	201	13	]	]	PUNCT
cana-3824	201	14	in	in	ADP
cana-3824	201	15	this	this	DET
cana-3824	201	16	paper	paper	NOUN
cana-3824	201	17	has	have	VERB
cana-3824	201	18	an	an	DET
cana-3824	201	19	inertia	inertia	NOUN
cana-3824	201	20	weight	weight	NOUN
cana-3824	201	21	disadvantage	disadvantage	NOUN
cana-3824	201	22	.	.	PUNCT
cana-3824	202	1	to	to	PART
cana-3824	202	2	solve	solve	VERB
cana-3824	202	3	this	this	DET
cana-3824	202	4	problem	problem	NOUN
cana-3824	202	5	this	this	DET
cana-3824	202	6	paper	paper	NOUN
cana-3824	202	7	uses	use	VERB
cana-3824	202	8	a	a	DET
cana-3824	202	9	mrsa	mrsa	NOUN
cana-3824	202	10	.	.	PUNCT
cana-3824	203	1	a	a	DET
cana-3824	203	2	recently	recently	ADV
cana-3824	203	3	created	create	VERB
cana-3824	203	4	optimisation	optimisation	NOUN
cana-3824	203	5	method	method	NOUN
cana-3824	203	6	that	that	PRON
cana-3824	203	7	effectively	effectively	ADV
cana-3824	203	8	addresses	address	VERB
cana-3824	203	9	a	a	DET
cana-3824	203	10	variety	variety	NOUN
cana-3824	203	11	of	of	ADP
cana-3824	203	12	optimisation	optimisation	NOUN
cana-3824	203	13	issues	issue	NOUN
cana-3824	203	14	is	be	AUX
cana-3824	203	15	called	call	VERB
cana-3824	203	16	the	the	DET
cana-3824	203	17	rsa	rsa	NOUN
cana-3824	203	18	.	.	PUNCT
cana-3824	204	1	however	however	ADV
cana-3824	204	2	,	,	PUNCT
cana-3824	204	3	the	the	DET
cana-3824	204	4	rsa	rsa	NOUN
cana-3824	204	5	has	have	VERB
cana-3824	204	6	certain	certain	ADJ
cana-3824	204	7	disadvantages	disadvantage	NOUN
cana-3824	204	8	,	,	PUNCT
cana-3824	204	9	involving	involve	VERB
cana-3824	204	10	high	high	ADJ
cana-3824	204	11	computational	computational	ADJ
cana-3824	204	12	complexity	complexity	NOUN
cana-3824	204	13	,	,	PUNCT
cana-3824	204	14	sluggish	sluggish	ADJ
cana-3824	204	15	convergence	convergence	NOUN
cana-3824	204	16	,	,	PUNCT
cana-3824	204	17	and	and	CCONJ
cana-3824	204	18	local	local	ADJ
cana-3824	204	19	minima	minima	NOUN
cana-3824	204	20	trapping	trapping	NOUN
cana-3824	204	21	,	,	PUNCT
cana-3824	204	22	when	when	SCONJ
cana-3824	204	23	attempting	attempt	VERB
cana-3824	204	24	to	to	PART
cana-3824	204	25	solve	solve	VERB
cana-3824	204	26	nonconvex	nonconvex	NOUN
cana-3824	204	27	,	,	PUNCT
cana-3824	204	28	high	high	ADJ
cana-3824	204	29	-	-	PUNCT
cana-3824	204	30	dimensional	dimensional	ADJ
cana-3824	204	31	optimisation	optimisation	NOUN
cana-3824	204	32	problems	problem	NOUN
cana-3824	204	33	.	.	PUNCT
cana-3824	205	1	as	as	ADP
cana-3824	205	2	a	a	DET
cana-3824	205	3	result	result	NOUN
cana-3824	205	4	,	,	PUNCT
cana-3824	205	5	some	some	DET
cana-3824	205	6	modifications	modification	NOUN
cana-3824	205	7	to	to	ADP
cana-3824	205	8	the	the	DET
cana-3824	205	9	original	original	ADJ
cana-3824	205	10	rsa	rsa	PROPN
cana-3824	205	11	algorithm	algorithm	NOUN
cana-3824	205	12	are	be	AUX
cana-3824	205	13	suggested	suggest	VERB
cana-3824	205	14	in	in	ADP
cana-3824	205	15	order	order	NOUN
cana-3824	205	16	to	to	PART
cana-3824	205	17	address	address	VERB
cana-3824	205	18	these	these	DET
cana-3824	205	19	problems	problem	NOUN
cana-3824	205	20	[	[	X
cana-3824	205	21	22	22	NUM
cana-3824	205	22	]	]	PUNCT
cana-3824	205	23	.	.	PUNCT
cana-3824	206	1	it	it	PRON
cana-3824	206	2	is	be	AUX
cana-3824	206	3	necessary	necessary	ADJ
cana-3824	206	4	for	for	SCONJ
cana-3824	206	5	the	the	DET
cana-3824	206	6	solution	solution	NOUN
cana-3824	206	7	candidates	candidate	NOUN
cana-3824	206	8	to	to	PART
cana-3824	206	9	look	look	VERB
cana-3824	206	10	as	as	ADV
cana-3824	206	11	far	far	ADV
cana-3824	206	12	across	across	ADP
cana-3824	206	13	the	the	DET
cana-3824	206	14	search	search	NOUN
cana-3824	206	15	space	space	NOUN
cana-3824	206	16	as	as	SCONJ
cana-3824	206	17	they	they	PRON
cana-3824	206	18	can	can	AUX
cana-3824	206	19	to	to	PART
cana-3824	206	20	avoid	avoid	VERB
cana-3824	206	21	local	local	ADJ
cana-3824	206	22	minima	minima	NOUN
cana-3824	206	23	trapping	trapping	NOUN
cana-3824	206	24	.	.	PUNCT
cana-3824	207	1	consequently	consequently	ADV
cana-3824	207	2	,	,	PUNCT
cana-3824	207	3	a	a	DET
cana-3824	207	4	sine	sine	ADJ
cana-3824	207	5	operator	operator	NOUN
cana-3824	207	6	was	be	AUX
cana-3824	207	7	added	add	VERB
cana-3824	207	8	to	to	ADP
cana-3824	207	9	the	the	DET
cana-3824	207	10	high	high	ADJ
cana-3824	207	11	walking	walking	NOUN
cana-3824	207	12	stage	stage	NOUN
cana-3824	207	13	of	of	ADP
cana-3824	207	14	the	the	DET
cana-3824	207	15	rsa	rsa	PROPN
cana-3824	207	16	algorithm	algorithm	NOUN
cana-3824	207	17	to	to	PART
cana-3824	207	18	improve	improve	VERB
cana-3824	207	19	exploration	exploration	NOUN
cana-3824	207	20	.	.	PUNCT
cana-3824	208	1	the	the	DET
cana-3824	208	2	sine	sine	ADJ
cana-3824	208	3	cosine	cosine	NOUN
cana-3824	208	4	algorithm	algorithm	PROPN
cana-3824	208	5	's	's	PART
cana-3824	208	6	dynamic	dynamic	ADJ
cana-3824	208	7	exploration	exploration	NOUN
cana-3824	208	8	mechanism	mechanism	NOUN
cana-3824	208	9	(	(	PUNCT
cana-3824	208	10	sca	sca	NOUN
cana-3824	208	11	)	)	PUNCT
cana-3824	208	12	served	serve	VERB
cana-3824	208	13	as	as	ADP
cana-3824	208	14	the	the	DET
cana-3824	208	15	inspiration	inspiration	NOUN
cana-3824	208	16	for	for	ADP
cana-3824	208	17	this	this	DET
cana-3824	208	18	modification	modification	NOUN
cana-3824	208	19	.	.	PUNCT
cana-3824	209	1	one	one	PRON
cana-3824	209	2	can	can	AUX
cana-3824	209	3	perform	perform	VERB
cana-3824	209	4	global	global	ADJ
cana-3824	209	5	exploration	exploration	NOUN
cana-3824	209	6	with	with	ADP
cana-3824	209	7	the	the	DET
cana-3824	209	8	help	help	NOUN
cana-3824	209	9	of	of	ADP
cana-3824	209	10	the	the	DET
cana-3824	209	11	sine	sine	ADJ
cana-3824	209	12	operator	operator	NOUN
cana-3824	209	13	.	.	PUNCT
cana-3824	210	1	therefore	therefore	ADV
cana-3824	210	2	,	,	PUNCT
cana-3824	210	3	by	by	ADP
cana-3824	210	4	performing	perform	VERB
cana-3824	210	5	a	a	DET
cana-3824	210	6	thorough	thorough	ADJ
cana-3824	210	7	search	search	NOUN
cana-3824	210	8	of	of	ADP
cana-3824	210	9	the	the	DET
cana-3824	210	10	solution	solution	NOUN
cana-3824	210	11	space	space	NOUN
cana-3824	210	12	,	,	PUNCT
cana-3824	210	13	one	one	NUM
cana-3824	210	14	way	way	NOUN
cana-3824	210	15	to	to	PART
cana-3824	210	16	avoid	avoid	VERB
cana-3824	210	17	local	local	ADJ
cana-3824	210	18	minima	minima	NOUN
cana-3824	210	19	trapping	trapping	NOUN
cana-3824	210	20	in	in	ADP
cana-3824	210	21	the	the	DET
cana-3824	210	22	irsa	irsa	NOUN
cana-3824	210	23	is	be	AUX
cana-3824	210	24	to	to	PART
cana-3824	210	25	include	include	VERB
cana-3824	210	26	a	a	DET
cana-3824	210	27	sine	sine	ADJ
cana-3824	210	28	operator	operator	NOUN
cana-3824	210	29	.	.	PUNCT
cana-3824	211	1	using	use	VERB
cana-3824	211	2	the	the	DET
cana-3824	211	3	sine	sine	ADJ
cana-3824	211	4	operator	operator	NOUN
cana-3824	211	5	,	,	PUNCT
cana-3824	211	6	the	the	DET
cana-3824	211	7	mrsa	mrsa	NOUN
cana-3824	211	8	equation	equation	NOUN
cana-3824	211	9	was	be	AUX
cana-3824	211	10	changed	change	VERB
cana-3824	211	11	to	to	ADP
cana-3824	211	12	the	the	DET
cana-3824	211	13	following	follow	VERB
cana-3824	211	14	one	one	NUM
cana-3824	211	15	.	.	PUNCT
cana-3824	212	1	𝑥𝑗𝑘(𝜏	𝑥𝑗𝑘(𝜏	PRON
cana-3824	212	2	+	+	NOUN
cana-3824	212	3	1	1	X
cana-3824	212	4	)	)	PUNCT
cana-3824	212	5	=	=	PUNCT
cana-3824	212	6	best𝑘⁡(𝜏	best𝑘⁡(𝜏	X
cana-3824	212	7	)	)	PUNCT
cana-3824	212	8	+	+	CCONJ
cana-3824	212	9	(	(	PUNCT
cana-3824	212	10	𝑟1	𝑟1	NOUN
cana-3824	212	11	×	×	NOUN
cana-3824	212	12	sin⁡	sin⁡	PROPN
cana-3824	212	13	(	(	PUNCT
cana-3824	212	14	rand	rand	NOUN
cana-3824	212	15	)	)	PUNCT
cana-3824	212	16	×	×	PROPN
cana-3824	212	17	|𝑟2	|𝑟2	NOUN
cana-3824	212	18	×	×	PROPN
cana-3824	212	19	best𝑘⁡(𝜏	best𝑘⁡(𝜏	ADP
cana-3824	212	20	)	)	PUNCT
cana-3824	212	21	−	−	ADP
cana-3824	212	22	𝑥𝑗𝑘|	𝑥𝑗𝑘|	NOUN
cana-3824	212	23	,	,	PUNCT
cana-3824	212	24	⁡	⁡	PUNCT
cana-3824	212	25	for	for	ADP
cana-3824	212	26	⁡𝜏	⁡𝜏	X
cana-3824	212	27	≤	≤	NUM
cana-3824	212	28	𝑇	𝑇	PROPN
cana-3824	212	29	3	3	NUM
cana-3824	212	30	(	(	PUNCT
cana-3824	212	31	23	23	NUM
cana-3824	212	32	)	)	PUNCT
cana-3824	212	33	where	where	SCONJ
cana-3824	212	34	𝑟1	𝑟1	NOUN
cana-3824	212	35	,	,	PUNCT
cana-3824	212	36	𝑟2	𝑟2	NOUN
cana-3824	212	37	,	,	PUNCT
cana-3824	212	38	and	and	CCONJ
cana-3824	212	39	randomly	randomly	ADV
cana-3824	212	40	selected	select	VERB
cana-3824	212	41	numbers	number	NOUN
cana-3824	212	42	are	be	AUX
cana-3824	212	43	known	know	VERB
cana-3824	212	44	as	as	ADP
cana-3824	212	45	rand	rand	NOUN
cana-3824	212	46	0	0	NUM
cana-3824	212	47	and	and	CCONJ
cana-3824	212	48	1	1	NUM
cana-3824	212	49	.	.	X
cana-3824	213	1	𝑥𝑗𝑘	𝑥𝑗𝑘	NOUN
cana-3824	213	2	is	be	AUX
cana-3824	213	3	the	the	DET
cana-3824	213	4	situation	situation	NOUN
cana-3824	213	5	as	as	SCONJ
cana-3824	213	6	it	it	PRON
cana-3824	213	7	stands	stand	VERB
cana-3824	213	8	now	now	ADV
cana-3824	213	9	,	,	PUNCT
cana-3824	213	10	and	and	CCONJ
cana-3824	213	11	best	good	ADJ
cana-3824	213	12	⁡𝑘	⁡𝑘	NOUN
cana-3824	213	13	is	be	AUX
cana-3824	213	14	the	the	DET
cana-3824	213	15	ideal	ideal	ADJ
cana-3824	213	16	remedy	remedy	NOUN
cana-3824	213	17	.	.	PUNCT
cana-3824	214	1	the	the	DET
cana-3824	214	2	levy	levy	NOUN
cana-3824	214	3	distribution	distribution	NOUN
cana-3824	214	4	function	function	NOUN
cana-3824	214	5	is	be	AUX
cana-3824	214	6	followed	follow	VERB
cana-3824	214	7	by	by	ADP
cana-3824	214	8	a	a	DET
cana-3824	214	9	random	random	ADJ
cana-3824	214	10	process	process	NOUN
cana-3824	214	11	known	know	VERB
cana-3824	214	12	as	as	ADP
cana-3824	214	13	the	the	DET
cana-3824	214	14	levy	levy	NOUN
cana-3824	214	15	flight	flight	NOUN
cana-3824	214	16	.	.	PUNCT
cana-3824	215	1	levy	levy	NOUN
cana-3824	215	2	=	=	PUNCT
cana-3824	215	3	0.01	0.01	NUM
cana-3824	215	4	×	×	NOUN
cana-3824	215	5	𝑢	𝑢	NOUN
cana-3824	215	6	𝑣	𝑣	PROPN
cana-3824	215	7	1	1	NUM
cana-3824	215	8	𝜁	𝜁	PROPN
cana-3824	215	9	(	(	PUNCT
cana-3824	215	10	24	24	NUM
cana-3824	215	11	)	)	PUNCT
cana-3824	215	12	communications	communication	NOUN
cana-3824	215	13	on	on	ADP
cana-3824	215	14	applied	apply	VERB
cana-3824	215	15	nonlinear	nonlinear	ADJ
cana-3824	215	16	analysis	analysis	NOUN
cana-3824	215	17	issn	issn	NOUN
cana-3824	215	18	:	:	PUNCT
cana-3824	215	19	1074	1074	NUM
cana-3824	215	20	-	-	PUNCT
cana-3824	215	21	133x	133x	NUM
cana-3824	215	22	vol	vol	NOUN
cana-3824	215	23	32	32	NUM
cana-3824	215	24	no	no	NOUN
cana-3824	215	25	.	.	PUNCT
cana-3824	216	1	8s	8s	PROPN
cana-3824	216	2	(	(	PUNCT
cana-3824	216	3	2025	2025	NUM
cana-3824	216	4	)	)	PUNCT
cana-3824	216	5	819	819	NUM
cana-3824	216	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	216	7	where	where	SCONJ
cana-3824	216	8	𝑢	𝑢	NOUN
cana-3824	216	9	and	and	CCONJ
cana-3824	216	10	𝑣	𝑣	PART
cana-3824	216	11	obey	obey	VERB
cana-3824	216	12	normal	normal	ADJ
cana-3824	216	13	distribution	distribution	NOUN
cana-3824	216	14	.	.	PUNCT
cana-3824	217	1	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑢	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑢	VERB
cana-3824	217	2	∼	∼	NOUN
cana-3824	217	3	(	(	PUNCT
cana-3824	217	4	0	0	NUM
cana-3824	217	5	,	,	PUNCT
cana-3824	217	6	𝜎𝑢	𝜎𝑢	NOUN
cana-3824	217	7	2	2	NUM
cana-3824	217	8	)	)	PUNCT
cana-3824	217	9	,	,	PUNCT
cana-3824	217	10	𝑣	𝑣	ADP
cana-3824	217	11	∼	∼	X
cana-3824	217	12	(	(	PUNCT
cana-3824	217	13	0	0	NUM
cana-3824	217	14	,	,	PUNCT
cana-3824	217	15	𝜎𝑣	𝜎𝑣	ADP
cana-3824	217	16	2)⁡⁡⁡⁡⁡(25	2)⁡⁡⁡⁡⁡(25	NOUN
cana-3824	217	17	)	)	PUNCT
cana-3824	217	18	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝜎𝑢	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝜎𝑢	PROPN
cana-3824	218	1	=	=	PRON
cana-3824	218	2	(	(	PUNCT
cana-3824	218	3	𝛿(1	𝛿(1	PROPN
cana-3824	218	4	+	+	CCONJ
cana-3824	218	5	𝜁)sin⁡	𝜁)sin⁡	NOUN
cana-3824	218	6	𝜋𝜁	𝜋𝜁	PROPN
cana-3824	218	7	2	2	NUM
cana-3824	218	8	𝛿	𝛿	NOUN
cana-3824	218	9	[	[	PUNCT
cana-3824	218	10	1	1	NUM
cana-3824	218	11	+	+	NUM
cana-3824	218	12	𝜁	𝜁	PROPN
cana-3824	218	13	2	2	NUM
cana-3824	218	14	]	]	PUNCT
cana-3824	218	15	𝜁	𝜁	PROPN
cana-3824	218	16	∗	∗	NOUN
cana-3824	218	17	2	2	NUM
cana-3824	218	18	𝜁−	𝜁−	PROPN
cana-3824	218	19	1	1	NUM
cana-3824	218	20	2	2	NUM
cana-3824	218	21	)	)	PUNCT
cana-3824	218	22	1/𝜁	1/𝜁	NUM
cana-3824	218	23	⁡⁡⁡(26	⁡⁡⁡(26	NOUN
cana-3824	218	24	)	)	PUNCT
cana-3824	218	25	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝜎𝑣	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝜎𝑣	PUNCT
cana-3824	219	1	=	=	SYM
cana-3824	219	2	1⁡⁡⁡⁡(27	1⁡⁡⁡⁡(27	NUM
cana-3824	219	3	)	)	PUNCT
cana-3824	219	4	where	where	SCONJ
cana-3824	219	5	𝛿	𝛿	NOUN
cana-3824	219	6	is	be	AUX
cana-3824	219	7	a	a	DET
cana-3824	219	8	typical	typical	ADJ
cana-3824	219	9	gamma	gamma	NOUN
cana-3824	219	10	function	function	NOUN
cana-3824	219	11	.	.	PUNCT
cana-3824	220	1	𝜁	𝜁	PROPN
cana-3824	220	2	is	be	AUX
cana-3824	220	3	a	a	DET
cana-3824	220	4	crucial	crucial	ADJ
cana-3824	220	5	factor	factor	NOUN
cana-3824	220	6	that	that	PRON
cana-3824	220	7	establishes	establish	VERB
cana-3824	220	8	the	the	DET
cana-3824	220	9	jump	jump	NOUN
cana-3824	220	10	size	size	NOUN
cana-3824	220	11	in	in	ADP
cana-3824	220	12	the	the	DET
cana-3824	220	13	levy	levy	NOUN
cana-3824	220	14	fight	fight	NOUN
cana-3824	220	15	.	.	PUNCT
cana-3824	221	1	the	the	DET
cana-3824	221	2	reduced	reduce	VERB
cana-3824	221	3	amount	amount	NOUN
cana-3824	221	4	of	of	ADP
cana-3824	221	5	𝜁	𝜁	PROPN
cana-3824	221	6	leads	lead	VERB
cana-3824	221	7	to	to	ADP
cana-3824	221	8	sporadic	sporadic	ADJ
cana-3824	221	9	,	,	PUNCT
cana-3824	221	10	tiny	tiny	ADJ
cana-3824	221	11	steps	step	NOUN
cana-3824	221	12	.	.	PUNCT
cana-3824	222	1	this	this	PRON
cana-3824	222	2	enhances	enhance	VERB
cana-3824	222	3	exploitation	exploitation	NOUN
cana-3824	222	4	capabilities	capability	NOUN
cana-3824	222	5	by	by	ADP
cana-3824	222	6	allowing	allow	VERB
cana-3824	222	7	the	the	DET
cana-3824	222	8	region	region	NOUN
cana-3824	222	9	nearest	nearest	ADP
cana-3824	222	10	the	the	DET
cana-3824	222	11	obtained	obtain	VERB
cana-3824	222	12	solution	solution	NOUN
cana-3824	222	13	should	should	AUX
cana-3824	222	14	be	be	AUX
cana-3824	222	15	searched	search	VERB
cana-3824	222	16	by	by	ADP
cana-3824	222	17	the	the	DET
cana-3824	222	18	solution	solution	NOUN
cana-3824	222	19	candidates	candidate	NOUN
cana-3824	222	20	.	.	PUNCT
cana-3824	223	1	the	the	DET
cana-3824	223	2	enhanced	enhanced	ADJ
cana-3824	223	3	utilisation	utilisation	NOUN
cana-3824	223	4	ensures	ensure	VERB
cana-3824	223	5	worldwide	worldwide	ADJ
cana-3824	223	6	convergence	convergence	NOUN
cana-3824	223	7	.	.	PUNCT
cana-3824	224	1	in	in	ADP
cana-3824	224	2	the	the	DET
cana-3824	224	3	last	last	ADJ
cana-3824	224	4	stages	stage	NOUN
cana-3824	224	5	of	of	ADP
cana-3824	224	6	mrsa	mrsa	NOUN
cana-3824	224	7	,	,	PUNCT
cana-3824	224	8	the	the	DET
cana-3824	224	9	position	position	NOUN
cana-3824	224	10	is	be	AUX
cana-3824	224	11	updated	update	VERB
cana-3824	224	12	using	use	VERB
cana-3824	224	13	the	the	DET
cana-3824	224	14	levy	levy	NOUN
cana-3824	224	15	operator	operator	NOUN
cana-3824	224	16	𝑥𝑗𝑘(𝜏	𝑥𝑗𝑘(𝜏	PROPN
cana-3824	224	17	+	+	CCONJ
cana-3824	224	18	1	1	X
cana-3824	224	19	)	)	PUNCT
cana-3824	224	20	=	=	PUNCT
cana-3824	224	21	best𝑘⁡(𝜏	best𝑘⁡(𝜏	X
cana-3824	224	22	)	)	PUNCT
cana-3824	225	1	+	+	NUM
cana-3824	225	2	randn	randn	ADJ
cana-3824	225	3	×	×	NOUN
cana-3824	225	4	levy	levy	NOUN
cana-3824	225	5	⊕	⊕	PROPN
cana-3824	225	6	(	(	PUNCT
cana-3824	225	7	𝑥𝑗𝑘	𝑥𝑗𝑘	PROPN
cana-3824	225	8	−	−	PROPN
cana-3824	225	9	best𝑘⁡(𝜏	best𝑘⁡(𝜏	PROPN
cana-3824	225	10	)	)	PUNCT
cana-3824	225	11	)	)	PUNCT
cana-3824	225	12	,	,	PUNCT
cana-3824	225	13	for	for	ADP
cana-3824	225	14	𝜏	𝜏	PROPN
cana-3824	225	15	≤	≤	NUM
cana-3824	225	16	𝑇	𝑇	PROPN
cana-3824	225	17	and	and	CCONJ
cana-3824	225	18	𝜏	𝜏	ADJ
cana-3824	225	19	>	>	SYM
cana-3824	225	20	3	3	NUM
cana-3824	225	21	𝑇	𝑇	PROPN
cana-3824	225	22	4	4	NUM
cana-3824	225	23	(	(	PUNCT
cana-3824	225	24	28	28	NUM
cana-3824	225	25	)	)	PUNCT
cana-3824	225	26	where	where	SCONJ
cana-3824	225	27	⊕	⊕	PROPN
cana-3824	225	28	indicates	indicate	VERB
cana-3824	225	29	multiplication	multiplication	NOUN
cana-3824	225	30	by	by	ADP
cana-3824	225	31	entry	entry	NOUN
cana-3824	225	32	,	,	PUNCT
cana-3824	225	33	and	and	CCONJ
cana-3824	225	34	rand	rand	NOUN
cana-3824	225	35	𝑛	𝑛	PRON
cana-3824	225	36	is	be	AUX
cana-3824	225	37	a	a	DET
cana-3824	225	38	random	random	ADJ
cana-3824	225	39	number	number	NOUN
cana-3824	225	40	with	with	ADP
cana-3824	225	41	a	a	DET
cana-3824	225	42	uniform	uniform	ADJ
cana-3824	225	43	distribution	distribution	NOUN
cana-3824	225	44	.	.	PUNCT
cana-3824	226	1	the	the	DET
cana-3824	226	2	algorithm	algorithm	NOUN
cana-3824	226	3	's	's	PART
cana-3824	226	4	complexity	complexity	NOUN
cana-3824	226	5	is	be	AUX
cana-3824	226	6	significantly	significantly	ADV
cana-3824	226	7	reduced	reduce	VERB
cana-3824	226	8	by	by	ADP
cana-3824	226	9	these	these	DET
cana-3824	226	10	improvisations	improvisation	NOUN
cana-3824	226	11	.	.	PUNCT
cana-3824	227	1	nevertheless	nevertheless	ADV
cana-3824	227	2	,	,	PUNCT
cana-3824	227	3	we	we	PRON
cana-3824	227	4	are	be	AUX
cana-3824	227	5	able	able	ADJ
cana-3824	227	6	to	to	PART
cana-3824	227	7	remove	remove	VERB
cana-3824	227	8	these	these	DET
cana-3824	227	9	equations	equation	NOUN
cana-3824	227	10	from	from	ADP
cana-3824	227	11	the	the	DET
cana-3824	227	12	algorithm	algorithm	NOUN
cana-3824	227	13	by	by	ADP
cana-3824	227	14	making	make	VERB
cana-3824	227	15	the	the	DET
cana-3824	227	16	aforementioned	aforementioned	ADJ
cana-3824	227	17	modifications	modification	NOUN
cana-3824	227	18	.	.	PUNCT
cana-3824	228	1	this	this	PRON
cana-3824	228	2	implies	imply	VERB
cana-3824	228	3	that	that	SCONJ
cana-3824	228	4	the	the	DET
cana-3824	228	5	time	time	NOUN
cana-3824	228	6	complexity	complexity	NOUN
cana-3824	228	7	of	of	ADP
cana-3824	228	8	the	the	DET
cana-3824	228	9	suggested	suggest	VERB
cana-3824	228	10	mrsa	mrsa	NOUN
cana-3824	228	11	algorithms	algorithm	NOUN
cana-3824	228	12	is	be	AUX
cana-3824	228	13	reduced	reduce	VERB
cana-3824	228	14	by	by	ADP
cana-3824	228	15	nearly	nearly	ADV
cana-3824	228	16	three	three	NUM
cana-3824	228	17	to	to	PART
cana-3824	228	18	four	four	NUM
cana-3824	228	19	times	time	NOUN
cana-3824	228	20	since	since	SCONJ
cana-3824	228	21	they	they	PRON
cana-3824	228	22	are	be	AUX
cana-3824	228	23	not	not	PART
cana-3824	228	24	required	require	VERB
cana-3824	228	25	to	to	PART
cana-3824	228	26	calculate	calculate	VERB
cana-3824	228	27	these	these	DET
cana-3824	228	28	equations	equation	NOUN
cana-3824	228	29	.	.	PUNCT
cana-3824	229	1	the	the	DET
cana-3824	229	2	suggested	suggest	VERB
cana-3824	229	3	technique	technique	NOUN
cana-3824	229	4	shows	show	VERB
cana-3824	229	5	improvements	improvement	NOUN
cana-3824	229	6	in	in	ADP
cana-3824	229	7	global	global	ADJ
cana-3824	229	8	exploration	exploration	NOUN
cana-3824	229	9	,	,	PUNCT
cana-3824	229	10	speed	speed	NOUN
cana-3824	229	11	,	,	PUNCT
cana-3824	229	12	low	low	ADJ
cana-3824	229	13	time	time	NOUN
cana-3824	229	14	high	high	ADJ
cana-3824	229	15	efficiency	efficiency	NOUN
cana-3824	229	16	,	,	PUNCT
cana-3824	229	17	and	and	CCONJ
cana-3824	229	18	high	high	ADJ
cana-3824	229	19	efficiency	efficiency	NOUN
cana-3824	229	20	.	.	PUNCT
cana-3824	230	1	when	when	SCONJ
cana-3824	230	2	combined	combine	VERB
cana-3824	230	3	,	,	PUNCT
cana-3824	230	4	the	the	DET
cana-3824	230	5	mrsa	mrsa	NOUN
cana-3824	230	6	's	's	PART
cana-3824	230	7	pseudocode	pseudocode	NOUN
cana-3824	230	8	is	be	AUX
cana-3824	230	9	displayed	display	VERB
cana-3824	230	10	in	in	ADP
cana-3824	230	11	algorithm	algorithm	NOUN
cana-3824	230	12	1	1	NUM
cana-3824	230	13	.	.	PUNCT
cana-3824	230	14	algorithm	algorithm	PROPN
cana-3824	230	15	1	1	NUM
cana-3824	230	16	pseudocode	pseudocode	NOUN
cana-3824	230	17	of	of	ADP
cana-3824	230	18	mrsa	mrsa	NOUN
cana-3824	230	19	initialize	initialize	VERB
cana-3824	230	20	random	random	ADJ
cana-3824	230	21	population	population	NOUN
cana-3824	230	22	x	x	PUNCT
cana-3824	230	23	initialize	initialize	VERB
cana-3824	230	24	iteration	iteration	NOUN
cana-3824	230	25	counter	counter	NOUN
cana-3824	230	26	τ=0	τ=0	PROPN
cana-3824	230	27	,	,	PUNCT
cana-3824	230	28	extreme	extreme	ADJ
cana-3824	230	29	iteration	iteration	PROPN
cana-3824	230	30	t	t	PROPN
cana-3824	230	31	,	,	PUNCT
cana-3824	230	32	alpha	alpha	NOUN
cana-3824	230	33	,	,	PUNCT
cana-3824	230	34	beta	beta	ADJ
cana-3824	230	35	while	while	SCONJ
cana-3824	230	36	τ	τ	PROPN
cana-3824	230	37	<	<	X
cana-3824	230	38	t	t	X
cana-3824	230	39	evaluate	evaluate	VERB
cana-3824	230	40	fitness	fitness	NOUN
cana-3824	230	41	of	of	ADP
cana-3824	230	42	potential	potential	ADJ
cana-3824	230	43	candidates	candidate	NOUN
cana-3824	230	44	determines	determine	VERB
cana-3824	230	45	the	the	DET
cana-3824	230	46	best	good	ADJ
cana-3824	230	47	solution	solution	NOUN
cana-3824	230	48	update	update	NOUN
cana-3824	230	49	es	es	NOUN
cana-3824	230	50	,	,	PUNCT
cana-3824	230	51	p(j	p(j	PROPN
cana-3824	230	52	,	,	PUNCT
cana-3824	230	53	k	k	NOUN
cana-3824	230	54	)	)	PUNCT
cana-3824	230	55	for	for	ADP
cana-3824	230	56	j=1	j=1	NOUN
cana-3824	230	57	:p	:p	PROPN
cana-3824	230	58	for	for	ADP
cana-3824	230	59	k=1	k=1	NOUN
cana-3824	230	60	:	:	PUNCT
cana-3824	230	61	n	n	CCONJ
cana-3824	230	62	if	if	SCONJ
cana-3824	230	63	τ≤t/3	τ≤t/3	PRON
cana-3824	230	64	solve	solve	VERB
cana-3824	230	65	using	use	VERB
cana-3824	230	66	equation	equation	NOUN
cana-3824	230	67	(	(	PUNCT
cana-3824	230	68	23	23	NUM
cana-3824	230	69	)	)	PUNCT
cana-3824	230	70	else	else	ADV
cana-3824	230	71	if	if	SCONJ
cana-3824	230	72	τ≤2	τ≤2	NOUN
cana-3824	230	73	t/4	t/4	PRON
cana-3824	230	74	and	and	CCONJ
cana-3824	230	75	τ	τ	X
cana-3824	230	76	>	>	X
cana-3824	230	77	t/3	t/3	NOUN
cana-3824	230	78	else	else	ADV
cana-3824	230	79	if	if	SCONJ
cana-3824	230	80	τ≤3	τ≤3	PROPN
cana-3824	230	81	t/4	t/4	PROPN
cana-3824	230	82	and	and	CCONJ
cana-3824	230	83	τ>2	τ>2	VERB
cana-3824	230	84	t/4	t/4	NUM
cana-3824	230	85	else	else	ADV
cana-3824	230	86	solve	solve	VERB
cana-3824	230	87	using	use	VERB
cana-3824	230	88	equation	equation	NOUN
cana-3824	230	89	(	(	PUNCT
cana-3824	230	90	28	28	NUM
cana-3824	230	91	)	)	PUNCT
cana-3824	230	92	end	end	NOUN
cana-3824	230	93	if	if	SCONJ
cana-3824	230	94	end	end	NOUN
cana-3824	230	95	for	for	SCONJ
cana-3824	230	96	communications	communication	NOUN
cana-3824	230	97	on	on	ADP
cana-3824	230	98	applied	apply	VERB
cana-3824	230	99	nonlinear	nonlinear	ADJ
cana-3824	230	100	analysis	analysis	NOUN
cana-3824	230	101	issn	issn	NOUN
cana-3824	230	102	:	:	PUNCT
cana-3824	230	103	1074	1074	NUM
cana-3824	230	104	-	-	PUNCT
cana-3824	230	105	133x	133x	NUM
cana-3824	230	106	vol	vol	NOUN
cana-3824	230	107	32	32	NUM
cana-3824	230	108	no	no	NOUN
cana-3824	230	109	.	.	PUNCT
cana-3824	231	1	8s	8s	PROPN
cana-3824	231	2	(	(	PUNCT
cana-3824	231	3	2025	2025	NUM
cana-3824	231	4	)	)	PUNCT
cana-3824	231	5	820	820	NUM
cana-3824	232	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	232	2	end	end	VERB
cana-3824	232	3	for	for	ADP
cana-3824	232	4	t	t	PROPN
cana-3824	232	5	=	=	SYM
cana-3824	232	6	t+1	t+1	PROPN
cana-3824	232	7	end	end	VERB
cana-3824	232	8	while	while	SCONJ
cana-3824	232	9	return	return	VERB
cana-3824	232	10	best	good	ADJ
cana-3824	232	11	solution	solution	NOUN
cana-3824	232	12	wsn	wsn	ADJ
cana-3824	232	13	routing	route	VERB
cana-3824	232	14	algorithm	algorithm	NOUN
cana-3824	232	15	for	for	ADP
cana-3824	232	16	e	e	NOUN
cana-3824	232	17	-	-	NOUN
cana-3824	232	18	cerp	cerp	VERB
cana-3824	232	19	the	the	DET
cana-3824	232	20	energy	energy	NOUN
cana-3824	232	21	-	-	PUNCT
cana-3824	232	22	efficient	efficient	ADJ
cana-3824	232	23	cross	cross	ADJ
cana-3824	232	24	-	-	ADJ
cana-3824	232	25	layer	layer	NOUN
cana-3824	232	26	-	-	PUNCT
cana-3824	232	27	based	base	VERB
cana-3824	232	28	transfers	transfer	NOUN
cana-3824	232	29	data	datum	NOUN
cana-3824	232	30	over	over	ADP
cana-3824	232	31	the	the	DET
cana-3824	232	32	shortest	short	ADJ
cana-3824	232	33	paths	path	NOUN
cana-3824	232	34	in	in	ADP
cana-3824	232	35	a	a	DET
cana-3824	232	36	scalable	scalable	ADJ
cana-3824	232	37	and	and	CCONJ
cana-3824	232	38	energyefficient	energyefficient	NOUN
cana-3824	232	39	manner	manner	NOUN
cana-3824	232	40	.	.	PUNCT
cana-3824	233	1	it	it	PRON
cana-3824	233	2	lowers	lower	VERB
cana-3824	233	3	packet	packet	NOUN
cana-3824	233	4	delays	delay	NOUN
cana-3824	233	5	and	and	CCONJ
cana-3824	233	6	improves	improve	VERB
cana-3824	233	7	the	the	DET
cana-3824	233	8	communication	communication	NOUN
cana-3824	233	9	link	link	NOUN
cana-3824	233	10	's	's	PART
cana-3824	233	11	dependability	dependability	NOUN
cana-3824	233	12	[	[	X
cana-3824	233	13	19	19	NUM
cana-3824	233	14	]	]	PUNCT
cana-3824	233	15	.	.	PUNCT
cana-3824	234	1	there	there	PRON
cana-3824	234	2	are	be	VERB
cana-3824	234	3	various	various	ADJ
cana-3824	234	4	issues	issue	NOUN
cana-3824	234	5	with	with	ADP
cana-3824	234	6	the	the	DET
cana-3824	234	7	current	current	PROPN
cana-3824	234	8	corp	corp	PROPN
cana-3824	234	9	algorithm	algorithm	PROPN
cana-3824	234	10	,	,	PUNCT
cana-3824	234	11	this	this	PRON
cana-3824	234	12	is	be	AUX
cana-3824	234	13	an	an	DET
cana-3824	234	14	opportunistic	opportunistic	ADJ
cana-3824	234	15	routing	routing	NOUN
cana-3824	234	16	protocol	protocol	NOUN
cana-3824	234	17	that	that	PRON
cana-3824	234	18	operates	operate	VERB
cana-3824	234	19	across	across	ADP
cana-3824	234	20	layers	layer	NOUN
cana-3824	234	21	:	:	PUNCT
cana-3824	234	22	•	•	ADV
cana-3824	234	23	because	because	SCONJ
cana-3824	234	24	of	of	ADP
cana-3824	234	25	the	the	DET
cana-3824	234	26	limited	limited	ADJ
cana-3824	234	27	computing	computing	NOUN
cana-3824	234	28	power	power	NOUN
cana-3824	234	29	of	of	ADP
cana-3824	234	30	the	the	DET
cana-3824	234	31	wsns	wsns	NOUN
cana-3824	234	32	,	,	PUNCT
cana-3824	234	33	an	an	DET
cana-3824	234	34	increasing	increase	VERB
cana-3824	234	35	number	number	NOUN
cana-3824	234	36	of	of	ADP
cana-3824	234	37	constraints	constraint	NOUN
cana-3824	234	38	results	result	NOUN
cana-3824	234	39	in	in	ADP
cana-3824	234	40	high	high	ADJ
cana-3824	234	41	data	data	NOUN
cana-3824	234	42	transmission	transmission	NOUN
cana-3824	234	43	complexity	complexity	NOUN
cana-3824	234	44	.	.	PUNCT
cana-3824	235	1	•	•	INTJ
cana-3824	235	2	it	it	PRON
cana-3824	235	3	is	be	AUX
cana-3824	235	4	difficult	difficult	ADJ
cana-3824	235	5	to	to	PART
cana-3824	235	6	integrate	integrate	VERB
cana-3824	235	7	them	they	PRON
cana-3824	235	8	.	.	PUNCT
cana-3824	236	1	•	•	INTJ
cana-3824	236	2	they	they	PRON
cana-3824	236	3	use	use	VERB
cana-3824	236	4	a	a	DET
cana-3824	236	5	lot	lot	NOUN
cana-3824	236	6	of	of	ADP
cana-3824	236	7	power	power	NOUN
cana-3824	236	8	and	and	CCONJ
cana-3824	236	9	have	have	VERB
cana-3824	236	10	high	high	ADJ
cana-3824	236	11	delivery	delivery	NOUN
cana-3824	236	12	rates	rate	NOUN
cana-3824	236	13	,	,	PUNCT
cana-3824	236	14	packet	packet	NOUN
cana-3824	236	15	losses	loss	NOUN
cana-3824	236	16	,	,	PUNCT
cana-3824	236	17	and	and	CCONJ
cana-3824	236	18	communication	communication	NOUN
cana-3824	236	19	delays	delay	NOUN
cana-3824	236	20	.	.	PUNCT
cana-3824	237	1	the	the	DET
cana-3824	237	2	objective	objective	NOUN
cana-3824	237	3	of	of	ADP
cana-3824	237	4	the	the	DET
cana-3824	237	5	suggested	suggest	VERB
cana-3824	237	6	e	e	NOUN
cana-3824	237	7	-	-	NOUN
cana-3824	237	8	cerp	cerp	NOUN
cana-3824	237	9	technology	technology	NOUN
cana-3824	237	10	,	,	PUNCT
cana-3824	237	11	which	which	PRON
cana-3824	237	12	addresses	address	VERB
cana-3824	237	13	the	the	DET
cana-3824	237	14	issues	issue	NOUN
cana-3824	237	15	with	with	ADP
cana-3824	237	16	traditional	traditional	ADJ
cana-3824	237	17	routing	routing	NOUN
cana-3824	237	18	protocols	protocol	NOUN
cana-3824	237	19	,	,	PUNCT
cana-3824	237	20	is	be	AUX
cana-3824	237	21	to	to	PART
cana-3824	237	22	optimise	optimise	VERB
cana-3824	237	23	the	the	DET
cana-3824	237	24	broadcast	broadcast	NOUN
cana-3824	237	25	power	power	NOUN
cana-3824	237	26	of	of	ADP
cana-3824	237	27	the	the	DET
cana-3824	237	28	nodes	node	NOUN
cana-3824	237	29	by	by	ADP
cana-3824	237	30	making	make	VERB
cana-3824	237	31	use	use	NOUN
cana-3824	237	32	of	of	ADP
cana-3824	237	33	the	the	DET
cana-3824	237	34	network	network	NOUN
cana-3824	237	35	's	's	PART
cana-3824	237	36	residual	residual	ADJ
cana-3824	237	37	energy	energy	NOUN
cana-3824	237	38	.	.	PUNCT
cana-3824	238	1	(	(	PUNCT
cana-3824	238	2	i	i	NOUN
cana-3824	238	3	)	)	PUNCT
cana-3824	238	4	local	local	ADJ
cana-3824	238	5	broadcast	broadcast	NOUN
cana-3824	238	6	the	the	DET
cana-3824	238	7	i	i	PROPN
cana-3824	238	8	d	d	PROPN
cana-3824	238	9	,	,	PUNCT
cana-3824	238	10	path	path	NOUN
cana-3824	238	11	cost	cost	NOUN
cana-3824	238	12	,	,	PUNCT
cana-3824	238	13	and	and	CCONJ
cana-3824	238	14	hop	hop	INTJ
cana-3824	238	15	every	every	DET
cana-3824	238	16	node	node	NOUN
cana-3824	238	17	is	be	AUX
cana-3824	238	18	infinite	infinite	ADJ
cana-3824	238	19	,	,	PUNCT
cana-3824	238	20	it	it	PRON
cana-3824	238	21	may	may	AUX
cana-3824	238	22	vary	vary	VERB
cana-3824	238	23	from	from	ADP
cana-3824	238	24	round	round	NOUN
cana-3824	238	25	to	to	ADP
cana-3824	238	26	round	round	NOUN
cana-3824	238	27	.	.	PUNCT
cana-3824	239	1	considering	consider	VERB
cana-3824	239	2	the	the	DET
cana-3824	239	3	hello	hello	NOUN
cana-3824	239	4	messages	message	NOUN
cana-3824	239	5	that	that	PRON
cana-3824	239	6	it	it	PRON
cana-3824	239	7	gets	get	VERB
cana-3824	239	8	,	,	PUNCT
cana-3824	239	9	every	every	DET
cana-3824	239	10	node	node	NOUN
cana-3824	239	11	arranges	arrange	VERB
cana-3824	239	12	its	its	PRON
cana-3824	239	13	list	list	NOUN
cana-3824	239	14	of	of	ADP
cana-3824	239	15	neighbours	neighbour	NOUN
cana-3824	239	16	.	.	PUNCT
cana-3824	240	1	the	the	DET
cana-3824	240	2	received	receive	VERB
cana-3824	240	3	signal	signal	NOUN
cana-3824	240	4	strength	strength	NOUN
cana-3824	240	5	indicator	indicator	NOUN
cana-3824	240	6	(	(	PUNCT
cana-3824	240	7	rssi	rssi	NOUN
cana-3824	240	8	)	)	PUNCT
cana-3824	240	9	of	of	ADP
cana-3824	240	10	incoming	incoming	ADJ
cana-3824	240	11	correspondence	correspondence	NOUN
cana-3824	240	12	is	be	AUX
cana-3824	240	13	used	use	VERB
cana-3824	240	14	to	to	PART
cana-3824	240	15	calculate	calculate	VERB
cana-3824	240	16	signal	signal	NOUN
cana-3824	240	17	strength	strength	NOUN
cana-3824	240	18	.	.	PUNCT
cana-3824	241	1	the	the	DET
cana-3824	241	2	link	link	NOUN
cana-3824	241	3	reliability	reliability	NOUN
cana-3824	241	4	metric	metric	NOUN
cana-3824	241	5	is	be	AUX
cana-3824	241	6	calculated	calculate	VERB
cana-3824	241	7	using	use	VERB
cana-3824	241	8	the	the	DET
cana-3824	241	9	average	average	ADJ
cana-3824	241	10	rssi	rssi	NOUN
cana-3824	241	11	𝐿(𝑛,𝑚	𝐿(𝑛,𝑚	NOUN
cana-3824	241	12	)	)	PUNCT
cana-3824	241	13	,	,	PUNCT
cana-3824	241	14	expressed	express	VERB
cana-3824	241	15	in	in	ADP
cana-3824	241	16	equation	equation	NOUN
cana-3824	241	17	(	(	PUNCT
cana-3824	241	18	29	29	NUM
cana-3824	241	19	)	)	PUNCT
cana-3824	241	20	.	.	PUNCT
cana-3824	242	1	𝐿𝑛,𝑚	𝐿𝑛,𝑚	NOUN
cana-3824	243	1	=	=	X
cana-3824	243	2	𝑇𝑚𝑡𝑝	𝑇𝑚𝑡𝑝	PROPN
cana-3824	243	3	−	−	PROPN
cana-3824	243	4	𝑇𝑎𝑟𝑝	𝑇𝑎𝑟𝑝	PROPN
cana-3824	243	5	(	(	PUNCT
cana-3824	243	6	29	29	NUM
cana-3824	243	7	)	)	PUNCT
cana-3824	243	8	the	the	DET
cana-3824	243	9	following	follow	VERB
cana-3824	243	10	is	be	AUX
cana-3824	243	11	how	how	SCONJ
cana-3824	243	12	the	the	DET
cana-3824	243	13	link	link	NOUN
cana-3824	243	14	cost	cost	NOUN
cana-3824	243	15	is	be	AUX
cana-3824	243	16	estimated	estimate	VERB
cana-3824	243	17	using	use	VERB
cana-3824	243	18	the	the	DET
cana-3824	243	19	lagrange	lagrange	NOUN
cana-3824	243	20	multiplier	multiplier	NOUN
cana-3824	243	21	:	:	PUNCT
cana-3824	243	22	cos⁡(𝑛,𝑚	cos⁡(𝑛,𝑚	NOUN
cana-3824	243	23	)	)	PUNCT
cana-3824	243	24	=	=	PUNCT
cana-3824	244	1	𝑋𝑐𝑖𝑟	𝑋𝑐𝑖𝑟	PROPN
cana-3824	244	2	+	+	CCONJ
cana-3824	244	3	𝑋𝑎𝑟𝑝	𝑋𝑎𝑟𝑝	PROPN
cana-3824	244	4	+	+	PUNCT
cana-3824	244	5	in⁡	in⁡	NOUN
cana-3824	244	6	𝐼	𝐼	ADP
cana-3824	244	7	𝑣	𝑣	ADP
cana-3824	244	8	⋅	⋅	PROPN
cana-3824	244	9	1	1	NUM
cana-3824	244	10	ℎ𝑛𝑚	ℎ𝑛𝑚	NOUN
cana-3824	244	11	(	(	PUNCT
cana-3824	244	12	30	30	NUM
cana-3824	244	13	)	)	PUNCT
cana-3824	244	14	(	(	PUNCT
cana-3824	244	15	ii	ii	NOUN
cana-3824	244	16	)	)	PUNCT
cana-3824	244	17	routing	route	VERB
cana-3824	244	18	algorithm	algorithm	NOUN
cana-3824	244	19	a	a	DET
cana-3824	244	20	parent	parent	NOUN
cana-3824	244	21	par⁡(𝑛	par⁡(𝑛	NOUN
cana-3824	244	22	)	)	PUNCT
cana-3824	244	23	must	must	AUX
cana-3824	244	24	be	be	AUX
cana-3824	244	25	selected	select	VERB
cana-3824	244	26	to	to	PART
cana-3824	244	27	serve	serve	VERB
cana-3824	244	28	as	as	ADP
cana-3824	244	29	the	the	DET
cana-3824	244	30	subsequent	subsequent	ADJ
cana-3824	244	31	hop	hop	NOUN
cana-3824	244	32	sensor	sensor	NOUN
cana-3824	244	33	node	node	NOUN
cana-3824	244	34	for	for	ADP
cana-3824	244	35	a	a	DET
cana-3824	244	36	given	give	VERB
cana-3824	244	37	sensor	sensor	NOUN
cana-3824	244	38	node	node	NOUN
cana-3824	244	39	𝑛	𝑛	ADP
cana-3824	244	40	in	in	ADP
cana-3824	244	41	order	order	NOUN
cana-3824	244	42	to	to	PART
cana-3824	244	43	send	send	VERB
cana-3824	244	44	information	information	NOUN
cana-3824	244	45	to	to	ADP
cana-3824	244	46	the	the	DET
cana-3824	244	47	bs	bs	NOUN
cana-3824	244	48	from	from	ADP
cana-3824	244	49	node	node	PROPN
cana-3824	244	50	n.	n.	PROPN
cana-3824	244	51	the	the	DET
cana-3824	244	52	formula	formula	NOUN
cana-3824	244	53	in	in	ADP
cana-3824	244	54	mathematics	mathematic	NOUN
cana-3824	244	55	can	can	AUX
cana-3824	244	56	be	be	AUX
cana-3824	244	57	expressed	express	VERB
cana-3824	244	58	in	in	ADP
cana-3824	244	59	the	the	DET
cana-3824	244	60	following	following	ADJ
cana-3824	244	61	way	way	NOUN
cana-3824	244	62	:	:	PUNCT
cana-3824	244	63	par⁡(𝑛	par⁡(𝑛	X
cana-3824	244	64	)	)	PUNCT
cana-3824	244	65	=	=	PRON
cana-3824	244	66	arg	arg	NOUN
cana-3824	244	67	𝑚∈𝑁𝑖(𝑛	𝑚∈𝑁𝑖(𝑛	ADJ
cana-3824	244	68	)	)	PUNCT
cana-3824	244	69	⁡min[cost⁡(𝑚	⁡min[cost⁡(𝑚	NOUN
cana-3824	244	70	)	)	PUNCT
cana-3824	244	71	+	+	CCONJ
cana-3824	245	1	cost⁡(𝑛,𝑚	cost⁡(𝑛,𝑚	NUM
cana-3824	245	2	)	)	PUNCT
cana-3824	245	3	]	]	PUNCT
cana-3824	246	1	(	(	PUNCT
cana-3824	246	2	31	31	NUM
cana-3824	246	3	)	)	PUNCT
cana-3824	246	4	a	a	DET
cana-3824	246	5	cost	cost	NOUN
cana-3824	246	6	-	-	PUNCT
cana-3824	246	7	based	base	VERB
cana-3824	246	8	route	route	NOUN
cana-3824	246	9	is	be	AUX
cana-3824	246	10	constructed	construct	VERB
cana-3824	246	11	using	use	VERB
cana-3824	246	12	the	the	DET
cana-3824	246	13	parent	parent	NOUN
cana-3824	246	14	route	route	NOUN
cana-3824	246	15	selection	selection	NOUN
cana-3824	246	16	and	and	CCONJ
cana-3824	246	17	the	the	DET
cana-3824	246	18	cost	cost	NOUN
cana-3824	246	19	function	function	NOUN
cana-3824	246	20	as	as	SCONJ
cana-3824	246	21	indicated	indicate	VERB
cana-3824	246	22	in	in	ADP
cana-3824	246	23	equation	equation	NOUN
cana-3824	246	24	(	(	PUNCT
cana-3824	246	25	10	10	NUM
cana-3824	246	26	)	)	PUNCT
cana-3824	246	27	.	.	PUNCT
cana-3824	247	1	updates	update	NOUN
cana-3824	247	2	are	be	AUX
cana-3824	247	3	made	make	VERB
cana-3824	247	4	to	to	ADP
cana-3824	247	5	the	the	DET
cana-3824	247	6	parent	parent	NOUN
cana-3824	247	7	preferences	preference	NOUN
cana-3824	247	8	in	in	ADP
cana-3824	247	9	every	every	DET
cana-3824	247	10	round	round	NOUN
cana-3824	247	11	.	.	PUNCT
cana-3824	248	1	(	(	PUNCT
cana-3824	248	2	iii	iii	X
cana-3824	248	3	)	)	PUNCT
cana-3824	248	4	transmission	transmission	NOUN
cana-3824	248	5	power	power	NOUN
cana-3824	248	6	control	control	NOUN
cana-3824	248	7	(	(	PUNCT
cana-3824	248	8	tpc	tpc	NOUN
cana-3824	248	9	)	)	PUNCT
cana-3824	248	10	equation	equation	NOUN
cana-3824	248	11	(	(	PUNCT
cana-3824	248	12	32	32	NUM
cana-3824	248	13	)	)	PUNCT
cana-3824	248	14	can	can	AUX
cana-3824	248	15	be	be	AUX
cana-3824	248	16	used	use	VERB
cana-3824	248	17	to	to	PART
cana-3824	248	18	determine	determine	VERB
cana-3824	248	19	the	the	DET
cana-3824	248	20	optimal	optimal	ADJ
cana-3824	248	21	transmit	transmit	NOUN
cana-3824	248	22	power	power	NOUN
cana-3824	248	23	based	base	VERB
cana-3824	248	24	on	on	ADP
cana-3824	248	25	hop	hop	PROPN
cana-3824	248	26	count	count	NOUN
cana-3824	248	27	:	:	PUNCT
cana-3824	248	28	communications	communication	NOUN
cana-3824	248	29	on	on	ADP
cana-3824	248	30	applied	apply	VERB
cana-3824	248	31	nonlinear	nonlinear	ADJ
cana-3824	248	32	analysis	analysis	NOUN
cana-3824	248	33	issn	issn	NOUN
cana-3824	248	34	:	:	PUNCT
cana-3824	248	35	1074	1074	NUM
cana-3824	248	36	-	-	PUNCT
cana-3824	248	37	133x	133x	NUM
cana-3824	248	38	vol	vol	NOUN
cana-3824	248	39	32	32	NUM
cana-3824	248	40	no	no	NOUN
cana-3824	248	41	.	.	PUNCT
cana-3824	249	1	8s	8s	PROPN
cana-3824	249	2	(	(	PUNCT
cana-3824	249	3	2025	2025	NUM
cana-3824	249	4	)	)	PUNCT
cana-3824	249	5	821	821	NUM
cana-3824	249	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	249	7	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑇𝑡𝑥(𝑛	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑇𝑡𝑥(𝑛	NOUN
cana-3824	249	8	)	)	PUNCT
cana-3824	249	9	=	=	SYM
cana-3824	250	1	1	1	NUM
cana-3824	250	2	ℎ𝑛	ℎ𝑛	NOUN
cana-3824	251	1	[	[	X
cana-3824	251	2	ln⁡	ln⁡	X
cana-3824	251	3	𝐼	𝐼	PROPN
cana-3824	251	4	+	+	CCONJ
cana-3824	251	5	ln⁡	ln⁡	PROPN
cana-3824	251	6	(	(	PUNCT
cana-3824	251	7	ℎ𝑛∑	ℎ𝑛∑	NOUN
cana-3824	251	8	  	  	SPACE
cana-3824	251	9	𝐻	𝐻	PROPN
cana-3824	251	10	𝑛=1	𝑛=1	NOUN
cana-3824	251	11	  	  	SPACE
cana-3824	251	12	1	1	NUM
cana-3824	251	13	ℎ𝑛	ℎ𝑛	NOUN
cana-3824	251	14	)	)	PUNCT
cana-3824	251	15	]	]	X
cana-3824	251	16	⁡⁡⁡(32	⁡⁡⁡(32	X
cana-3824	251	17	)	)	PUNCT
cana-3824	251	18	relatively	relatively	ADV
cana-3824	251	19	speaking	speak	VERB
cana-3824	251	20	,	,	PUNCT
cana-3824	251	21	the	the	DET
cana-3824	251	22	transmitted	transmit	VERB
cana-3824	251	23	execution	execution	NOUN
cana-3824	251	24	is	be	AUX
cana-3824	251	25	simplified	simplify	VERB
cana-3824	251	26	,	,	PUNCT
cana-3824	251	27	and	and	CCONJ
cana-3824	251	28	equation	equation	NOUN
cana-3824	251	29	(	(	PUNCT
cana-3824	251	30	33	33	NUM
cana-3824	251	31	)	)	PUNCT
cana-3824	251	32	can	can	AUX
cana-3824	251	33	be	be	AUX
cana-3824	251	34	used	use	VERB
cana-3824	251	35	to	to	PART
cana-3824	251	36	determine	determine	VERB
cana-3824	251	37	the	the	DET
cana-3824	251	38	upper	upper	ADJ
cana-3824	251	39	bound	bind	VERB
cana-3824	251	40	:	:	PUNCT
cana-3824	251	41	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡(∑	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡(∑	NOUN
cana-3824	251	42	  	  	SPACE
cana-3824	251	43	𝐻	𝐻	PROPN
cana-3824	251	44	𝑛=1	𝑛=1	NOUN
cana-3824	251	45	  	  	SPACE
cana-3824	251	46	1	1	NUM
cana-3824	251	47	ℎ𝑛	ℎ𝑛	NOUN
cana-3824	251	48	)	)	PUNCT
cana-3824	251	49	ln	ln	ADV
cana-3824	252	1	𝐼	𝐼	ADP
cana-3824	252	2	≤∑	≤∑	NOUN
cana-3824	252	3	  	  	SPACE
cana-3824	252	4	𝐻	𝐻	PROPN
cana-3824	252	5	𝑛=1	𝑛=1	NOUN
cana-3824	252	6	 	 	SPACE
cana-3824	252	7	𝑋𝑡𝑥(𝑛	𝑋𝑡𝑥(𝑛	PROPN
cana-3824	252	8	)	)	PUNCT
cana-3824	252	9	≤	≤	NOUN
cana-3824	252	10	(	(	PUNCT
cana-3824	252	11	∑	∑	PART
cana-3824	252	12	  	  	SPACE
cana-3824	252	13	𝐻	𝐻	PROPN
cana-3824	252	14	𝑛=1	𝑛=1	NOUN
cana-3824	252	15	  	  	SPACE
cana-3824	252	16	1	1	NUM
cana-3824	252	17	ℎ𝑛	ℎ𝑛	NOUN
cana-3824	252	18	)	)	PUNCT
cana-3824	252	19	(	(	PUNCT
cana-3824	252	20	ln	ln	NOUN
cana-3824	252	21	𝐼	𝐼	PROPN
cana-3824	252	22	+	+	CCONJ
cana-3824	252	23	ln𝐻)⁡⁡⁡(33	ln𝐻)⁡⁡⁡(33	PROPN
cana-3824	252	24	)	)	PUNCT
cana-3824	252	25	equation	equation	NOUN
cana-3824	252	26	(	(	PUNCT
cana-3824	252	27	34	34	NUM
cana-3824	252	28	)	)	PUNCT
cana-3824	252	29	is	be	AUX
cana-3824	252	30	thus	thus	ADV
cana-3824	252	31	used	use	VERB
cana-3824	252	32	to	to	PART
cana-3824	252	33	estimate	estimate	VERB
cana-3824	252	34	the	the	DET
cana-3824	252	35	upper	upper	ADJ
cana-3824	252	36	bound	bind	VERB
cana-3824	252	37	for	for	ADP
cana-3824	252	38	the	the	DET
cana-3824	252	39	given	give	VERB
cana-3824	252	40	sensor	sensor	NOUN
cana-3824	252	41	node	node	NOUN
cana-3824	252	42	.	.	PUNCT
cana-3824	253	1	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑋𝑡𝑥(𝑛	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑋𝑡𝑥(𝑛	X
cana-3824	254	1	)	)	PUNCT
cana-3824	254	2	=	=	SYM
cana-3824	254	3	1	1	NUM
cana-3824	254	4	ℎ𝑛𝑚	ℎ𝑛𝑚	NOUN
cana-3824	254	5	[	[	X
cana-3824	254	6	ln⁡	ln⁡	X
cana-3824	254	7	𝐼	𝐼	PROPN
cana-3824	254	8	+	+	CCONJ
cana-3824	254	9	ln⁡	ln⁡	PROPN
cana-3824	254	10	𝐻(𝑛	𝐻(𝑛	NUM
cana-3824	254	11	)	)	PUNCT
cana-3824	254	12	]	]	PUNCT
cana-3824	254	13	(	(	PUNCT
cana-3824	254	14	34	34	NUM
cana-3824	254	15	)	)	PUNCT
cana-3824	254	16	where	where	SCONJ
cana-3824	254	17	"	"	PUNCT
cana-3824	254	18	𝐼	𝐼	PROPN
cana-3824	254	19	"	"	PUNCT
cana-3824	254	20	is	be	AUX
cana-3824	254	21	the	the	DET
cana-3824	254	22	intended	intended	ADJ
cana-3824	254	23	end	end	NOUN
cana-3824	254	24	-	-	PUNCT
cana-3824	254	25	to	to	ADP
cana-3824	254	26	-	-	PUNCT
cana-3824	254	27	end	end	NOUN
cana-3824	254	28	success	success	NOUN
cana-3824	254	29	likelihood	likelihood	NOUN
cana-3824	254	30	and	and	CCONJ
cana-3824	254	31	"	"	PUNCT
cana-3824	254	32	𝐻	𝐻	PROPN
cana-3824	254	33	"	"	PUNCT
cana-3824	254	34	symbolises	symbolise	VERB
cana-3824	254	35	the	the	DET
cana-3824	254	36	number	number	NOUN
cana-3824	254	37	of	of	ADP
cana-3824	254	38	hops	hop	NOUN
cana-3824	254	39	.	.	PUNCT
cana-3824	255	1	after	after	ADP
cana-3824	255	2	assessing	assess	VERB
cana-3824	255	3	the	the	DET
cana-3824	255	4	transmitting	transmit	VERB
cana-3824	255	5	power	power	NOUN
cana-3824	255	6	,	,	PUNCT
cana-3824	255	7	the	the	DET
cana-3824	255	8	optimal	optimal	ADJ
cana-3824	255	9	path	path	NOUN
cana-3824	255	10	for	for	ADP
cana-3824	255	11	data	datum	NOUN
cana-3824	255	12	broadcast	broadcast	NOUN
cana-3824	255	13	and	and	CCONJ
cana-3824	255	14	reception	reception	NOUN
cana-3824	255	15	has	have	AUX
cana-3824	255	16	been	be	AUX
cana-3824	255	17	identified	identify	VERB
cana-3824	255	18	.	.	PUNCT
cana-3824	256	1	it	it	PRON
cana-3824	256	2	uses	use	VERB
cana-3824	256	3	very	very	ADV
cana-3824	256	4	little	little	ADJ
cana-3824	256	5	energy	energy	NOUN
cana-3824	256	6	conservation	conservation	NOUN
cana-3824	256	7	and	and	CCONJ
cana-3824	256	8	has	have	VERB
cana-3824	256	9	very	very	ADV
cana-3824	256	10	little	little	ADJ
cana-3824	256	11	packet	packet	NOUN
cana-3824	256	12	loss	loss	NOUN
cana-3824	256	13	and	and	CCONJ
cana-3824	256	14	delay	delay	NOUN
cana-3824	256	15	.	.	PUNCT
cana-3824	257	1	malicious	malicious	ADJ
cana-3824	257	2	node	node	ADJ
cana-3824	257	3	detection	detection	NOUN
cana-3824	257	4	wustl	wustl	NOUN
cana-3824	257	5	-	-	PUNCT
cana-3824	257	6	iiot-2018	iiot-2018	NOUN
cana-3824	257	7	dataset	dataset	NOUN
cana-3824	257	8	targeting	target	VERB
cana-3824	257	9	reconnaissance	reconnaissance	NOUN
cana-3824	257	10	attacks	attack	NOUN
cana-3824	257	11	on	on	ADP
cana-3824	257	12	scada	scada	PROPN
cana-3824	257	13	is	be	AUX
cana-3824	257	14	the	the	DET
cana-3824	257	15	goal	goal	NOUN
cana-3824	257	16	of	of	ADP
cana-3824	257	17	the	the	DET
cana-3824	257	18	ics	ics	PROPN
cana-3824	257	19	data	datum	NOUN
cana-3824	257	20	set	set	VERB
cana-3824	257	21	wustl	wustl	NOUN
cana-3824	257	22	-	-	PUNCT
cana-3824	257	23	iiot-2018	iiot-2018	NOUN
cana-3824	257	24	for	for	ADP
cana-3824	257	25	scada	scada	PROPN
cana-3824	257	26	cyber	cyber	PROPN
cana-3824	257	27	security	security	PROPN
cana-3824	257	28	studies	study	NOUN
cana-3824	257	29	.	.	PUNCT
cana-3824	258	1	among	among	ADP
cana-3824	258	2	recognition	recognition	NOUN
cana-3824	258	3	's	's	PART
cana-3824	258	4	components	component	NOUN
cana-3824	258	5	the	the	DET
cana-3824	258	6	use	use	NOUN
cana-3824	258	7	of	of	ADP
cana-3824	258	8	examining	examine	VERB
cana-3824	258	9	tools	tool	NOUN
cana-3824	258	10	by	by	ADP
cana-3824	258	11	intruders	intruder	NOUN
cana-3824	258	12	to	to	PART
cana-3824	258	13	find	find	VERB
cana-3824	258	14	network	network	NOUN
cana-3824	258	15	devices	device	NOUN
cana-3824	258	16	and	and	CCONJ
cana-3824	258	17	potential	potential	ADJ
cana-3824	258	18	vulnerability	vulnerability	NOUN
cana-3824	258	19	sites	site	NOUN
cana-3824	258	20	[	[	X
cana-3824	258	21	23	23	NUM
cana-3824	258	22	]	]	PUNCT
cana-3824	258	23	.	.	PUNCT
cana-3824	259	1	the	the	DET
cana-3824	259	2	subsequent	subsequent	ADJ
cana-3824	259	3	reconnaissance	reconnaissance	NOUN
cana-3824	259	4	attacks	attack	NOUN
cana-3824	259	5	address	address	NOUN
cana-3824	259	6	scanning	scanning	NOUN
cana-3824	259	7	,	,	PUNCT
cana-3824	259	8	port	port	NOUN
cana-3824	259	9	scanning	scanning	NOUN
cana-3824	259	10	,	,	PUNCT
cana-3824	259	11	and	and	CCONJ
cana-3824	259	12	device	device	NOUN
cana-3824	259	13	identification	identification	NOUN
cana-3824	259	14	and	and	CCONJ
cana-3824	259	15	exploitation	exploitation	NOUN
cana-3824	259	16	were	be	AUX
cana-3824	259	17	carried	carry	VERB
cana-3824	259	18	out	out	ADP
cana-3824	259	19	against	against	ADP
cana-3824	259	20	the	the	DET
cana-3824	259	21	testbed	testbed	NOUN
cana-3824	259	22	.	.	PUNCT
cana-3824	260	1	using	use	VERB
cana-3824	260	2	fs	f	NOUN
cana-3824	260	3	,	,	PUNCT
cana-3824	260	4	the	the	DET
cana-3824	260	5	writers	writer	NOUN
cana-3824	260	6	were	be	AUX
cana-3824	260	7	able	able	ADJ
cana-3824	260	8	to	to	PART
cana-3824	260	9	pinpoint	pinpoint	VERB
cana-3824	260	10	traits	trait	NOUN
cana-3824	260	11	that	that	PRON
cana-3824	260	12	hold	hold	VERB
cana-3824	260	13	the	the	DET
cana-3824	260	14	greatest	great	ADJ
cana-3824	260	15	promise	promise	NOUN
cana-3824	260	16	for	for	ADP
cana-3824	260	17	the	the	DET
cana-3824	260	18	success	success	NOUN
cana-3824	260	19	of	of	ADP
cana-3824	260	20	the	the	DET
cana-3824	260	21	data	datum	NOUN
cana-3824	260	22	set	set	VERB
cana-3824	260	23	,	,	PUNCT
cana-3824	260	24	even	even	ADV
cana-3824	260	25	though	though	SCONJ
cana-3824	260	26	the	the	DET
cana-3824	260	27	basic	basic	ADJ
cana-3824	260	28	data	datum	NOUN
cana-3824	260	29	contained	contain	VERB
cana-3824	260	30	25	25	NUM
cana-3824	260	31	networking	networking	NOUN
cana-3824	260	32	features	feature	NOUN
cana-3824	260	33	:	:	PUNCT
cana-3824	260	34	the	the	DET
cana-3824	260	35	total	total	ADJ
cana-3824	260	36	transaction	transaction	NOUN
cana-3824	260	37	packet	packet	NOUN
cana-3824	260	38	count	count	NOUN
cana-3824	260	39	(	(	PUNCT
cana-3824	260	40	totpkts	totpkts	NOUN
cana-3824	260	41	)	)	PUNCT
cana-3824	260	42	,	,	PUNCT
cana-3824	260	43	total	total	ADJ
cana-3824	260	44	transaction	transaction	NOUN
cana-3824	260	45	bytes	byte	NOUN
cana-3824	260	46	(	(	PUNCT
cana-3824	260	47	totbytes	totbyte	NOUN
cana-3824	260	48	)	)	PUNCT
cana-3824	260	49	,	,	PUNCT
cana-3824	260	50	source	source	NOUN
cana-3824	260	51	/	/	SYM
cana-3824	260	52	destination	destination	NOUN
cana-3824	260	53	packet	packet	NOUN
cana-3824	260	54	count	count	NOUN
cana-3824	260	55	(	(	PUNCT
cana-3824	260	56	srcpkts	srcpkts	NOUN
cana-3824	260	57	)	)	PUNCT
cana-3824	260	58	,	,	PUNCT
cana-3824	260	59	and	and	CCONJ
cana-3824	260	60	destination	destination	NOUN
cana-3824	260	61	/	/	SYM
cana-3824	260	62	source	source	NOUN
cana-3824	260	63	packet	packet	NOUN
cana-3824	260	64	count	count	NOUN
cana-3824	260	65	(	(	PUNCT
cana-3824	260	66	dstpkts	dstpkts	NOUN
cana-3824	260	67	)	)	PUNCT
cana-3824	260	68	are	be	AUX
cana-3824	260	69	all	all	PRON
cana-3824	260	70	displayed	display	VERB
cana-3824	260	71	.	.	PUNCT
cana-3824	261	1	these	these	DET
cana-3824	261	2	features	feature	NOUN
cana-3824	261	3	serve	serve	VERB
cana-3824	261	4	as	as	ADP
cana-3824	261	5	a	a	DET
cana-3824	261	6	prototype	prototype	NOUN
cana-3824	261	7	for	for	ADP
cana-3824	261	8	researching	research	VERB
cana-3824	261	9	model	model	NOUN
cana-3824	261	10	evaluation	evaluation	NOUN
cana-3824	261	11	and	and	CCONJ
cana-3824	261	12	machine	machine	NOUN
cana-3824	261	13	learning	learning	NOUN
cana-3824	261	14	decisions	decision	NOUN
cana-3824	261	15	.	.	PUNCT
cana-3824	262	1	additionally	additionally	ADV
cana-3824	262	2	,	,	PUNCT
cana-3824	262	3	a	a	DET
cana-3824	262	4	system	system	NOUN
cana-3824	262	5	for	for	ADP
cana-3824	262	6	audit	audit	NOUN
cana-3824	262	7	record	record	NOUN
cana-3824	262	8	production	production	NOUN
cana-3824	262	9	and	and	CCONJ
cana-3824	262	10	implementation	implementation	NOUN
cana-3824	262	11	was	be	AUX
cana-3824	262	12	in	in	ADP
cana-3824	262	13	place	place	NOUN
cana-3824	262	14	to	to	PART
cana-3824	262	15	monitor	monitor	VERB
cana-3824	262	16	all	all	DET
cana-3824	262	17	network	network	NOUN
cana-3824	262	18	traffic	traffic	NOUN
cana-3824	262	19	,	,	PUNCT
cana-3824	262	20	of	of	ADP
cana-3824	262	21	which	which	PRON
cana-3824	262	22	6.07	6.07	NUM
cana-3824	262	23	%	%	NOUN
cana-3824	262	24	was	be	AUX
cana-3824	262	25	malicious	malicious	ADJ
cana-3824	262	26	and	and	CCONJ
cana-3824	262	27	93.93	93.93	NUM
cana-3824	262	28	%	%	NOUN
cana-3824	262	29	was	be	AUX
cana-3824	262	30	benign	benign	ADJ
cana-3824	262	31	.	.	PUNCT
cana-3824	263	1	classification	classification	NOUN
cana-3824	263	2	using	use	VERB
cana-3824	263	3	bidirectional	bidirectional	ADJ
cana-3824	263	4	recurrent	recurrent	ADJ
cana-3824	263	5	neural	neural	ADJ
cana-3824	263	6	networks	network	NOUN
cana-3824	263	7	the	the	DET
cana-3824	263	8	network	network	NOUN
cana-3824	263	9	that	that	PRON
cana-3824	263	10	is	be	AUX
cana-3824	263	11	bidirectional	bidirectional	ADJ
cana-3824	263	12	in	in	ADP
cana-3824	263	13	rather	rather	ADV
cana-3824	263	14	than	than	ADP
cana-3824	263	15	eliminating	eliminate	VERB
cana-3824	263	16	individual	individual	ADJ
cana-3824	263	17	components	component	NOUN
cana-3824	263	18	,	,	PUNCT
cana-3824	263	19	the	the	DET
cana-3824	263	20	model	model	NOUN
cana-3824	263	21	begins	begin	VERB
cana-3824	263	22	with	with	ADP
cana-3824	263	23	a	a	DET
cana-3824	263	24	spatial	spatial	ADJ
cana-3824	263	25	dropout	dropout	NOUN
cana-3824	263	26	layer	layer	NOUN
cana-3824	263	27	that	that	PRON
cana-3824	263	28	eliminates	eliminate	VERB
cana-3824	263	29	entire	entire	ADJ
cana-3824	263	30	feature	feature	NOUN
cana-3824	263	31	maps	map	NOUN
cana-3824	263	32	[	[	X
cana-3824	263	33	24	24	NUM
cana-3824	263	34	]	]	PUNCT
cana-3824	263	35	.	.	PUNCT
cana-3824	264	1	the	the	DET
cana-3824	264	2	bidirectional	bidirectional	ADJ
cana-3824	264	3	rnn	rnn	PROPN
cana-3824	264	4	(	(	PUNCT
cana-3824	264	5	birnn	birnn	NOUN
cana-3824	264	6	)	)	PUNCT
cana-3824	264	7	layer	layer	NOUN
cana-3824	264	8	,	,	PUNCT
cana-3824	264	9	which	which	PRON
cana-3824	264	10	links	link	VERB
cana-3824	264	11	two	two	NUM
cana-3824	264	12	hidden	hidden	ADJ
cana-3824	264	13	layers	layer	NOUN
cana-3824	264	14	with	with	ADP
cana-3824	264	15	opposing	oppose	VERB
cana-3824	264	16	directions	direction	NOUN
cana-3824	264	17	(	(	PUNCT
cana-3824	264	18	forward	forward	ADV
cana-3824	264	19	and	and	CCONJ
cana-3824	264	20	backward	backward	ADV
cana-3824	264	21	)	)	PUNCT
cana-3824	264	22	to	to	ADP
cana-3824	264	23	the	the	DET
cana-3824	264	24	same	same	ADJ
cana-3824	264	25	output	output	NOUN
cana-3824	264	26	,	,	PUNCT
cana-3824	264	27	is	be	AUX
cana-3824	264	28	then	then	ADV
cana-3824	264	29	fed	feed	VERB
cana-3824	264	30	the	the	DET
cana-3824	264	31	result	result	NOUN
cana-3824	264	32	of	of	ADP
cana-3824	264	33	this	this	DET
cana-3824	264	34	layer	layer	NOUN
cana-3824	264	35	.	.	PUNCT
cana-3824	265	1	gru	gru	PROPN
cana-3824	265	2	is	be	AUX
cana-3824	265	3	the	the	DET
cana-3824	265	4	foundation	foundation	NOUN
cana-3824	265	5	of	of	ADP
cana-3824	265	6	birnn	birnn	NOUN
cana-3824	265	7	.	.	PUNCT
cana-3824	266	1	the	the	DET
cana-3824	266	2	output	output	NOUN
cana-3824	266	3	of	of	ADP
cana-3824	266	4	the	the	DET
cana-3824	266	5	birnn	birnn	NOUN
cana-3824	266	6	layer	layer	NOUN
cana-3824	266	7	is	be	AUX
cana-3824	266	8	subsequently	subsequently	ADV
cana-3824	266	9	simultaneously	simultaneously	ADV
cana-3824	266	10	received	receive	VERB
cana-3824	266	11	by	by	ADP
cana-3824	266	12	the	the	DET
cana-3824	266	13	global	global	ADJ
cana-3824	266	14	average	average	ADJ
cana-3824	266	15	and	and	CCONJ
cana-3824	266	16	global	global	ADJ
cana-3824	266	17	maximum	maximum	ADJ
cana-3824	266	18	pooling	pool	VERB
cana-3824	266	19	layers	layer	NOUN
cana-3824	266	20	.	.	PUNCT
cana-3824	267	1	the	the	DET
cana-3824	267	2	next	next	ADJ
cana-3824	267	3	step	step	NOUN
cana-3824	267	4	's	's	PART
cana-3824	267	5	new	new	ADJ
cana-3824	267	6	input	input	NOUN
cana-3824	267	7	is	be	AUX
cana-3824	267	8	created	create	VERB
cana-3824	267	9	by	by	ADP
cana-3824	267	10	combining	combine	VERB
cana-3824	267	11	the	the	DET
cana-3824	267	12	outputs	output	NOUN
cana-3824	267	13	of	of	ADP
cana-3824	267	14	these	these	DET
cana-3824	267	15	two	two	NUM
cana-3824	267	16	layers	layer	NOUN
cana-3824	267	17	.	.	PUNCT
cana-3824	268	1	a	a	DET
cana-3824	268	2	feature	feature	NOUN
cana-3824	268	3	map	map	NOUN
cana-3824	268	4	grid	grid	NOUN
cana-3824	268	5	(	(	PUNCT
cana-3824	268	6	window	window	NOUN
cana-3824	268	7	)	)	PUNCT
cana-3824	268	8	or	or	CCONJ
cana-3824	268	9	several	several	ADJ
cana-3824	268	10	windows	window	NOUN
cana-3824	268	11	are	be	AUX
cana-3824	268	12	created	create	VERB
cana-3824	268	13	from	from	ADP
cana-3824	268	14	each	each	DET
cana-3824	268	15	input	input	NOUN
cana-3824	268	16	feature	feature	NOUN
cana-3824	268	17	map	map	NOUN
cana-3824	268	18	.	.	PUNCT
cana-3824	269	1	the	the	DET
cana-3824	269	2	mean	mean	NOUN
cana-3824	269	3	of	of	ADP
cana-3824	269	4	an	an	DET
cana-3824	269	5	n	n	ADV
cana-3824	269	6	-	-	PUNCT
cana-3824	269	7	sized	sized	ADJ
cana-3824	269	8	window	window	NOUN
cana-3824	269	9	is	be	AUX
cana-3824	269	10	determined	determine	VERB
cana-3824	269	11	by	by	ADP
cana-3824	269	12	the	the	DET
cana-3824	269	13	average	average	ADJ
cana-3824	269	14	pooling	pool	VERB
cana-3824	269	15	function	function	NOUN
cana-3824	269	16	in	in	ADP
cana-3824	269	17	the	the	DET
cana-3824	269	18	following	following	ADJ
cana-3824	269	19	manner	manner	NOUN
cana-3824	269	20	:	:	PUNCT
cana-3824	269	21	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡	SCONJ
cana-3824	269	22	𝑥1	𝑥1	NOUN
cana-3824	269	23	+	+	CCONJ
cana-3824	269	24	𝑥2	𝑥2	PROPN
cana-3824	269	25	+	+	NOUN
cana-3824	269	26	⋯+	⋯+	NOUN
cana-3824	269	27	𝑥𝑛	𝑥𝑛	VERB
cana-3824	269	28	𝑛	𝑛	PROPN
cana-3824	269	29	(	(	PUNCT
cana-3824	269	30	35	35	NUM
cana-3824	269	31	)	)	PUNCT
cana-3824	269	32	the	the	DET
cana-3824	269	33	input	input	NOUN
cana-3824	269	34	window	window	NOUN
cana-3824	269	35	's	's	PART
cana-3824	269	36	maximum	maximum	ADJ
cana-3824	269	37	value	value	NOUN
cana-3824	269	38	number	number	NOUN
cana-3824	269	39	is	be	AUX
cana-3824	269	40	selected	select	VERB
cana-3824	269	41	by	by	ADP
cana-3824	269	42	max	max	PROPN
cana-3824	269	43	-	-	PUNCT
cana-3824	269	44	pooling	pool	VERB
cana-3824	269	45	{	{	PUNCT
cana-3824	269	46	𝑥1	𝑥1	NOUN
cana-3824	269	47	,	,	PUNCT
cana-3824	269	48	.	.	PUNCT
cana-3824	269	49	.	.	PUNCT
cana-3824	270	1	𝑥𝑛	𝑥𝑛	NOUN
cana-3824	270	2	}	}	PUNCT
cana-3824	270	3	.	.	PUNCT
cana-3824	271	1	the	the	DET
cana-3824	271	2	objective	objective	NOUN
cana-3824	271	3	of	of	ADP
cana-3824	271	4	average	average	ADJ
cana-3824	271	5	and	and	CCONJ
cana-3824	271	6	maximising	maximise	VERB
cana-3824	271	7	the	the	DET
cana-3824	271	8	number	number	NOUN
cana-3824	271	9	of	of	ADP
cana-3824	271	10	dimensions	dimension	NOUN
cana-3824	271	11	in	in	ADP
cana-3824	271	12	the	the	DET
cana-3824	271	13	data	datum	NOUN
cana-3824	271	14	while	while	SCONJ
cana-3824	271	15	preserving	preserve	VERB
cana-3824	271	16	important	important	ADJ
cana-3824	271	17	information	information	NOUN
cana-3824	271	18	is	be	AUX
cana-3824	271	19	the	the	DET
cana-3824	271	20	goal	goal	NOUN
cana-3824	271	21	of	of	ADP
cana-3824	271	22	pooling	pool	VERB
cana-3824	271	23	[	[	X
cana-3824	271	24	25	25	NUM
cana-3824	271	25	]	]	PUNCT
cana-3824	271	26	.	.	PUNCT
cana-3824	272	1	the	the	DET
cana-3824	272	2	one	one	NUM
cana-3824	272	3	gru	gru	NOUN
cana-3824	272	4	cell	cell	NOUN
cana-3824	272	5	has	have	VERB
cana-3824	272	6	the	the	DET
cana-3824	272	7	following	follow	VERB
cana-3824	272	8	functions	function	NOUN
cana-3824	272	9	:	:	PUNCT
cana-3824	272	10	communications	communication	NOUN
cana-3824	272	11	on	on	ADP
cana-3824	272	12	applied	apply	VERB
cana-3824	272	13	nonlinear	nonlinear	ADJ
cana-3824	272	14	analysis	analysis	NOUN
cana-3824	272	15	issn	issn	NOUN
cana-3824	272	16	:	:	PUNCT
cana-3824	272	17	1074	1074	NUM
cana-3824	272	18	-	-	PUNCT
cana-3824	272	19	133x	133x	NUM
cana-3824	272	20	vol	vol	NOUN
cana-3824	272	21	32	32	NUM
cana-3824	272	22	no	no	NOUN
cana-3824	272	23	.	.	PUNCT
cana-3824	273	1	8s	8s	PROPN
cana-3824	273	2	(	(	PUNCT
cana-3824	273	3	2025	2025	NUM
cana-3824	273	4	)	)	PUNCT
cana-3824	273	5	822	822	NUM
cana-3824	273	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	273	7	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑧𝑡𝑖	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑧𝑡𝑖	X
cana-3824	273	8	=	=	SYM
cana-3824	273	9	𝜎(𝑊𝑥𝑧𝑥𝑡𝑖	𝜎(𝑊𝑥𝑧𝑥𝑡𝑖	NUM
cana-3824	273	10	+	+	ADJ
cana-3824	273	11	𝑊𝑠𝑧𝑠𝑡𝑖−1	𝑊𝑠𝑧𝑠𝑡𝑖−1	NOUN
cana-3824	273	12	+	+	CCONJ
cana-3824	273	13	𝑏𝑧	𝑏𝑧	NOUN
cana-3824	273	14	)	)	PUNCT
cana-3824	273	15	(	(	PUNCT
cana-3824	273	16	36	36	NUM
cana-3824	273	17	)	)	PUNCT
cana-3824	273	18	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑒𝑡𝑖	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑒𝑡𝑖	NOUN
cana-3824	273	19	=	=	SYM
cana-3824	273	20	𝜎(𝑊𝑥𝑒𝑥𝑡𝑖	𝜎(𝑊𝑥𝑒𝑥𝑡𝑖	NUM
cana-3824	274	1	+	+	NOUN
cana-3824	274	2	𝑊𝑠𝑒𝑠𝑡𝑖−1	𝑊𝑠𝑒𝑠𝑡𝑖−1	NOUN
cana-3824	274	3	+	+	SYM
cana-3824	274	4	𝑏𝑒	𝑏𝑒	NOUN
cana-3824	274	5	)	)	PUNCT
cana-3824	274	6	(	(	PUNCT
cana-3824	274	7	37	37	NUM
cana-3824	274	8	)	)	PUNCT
cana-3824	274	9	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑔𝑡𝑖	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑔𝑡𝑖	NOUN
cana-3824	274	10	=	=	SYM
cana-3824	274	11	tanh⁡(𝑊𝑥𝑔𝑥𝑡𝑖	tanh⁡(𝑊𝑥𝑔𝑥𝑡𝑖	PRON
cana-3824	274	12	+	+	PROPN
cana-3824	274	13	𝑊ℎ𝑔(𝑒𝑡𝑖⊙	𝑊ℎ𝑔(𝑒𝑡𝑖⊙	PROPN
cana-3824	274	14	ℎ𝑡𝑖−1	ℎ𝑡𝑖−1	PROPN
cana-3824	274	15	)	)	PUNCT
cana-3824	274	16	+	+	X
cana-3824	274	17	𝑏𝑔	𝑏𝑔	X
cana-3824	274	18	)	)	PUNCT
cana-3824	274	19	(	(	PUNCT
cana-3824	274	20	38	38	NUM
cana-3824	274	21	)	)	PUNCT
cana-3824	274	22	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑠𝑡𝑖	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑠𝑡𝑖	PROPN
cana-3824	274	23	=	=	SYM
cana-3824	274	24	(	(	PUNCT
cana-3824	274	25	1−	1−	NUM
cana-3824	274	26	𝑧𝑡𝑖	𝑧𝑡𝑖	NOUN
cana-3824	274	27	)	)	PUNCT
cana-3824	274	28	⊙	⊙	PROPN
cana-3824	275	1	𝑠𝑡𝑖−1	𝑠𝑡𝑖−1	PROPN
cana-3824	275	2	+	+	PROPN
cana-3824	275	3	𝑧𝑡𝑖	𝑧𝑡𝑖	NOUN
cana-3824	275	4	⊙𝑔𝑡𝑖	⊙𝑔𝑡𝑖	PROPN
cana-3824	275	5	.	.	PUNCT
cana-3824	276	1	(	(	PUNCT
cana-3824	276	2	39	39	NUM
cana-3824	276	3	)	)	PUNCT
cana-3824	276	4	where	where	SCONJ
cana-3824	276	5	𝑥𝑡𝑖	𝑥𝑡𝑖	NOUN
cana-3824	276	6	is	be	AUX
cana-3824	276	7	the	the	DET
cana-3824	276	8	gru	gru	NOUN
cana-3824	276	9	cell	cell	NOUN
cana-3824	276	10	's	's	PART
cana-3824	276	11	input	input	NOUN
cana-3824	276	12	at	at	ADP
cana-3824	276	13	that	that	DET
cana-3824	276	14	moment	moment	NOUN
cana-3824	276	15	𝑡𝑖.𝑊𝑥𝑔,𝑊𝑥𝑧	𝑡𝑖.𝑊𝑥𝑔,𝑊𝑥𝑧	PROPN
cana-3824	276	16	and	and	CCONJ
cana-3824	276	17	𝑊𝑥𝑒	𝑊𝑥𝑒	PROPN
cana-3824	276	18	are	be	AUX
cana-3824	276	19	the	the	DET
cana-3824	276	20	input	input	NOUN
cana-3824	276	21	-	-	PUNCT
cana-3824	276	22	receiving	receive	VERB
cana-3824	276	23	weight	weight	NOUN
cana-3824	276	24	matrices	matrix	NOUN
cana-3824	276	25	𝑋𝑡𝑖.𝑊𝑠𝑔,𝑊𝑠𝑒	𝑋𝑡𝑖.𝑊𝑠𝑔,𝑊𝑠𝑒	PROPN
cana-3824	276	26	and	and	CCONJ
cana-3824	276	27	𝑊𝑠𝑧	𝑊𝑠𝑧	PROPN
cana-3824	276	28	are	be	AUX
cana-3824	276	29	the	the	DET
cana-3824	276	30	weight	weight	NOUN
cana-3824	276	31	matrices	matrix	NOUN
cana-3824	276	32	with	with	ADP
cana-3824	276	33	the	the	DET
cana-3824	276	34	prior	prior	ADJ
cana-3824	276	35	cell	cell	NOUN
cana-3824	276	36	state	state	NOUN
cana-3824	276	37	vector	vector	NOUN
cana-3824	276	38	as	as	ADP
cana-3824	276	39	their	their	PRON
cana-3824	276	40	input	input	NOUN
cana-3824	276	41	.	.	PUNCT
cana-3824	277	1	tanh	tanh	NOUN
cana-3824	277	2	is	be	AUX
cana-3824	277	3	an	an	DET
cana-3824	277	4	activation	activation	NOUN
cana-3824	277	5	function	function	NOUN
cana-3824	277	6	for	for	ADP
cana-3824	277	7	hyperbolic	hyperbolic	ADJ
cana-3824	277	8	tangents	tangent	NOUN
cana-3824	277	9	,	,	PUNCT
cana-3824	277	10	and	and	CCONJ
cana-3824	277	11	𝜎	𝜎	PROPN
cana-3824	277	12	is	be	AUX
cana-3824	277	13	an	an	DET
cana-3824	277	14	activation	activation	NOUN
cana-3824	277	15	function	function	NOUN
cana-3824	277	16	for	for	ADP
cana-3824	277	17	sigmoid	sigmoid	NOUN
cana-3824	277	18	.	.	PUNCT
cana-3824	278	1	𝑏𝑒	𝑏𝑒	INTJ
cana-3824	278	2	,	,	PUNCT
cana-3824	278	3	𝑏𝑔	𝑏𝑔	PROPN
cana-3824	278	4	,	,	PUNCT
cana-3824	278	5	and	and	CCONJ
cana-3824	278	6	𝑏𝑧	𝑏𝑧	VERB
cana-3824	278	7	the	the	DET
cana-3824	278	8	bias	bias	NOUN
cana-3824	278	9	units	unit	NOUN
cana-3824	278	10	.	.	PUNCT
cana-3824	279	1	𝑠𝑡𝑖	𝑠𝑡𝑖	PROPN
cana-3824	279	2	is	be	AUX
cana-3824	279	3	the	the	DET
cana-3824	279	4	result	result	NOUN
cana-3824	279	5	at	at	ADP
cana-3824	279	6	that	that	DET
cana-3824	279	7	moment	moment	NOUN
cana-3824	279	8	𝑡𝑖.	𝑡𝑖.	PROPN
cana-3824	279	9	⊙	⊙	PROPN
cana-3824	279	10	alludes	allude	VERB
cana-3824	279	11	to	to	ADP
cana-3824	279	12	the	the	DET
cana-3824	279	13	hadamard	hadamard	ADJ
cana-3824	279	14	item	item	NOUN
cana-3824	280	1	[	[	X
cana-3824	280	2	26	26	NUM
cana-3824	280	3	]	]	PUNCT
cana-3824	280	4	.	.	PUNCT
cana-3824	281	1	each	each	DET
cana-3824	281	2	grn	grn	PROPN
cana-3824	281	3	cell	cell	NOUN
cana-3824	281	4	in	in	ADP
cana-3824	281	5	a	a	DET
cana-3824	281	6	birnn	birnn	NOUN
cana-3824	281	7	computes	compute	VERB
cana-3824	281	8	the	the	DET
cana-3824	281	9	hidden	hidden	ADJ
cana-3824	281	10	state	state	NOUN
cana-3824	281	11	moving	move	VERB
cana-3824	281	12	forward	forward	ADV
cana-3824	281	13	𝑠𝑡𝑖−1⃗⃗	𝑠𝑡𝑖−1⃗⃗	PROPN
cana-3824	281	14	⃗⃗	⃗⃗	PROPN
cana-3824	281	15	⃗⃗	⃗⃗	PROPN
cana-3824	281	16	⃗⃗	⃗⃗	PROPN
cana-3824	281	17	and	and	CCONJ
cana-3824	281	18	the	the	DET
cana-3824	281	19	reverse	reverse	ADJ
cana-3824	281	20	path	path	NOUN
cana-3824	281	21	𝑠𝑡𝑖+1⃖⃗	𝑠𝑡𝑖+1⃖⃗	PRON
cana-3824	281	22	⃗⃗	⃗⃗	PROPN
cana-3824	281	23	⃗⃗	⃗⃗	PROPN
cana-3824	281	24	⃗⃗	⃗⃗	PROPN
cana-3824	281	25	⃗	⃗	PROPN
cana-3824	281	26	as	as	ADP
cana-3824	281	27	a	a	DET
cana-3824	281	28	result	result	NOUN
cana-3824	281	29	,	,	PUNCT
cana-3824	281	30	features	feature	VERB
cana-3824	281	31	that	that	PRON
cana-3824	281	32	benefit	benefit	VERB
cana-3824	281	33	the	the	DET
cana-3824	281	34	bigru	bigru	NOUN
cana-3824	281	35	in	in	ADP
cana-3824	281	36	both	both	DET
cana-3824	281	37	directions	direction	NOUN
cana-3824	281	38	.	.	PUNCT
cana-3824	282	1	the	the	DET
cana-3824	282	2	concept	concept	NOUN
cana-3824	282	3	of	of	ADP
cana-3824	282	4	birnns	birnns	PROPN
cana-3824	282	5	is	be	AUX
cana-3824	282	6	explained	explain	VERB
cana-3824	282	7	by	by	ADP
cana-3824	282	8	the	the	DET
cana-3824	282	9	following	follow	VERB
cana-3824	282	10	equation	equation	NOUN
cana-3824	282	11	.	.	PUNCT
cana-3824	283	1	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑠𝑡𝑖	⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡𝑠𝑡𝑖	X
cana-3824	284	1	=	=	PUNCT
cana-3824	284	2	𝑠𝑡𝑖−1⃗⃗	𝑠𝑡𝑖−1⃗⃗	NUM
cana-3824	284	3	⃗⃗	⃗⃗	PROPN
cana-3824	284	4	⃗⃗	⃗⃗	PROPN
cana-3824	284	5	⃗⃗	⃗⃗	PROPN
cana-3824	284	6	⁡⊕⁡𝑠𝑡𝑖+1⃖⃗	⁡⊕⁡𝑠𝑡𝑖+1⃖⃗	ADP
cana-3824	284	7	⃗⃗	⃗⃗	PROPN
cana-3824	284	8	⃗⃗	⃗⃗	PROPN
cana-3824	284	9	⃗⃗	⃗⃗	PROPN
cana-3824	284	10	⃗	⃗	PROPN
cana-3824	284	11	(	(	PUNCT
cana-3824	284	12	40	40	NUM
cana-3824	284	13	)	)	PUNCT
cana-3824	284	14	where	where	SCONJ
cana-3824	284	15	⊕	⊕	PROPN
cana-3824	284	16	represents	represent	VERB
cana-3824	284	17	the	the	DET
cana-3824	284	18	elementwise	elementwise	ADJ
cana-3824	284	19	sum	sum	NOUN
cana-3824	284	20	of	of	ADP
cana-3824	284	21	the	the	DET
cana-3824	284	22	two	two	NUM
cana-3824	284	23	vectors	vector	NOUN
cana-3824	284	24	in	in	ADP
cana-3824	284	25	the	the	DET
cana-3824	284	26	left	left	ADJ
cana-3824	284	27	and	and	CCONJ
cana-3824	284	28	right	right	ADJ
cana-3824	284	29	directions	direction	NOUN
cana-3824	284	30	.	.	PUNCT
cana-3824	285	1	4	4	X
cana-3824	285	2	.	.	NOUN
cana-3824	285	3	results	result	NOUN
cana-3824	285	4	and	and	CCONJ
cana-3824	285	5	discussions	discussion	NOUN
cana-3824	285	6	experimental	experimental	ADJ
cana-3824	285	7	setup	setup	NOUN
cana-3824	285	8	python	python	NOUN
cana-3824	285	9	was	be	AUX
cana-3824	285	10	utilised	utilise	VERB
cana-3824	285	11	in	in	ADP
cana-3824	285	12	the	the	DET
cana-3824	285	13	implementation	implementation	NOUN
cana-3824	285	14	of	of	ADP
cana-3824	285	15	the	the	DET
cana-3824	285	16	suggested	suggest	VERB
cana-3824	285	17	approach	approach	NOUN
cana-3824	285	18	.	.	PUNCT
cana-3824	286	1	a	a	DET
cana-3824	286	2	number	number	NOUN
cana-3824	286	3	of	of	ADP
cana-3824	286	4	python	python	NOUN
cana-3824	286	5	libraries	library	NOUN
cana-3824	286	6	were	be	AUX
cana-3824	286	7	used	use	VERB
cana-3824	286	8	for	for	ADP
cana-3824	286	9	preprocessing	preprocessing	NOUN
cana-3824	286	10	,	,	PUNCT
cana-3824	286	11	cleaning	clean	VERB
cana-3824	286	12	the	the	DET
cana-3824	286	13	data	datum	NOUN
cana-3824	286	14	,	,	PUNCT
cana-3824	286	15	and	and	CCONJ
cana-3824	286	16	implementing	implement	VERB
cana-3824	286	17	the	the	DET
cana-3824	286	18	model	model	NOUN
cana-3824	286	19	.	.	PUNCT
cana-3824	287	1	the	the	DET
cana-3824	287	2	scikit	scikit	NOUN
cana-3824	287	3	-	-	PUNCT
cana-3824	287	4	learn	learn	NOUN
cana-3824	287	5	library	library	NOUN
cana-3824	287	6	was	be	AUX
cana-3824	287	7	used	use	VERB
cana-3824	287	8	to	to	PART
cana-3824	287	9	assess	assess	VERB
cana-3824	287	10	the	the	DET
cana-3824	287	11	deep	deep	ADJ
cana-3824	287	12	learning	learning	NOUN
cana-3824	287	13	model	model	NOUN
cana-3824	287	14	after	after	SCONJ
cana-3824	287	15	it	it	PRON
cana-3824	287	16	was	be	AUX
cana-3824	287	17	put	put	VERB
cana-3824	287	18	into	into	ADP
cana-3824	287	19	practice	practice	NOUN
cana-3824	287	20	using	use	VERB
cana-3824	287	21	the	the	DET
cana-3824	287	22	keras	keras	PROPN
cana-3824	287	23	library	library	NOUN
cana-3824	287	24	.	.	PUNCT
cana-3824	288	1	rather	rather	ADV
cana-3824	288	2	than	than	ADP
cana-3824	288	3	utilising	utilise	VERB
cana-3824	288	4	a	a	DET
cana-3824	288	5	graphics	graphic	NOUN
cana-3824	288	6	processing	processing	NOUN
cana-3824	288	7	unit	unit	NOUN
cana-3824	288	8	,	,	PUNCT
cana-3824	288	9	it	it	PRON
cana-3824	288	10	employed	employ	VERB
cana-3824	288	11	the	the	DET
cana-3824	288	12	tensor	tensor	NOUN
cana-3824	288	13	cloud	cloud	NOUN
cana-3824	288	14	-	-	PUNCT
cana-3824	288	15	based	base	VERB
cana-3824	288	16	python	python	NOUN
cana-3824	288	17	notebook	notebook	NOUN
cana-3824	288	18	designed	design	VERB
cana-3824	288	19	to	to	PART
cana-3824	288	20	foster	foster	VERB
cana-3824	288	21	teamwork	teamwork	NOUN
cana-3824	288	22	.	.	PUNCT
cana-3824	289	1	table	table	NOUN
cana-3824	289	2	1	1	NUM
cana-3824	289	3	lists	list	VERB
cana-3824	289	4	the	the	DET
cana-3824	289	5	parameters	parameter	NOUN
cana-3824	289	6	taken	take	VERB
cana-3824	289	7	into	into	ADP
cana-3824	289	8	account	account	NOUN
cana-3824	289	9	when	when	SCONJ
cana-3824	289	10	setting	set	VERB
cana-3824	289	11	up	up	ADP
cana-3824	289	12	the	the	DET
cana-3824	289	13	simulation	simulation	NOUN
cana-3824	289	14	.	.	PUNCT
cana-3824	290	1	table	table	NOUN
cana-3824	290	2	1	1	NUM
cana-3824	290	3	.	.	PUNCT
cana-3824	290	4	configuration	configuration	NOUN
cana-3824	290	5	parameters	parameter	NOUN
cana-3824	290	6	for	for	ADP
cana-3824	290	7	the	the	DET
cana-3824	290	8	simulation	simulation	NOUN
cana-3824	290	9	.	.	PUNCT
cana-3824	291	1	parameters	parameter	NOUN
cana-3824	291	2	value	value	VERB
cana-3824	291	3	number	number	NOUN
cana-3824	291	4	of	of	ADP
cana-3824	291	5	nodes	node	NOUN
cana-3824	291	6	500	500	NUM
cana-3824	291	7	deployment	deployment	NOUN
cana-3824	291	8	area	area	NOUN
cana-3824	291	9	500	500	NUM
cana-3824	291	10	×	×	NOUN
cana-3824	291	11	500	500	NUM
cana-3824	291	12	total	total	ADJ
cana-3824	291	13	clusters	cluster	NOUN
cana-3824	291	14	6	6	NUM
cana-3824	291	15	packet	packet	NOUN
cana-3824	291	16	size	size	NOUN
cana-3824	291	17	512	512	NUM
cana-3824	291	18	bytes	byte	NOUN
cana-3824	291	19	packet	packet	NOUN
cana-3824	291	20	sending	send	VERB
cana-3824	291	21	rate	rate	NOUN
cana-3824	291	22	1	1	NUM
cana-3824	291	23	packet	packet	NOUN
cana-3824	291	24	/	/	SYM
cana-3824	291	25	s	s	PART
cana-3824	291	26	initial	initial	ADJ
cana-3824	291	27	energy	energy	NOUN
cana-3824	291	28	0.5j	0.5j	NOUN
cana-3824	291	29	data	data	NOUN
cana-3824	291	30	testers	tester	VERB
cana-3824	291	31	55	55	NUM
cana-3824	291	32	performance	performance	NOUN
cana-3824	291	33	metrics	metric	NOUN
cana-3824	291	34	packet	packet	NOUN
cana-3824	291	35	delivery	delivery	NOUN
cana-3824	291	36	ratio	ratio	NOUN
cana-3824	291	37	(	(	PUNCT
cana-3824	291	38	pdr	pdr	PROPN
cana-3824	291	39	):	):	PUNCT
cana-3824	291	40	pdr	pdr	PROPN
cana-3824	291	41	=	=	NOUN
cana-3824	291	42	number	number	NOUN
cana-3824	291	43	of	of	ADP
cana-3824	291	44	packets	packet	NOUN
cana-3824	291	45	received	receive	VERB
cana-3824	291	46	number	number	NOUN
cana-3824	291	47	of	of	ADP
cana-3824	291	48	packets	packet	NOUN
cana-3824	291	49	sent	send	VERB
cana-3824	291	50	×	×	PROPN
cana-3824	291	51	100	100	NUM
cana-3824	291	52	%	%	NOUN
cana-3824	291	53	(	(	PUNCT
cana-3824	291	54	41	41	NUM
cana-3824	291	55	)	)	PUNCT
cana-3824	291	56	packet	packet	NOUN
cana-3824	291	57	delay	delay	NOUN
cana-3824	291	58	:	:	PUNCT
cana-3824	291	59	packet	packet	NOUN
cana-3824	291	60	delay	delay	NOUN
cana-3824	291	61	=	=	SYM
cana-3824	291	62	total	total	ADJ
cana-3824	291	63	time	time	NOUN
cana-3824	291	64	taken	take	VERB
cana-3824	291	65	for	for	ADP
cana-3824	291	66	all	all	DET
cana-3824	291	67	packets	packet	NOUN
cana-3824	291	68	to	to	PART
cana-3824	291	69	reach	reach	VERB
cana-3824	291	70	destination	destination	NOUN
cana-3824	291	71	number	number	NOUN
cana-3824	291	72	of	of	ADP
cana-3824	291	73	packets	packet	NOUN
cana-3824	291	74	sent	send	VERB
cana-3824	291	75	(	(	PUNCT
cana-3824	291	76	42	42	NUM
cana-3824	291	77	)	)	PUNCT
cana-3824	291	78	throughput	throughput	NOUN
cana-3824	291	79	:	:	PUNCT
cana-3824	291	80	throughput	throughput	NOUN
cana-3824	291	81	=	=	SYM
cana-3824	291	82	total	total	NOUN
cana-3824	291	83	amount	amount	NOUN
cana-3824	291	84	of	of	ADP
cana-3824	291	85	datatransferred	datatransferre	VERB
cana-3824	291	86	total	total	ADJ
cana-3824	291	87	time	time	NOUN
cana-3824	291	88	taken	take	VERB
cana-3824	291	89	(	(	PUNCT
cana-3824	291	90	43	43	NUM
cana-3824	291	91	)	)	PUNCT
cana-3824	291	92	power	power	NOUN
cana-3824	291	93	consumption	consumption	NOUN
cana-3824	291	94	:	:	PUNCT
cana-3824	291	95	communications	communication	NOUN
cana-3824	291	96	on	on	ADP
cana-3824	291	97	applied	apply	VERB
cana-3824	291	98	nonlinear	nonlinear	ADJ
cana-3824	291	99	analysis	analysis	NOUN
cana-3824	291	100	issn	issn	NOUN
cana-3824	291	101	:	:	PUNCT
cana-3824	291	102	1074	1074	NUM
cana-3824	291	103	-	-	PUNCT
cana-3824	291	104	133x	133x	NUM
cana-3824	291	105	vol	vol	NOUN
cana-3824	291	106	32	32	NUM
cana-3824	291	107	no	no	NOUN
cana-3824	291	108	.	.	PUNCT
cana-3824	292	1	8s	8s	PROPN
cana-3824	292	2	(	(	PUNCT
cana-3824	292	3	2025	2025	NUM
cana-3824	292	4	)	)	PUNCT
cana-3824	292	5	823	823	NUM
cana-3824	292	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	292	7	power	power	NOUN
cana-3824	292	8	consumption	consumption	NOUN
cana-3824	292	9	=	=	PUNCT
cana-3824	292	10	voltage	voltage	NOUN
cana-3824	292	11	×	×	NOUN
cana-3824	292	12	current	current	ADJ
cana-3824	292	13	×	×	NOUN
cana-3824	292	14	time	time	NOUN
cana-3824	292	15	(	(	PUNCT
cana-3824	292	16	44	44	NUM
cana-3824	292	17	)	)	PUNCT
cana-3824	292	18	accuracy	accuracy	NOUN
cana-3824	292	19	:	:	PUNCT
cana-3824	292	20	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦⁡(𝐴𝐶𝐶	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦⁡(𝐴𝐶𝐶	X
cana-3824	292	21	)	)	PUNCT
cana-3824	292	22	=	=	PUNCT
cana-3824	293	1	𝑁𝑜.𝑜𝑓⁡𝑐𝑜𝑟𝑟𝑒𝑐𝑡𝑙𝑦⁡𝑒𝑥𝑝𝑟𝑒𝑠𝑠𝑖𝑜𝑛𝑠	𝑁𝑜.𝑜𝑓⁡𝑐𝑜𝑟𝑟𝑒𝑐𝑡𝑙𝑦⁡𝑒𝑥𝑝𝑟𝑒𝑠𝑠𝑖𝑜𝑛𝑠	PRON
cana-3824	293	2	𝑇𝑜𝑡𝑎𝑙⁡𝑛𝑜.𝑜𝑓⁡𝑖𝑚𝑎𝑔𝑒𝑠	𝑇𝑜𝑡𝑎𝑙⁡𝑛𝑜.𝑜𝑓⁡𝑖𝑚𝑎𝑔𝑒𝑠	NOUN
cana-3824	293	3	×	×	NOUN
cana-3824	293	4	100	100	NUM
cana-3824	293	5	(	(	PUNCT
cana-3824	293	6	31	31	NUM
cana-3824	293	7	)	)	PUNCT
cana-3824	293	8	precision	precision	NOUN
cana-3824	293	9	:	:	PUNCT
cana-3824	293	10	𝑝𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛⁡(𝑃𝑅	𝑝𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛⁡(𝑃𝑅	X
cana-3824	293	11	)	)	PUNCT
cana-3824	293	12	=	=	SYM
cana-3824	293	13	𝑇𝑃	𝑇𝑃	PROPN
cana-3824	293	14	𝑇𝑃+𝐹𝑃	𝑇𝑃+𝐹𝑃	NOUN
cana-3824	293	15	×	×	NOUN
cana-3824	293	16	100	100	NUM
cana-3824	293	17	(	(	PUNCT
cana-3824	293	18	32	32	NUM
cana-3824	293	19	)	)	PUNCT
cana-3824	293	20	f1	f1	NOUN
cana-3824	293	21	-	-	PUNCT
cana-3824	293	22	score	score	NOUN
cana-3824	293	23	:	:	PUNCT
cana-3824	293	24	𝐹1−	𝐹1−	PROPN
cana-3824	293	25	𝑠𝑐𝑜𝑟𝑒⁡(𝐹1	𝑠𝑐𝑜𝑟𝑒⁡(𝐹1	PROPN
cana-3824	293	26	)	)	PUNCT
cana-3824	293	27	=	=	SYM
cana-3824	293	28	2	2	NUM
cana-3824	293	29	×	×	NOUN
cana-3824	293	30	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛×𝑅𝑒𝑐𝑎𝑙𝑙	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛×𝑅𝑒𝑐𝑎𝑙𝑙	NOUN
cana-3824	293	31	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛+𝑅𝑒𝑐𝑎𝑙𝑙	𝑃𝑟𝑒𝑐𝑖𝑠𝑖𝑜𝑛+𝑅𝑒𝑐𝑎𝑙𝑙	ADJ
cana-3824	293	32	×	×	NOUN
cana-3824	293	33	100	100	NUM
cana-3824	293	34	(	(	PUNCT
cana-3824	293	35	33	33	NUM
cana-3824	293	36	)	)	PUNCT
cana-3824	293	37	recall	recall	NOUN
cana-3824	293	38	:	:	PUNCT
cana-3824	293	39	𝑅𝑒𝑐𝑎𝑙𝑙⁡(𝑅𝐶	𝑅𝑒𝑐𝑎𝑙𝑙⁡(𝑅𝐶	ADV
cana-3824	293	40	)	)	PUNCT
cana-3824	293	41	=	=	SYM
cana-3824	293	42	𝑇𝑃	𝑇𝑃	NOUN
cana-3824	293	43	𝑇𝑃+𝐹𝑁	𝑇𝑃+𝐹𝑁	NOUN
cana-3824	293	44	×	×	NOUN
cana-3824	293	45	100	100	NUM
cana-3824	293	46	(	(	PUNCT
cana-3824	293	47	34	34	NUM
cana-3824	293	48	)	)	PUNCT
cana-3824	293	49	specificity	specificity	NOUN
cana-3824	293	50	:	:	PUNCT
cana-3824	293	51	𝑆𝑝𝑒𝑐𝑖𝑓𝑖𝑐𝑖𝑡𝑦⁡(𝑆𝑃	𝑆𝑝𝑒𝑐𝑖𝑓𝑖𝑐𝑖𝑡𝑦⁡(𝑆𝑃	NOUN
cana-3824	293	52	)	)	PUNCT
cana-3824	293	53	=	=	SYM
cana-3824	293	54	𝑇𝑁	𝑇𝑁	ADJ
cana-3824	293	55	𝑇𝑁+𝐹𝑃	𝑇𝑁+𝐹𝑃	NOUN
cana-3824	293	56	×	×	NOUN
cana-3824	293	57	100	100	NUM
cana-3824	293	58	(	(	PUNCT
cana-3824	293	59	35	35	NUM
cana-3824	293	60	)	)	PUNCT
cana-3824	293	61	clustering	clustering	ADJ
cana-3824	293	62	evaluation	evaluation	NOUN
cana-3824	293	63	table	table	NOUN
cana-3824	293	64	2	2	NUM
cana-3824	293	65	-	-	SYM
cana-3824	293	66	5	5	NUM
cana-3824	293	67	shows	show	VERB
cana-3824	293	68	the	the	DET
cana-3824	293	69	performance	performance	NOUN
cana-3824	293	70	analysis	analysis	NOUN
cana-3824	293	71	of	of	ADP
cana-3824	293	72	the	the	DET
cana-3824	293	73	projected	project	VERB
cana-3824	293	74	kgmo	kgmo	NOUN
cana-3824	293	75	based	base	VERB
cana-3824	293	76	mrsa	mrsa	NOUN
cana-3824	293	77	with	with	ADP
cana-3824	293	78	various	various	ADJ
cana-3824	293	79	number	number	NOUN
cana-3824	293	80	of	of	ADP
cana-3824	293	81	nodes	node	NOUN
cana-3824	293	82	.	.	PUNCT
cana-3824	294	1	table	table	NOUN
cana-3824	294	2	2	2	NUM
cana-3824	294	3	:	:	PUNCT
cana-3824	294	4	pdr	pdr	PROPN
cana-3824	294	5	validation	validation	NOUN
cana-3824	294	6	models	model	NOUN
cana-3824	294	7	100	100	NUM
cana-3824	294	8	200	200	NUM
cana-3824	294	9	300	300	NUM
cana-3824	294	10	400	400	NUM
cana-3824	294	11	500	500	NUM
cana-3824	294	12	rsa	rsa	NOUN
cana-3824	294	13	0.94	0.94	NUM
cana-3824	294	14	0.93	0.93	NUM
cana-3824	294	15	0.92	0.92	NUM
cana-3824	294	16	0.91	0.91	NUM
cana-3824	294	17	0.90	0.90	NUM
cana-3824	294	18	mrsa	mrsa	NOUN
cana-3824	295	1	0.95	0.95	NUM
cana-3824	295	2	0.94	0.94	NUM
cana-3824	295	3	0.93	0.93	NUM
cana-3824	295	4	0.92	0.92	NUM
cana-3824	295	5	0.91	0.91	NUM
cana-3824	295	6	kgmo	kgmo	NOUN
cana-3824	295	7	0.97	0.97	NUM
cana-3824	295	8	0.96	0.96	NUM
cana-3824	295	9	0.95	0.95	NUM
cana-3824	295	10	0.94	0.94	NUM
cana-3824	295	11	0.93	0.93	NUM
cana-3824	295	12	proposed	propose	VERB
cana-3824	295	13	kgmo	kgmo	NOUN
cana-3824	295	14	based	base	VERB
cana-3824	295	15	mrsa	mrsa	NOUN
cana-3824	295	16	0.99	0.99	NUM
cana-3824	295	17	0.98	0.98	NUM
cana-3824	295	18	0.97	0.97	NUM
cana-3824	295	19	0.96	0.96	NUM
cana-3824	295	20	0.95	0.95	NUM
cana-3824	295	21	in	in	ADP
cana-3824	295	22	table	table	NOUN
cana-3824	295	23	2	2	NUM
cana-3824	295	24	and	and	CCONJ
cana-3824	295	25	figure	figure	NOUN
cana-3824	295	26	3	3	NUM
cana-3824	295	27	,	,	PUNCT
cana-3824	295	28	the	the	DET
cana-3824	295	29	packet	packet	NOUN
cana-3824	295	30	delivery	delivery	NOUN
cana-3824	295	31	ratio	ratio	NOUN
cana-3824	295	32	(	(	PUNCT
cana-3824	295	33	pdr	pdr	PROPN
cana-3824	295	34	)	)	PUNCT
cana-3824	295	35	validation	validation	NOUN
cana-3824	295	36	results	result	NOUN
cana-3824	295	37	for	for	ADP
cana-3824	295	38	various	various	ADJ
cana-3824	295	39	models	model	NOUN
cana-3824	295	40	across	across	ADP
cana-3824	295	41	different	different	ADJ
cana-3824	295	42	nodes	node	NOUN
cana-3824	295	43	are	be	AUX
cana-3824	295	44	presented	present	VERB
cana-3824	295	45	.	.	PUNCT
cana-3824	296	1	the	the	DET
cana-3824	296	2	models	model	NOUN
cana-3824	296	3	evaluated	evaluate	VERB
cana-3824	296	4	include	include	VERB
cana-3824	296	5	the	the	DET
cana-3824	296	6	reptile	reptile	NOUN
cana-3824	296	7	search	search	NOUN
cana-3824	296	8	algorithm	algorithm	NOUN
cana-3824	296	9	(	(	PUNCT
cana-3824	296	10	rsa	rsa	PROPN
cana-3824	296	11	)	)	PUNCT
cana-3824	296	12	,	,	PUNCT
cana-3824	296	13	which	which	PRON
cana-3824	296	14	achieved	achieve	VERB
cana-3824	296	15	pdr	pdr	PROPN
cana-3824	296	16	values	value	NOUN
cana-3824	296	17	of	of	ADP
cana-3824	296	18	0.94	0.94	NUM
cana-3824	296	19	,	,	PUNCT
cana-3824	296	20	0.93	0.93	NUM
cana-3824	296	21	,	,	PUNCT
cana-3824	296	22	0.92	0.92	NUM
cana-3824	296	23	,	,	PUNCT
cana-3824	296	24	0.91	0.91	NUM
cana-3824	296	25	,	,	PUNCT
cana-3824	296	26	and	and	CCONJ
cana-3824	296	27	0.90	0.90	NUM
cana-3824	296	28	for	for	ADP
cana-3824	296	29	nodes	node	NOUN
cana-3824	296	30	of	of	ADP
cana-3824	296	31	100	100	NUM
cana-3824	296	32	,	,	PUNCT
cana-3824	296	33	200	200	NUM
cana-3824	296	34	,	,	PUNCT
cana-3824	296	35	300	300	NUM
cana-3824	296	36	,	,	PUNCT
cana-3824	296	37	400	400	NUM
cana-3824	296	38	,	,	PUNCT
cana-3824	296	39	and	and	CCONJ
cana-3824	296	40	500	500	NUM
cana-3824	296	41	nodes	node	NOUN
cana-3824	296	42	respectively	respectively	ADV
cana-3824	296	43	.	.	PUNCT
cana-3824	297	1	the	the	DET
cana-3824	297	2	modified	modify	VERB
cana-3824	297	3	reptile	reptile	NOUN
cana-3824	297	4	search	search	NOUN
cana-3824	297	5	algorithm	algorithm	NOUN
cana-3824	297	6	(	(	PUNCT
cana-3824	297	7	mrsa	mrsa	NOUN
cana-3824	297	8	)	)	PUNCT
cana-3824	297	9	exhibited	exhibit	VERB
cana-3824	297	10	slightly	slightly	ADV
cana-3824	297	11	higher	high	ADJ
cana-3824	297	12	pdr	pdr	PROPN
cana-3824	297	13	values	value	NOUN
cana-3824	297	14	,	,	PUNCT
cana-3824	297	15	with	with	ADP
cana-3824	297	16	measurements	measurement	NOUN
cana-3824	297	17	of	of	ADP
cana-3824	297	18	0.95	0.95	NUM
cana-3824	297	19	,	,	PUNCT
cana-3824	297	20	0.94	0.94	NUM
cana-3824	297	21	,	,	PUNCT
cana-3824	297	22	0.93	0.93	NUM
cana-3824	297	23	,	,	PUNCT
cana-3824	297	24	0.92	0.92	NUM
cana-3824	297	25	,	,	PUNCT
cana-3824	297	26	and	and	CCONJ
cana-3824	297	27	0.91	0.91	NUM
cana-3824	297	28	for	for	ADP
cana-3824	297	29	the	the	DET
cana-3824	297	30	same	same	ADJ
cana-3824	297	31	respective	respective	ADJ
cana-3824	297	32	network	network	NOUN
cana-3824	297	33	sizes	size	NOUN
cana-3824	297	34	.	.	PUNCT
cana-3824	298	1	meanwhile	meanwhile	ADV
cana-3824	298	2	,	,	PUNCT
cana-3824	298	3	the	the	DET
cana-3824	298	4	kinetic	kinetic	ADJ
cana-3824	298	5	gas	gas	NOUN
cana-3824	298	6	molecules	molecule	NOUN
cana-3824	298	7	optimization	optimization	NOUN
cana-3824	298	8	(	(	PUNCT
cana-3824	298	9	kgmo	kgmo	NOUN
cana-3824	298	10	)	)	PUNCT
cana-3824	298	11	algorithm	algorithm	NOUN
cana-3824	298	12	demonstrated	demonstrate	VERB
cana-3824	298	13	even	even	ADV
cana-3824	298	14	better	well	ADJ
cana-3824	298	15	performance	performance	NOUN
cana-3824	298	16	,	,	PUNCT
cana-3824	298	17	yielding	yield	VERB
cana-3824	298	18	pdr	pdr	PROPN
cana-3824	298	19	values	value	NOUN
cana-3824	298	20	of	of	ADP
cana-3824	298	21	0.97	0.97	NUM
cana-3824	298	22	,	,	PUNCT
cana-3824	298	23	0.96	0.96	NUM
cana-3824	298	24	,	,	PUNCT
cana-3824	298	25	0.95	0.95	NUM
cana-3824	298	26	,	,	PUNCT
cana-3824	298	27	0.94	0.94	NUM
cana-3824	298	28	,	,	PUNCT
cana-3824	298	29	and	and	CCONJ
cana-3824	298	30	0.93	0.93	NUM
cana-3824	298	31	.	.	PUNCT
cana-3824	299	1	notably	notably	ADV
cana-3824	299	2	,	,	PUNCT
cana-3824	299	3	the	the	DET
cana-3824	299	4	proposed	propose	VERB
cana-3824	299	5	approach	approach	NOUN
cana-3824	299	6	,	,	PUNCT
cana-3824	299	7	leveraging	leverage	VERB
cana-3824	299	8	a	a	DET
cana-3824	299	9	kgmo	kgmo	NOUN
cana-3824	299	10	based	base	VERB
cana-3824	299	11	modified	modify	VERB
cana-3824	299	12	reptile	reptile	NOUN
cana-3824	299	13	search	search	NOUN
cana-3824	299	14	algorithm	algorithm	NOUN
cana-3824	299	15	,	,	PUNCT
cana-3824	299	16	showcased	showcase	VERB
cana-3824	299	17	superior	superior	ADJ
cana-3824	299	18	pdr	pdr	PROPN
cana-3824	299	19	values	value	NOUN
cana-3824	299	20	across	across	ADP
cana-3824	299	21	all	all	DET
cana-3824	299	22	nodes	node	NOUN
cana-3824	299	23	,	,	PUNCT
cana-3824	299	24	reaching	reach	VERB
cana-3824	299	25	0.99	0.99	NUM
cana-3824	299	26	,	,	PUNCT
cana-3824	299	27	0.98	0.98	NUM
cana-3824	299	28	,	,	PUNCT
cana-3824	299	29	0.97	0.97	NUM
cana-3824	299	30	,	,	PUNCT
cana-3824	299	31	0.96	0.96	NUM
cana-3824	299	32	,	,	PUNCT
cana-3824	299	33	and	and	CCONJ
cana-3824	299	34	0.95	0.95	NUM
cana-3824	299	35	correspondingly	correspondingly	ADV
cana-3824	299	36	.	.	PUNCT
cana-3824	300	1	these	these	DET
cana-3824	300	2	results	result	NOUN
cana-3824	300	3	underscore	underscore	VERB
cana-3824	300	4	the	the	DET
cana-3824	300	5	efficacy	efficacy	NOUN
cana-3824	300	6	of	of	ADP
cana-3824	300	7	the	the	DET
cana-3824	300	8	proposed	propose	VERB
cana-3824	300	9	method	method	NOUN
cana-3824	300	10	in	in	ADP
cana-3824	300	11	significantly	significantly	ADV
cana-3824	300	12	enhancing	enhance	VERB
cana-3824	300	13	packet	packet	NOUN
cana-3824	300	14	delivery	delivery	NOUN
cana-3824	300	15	reliability	reliability	NOUN
cana-3824	300	16	compared	compare	VERB
cana-3824	300	17	to	to	ADP
cana-3824	300	18	conventional	conventional	ADJ
cana-3824	300	19	algorithms	algorithm	NOUN
cana-3824	300	20	.	.	PUNCT
cana-3824	301	1	communications	communication	NOUN
cana-3824	301	2	on	on	ADP
cana-3824	301	3	applied	apply	VERB
cana-3824	301	4	nonlinear	nonlinear	ADJ
cana-3824	301	5	analysis	analysis	NOUN
cana-3824	301	6	issn	issn	NOUN
cana-3824	301	7	:	:	PUNCT
cana-3824	301	8	1074	1074	NUM
cana-3824	301	9	-	-	PUNCT
cana-3824	301	10	133x	133x	NUM
cana-3824	301	11	vol	vol	NOUN
cana-3824	301	12	32	32	NUM
cana-3824	301	13	no	no	NOUN
cana-3824	301	14	.	.	PUNCT
cana-3824	302	1	8s	8s	PROPN
cana-3824	302	2	(	(	PUNCT
cana-3824	302	3	2025	2025	NUM
cana-3824	302	4	)	)	PUNCT
cana-3824	302	5	824	824	NUM
cana-3824	302	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	302	7	figure	figure	NOUN
cana-3824	302	8	3	3	NUM
cana-3824	302	9	:	:	PUNCT
cana-3824	302	10	pdr	pdr	VERB
cana-3824	302	11	analysis	analysis	NOUN
cana-3824	302	12	of	of	ADP
cana-3824	302	13	the	the	DET
cana-3824	302	14	malicious	malicious	ADJ
cana-3824	302	15	node	node	ADJ
cana-3824	302	16	detection	detection	NOUN
cana-3824	302	17	table	table	NOUN
cana-3824	302	18	3	3	NUM
cana-3824	302	19	:	:	PUNCT
cana-3824	302	20	throughput	throughput	NOUN
cana-3824	302	21	validation	validation	NOUN
cana-3824	302	22	models	model	NOUN
cana-3824	302	23	100	100	NUM
cana-3824	302	24	200	200	NUM
cana-3824	302	25	300	300	NUM
cana-3824	302	26	400	400	NUM
cana-3824	302	27	500	500	NUM
cana-3824	302	28	rsa	rsa	NOUN
cana-3824	302	29	0.93	0.93	NUM
cana-3824	302	30	0.93	0.93	NUM
cana-3824	302	31	0.93	0.93	NUM
cana-3824	302	32	0.92	0.92	NUM
cana-3824	302	33	0.92	0.92	NUM
cana-3824	302	34	mrsa	mrsa	NOUN
cana-3824	302	35	0.94	0.94	NUM
cana-3824	302	36	0.94	0.94	NUM
cana-3824	302	37	0.95	0.95	NUM
cana-3824	302	38	0.93	0.93	NUM
cana-3824	302	39	0.93	0.93	NUM
cana-3824	302	40	kgmo	kgmo	NOUN
cana-3824	302	41	0.96	0.96	NUM
cana-3824	302	42	0.97	0.97	NUM
cana-3824	302	43	0.96	0.96	NUM
cana-3824	302	44	0.95	0.95	NUM
cana-3824	302	45	0.95	0.95	NUM
cana-3824	302	46	proposed	propose	VERB
cana-3824	302	47	kgmo	kgmo	NOUN
cana-3824	302	48	based	base	VERB
cana-3824	302	49	mrsa	mrsa	NOUN
cana-3824	302	50	0.98	0.98	NUM
cana-3824	302	51	0.98	0.98	NUM
cana-3824	302	52	0.97	0.97	NUM
cana-3824	302	53	0.97	0.97	NUM
cana-3824	302	54	0.97	0.97	NUM
cana-3824	302	55	table	table	NOUN
cana-3824	302	56	3	3	NUM
cana-3824	302	57	and	and	CCONJ
cana-3824	302	58	figure	figure	VERB
cana-3824	302	59	4	4	NUM
cana-3824	302	60	outlines	outline	VERB
cana-3824	302	61	the	the	DET
cana-3824	302	62	results	result	NOUN
cana-3824	302	63	of	of	ADP
cana-3824	302	64	throughput	throughput	NOUN
cana-3824	302	65	validation	validation	NOUN
cana-3824	302	66	for	for	ADP
cana-3824	302	67	different	different	ADJ
cana-3824	302	68	models	model	NOUN
cana-3824	302	69	across	across	ADP
cana-3824	302	70	varying	vary	VERB
cana-3824	302	71	nodes	node	NOUN
cana-3824	302	72	.	.	PUNCT
cana-3824	303	1	the	the	DET
cana-3824	303	2	models	model	NOUN
cana-3824	303	3	evaluated	evaluate	VERB
cana-3824	303	4	include	include	VERB
cana-3824	303	5	the	the	DET
cana-3824	303	6	reptile	reptile	NOUN
cana-3824	303	7	search	search	NOUN
cana-3824	303	8	algorithm	algorithm	NOUN
cana-3824	303	9	(	(	PUNCT
cana-3824	303	10	rsa	rsa	PROPN
cana-3824	303	11	)	)	PUNCT
cana-3824	303	12	,	,	PUNCT
cana-3824	303	13	which	which	PRON
cana-3824	303	14	achieved	achieve	VERB
cana-3824	303	15	throughput	throughput	NOUN
cana-3824	303	16	values	value	NOUN
cana-3824	303	17	of	of	ADP
cana-3824	303	18	0.93	0.93	NUM
cana-3824	303	19	,	,	PUNCT
cana-3824	303	20	0.93	0.93	NUM
cana-3824	303	21	,	,	PUNCT
cana-3824	303	22	0.93	0.93	NUM
cana-3824	303	23	,	,	PUNCT
cana-3824	303	24	0.92	0.92	NUM
cana-3824	303	25	,	,	PUNCT
cana-3824	303	26	and	and	CCONJ
cana-3824	303	27	0.92	0.92	NUM
cana-3824	303	28	for	for	ADP
cana-3824	303	29	nodes	node	NOUN
cana-3824	303	30	of	of	ADP
cana-3824	303	31	100	100	NUM
cana-3824	303	32	,	,	PUNCT
cana-3824	303	33	200	200	NUM
cana-3824	303	34	,	,	PUNCT
cana-3824	303	35	300	300	NUM
cana-3824	303	36	,	,	PUNCT
cana-3824	303	37	400	400	NUM
cana-3824	303	38	,	,	PUNCT
cana-3824	303	39	and	and	CCONJ
cana-3824	303	40	500	500	NUM
cana-3824	303	41	nodes	node	NOUN
cana-3824	303	42	respectively	respectively	ADV
cana-3824	303	43	.	.	PUNCT
cana-3824	304	1	the	the	DET
cana-3824	304	2	modified	modify	VERB
cana-3824	304	3	reptile	reptile	NOUN
cana-3824	304	4	search	search	NOUN
cana-3824	304	5	algorithm	algorithm	NOUN
cana-3824	304	6	(	(	PUNCT
cana-3824	304	7	mrsa	mrsa	NOUN
cana-3824	304	8	)	)	PUNCT
cana-3824	304	9	showed	show	VERB
cana-3824	304	10	slightly	slightly	ADV
cana-3824	304	11	improved	improve	VERB
cana-3824	304	12	throughput	throughput	NOUN
cana-3824	304	13	,	,	PUNCT
cana-3824	304	14	with	with	ADP
cana-3824	304	15	measurements	measurement	NOUN
cana-3824	304	16	of	of	ADP
cana-3824	304	17	0.94	0.94	NUM
cana-3824	304	18	,	,	PUNCT
cana-3824	304	19	0.94	0.94	NUM
cana-3824	304	20	,	,	PUNCT
cana-3824	304	21	0.95	0.95	NUM
cana-3824	304	22	,	,	PUNCT
cana-3824	304	23	0.93	0.93	NUM
cana-3824	304	24	,	,	PUNCT
cana-3824	304	25	and	and	CCONJ
cana-3824	304	26	0.93	0.93	NUM
cana-3824	304	27	for	for	ADP
cana-3824	304	28	the	the	DET
cana-3824	304	29	same	same	ADJ
cana-3824	304	30	respective	respective	ADJ
cana-3824	304	31	nodes	node	NOUN
cana-3824	304	32	.	.	PUNCT
cana-3824	305	1	on	on	ADP
cana-3824	305	2	the	the	DET
cana-3824	305	3	other	other	ADJ
cana-3824	305	4	hand	hand	NOUN
cana-3824	305	5	,	,	PUNCT
cana-3824	305	6	the	the	DET
cana-3824	305	7	kinetic	kinetic	ADJ
cana-3824	305	8	gas	gas	NOUN
cana-3824	305	9	molecules	molecule	NOUN
cana-3824	305	10	optimization	optimization	NOUN
cana-3824	305	11	(	(	PUNCT
cana-3824	305	12	kgmo	kgmo	NOUN
cana-3824	305	13	)	)	PUNCT
cana-3824	305	14	algorithm	algorithm	NOUN
cana-3824	305	15	demonstrated	demonstrate	VERB
cana-3824	305	16	even	even	ADV
cana-3824	305	17	higher	high	ADJ
cana-3824	305	18	throughput	throughput	NOUN
cana-3824	305	19	performance	performance	NOUN
cana-3824	305	20	,	,	PUNCT
cana-3824	305	21	yielding	yield	VERB
cana-3824	305	22	values	value	NOUN
cana-3824	305	23	of	of	ADP
cana-3824	305	24	0.96	0.96	NUM
cana-3824	305	25	,	,	PUNCT
cana-3824	305	26	0.97	0.97	NUM
cana-3824	305	27	,	,	PUNCT
cana-3824	305	28	0.96	0.96	NUM
cana-3824	305	29	,	,	PUNCT
cana-3824	305	30	0.95	0.95	NUM
cana-3824	305	31	,	,	PUNCT
cana-3824	305	32	and	and	CCONJ
cana-3824	305	33	0.95	0.95	NUM
cana-3824	305	34	.	.	PUNCT
cana-3824	306	1	notably	notably	ADV
cana-3824	306	2	,	,	PUNCT
cana-3824	306	3	the	the	DET
cana-3824	306	4	proposed	propose	VERB
cana-3824	306	5	kgmo	kgmo	NOUN
cana-3824	306	6	based	base	VERB
cana-3824	306	7	mrsa	mrsa	NOUN
cana-3824	306	8	approach	approach	NOUN
cana-3824	306	9	exhibited	exhibit	VERB
cana-3824	306	10	superior	superior	ADJ
cana-3824	306	11	throughput	throughput	NOUN
cana-3824	306	12	values	value	NOUN
cana-3824	306	13	across	across	ADP
cana-3824	306	14	all	all	DET
cana-3824	306	15	nodes	node	NOUN
cana-3824	306	16	,	,	PUNCT
cana-3824	306	17	reaching	reach	VERB
cana-3824	306	18	0.98	0.98	NUM
cana-3824	306	19	,	,	PUNCT
cana-3824	306	20	0.98	0.98	NUM
cana-3824	306	21	,	,	PUNCT
cana-3824	306	22	0.97	0.97	NUM
cana-3824	306	23	,	,	PUNCT
cana-3824	306	24	0.97	0.97	NUM
cana-3824	306	25	,	,	PUNCT
cana-3824	306	26	and	and	CCONJ
cana-3824	306	27	0.97	0.97	NUM
cana-3824	306	28	correspondingly	correspondingly	ADV
cana-3824	306	29	.	.	PUNCT
cana-3824	307	1	these	these	DET
cana-3824	307	2	results	result	NOUN
cana-3824	307	3	highlight	highlight	VERB
cana-3824	307	4	the	the	DET
cana-3824	307	5	efficacy	efficacy	NOUN
cana-3824	307	6	of	of	ADP
cana-3824	307	7	the	the	DET
cana-3824	307	8	proposed	propose	VERB
cana-3824	307	9	method	method	NOUN
cana-3824	307	10	in	in	ADP
cana-3824	307	11	enhancing	enhance	VERB
cana-3824	307	12	data	datum	NOUN
cana-3824	307	13	transfer	transfer	NOUN
cana-3824	307	14	efficiency	efficiency	NOUN
cana-3824	307	15	compared	compare	VERB
cana-3824	307	16	to	to	ADP
cana-3824	307	17	conventional	conventional	ADJ
cana-3824	307	18	algorithms	algorithm	NOUN
cana-3824	307	19	.	.	PUNCT
cana-3824	308	1	figure	figure	VERB
cana-3824	308	2	4	4	NUM
cana-3824	308	3	:	:	PUNCT
cana-3824	308	4	throughput	throughput	NOUN
cana-3824	308	5	analysis	analysis	NOUN
cana-3824	308	6	table	table	NOUN
cana-3824	308	7	4	4	NUM
cana-3824	308	8	:	:	PUNCT
cana-3824	308	9	packet	packet	NOUN
cana-3824	308	10	delay	delay	NOUN
cana-3824	308	11	validation	validation	NOUN
cana-3824	308	12	models	model	NOUN
cana-3824	308	13	100	100	NUM
cana-3824	308	14	200	200	NUM
cana-3824	308	15	300	300	NUM
cana-3824	308	16	400	400	NUM
cana-3824	308	17	500	500	NUM
cana-3824	308	18	rsa	rsa	NOUN
cana-3824	308	19	2.94	2.94	NUM
cana-3824	308	20	4.14	4.14	NUM
cana-3824	308	21	5.19	5.19	NUM
cana-3824	308	22	7.32	7.32	NUM
cana-3824	308	23	8.72	8.72	NUM
cana-3824	308	24	mrsa	mrsa	NOUN
cana-3824	308	25	1.96	1.96	NUM
cana-3824	308	26	3.62	3.62	NUM
cana-3824	308	27	4.16	4.16	NUM
cana-3824	308	28	5.15	5.15	NUM
cana-3824	308	29	6.11	6.11	NUM
cana-3824	308	30	kgmo	kgmo	NOUN
cana-3824	308	31	1.25	1.25	NUM
cana-3824	308	32	2.13	2.13	NUM
cana-3824	308	33	3.26	3.26	NUM
cana-3824	308	34	4.24	4.24	NUM
cana-3824	308	35	5.16	5.16	NUM
cana-3824	308	36	proposed	propose	VERB
cana-3824	308	37	kgmo	kgmo	NOUN
cana-3824	308	38	based	base	VERB
cana-3824	308	39	mrsa	mrsa	NOUN
cana-3824	308	40	0.05	0.05	NUM
cana-3824	308	41	1.06	1.06	NUM
cana-3824	308	42	2.12	2.12	NUM
cana-3824	308	43	3.18	3.18	NUM
cana-3824	308	44	4.98	4.98	NUM
cana-3824	308	45	communications	communication	NOUN
cana-3824	308	46	on	on	ADP
cana-3824	308	47	applied	apply	VERB
cana-3824	308	48	nonlinear	nonlinear	ADJ
cana-3824	308	49	analysis	analysis	NOUN
cana-3824	308	50	issn	issn	NOUN
cana-3824	308	51	:	:	PUNCT
cana-3824	308	52	1074	1074	NUM
cana-3824	308	53	-	-	PUNCT
cana-3824	308	54	133x	133x	NUM
cana-3824	308	55	vol	vol	NOUN
cana-3824	308	56	32	32	NUM
cana-3824	308	57	no	no	NOUN
cana-3824	308	58	.	.	PUNCT
cana-3824	309	1	8s	8s	PROPN
cana-3824	309	2	(	(	PUNCT
cana-3824	309	3	2025	2025	NUM
cana-3824	309	4	)	)	PUNCT
cana-3824	309	5	825	825	NUM
cana-3824	309	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	309	7	table	table	NOUN
cana-3824	309	8	4	4	NUM
cana-3824	309	9	and	and	CCONJ
cana-3824	309	10	figure	figure	VERB
cana-3824	309	11	5	5	NUM
cana-3824	309	12	displays	display	VERB
cana-3824	309	13	the	the	DET
cana-3824	309	14	results	result	NOUN
cana-3824	309	15	of	of	ADP
cana-3824	309	16	packet	packet	NOUN
cana-3824	309	17	delay	delay	NOUN
cana-3824	309	18	validation	validation	NOUN
cana-3824	309	19	for	for	ADP
cana-3824	309	20	different	different	ADJ
cana-3824	309	21	models	model	NOUN
cana-3824	309	22	across	across	ADP
cana-3824	309	23	various	various	ADJ
cana-3824	309	24	nodes	node	NOUN
cana-3824	309	25	.	.	PUNCT
cana-3824	310	1	the	the	DET
cana-3824	310	2	reptile	reptile	NOUN
cana-3824	310	3	search	search	NOUN
cana-3824	310	4	algorithm	algorithm	NOUN
cana-3824	310	5	(	(	PUNCT
cana-3824	310	6	rsa	rsa	NOUN
cana-3824	310	7	)	)	PUNCT
cana-3824	310	8	yielded	yield	VERB
cana-3824	310	9	packet	packet	NOUN
cana-3824	310	10	delay	delay	NOUN
cana-3824	310	11	values	value	NOUN
cana-3824	310	12	of	of	ADP
cana-3824	310	13	2.94	2.94	NUM
cana-3824	310	14	,	,	PUNCT
cana-3824	310	15	4.14	4.14	NUM
cana-3824	310	16	,	,	PUNCT
cana-3824	310	17	5.19	5.19	NUM
cana-3824	310	18	,	,	PUNCT
cana-3824	310	19	7.32	7.32	NUM
cana-3824	310	20	,	,	PUNCT
cana-3824	310	21	and	and	CCONJ
cana-3824	310	22	8.72	8.72	NUM
cana-3824	310	23	for	for	ADP
cana-3824	310	24	nodes	node	NOUN
cana-3824	310	25	of	of	ADP
cana-3824	310	26	100	100	NUM
cana-3824	310	27	,	,	PUNCT
cana-3824	310	28	200	200	NUM
cana-3824	310	29	,	,	PUNCT
cana-3824	310	30	300	300	NUM
cana-3824	310	31	,	,	PUNCT
cana-3824	310	32	400	400	NUM
cana-3824	310	33	,	,	PUNCT
cana-3824	310	34	and	and	CCONJ
cana-3824	310	35	500	500	NUM
cana-3824	310	36	nodes	node	NOUN
cana-3824	310	37	respectively	respectively	ADV
cana-3824	310	38	.	.	PUNCT
cana-3824	311	1	the	the	DET
cana-3824	311	2	modified	modify	VERB
cana-3824	311	3	reptile	reptile	NOUN
cana-3824	311	4	search	search	NOUN
cana-3824	311	5	algorithm	algorithm	NOUN
cana-3824	311	6	(	(	PUNCT
cana-3824	311	7	mrsa	mrsa	NOUN
cana-3824	311	8	)	)	PUNCT
cana-3824	311	9	exhibited	exhibit	VERB
cana-3824	311	10	improved	improved	ADJ
cana-3824	311	11	packet	packet	NOUN
cana-3824	311	12	delay	delay	NOUN
cana-3824	311	13	,	,	PUNCT
cana-3824	311	14	with	with	ADP
cana-3824	311	15	measurements	measurement	NOUN
cana-3824	311	16	of	of	ADP
cana-3824	311	17	1.96	1.96	NUM
cana-3824	311	18	,	,	PUNCT
cana-3824	311	19	3.62	3.62	NUM
cana-3824	311	20	,	,	PUNCT
cana-3824	311	21	4.16	4.16	NUM
cana-3824	311	22	,	,	PUNCT
cana-3824	311	23	5.15	5.15	NUM
cana-3824	311	24	,	,	PUNCT
cana-3824	311	25	and	and	CCONJ
cana-3824	311	26	6.11	6.11	NUM
cana-3824	311	27	for	for	ADP
cana-3824	311	28	the	the	DET
cana-3824	311	29	corresponding	corresponding	ADJ
cana-3824	311	30	nodes	node	NOUN
cana-3824	311	31	.	.	PUNCT
cana-3824	312	1	in	in	ADP
cana-3824	312	2	comparison	comparison	NOUN
cana-3824	312	3	,	,	PUNCT
cana-3824	312	4	the	the	DET
cana-3824	312	5	kinetic	kinetic	ADJ
cana-3824	312	6	gas	gas	NOUN
cana-3824	312	7	molecules	molecule	NOUN
cana-3824	312	8	optimization	optimization	NOUN
cana-3824	312	9	(	(	PUNCT
cana-3824	312	10	kgmo	kgmo	NOUN
cana-3824	312	11	)	)	PUNCT
cana-3824	312	12	algorithm	algorithm	NOUN
cana-3824	312	13	demonstrated	demonstrate	VERB
cana-3824	312	14	even	even	ADV
cana-3824	312	15	lower	low	ADJ
cana-3824	312	16	packet	packet	NOUN
cana-3824	312	17	delay	delay	NOUN
cana-3824	312	18	,	,	PUNCT
cana-3824	312	19	with	with	ADP
cana-3824	312	20	values	value	NOUN
cana-3824	312	21	of	of	ADP
cana-3824	312	22	1.25	1.25	NUM
cana-3824	312	23	,	,	PUNCT
cana-3824	312	24	2.13	2.13	NUM
cana-3824	312	25	,	,	PUNCT
cana-3824	312	26	3.26	3.26	NUM
cana-3824	312	27	,	,	PUNCT
cana-3824	312	28	4.24	4.24	NUM
cana-3824	312	29	,	,	PUNCT
cana-3824	312	30	and	and	CCONJ
cana-3824	312	31	5.16	5.16	NUM
cana-3824	312	32	.	.	PUNCT
cana-3824	313	1	particularly	particularly	ADV
cana-3824	313	2	noteworthy	noteworthy	ADJ
cana-3824	313	3	is	be	AUX
cana-3824	313	4	the	the	DET
cana-3824	313	5	proposed	propose	VERB
cana-3824	313	6	kgmo	kgmo	NOUN
cana-3824	313	7	based	base	VERB
cana-3824	313	8	mrsa	mrsa	NOUN
cana-3824	313	9	approach	approach	NOUN
cana-3824	313	10	,	,	PUNCT
cana-3824	313	11	which	which	PRON
cana-3824	313	12	significantly	significantly	ADV
cana-3824	313	13	reduced	reduce	VERB
cana-3824	313	14	packet	packet	NOUN
cana-3824	313	15	delay	delay	NOUN
cana-3824	313	16	across	across	ADP
cana-3824	313	17	all	all	DET
cana-3824	313	18	nodes	node	NOUN
cana-3824	313	19	,	,	PUNCT
cana-3824	313	20	achieving	achieve	VERB
cana-3824	313	21	values	value	NOUN
cana-3824	313	22	as	as	ADV
cana-3824	313	23	low	low	ADJ
cana-3824	313	24	as	as	ADP
cana-3824	313	25	0.05	0.05	NUM
cana-3824	313	26	,	,	PUNCT
cana-3824	313	27	1.06	1.06	NUM
cana-3824	313	28	,	,	PUNCT
cana-3824	313	29	2.12	2.12	NUM
cana-3824	313	30	,	,	PUNCT
cana-3824	313	31	3.18	3.18	NUM
cana-3824	313	32	,	,	PUNCT
cana-3824	313	33	and	and	CCONJ
cana-3824	313	34	4.98	4.98	NUM
cana-3824	313	35	correspondingly	correspondingly	ADV
cana-3824	313	36	.	.	PUNCT
cana-3824	314	1	these	these	DET
cana-3824	314	2	results	result	NOUN
cana-3824	314	3	underscore	underscore	VERB
cana-3824	314	4	the	the	DET
cana-3824	314	5	effectiveness	effectiveness	NOUN
cana-3824	314	6	of	of	ADP
cana-3824	314	7	the	the	DET
cana-3824	314	8	proposed	propose	VERB
cana-3824	314	9	technique	technique	NOUN
cana-3824	314	10	in	in	ADP
cana-3824	314	11	minimizing	minimize	VERB
cana-3824	314	12	data	data	NOUN
cana-3824	314	13	transmission	transmission	NOUN
cana-3824	314	14	delays	delay	NOUN
cana-3824	314	15	compared	compare	VERB
cana-3824	314	16	to	to	ADP
cana-3824	314	17	conventional	conventional	ADJ
cana-3824	314	18	algorithms	algorithm	NOUN
cana-3824	314	19	.	.	PUNCT
cana-3824	315	1	figure	figure	VERB
cana-3824	315	2	5	5	NUM
cana-3824	315	3	:	:	PUNCT
cana-3824	315	4	packet	packet	NOUN
cana-3824	315	5	delay	delay	NOUN
cana-3824	315	6	validation	validation	NOUN
cana-3824	315	7	table	table	NOUN
cana-3824	315	8	5	5	NUM
cana-3824	315	9	:	:	PUNCT
cana-3824	315	10	power	power	NOUN
cana-3824	315	11	consumption	consumption	NOUN
cana-3824	315	12	validation	validation	NOUN
cana-3824	315	13	models	model	NOUN
cana-3824	315	14	100	100	NUM
cana-3824	315	15	200	200	NUM
cana-3824	315	16	300	300	NUM
cana-3824	315	17	400	400	NUM
cana-3824	315	18	500	500	NUM
cana-3824	315	19	rsa	rsa	NOUN
cana-3824	315	20	8.45	8.45	NUM
cana-3824	315	21	9.42	9.42	NUM
cana-3824	315	22	10.21	10.21	NUM
cana-3824	315	23	11.13	11.13	NUM
cana-3824	315	24	11.67	11.67	NUM
cana-3824	315	25	mrsa	mrsa	NOUN
cana-3824	315	26	7.74	7.74	NUM
cana-3824	315	27	5.52	5.52	NUM
cana-3824	315	28	7.89	7.89	NUM
cana-3824	315	29	7.49	7.49	NUM
cana-3824	315	30	7.56	7.56	NUM
cana-3824	315	31	kgmo	kgmo	NOUN
cana-3824	315	32	5.43	5.43	NUM
cana-3824	315	33	4.23	4.23	NUM
cana-3824	315	34	3.55	3.55	NUM
cana-3824	315	35	4.25	4.25	NUM
cana-3824	315	36	5.14	5.14	NUM
cana-3824	315	37	proposed	propose	VERB
cana-3824	315	38	kgmo	kgmo	NOUN
cana-3824	315	39	based	base	VERB
cana-3824	315	40	mrsa	mrsa	NOUN
cana-3824	315	41	1.52	1.52	NUM
cana-3824	315	42	1.09	1.09	NUM
cana-3824	315	43	2.32	2.32	NUM
cana-3824	315	44	2.16	2.16	NUM
cana-3824	315	45	3.21	3.21	NUM
cana-3824	315	46	in	in	ADP
cana-3824	315	47	table	table	NOUN
cana-3824	315	48	5	5	NUM
cana-3824	315	49	and	and	CCONJ
cana-3824	315	50	figure	figure	VERB
cana-3824	315	51	6	6	NUM
cana-3824	315	52	,	,	PUNCT
cana-3824	315	53	the	the	DET
cana-3824	315	54	power	power	NOUN
cana-3824	315	55	consumption	consumption	NOUN
cana-3824	315	56	validation	validation	NOUN
cana-3824	315	57	results	result	NOUN
cana-3824	315	58	for	for	ADP
cana-3824	315	59	different	different	ADJ
cana-3824	315	60	models	model	NOUN
cana-3824	315	61	across	across	ADP
cana-3824	315	62	various	various	ADJ
cana-3824	315	63	nodes	node	NOUN
cana-3824	315	64	are	be	AUX
cana-3824	315	65	presented	present	VERB
cana-3824	315	66	.	.	PUNCT
cana-3824	316	1	the	the	DET
cana-3824	316	2	reptile	reptile	NOUN
cana-3824	316	3	search	search	NOUN
cana-3824	316	4	algorithm	algorithm	NOUN
cana-3824	316	5	(	(	PUNCT
cana-3824	316	6	rsa	rsa	PROPN
cana-3824	316	7	)	)	PUNCT
cana-3824	316	8	exhibited	exhibit	VERB
cana-3824	316	9	power	power	NOUN
cana-3824	316	10	consumption	consumption	NOUN
cana-3824	316	11	values	value	NOUN
cana-3824	316	12	of	of	ADP
cana-3824	316	13	8.45	8.45	NUM
cana-3824	316	14	,	,	PUNCT
cana-3824	316	15	9.42	9.42	NUM
cana-3824	316	16	,	,	PUNCT
cana-3824	316	17	10.21	10.21	NUM
cana-3824	316	18	,	,	PUNCT
cana-3824	316	19	11.13	11.13	NUM
cana-3824	316	20	,	,	PUNCT
cana-3824	316	21	and	and	CCONJ
cana-3824	316	22	11.67	11.67	NUM
cana-3824	316	23	for	for	ADP
cana-3824	316	24	nodes	node	NOUN
cana-3824	316	25	of	of	ADP
cana-3824	316	26	100	100	NUM
cana-3824	316	27	,	,	PUNCT
cana-3824	316	28	200	200	NUM
cana-3824	316	29	,	,	PUNCT
cana-3824	316	30	300	300	NUM
cana-3824	316	31	,	,	PUNCT
cana-3824	316	32	400	400	NUM
cana-3824	316	33	,	,	PUNCT
cana-3824	316	34	and	and	CCONJ
cana-3824	316	35	500	500	NUM
cana-3824	316	36	nodes	node	NOUN
cana-3824	316	37	respectively	respectively	ADV
cana-3824	316	38	.	.	PUNCT
cana-3824	317	1	the	the	DET
cana-3824	317	2	modified	modify	VERB
cana-3824	317	3	reptile	reptile	NOUN
cana-3824	317	4	search	search	NOUN
cana-3824	317	5	algorithm	algorithm	NOUN
cana-3824	317	6	(	(	PUNCT
cana-3824	317	7	mrsa	mrsa	NOUN
cana-3824	317	8	)	)	PUNCT
cana-3824	317	9	showed	show	VERB
cana-3824	317	10	varied	varied	ADJ
cana-3824	317	11	power	power	NOUN
cana-3824	317	12	consumption	consumption	NOUN
cana-3824	317	13	,	,	PUNCT
cana-3824	317	14	with	with	ADP
cana-3824	317	15	measurements	measurement	NOUN
cana-3824	317	16	of	of	ADP
cana-3824	317	17	7.74	7.74	NUM
cana-3824	317	18	,	,	PUNCT
cana-3824	317	19	5.52	5.52	NUM
cana-3824	317	20	,	,	PUNCT
cana-3824	317	21	7.89	7.89	NUM
cana-3824	317	22	,	,	PUNCT
cana-3824	317	23	7.49	7.49	NUM
cana-3824	317	24	,	,	PUNCT
cana-3824	317	25	and	and	CCONJ
cana-3824	317	26	7.56	7.56	NUM
cana-3824	317	27	for	for	ADP
cana-3824	317	28	the	the	DET
cana-3824	317	29	corresponding	corresponding	ADJ
cana-3824	317	30	nodes	node	NOUN
cana-3824	317	31	.	.	PUNCT
cana-3824	318	1	in	in	ADP
cana-3824	318	2	contrast	contrast	NOUN
cana-3824	318	3	,	,	PUNCT
cana-3824	318	4	the	the	DET
cana-3824	318	5	kinetic	kinetic	ADJ
cana-3824	318	6	gas	gas	NOUN
cana-3824	318	7	molecules	molecule	NOUN
cana-3824	318	8	optimization	optimization	NOUN
cana-3824	318	9	(	(	PUNCT
cana-3824	318	10	kgmo	kgmo	NOUN
cana-3824	318	11	)	)	PUNCT
cana-3824	318	12	algorithm	algorithm	NOUN
cana-3824	318	13	demonstrated	demonstrate	VERB
cana-3824	318	14	lower	low	ADJ
cana-3824	318	15	power	power	NOUN
cana-3824	318	16	consumption	consumption	NOUN
cana-3824	318	17	,	,	PUNCT
cana-3824	318	18	with	with	ADP
cana-3824	318	19	values	value	NOUN
cana-3824	318	20	of	of	ADP
cana-3824	318	21	5.43	5.43	NUM
cana-3824	318	22	,	,	PUNCT
cana-3824	318	23	4.23	4.23	NUM
cana-3824	318	24	,	,	PUNCT
cana-3824	318	25	3.55	3.55	NUM
cana-3824	318	26	,	,	PUNCT
cana-3824	318	27	4.25	4.25	NUM
cana-3824	318	28	,	,	PUNCT
cana-3824	318	29	and	and	CCONJ
cana-3824	318	30	5.14	5.14	NUM
cana-3824	318	31	.	.	PUNCT
cana-3824	319	1	particularly	particularly	ADV
cana-3824	319	2	notable	notable	ADJ
cana-3824	319	3	is	be	AUX
cana-3824	319	4	the	the	DET
cana-3824	319	5	proposed	propose	VERB
cana-3824	319	6	kgmo	kgmo	NOUN
cana-3824	319	7	based	base	VERB
cana-3824	319	8	mrsa	mrsa	NOUN
cana-3824	319	9	approach	approach	NOUN
cana-3824	319	10	,	,	PUNCT
cana-3824	319	11	which	which	PRON
cana-3824	319	12	significantly	significantly	ADV
cana-3824	319	13	reduced	reduce	VERB
cana-3824	319	14	power	power	NOUN
cana-3824	319	15	consumption	consumption	NOUN
cana-3824	319	16	across	across	ADP
cana-3824	319	17	all	all	DET
cana-3824	319	18	nodes	node	NOUN
cana-3824	319	19	,	,	PUNCT
cana-3824	319	20	achieving	achieve	VERB
cana-3824	319	21	values	value	NOUN
cana-3824	319	22	as	as	ADV
cana-3824	319	23	low	low	ADJ
cana-3824	319	24	as	as	ADP
cana-3824	319	25	1.52	1.52	NUM
cana-3824	319	26	,	,	PUNCT
cana-3824	319	27	1.09	1.09	NUM
cana-3824	319	28	,	,	PUNCT
cana-3824	319	29	2.32	2.32	NUM
cana-3824	319	30	,	,	PUNCT
cana-3824	319	31	2.16	2.16	NUM
cana-3824	319	32	,	,	PUNCT
cana-3824	319	33	and	and	CCONJ
cana-3824	319	34	3.21	3.21	NUM
cana-3824	319	35	respectively	respectively	ADV
cana-3824	319	36	.	.	PUNCT
cana-3824	320	1	these	these	DET
cana-3824	320	2	results	result	NOUN
cana-3824	320	3	highlight	highlight	VERB
cana-3824	320	4	the	the	DET
cana-3824	320	5	effectiveness	effectiveness	NOUN
cana-3824	320	6	of	of	ADP
cana-3824	320	7	the	the	DET
cana-3824	320	8	projected	project	VERB
cana-3824	320	9	method	method	NOUN
cana-3824	320	10	in	in	ADP
cana-3824	320	11	minimizing	minimize	VERB
cana-3824	320	12	energy	energy	NOUN
cana-3824	320	13	usage	usage	NOUN
cana-3824	320	14	compared	compare	VERB
cana-3824	320	15	to	to	ADP
cana-3824	320	16	conventional	conventional	ADJ
cana-3824	320	17	algorithms	algorithm	NOUN
cana-3824	320	18	,	,	PUNCT
cana-3824	320	19	thus	thus	ADV
cana-3824	320	20	contributing	contribute	VERB
cana-3824	320	21	to	to	ADP
cana-3824	320	22	enhanced	enhanced	ADJ
cana-3824	320	23	efficiency	efficiency	NOUN
cana-3824	320	24	and	and	CCONJ
cana-3824	320	25	sustainability	sustainability	NOUN
cana-3824	320	26	in	in	ADP
cana-3824	320	27	wireless	wireless	ADJ
cana-3824	320	28	sensor	sensor	NOUN
cana-3824	320	29	networks	network	NOUN
cana-3824	320	30	.	.	PUNCT
cana-3824	321	1	communications	communication	NOUN
cana-3824	321	2	on	on	ADP
cana-3824	321	3	applied	apply	VERB
cana-3824	321	4	nonlinear	nonlinear	ADJ
cana-3824	321	5	analysis	analysis	NOUN
cana-3824	321	6	issn	issn	NOUN
cana-3824	321	7	:	:	PUNCT
cana-3824	321	8	1074	1074	NUM
cana-3824	321	9	-	-	PUNCT
cana-3824	321	10	133x	133x	NUM
cana-3824	321	11	vol	vol	NOUN
cana-3824	321	12	32	32	NUM
cana-3824	321	13	no	no	NOUN
cana-3824	321	14	.	.	PUNCT
cana-3824	322	1	8s	8s	PROPN
cana-3824	322	2	(	(	PUNCT
cana-3824	322	3	2025	2025	NUM
cana-3824	322	4	)	)	PUNCT
cana-3824	322	5	826	826	NUM
cana-3824	322	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	322	7	figure	figure	NOUN
cana-3824	322	8	6	6	NUM
cana-3824	322	9	:	:	PUNCT
cana-3824	322	10	power	power	NOUN
cana-3824	322	11	consumption	consumption	NOUN
cana-3824	322	12	analysis	analysis	NOUN
cana-3824	322	13	classification	classification	NOUN
cana-3824	322	14	validation	validation	NOUN
cana-3824	322	15	table	table	NOUN
cana-3824	322	16	6	6	NUM
cana-3824	322	17	presents	present	VERB
cana-3824	322	18	the	the	DET
cana-3824	322	19	malicious	malicious	ADJ
cana-3824	322	20	node	node	ADJ
cana-3824	322	21	detection	detection	NOUN
cana-3824	322	22	validation	validation	NOUN
cana-3824	322	23	of	of	ADP
cana-3824	322	24	the	the	DET
cana-3824	322	25	proposed	propose	VERB
cana-3824	322	26	birnn	birnn	NOUN
cana-3824	322	27	classical	classical	ADJ
cana-3824	322	28	.	.	PUNCT
cana-3824	323	1	table	table	NOUN
cana-3824	323	2	6	6	NUM
cana-3824	323	3	:	:	PUNCT
cana-3824	323	4	attack	attack	NOUN
cana-3824	323	5	detection	detection	NOUN
cana-3824	323	6	validation	validation	NOUN
cana-3824	323	7	using	use	VERB
cana-3824	323	8	various	various	ADJ
cana-3824	323	9	dl	dl	PROPN
cana-3824	323	10	models	model	NOUN
cana-3824	323	11	models	model	VERB
cana-3824	323	12	acc	acc	PROPN
cana-3824	323	13	(	(	PUNCT
cana-3824	323	14	%	%	INTJ
cana-3824	323	15	)	)	PUNCT
cana-3824	323	16	pr	pr	NOUN
cana-3824	323	17	(	(	PUNCT
cana-3824	323	18	%	%	INTJ
cana-3824	323	19	)	)	PUNCT
cana-3824	323	20	rc	rc	PROPN
cana-3824	323	21	(	(	PUNCT
cana-3824	323	22	%	%	INTJ
cana-3824	323	23	)	)	PUNCT
cana-3824	323	24	f1	f1	NOUN
cana-3824	323	25	(	(	PUNCT
cana-3824	323	26	%	%	NOUN
cana-3824	323	27	)	)	PUNCT
cana-3824	323	28	sp	sp	ADP
cana-3824	323	29	(	(	PUNCT
cana-3824	323	30	%	%	INTJ
cana-3824	323	31	)	)	PUNCT
cana-3824	323	32	ae	ae	PROPN
cana-3824	323	33	85.22	85.22	NUM
cana-3824	323	34	85.17	85.17	NUM
cana-3824	323	35	85.14	85.14	NUM
cana-3824	323	36	85.12	85.12	NUM
cana-3824	323	37	85.11	85.11	NUM
cana-3824	323	38	dbn	dbn	PROPN
cana-3824	323	39	87.54	87.54	NUM
cana-3824	323	40	88.21	88.21	NUM
cana-3824	323	41	82.26	82.26	NUM
cana-3824	323	42	89.53	89.53	NUM
cana-3824	323	43	88.47	88.47	NUM
cana-3824	323	44	ann	ann	PROPN
cana-3824	323	45	88.38	88.38	NUM
cana-3824	323	46	89.52	89.52	NUM
cana-3824	323	47	87.36	87.36	NUM
cana-3824	323	48	92.23	92.23	NUM
cana-3824	323	49	88.27	88.27	NUM
cana-3824	323	50	rnn	rnn	VERB
cana-3824	323	51	94.1	94.1	NUM
cana-3824	323	52	95.72	95.72	NUM
cana-3824	323	53	95.26	95.26	NUM
cana-3824	323	54	95.23	95.23	NUM
cana-3824	323	55	95.92	95.92	NUM
cana-3824	323	56	proposed	propose	VERB
cana-3824	323	57	birnn	birnn	NOUN
cana-3824	323	58	model	model	VERB
cana-3824	323	59	99.21	99.21	NUM
cana-3824	323	60	99.13	99.13	NUM
cana-3824	323	61	98.02	98.02	NUM
cana-3824	323	62	98.09	98.09	NUM
cana-3824	323	63	98.77	98.77	NUM
cana-3824	323	64	table	table	NOUN
cana-3824	323	65	6	6	NUM
cana-3824	323	66	and	and	CCONJ
cana-3824	323	67	figure	figure	VERB
cana-3824	323	68	7	7	NUM
cana-3824	323	69	summarizes	summarize	NOUN
cana-3824	323	70	the	the	DET
cana-3824	323	71	results	result	NOUN
cana-3824	323	72	of	of	ADP
cana-3824	323	73	attack	attack	NOUN
cana-3824	323	74	detection	detection	NOUN
cana-3824	323	75	validation	validation	NOUN
cana-3824	323	76	using	use	VERB
cana-3824	323	77	various	various	ADJ
cana-3824	323	78	deep	deep	ADJ
cana-3824	323	79	learning	learning	NOUN
cana-3824	323	80	(	(	PUNCT
cana-3824	323	81	dl	dl	NOUN
cana-3824	323	82	)	)	PUNCT
cana-3824	323	83	models	model	NOUN
cana-3824	323	84	.	.	PUNCT
cana-3824	324	1	the	the	DET
cana-3824	324	2	models	model	NOUN
cana-3824	324	3	evaluated	evaluate	VERB
cana-3824	324	4	include	include	VERB
cana-3824	324	5	autoencoder	autoencoder	NOUN
cana-3824	324	6	(	(	PUNCT
cana-3824	324	7	ae	ae	PROPN
cana-3824	324	8	)	)	PUNCT
cana-3824	324	9	,	,	PUNCT
cana-3824	324	10	deep	deep	ADJ
cana-3824	324	11	belief	belief	NOUN
cana-3824	324	12	and	and	CCONJ
cana-3824	324	13	the	the	DET
cana-3824	324	14	proposed	propose	VERB
cana-3824	324	15	bidirectional	bidirectional	ADJ
cana-3824	324	16	recurrent	recurrent	ADJ
cana-3824	324	17	neural	neural	ADJ
cana-3824	324	18	network	network	NOUN
cana-3824	324	19	(	(	PUNCT
cana-3824	324	20	birnn	birnn	PROPN
cana-3824	324	21	)	)	PUNCT
cana-3824	324	22	model	model	NOUN
cana-3824	324	23	.	.	PUNCT
cana-3824	325	1	each	each	DET
cana-3824	325	2	model	model	NOUN
cana-3824	325	3	's	's	PART
cana-3824	325	4	performance	performance	NOUN
cana-3824	325	5	is	be	AUX
cana-3824	325	6	assessed	assess	VERB
cana-3824	325	7	based	base	VERB
cana-3824	325	8	on	on	ADP
cana-3824	325	9	several	several	ADJ
cana-3824	325	10	metrics	metric	NOUN
cana-3824	325	11	,	,	PUNCT
cana-3824	325	12	including	include	VERB
cana-3824	325	13	accuracy	accuracy	NOUN
cana-3824	325	14	(	(	PUNCT
cana-3824	325	15	acc	acc	PROPN
cana-3824	325	16	)	)	PUNCT
cana-3824	325	17	,	,	PUNCT
cana-3824	325	18	precision	precision	NOUN
cana-3824	325	19	(	(	PUNCT
cana-3824	325	20	pr	pr	NOUN
cana-3824	325	21	)	)	PUNCT
cana-3824	325	22	,	,	PUNCT
cana-3824	325	23	recall	recall	INTJ
cana-3824	325	24	(	(	PUNCT
cana-3824	325	25	rc	rc	PROPN
cana-3824	325	26	)	)	PUNCT
cana-3824	325	27	,	,	PUNCT
cana-3824	325	28	f1	f1	NOUN
cana-3824	325	29	-	-	PUNCT
cana-3824	325	30	score	score	NOUN
cana-3824	325	31	(	(	PUNCT
cana-3824	325	32	f1	f1	NOUN
cana-3824	325	33	)	)	PUNCT
cana-3824	325	34	,	,	PUNCT
cana-3824	325	35	and	and	CCONJ
cana-3824	325	36	specificity	specificity	NOUN
cana-3824	325	37	(	(	PUNCT
cana-3824	325	38	sp	sp	NOUN
cana-3824	325	39	)	)	PUNCT
cana-3824	325	40	.	.	PUNCT
cana-3824	326	1	the	the	DET
cana-3824	326	2	autoencoder	autoencoder	NOUN
cana-3824	326	3	(	(	PUNCT
cana-3824	326	4	ae	ae	PROPN
cana-3824	326	5	)	)	PUNCT
cana-3824	326	6	achieved	achieve	VERB
cana-3824	326	7	an	an	DET
cana-3824	326	8	accuracy	accuracy	NOUN
cana-3824	326	9	of	of	ADP
cana-3824	326	10	85.22	85.22	NUM
cana-3824	326	11	%	%	NOUN
cana-3824	326	12	with	with	ADP
cana-3824	326	13	corresponding	corresponding	ADJ
cana-3824	326	14	precision	precision	NOUN
cana-3824	326	15	,	,	PUNCT
cana-3824	326	16	recall	recall	NOUN
cana-3824	326	17	,	,	PUNCT
cana-3824	326	18	f1	f1	NOUN
cana-3824	326	19	-	-	PUNCT
cana-3824	326	20	score	score	NOUN
cana-3824	326	21	,	,	PUNCT
cana-3824	326	22	and	and	CCONJ
cana-3824	326	23	specificity	specificity	NOUN
cana-3824	326	24	values	value	NOUN
cana-3824	326	25	of	of	ADP
cana-3824	326	26	85.17	85.17	NUM
cana-3824	326	27	%	%	NOUN
cana-3824	326	28	,	,	PUNCT
cana-3824	326	29	85.14	85.14	NUM
cana-3824	326	30	%	%	NOUN
cana-3824	326	31	,	,	PUNCT
cana-3824	326	32	85.12	85.12	NUM
cana-3824	326	33	%	%	NOUN
cana-3824	326	34	,	,	PUNCT
cana-3824	326	35	and	and	CCONJ
cana-3824	326	36	85.11	85.11	NUM
cana-3824	326	37	%	%	NOUN
cana-3824	326	38	respectively	respectively	ADV
cana-3824	326	39	.	.	PUNCT
cana-3824	327	1	the	the	DET
cana-3824	327	2	deep	deep	ADJ
cana-3824	327	3	showed	show	VERB
cana-3824	327	4	an	an	DET
cana-3824	327	5	accuracy	accuracy	NOUN
cana-3824	327	6	of	of	ADP
cana-3824	327	7	87.54	87.54	NUM
cana-3824	327	8	%	%	NOUN
cana-3824	327	9	with	with	ADP
cana-3824	327	10	precision	precision	NOUN
cana-3824	327	11	,	,	PUNCT
cana-3824	327	12	recall	recall	NOUN
cana-3824	327	13	,	,	PUNCT
cana-3824	327	14	f1	f1	NOUN
cana-3824	327	15	-	-	PUNCT
cana-3824	327	16	score	score	NOUN
cana-3824	327	17	,	,	PUNCT
cana-3824	327	18	and	and	CCONJ
cana-3824	327	19	specificity	specificity	NOUN
cana-3824	327	20	values	value	NOUN
cana-3824	327	21	of	of	ADP
cana-3824	327	22	88.21	88.21	NUM
cana-3824	327	23	%	%	NOUN
cana-3824	327	24	,	,	PUNCT
cana-3824	327	25	82.26	82.26	NUM
cana-3824	327	26	%	%	NOUN
cana-3824	327	27	,	,	PUNCT
cana-3824	327	28	89.53	89.53	NUM
cana-3824	327	29	%	%	NOUN
cana-3824	327	30	,	,	PUNCT
cana-3824	327	31	and	and	CCONJ
cana-3824	327	32	88.47	88.47	NUM
cana-3824	327	33	%	%	NOUN
cana-3824	327	34	respectively	respectively	ADV
cana-3824	327	35	.	.	PUNCT
cana-3824	328	1	the	the	DET
cana-3824	328	2	artificial	artificial	ADJ
cana-3824	328	3	neural	neural	ADJ
cana-3824	328	4	network	network	NOUN
cana-3824	328	5	(	(	PUNCT
cana-3824	328	6	ann	ann	PROPN
cana-3824	328	7	)	)	PUNCT
cana-3824	328	8	exhibited	exhibit	VERB
cana-3824	328	9	an	an	DET
cana-3824	328	10	accuracy	accuracy	NOUN
cana-3824	328	11	of	of	ADP
cana-3824	328	12	88.38	88.38	NUM
cana-3824	328	13	%	%	NOUN
cana-3824	328	14	with	with	ADP
cana-3824	328	15	precision	precision	NOUN
cana-3824	328	16	,	,	PUNCT
cana-3824	328	17	recall	recall	NOUN
cana-3824	328	18	,	,	PUNCT
cana-3824	328	19	f1	f1	NOUN
cana-3824	328	20	-	-	PUNCT
cana-3824	328	21	score	score	NOUN
cana-3824	328	22	,	,	PUNCT
cana-3824	328	23	and	and	CCONJ
cana-3824	328	24	specificity	specificity	NOUN
cana-3824	328	25	values	value	NOUN
cana-3824	328	26	of	of	ADP
cana-3824	328	27	89.52	89.52	NUM
cana-3824	328	28	%	%	NOUN
cana-3824	328	29	,	,	PUNCT
cana-3824	328	30	87.36	87.36	NUM
cana-3824	328	31	%	%	NOUN
cana-3824	328	32	,	,	PUNCT
cana-3824	328	33	92.23	92.23	NUM
cana-3824	328	34	%	%	NOUN
cana-3824	328	35	,	,	PUNCT
cana-3824	328	36	and	and	CCONJ
cana-3824	328	37	88.27	88.27	NUM
cana-3824	328	38	%	%	NOUN
cana-3824	328	39	respectively	respectively	ADV
cana-3824	328	40	.	.	PUNCT
cana-3824	329	1	the	the	DET
cana-3824	329	2	recurrent	recurrent	ADJ
cana-3824	329	3	neural	neural	ADJ
cana-3824	329	4	network	network	NOUN
cana-3824	329	5	(	(	PUNCT
cana-3824	329	6	rnn	rnn	PROPN
cana-3824	329	7	)	)	PUNCT
cana-3824	329	8	demonstrated	demonstrate	VERB
cana-3824	329	9	the	the	DET
cana-3824	329	10	highest	high	ADJ
cana-3824	329	11	accuracy	accuracy	NOUN
cana-3824	329	12	of	of	ADP
cana-3824	329	13	94.1	94.1	NUM
cana-3824	329	14	%	%	NOUN
cana-3824	329	15	with	with	ADP
cana-3824	329	16	precision	precision	NOUN
cana-3824	329	17	,	,	PUNCT
cana-3824	329	18	recall	recall	NOUN
cana-3824	329	19	,	,	PUNCT
cana-3824	329	20	f1	f1	NOUN
cana-3824	329	21	-	-	PUNCT
cana-3824	329	22	score	score	NOUN
cana-3824	329	23	,	,	PUNCT
cana-3824	329	24	and	and	CCONJ
cana-3824	329	25	specificity	specificity	NOUN
cana-3824	329	26	values	value	NOUN
cana-3824	329	27	of	of	ADP
cana-3824	329	28	95.72	95.72	NUM
cana-3824	329	29	%	%	NOUN
cana-3824	329	30	,	,	PUNCT
cana-3824	329	31	95.26	95.26	NUM
cana-3824	329	32	%	%	NOUN
cana-3824	329	33	,	,	PUNCT
cana-3824	329	34	95.23	95.23	NUM
cana-3824	329	35	%	%	NOUN
cana-3824	329	36	,	,	PUNCT
cana-3824	329	37	and	and	CCONJ
cana-3824	329	38	95.92	95.92	NUM
cana-3824	329	39	%	%	NOUN
cana-3824	329	40	respectively	respectively	ADV
cana-3824	329	41	.	.	PUNCT
cana-3824	330	1	notably	notably	ADV
cana-3824	330	2	,	,	PUNCT
cana-3824	330	3	the	the	DET
cana-3824	330	4	proposed	propose	VERB
cana-3824	330	5	bidirectional	bidirectional	ADJ
cana-3824	330	6	recurrent	recurrent	ADJ
cana-3824	330	7	neural	neural	ADJ
cana-3824	330	8	network	network	NOUN
cana-3824	330	9	(	(	PUNCT
cana-3824	330	10	birnn	birnn	PROPN
cana-3824	330	11	)	)	PUNCT
cana-3824	330	12	model	model	NOUN
cana-3824	330	13	outperformed	outperform	VERB
cana-3824	330	14	all	all	DET
cana-3824	330	15	other	other	ADJ
cana-3824	330	16	models	model	NOUN
cana-3824	330	17	with	with	ADP
cana-3824	330	18	an	an	DET
cana-3824	330	19	impressive	impressive	ADJ
cana-3824	330	20	accuracy	accuracy	NOUN
cana-3824	330	21	of	of	ADP
cana-3824	330	22	99.21	99.21	NUM
cana-3824	330	23	%	%	NOUN
cana-3824	330	24	and	and	CCONJ
cana-3824	330	25	consistently	consistently	ADV
cana-3824	330	26	superior	superior	ADJ
cana-3824	330	27	capability	capability	NOUN
cana-3824	330	28	in	in	ADP
cana-3824	330	29	accurately	accurately	ADV
cana-3824	330	30	detecting	detect	VERB
cana-3824	330	31	attacks	attack	NOUN
cana-3824	330	32	in	in	ADP
cana-3824	330	33	wireless	wireless	ADJ
cana-3824	330	34	sensor	sensor	NOUN
cana-3824	330	35	networks	network	NOUN
cana-3824	330	36	.	.	PUNCT
cana-3824	331	1	figure	figure	VERB
cana-3824	331	2	7	7	NUM
cana-3824	331	3	:	:	PUNCT
cana-3824	331	4	attack	attack	VERB
cana-3824	331	5	classification	classification	NOUN
cana-3824	331	6	analysis	analysis	NOUN
cana-3824	331	7	of	of	ADP
cana-3824	331	8	the	the	DET
cana-3824	331	9	malicious	malicious	ADJ
cana-3824	331	10	node	node	ADJ
cana-3824	331	11	communications	communication	NOUN
cana-3824	331	12	on	on	ADP
cana-3824	331	13	applied	apply	VERB
cana-3824	331	14	nonlinear	nonlinear	ADJ
cana-3824	331	15	analysis	analysis	NOUN
cana-3824	331	16	issn	issn	NOUN
cana-3824	331	17	:	:	PUNCT
cana-3824	331	18	1074	1074	NUM
cana-3824	331	19	-	-	PUNCT
cana-3824	331	20	133x	133x	NUM
cana-3824	331	21	vol	vol	NOUN
cana-3824	331	22	32	32	NUM
cana-3824	331	23	no	no	NOUN
cana-3824	331	24	.	.	PUNCT
cana-3824	332	1	8s	8s	PROPN
cana-3824	332	2	(	(	PUNCT
cana-3824	332	3	2025	2025	NUM
cana-3824	332	4	)	)	PUNCT
cana-3824	332	5	827	827	NUM
cana-3824	333	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	333	2	5	5	X
cana-3824	333	3	.	.	PUNCT
cana-3824	333	4	conclusion	conclusion	NOUN
cana-3824	333	5	to	to	PART
cana-3824	333	6	sum	sum	VERB
cana-3824	333	7	up	up	ADP
cana-3824	333	8	,	,	PUNCT
cana-3824	333	9	this	this	DET
cana-3824	333	10	study	study	NOUN
cana-3824	333	11	tackles	tackle	VERB
cana-3824	333	12	the	the	DET
cana-3824	333	13	vital	vital	ADJ
cana-3824	333	14	issue	issue	NOUN
cana-3824	333	15	of	of	ADP
cana-3824	333	16	security	security	NOUN
cana-3824	333	17	and	and	CCONJ
cana-3824	333	18	energy	energy	NOUN
cana-3824	333	19	efficiency	efficiency	NOUN
cana-3824	333	20	in	in	ADP
cana-3824	333	21	wireless	wireless	ADJ
cana-3824	333	22	sensor	sensor	NOUN
cana-3824	333	23	networks	network	NOUN
cana-3824	333	24	(	(	PUNCT
cana-3824	333	25	wsns	wsns	PROPN
cana-3824	333	26	)	)	PUNCT
cana-3824	333	27	.	.	PUNCT
cana-3824	334	1	to	to	PART
cana-3824	334	2	ensure	ensure	VERB
cana-3824	334	3	optimal	optimal	ADJ
cana-3824	334	4	routing	routing	NOUN
cana-3824	334	5	while	while	SCONJ
cana-3824	334	6	minimising	minimise	VERB
cana-3824	334	7	energy	energy	NOUN
cana-3824	334	8	consumption	consumption	NOUN
cana-3824	334	9	,	,	PUNCT
cana-3824	334	10	the	the	DET
cana-3824	334	11	study	study	NOUN
cana-3824	334	12	incorporates	incorporate	VERB
cana-3824	334	13	various	various	ADJ
cana-3824	334	14	parameters	parameter	NOUN
cana-3824	334	15	like	like	ADP
cana-3824	334	16	distance	distance	NOUN
cana-3824	334	17	,	,	PUNCT
cana-3824	334	18	energy	energy	NOUN
cana-3824	334	19	,	,	PUNCT
cana-3824	334	20	security	security	NOUN
cana-3824	334	21	,	,	PUNCT
cana-3824	334	22	delay	delay	NOUN
cana-3824	334	23	,	,	PUNCT
cana-3824	334	24	trust	trust	NOUN
cana-3824	334	25	evaluation	evaluation	NOUN
cana-3824	334	26	,	,	PUNCT
cana-3824	334	27	and	and	CCONJ
cana-3824	334	28	rssi	rssi	NOUN
cana-3824	334	29	.	.	PUNCT
cana-3824	335	1	for	for	ADP
cana-3824	335	2	cluster	cluster	NOUN
cana-3824	335	3	head	head	NOUN
cana-3824	335	4	selection	selection	NOUN
cana-3824	335	5	,	,	PUNCT
cana-3824	335	6	it	it	PRON
cana-3824	335	7	uses	use	VERB
cana-3824	335	8	a	a	DET
cana-3824	335	9	kgmo	kgmo	NOUN
cana-3824	335	10	-	-	PUNCT
cana-3824	335	11	based	base	VERB
cana-3824	335	12	modified	modify	VERB
cana-3824	335	13	reptile	reptile	NOUN
cana-3824	335	14	search	search	NOUN
cana-3824	335	15	algorithm	algorithm	NOUN
cana-3824	335	16	.	.	PUNCT
cana-3824	336	1	furthermore	furthermore	ADV
cana-3824	336	2	,	,	PUNCT
cana-3824	336	3	by	by	ADP
cana-3824	336	4	figuring	figure	VERB
cana-3824	336	5	out	out	ADP
cana-3824	336	6	the	the	DET
cana-3824	336	7	shortest	short	ADJ
cana-3824	336	8	path	path	NOUN
cana-3824	336	9	,	,	PUNCT
cana-3824	336	10	the	the	DET
cana-3824	336	11	suggested	suggest	VERB
cana-3824	336	12	energy	energy	NOUN
cana-3824	336	13	-	-	PUNCT
cana-3824	336	14	efficient	efficient	ADJ
cana-3824	336	15	cross	cross	ADJ
cana-3824	336	16	-	-	ADJ
cana-3824	336	17	layer	layer	NOUN
cana-3824	336	18	-	-	PUNCT
cana-3824	336	19	based	base	VERB
cana-3824	336	20	expedient	expedient	ADJ
cana-3824	336	21	routing	routing	NOUN
cana-3824	336	22	protocol	protocol	NOUN
cana-3824	336	23	(	(	PUNCT
cana-3824	336	24	e	e	NOUN
cana-3824	336	25	-	-	NOUN
cana-3824	336	26	cerp	cerp	NOUN
cana-3824	336	27	)	)	PUNCT
cana-3824	336	28	dynamically	dynamically	ADV
cana-3824	336	29	lowers	lower	VERB
cana-3824	336	30	network	network	NOUN
cana-3824	336	31	overhead	overhead	ADV
cana-3824	336	32	.	.	PUNCT
cana-3824	337	1	moreover	moreover	ADV
cana-3824	337	2	,	,	PUNCT
cana-3824	337	3	implementing	implement	VERB
cana-3824	337	4	the	the	DET
cana-3824	337	5	birnn	birnn	NOUN
cana-3824	337	6	model	model	NOUN
cana-3824	337	7	makes	make	VERB
cana-3824	337	8	it	it	PRON
cana-3824	337	9	easier	easy	ADJ
cana-3824	337	10	to	to	PART
cana-3824	337	11	identify	identify	VERB
cana-3824	337	12	malicious	malicious	ADJ
cana-3824	337	13	nodes	node	NOUN
cana-3824	337	14	,	,	PUNCT
cana-3824	337	15	improving	improve	VERB
cana-3824	337	16	network	network	NOUN
cana-3824	337	17	security	security	NOUN
cana-3824	337	18	.	.	PUNCT
cana-3824	338	1	the	the	DET
cana-3824	338	2	suggested	suggest	VERB
cana-3824	338	3	approach	approach	NOUN
cana-3824	338	4	outperforms	outperform	VERB
cana-3824	338	5	current	current	ADJ
cana-3824	338	6	methods	method	NOUN
cana-3824	338	7	in	in	ADP
cana-3824	338	8	terms	term	NOUN
cana-3824	338	9	of	of	ADP
cana-3824	338	10	power	power	NOUN
cana-3824	338	11	consumption	consumption	NOUN
cana-3824	338	12	,	,	PUNCT
cana-3824	338	13	delay	delay	NOUN
cana-3824	338	14	,	,	PUNCT
cana-3824	338	15	throughput	throughput	NOUN
cana-3824	338	16	,	,	PUNCT
cana-3824	338	17	and	and	CCONJ
cana-3824	338	18	error	error	NOUN
cana-3824	338	19	estimation	estimation	NOUN
cana-3824	338	20	,	,	PUNCT
cana-3824	338	21	among	among	ADP
cana-3824	338	22	other	other	ADJ
cana-3824	338	23	extensive	extensive	ADJ
cana-3824	338	24	assessment	assessment	NOUN
cana-3824	338	25	metrics	metric	NOUN
cana-3824	338	26	.	.	PUNCT
cana-3824	339	1	all	all	DET
cana-3824	339	2	things	thing	NOUN
cana-3824	339	3	measured	measure	VERB
cana-3824	339	4	,	,	PUNCT
cana-3824	339	5	this	this	DET
cana-3824	339	6	work	work	NOUN
cana-3824	339	7	makes	make	VERB
cana-3824	339	8	a	a	DET
cana-3824	339	9	substantial	substantial	ADJ
cana-3824	339	10	contribution	contribution	NOUN
cana-3824	339	11	to	to	ADP
cana-3824	339	12	the	the	DET
cana-3824	339	13	development	development	NOUN
cana-3824	339	14	of	of	ADP
cana-3824	339	15	safe	safe	ADJ
cana-3824	339	16	and	and	CCONJ
cana-3824	339	17	energy	energy	NOUN
cana-3824	339	18	-	-	PUNCT
cana-3824	339	19	efficient	efficient	ADJ
cana-3824	339	20	routing	routing	NOUN
cana-3824	339	21	protocols	protocol	NOUN
cana-3824	339	22	for	for	ADP
cana-3824	339	23	wsns	wsns	NOUN
cana-3824	339	24	,	,	PUNCT
cana-3824	339	25	opening	open	VERB
cana-3824	339	26	the	the	DET
cana-3824	339	27	door	door	NOUN
cana-3824	339	28	to	to	ADP
cana-3824	339	29	improved	improve	VERB
cana-3824	339	30	network	network	NOUN
cana-3824	339	31	presentation	presentation	NOUN
cana-3824	339	32	and	and	CCONJ
cana-3824	339	33	dependability	dependability	NOUN
cana-3824	339	34	in	in	ADP
cana-3824	339	35	a	a	DET
cana-3824	339	36	variety	variety	NOUN
cana-3824	339	37	of	of	ADP
cana-3824	339	38	applications	application	NOUN
cana-3824	339	39	.	.	PUNCT
cana-3824	340	1	the	the	DET
cana-3824	340	2	proposed	propose	VERB
cana-3824	340	3	model	model	NOUN
cana-3824	340	4	exhibited	exhibit	VERB
cana-3824	340	5	superior	superior	ADJ
cana-3824	340	6	performance	performance	NOUN
cana-3824	340	7	across	across	ADP
cana-3824	340	8	various	various	ADJ
cana-3824	340	9	metrics	metric	NOUN
cana-3824	340	10	of	of	ADP
cana-3824	340	11	packet	packet	NOUN
cana-3824	340	12	delivery	delivery	NOUN
cana-3824	340	13	ratio	ratio	NOUN
cana-3824	340	14	(	(	PUNCT
cana-3824	340	15	pdr	pdr	PROPN
cana-3824	340	16	)	)	PUNCT
cana-3824	340	17	of	of	ADP
cana-3824	340	18	0.99	0.99	NUM
cana-3824	340	19	,	,	PUNCT
cana-3824	340	20	throughput	throughput	NOUN
cana-3824	340	21	of	of	ADP
cana-3824	340	22	0.98	0.98	NUM
cana-3824	340	23	,	,	PUNCT
cana-3824	340	24	packet	packet	NOUN
cana-3824	340	25	delay	delay	NOUN
cana-3824	340	26	reduced	reduce	VERB
cana-3824	340	27	to	to	ADP
cana-3824	340	28	0.05	0.05	NUM
cana-3824	340	29	,	,	PUNCT
cana-3824	340	30	power	power	NOUN
cana-3824	340	31	consumption	consumption	NOUN
cana-3824	340	32	minimized	minimize	VERB
cana-3824	340	33	to	to	ADP
cana-3824	340	34	1.52	1.52	NUM
cana-3824	340	35	,	,	PUNCT
cana-3824	340	36	and	and	CCONJ
cana-3824	340	37	an	an	DET
cana-3824	340	38	impressive	impressive	ADJ
cana-3824	340	39	accuracy	accuracy	NOUN
cana-3824	340	40	of	of	ADP
cana-3824	340	41	99.21	99.21	NUM
cana-3824	340	42	%	%	NOUN
cana-3824	340	43	,	,	PUNCT
cana-3824	340	44	indicating	indicate	VERB
cana-3824	340	45	its	its	PRON
cana-3824	340	46	effectiveness	effectiveness	NOUN
cana-3824	340	47	in	in	ADP
cana-3824	340	48	enhancing	enhance	VERB
cana-3824	340	49	network	network	NOUN
cana-3824	340	50	efficiency	efficiency	NOUN
cana-3824	340	51	.	.	PUNCT
cana-3824	341	1	future	future	ADJ
cana-3824	341	2	work	work	NOUN
cana-3824	341	3	may	may	AUX
cana-3824	341	4	explore	explore	VERB
cana-3824	341	5	ensemble	ensemble	ADJ
cana-3824	341	6	dl	dl	PROPN
cana-3824	341	7	models	model	NOUN
cana-3824	341	8	,	,	PUNCT
cana-3824	341	9	edge	edge	NOUN
cana-3824	341	10	computing	computing	NOUN
cana-3824	341	11	integration	integration	NOUN
cana-3824	341	12	,	,	PUNCT
cana-3824	341	13	and	and	CCONJ
cana-3824	341	14	adaptive	adaptive	ADJ
cana-3824	341	15	security	security	NOUN
cana-3824	341	16	mechanisms	mechanism	NOUN
cana-3824	341	17	for	for	ADP
cana-3824	341	18	enhanced	enhanced	ADJ
cana-3824	341	19	attack	attack	NOUN
cana-3824	341	20	detection	detection	NOUN
cana-3824	341	21	in	in	ADP
cana-3824	341	22	wsns	wsns	PROPN
cana-3824	341	23	.	.	PUNCT
cana-3824	342	1	references	reference	NOUN
cana-3824	342	2	[	[	X
cana-3824	342	3	1	1	NUM
cana-3824	342	4	]	]	X
cana-3824	342	5	mittal	mittal	ADJ
cana-3824	342	6	,	,	PUNCT
cana-3824	342	7	n.	n.	NOUN
cana-3824	342	8	;	;	PUNCT
cana-3824	342	9	singh	singh	PROPN
cana-3824	342	10	,	,	PUNCT
cana-3824	342	11	u.	u.	PROPN
cana-3824	342	12	;	;	PUNCT
cana-3824	342	13	salgotra	salgotra	PROPN
cana-3824	342	14	,	,	PUNCT
cana-3824	342	15	r.	r.	PROPN
cana-3824	342	16	tree	tree	PROPN
cana-3824	342	17	-	-	PUNCT
cana-3824	342	18	based	base	VERB
cana-3824	342	19	threshold	threshold	NOUN
cana-3824	342	20	-	-	PUNCT
cana-3824	342	21	sensitive	sensitive	ADJ
cana-3824	342	22	energy	energy	NOUN
cana-3824	342	23	-	-	PUNCT
cana-3824	342	24	efficient	efficient	ADJ
cana-3824	342	25	routing	routing	NOUN
cana-3824	342	26	approach	approach	NOUN
cana-3824	342	27	for	for	ADP
cana-3824	342	28	wireless	wireless	ADJ
cana-3824	342	29	sensor	sensor	NOUN
cana-3824	342	30	networks.wirel	networks.wirel	PART
cana-3824	342	31	.	.	PROPN
cana-3824	342	32	pers	per	NOUN
cana-3824	342	33	.	.	PUNCT
cana-3824	343	1	commun	commun	PROPN
cana-3824	343	2	.	.	PROPN
cana-3824	344	1	2019	2019	NUM
cana-3824	344	2	,	,	PUNCT
cana-3824	344	3	108	108	NUM
cana-3824	344	4	,	,	PUNCT
cana-3824	344	5	473–492	473–492	NUM
cana-3824	345	1	[	[	X
cana-3824	345	2	2	2	NUM
cana-3824	345	3	]	]	PUNCT
cana-3824	345	4	gomathi	gomathi	PROPN
cana-3824	345	5	,	,	PUNCT
cana-3824	345	6	s.	s.	PROPN
cana-3824	345	7	,	,	PUNCT
cana-3824	345	8	&	&	CCONJ
cana-3824	345	9	gopala	gopala	PROPN
cana-3824	345	10	krishnan	krishnan	PROPN
cana-3824	345	11	,	,	PUNCT
cana-3824	345	12	c.	c.	PROPN
cana-3824	345	13	(	(	PUNCT
cana-3824	345	14	2020	2020	NUM
cana-3824	345	15	)	)	PUNCT
cana-3824	345	16	.	.	PUNCT
cana-3824	346	1	malicious	malicious	ADJ
cana-3824	346	2	node	node	ADJ
cana-3824	346	3	detection	detection	NOUN
cana-3824	346	4	in	in	ADP
cana-3824	346	5	wireless	wireless	ADJ
cana-3824	346	6	sensor	sensor	NOUN
cana-3824	346	7	networks	network	NOUN
cana-3824	346	8	using	use	VERB
cana-3824	346	9	an	an	DET
cana-3824	346	10	efficient	efficient	ADJ
cana-3824	346	11	secure	secure	ADJ
cana-3824	346	12	data	data	NOUN
cana-3824	346	13	aggregation	aggregation	NOUN
cana-3824	346	14	protocol	protocol	NOUN
cana-3824	346	15	.	.	PUNCT
cana-3824	347	1	wireless	wireless	ADJ
cana-3824	347	2	personal	personal	ADJ
cana-3824	347	3	communications	communication	NOUN
cana-3824	347	4	,	,	PUNCT
cana-3824	347	5	113	113	NUM
cana-3824	347	6	,	,	PUNCT
cana-3824	347	7	1775	1775	NUM
cana-3824	347	8	-	-	SYM
cana-3824	347	9	1790	1790	NUM
cana-3824	347	10	.	.	PUNCT
cana-3824	348	1	[	[	X
cana-3824	348	2	3	3	NUM
cana-3824	348	3	]	]	X
cana-3824	348	4	ramasamy	ramasamy	NOUN
cana-3824	348	5	,	,	PUNCT
cana-3824	348	6	l.	l.	PROPN
cana-3824	348	7	k.	k.	PROPN
cana-3824	348	8	,	,	PUNCT
cana-3824	348	9	kp	kp	PROPN
cana-3824	348	10	,	,	PUNCT
cana-3824	348	11	f.	f.	PROPN
cana-3824	348	12	k.	k.	PROPN
cana-3824	348	13	,	,	PUNCT
cana-3824	348	14	imoize	imoize	VERB
cana-3824	348	15	,	,	PUNCT
cana-3824	348	16	a.	a.	PROPN
cana-3824	348	17	l.	l.	PROPN
cana-3824	348	18	,	,	PUNCT
cana-3824	348	19	ogbebor	ogbebor	PROPN
cana-3824	348	20	,	,	PUNCT
cana-3824	348	21	j.	j.	PROPN
cana-3824	348	22	o.	o.	PROPN
cana-3824	348	23	,	,	PUNCT
cana-3824	348	24	kadry	kadry	PROPN
cana-3824	348	25	,	,	PUNCT
cana-3824	348	26	s.	s.	PROPN
cana-3824	348	27	,	,	PUNCT
cana-3824	348	28	&	&	CCONJ
cana-3824	348	29	rho	rho	PROPN
cana-3824	348	30	,	,	PUNCT
cana-3824	348	31	s.	s.	PROPN
cana-3824	348	32	(	(	PUNCT
cana-3824	348	33	2021	2021	NUM
cana-3824	348	34	)	)	PUNCT
cana-3824	348	35	.	.	PUNCT
cana-3824	349	1	blockchain	blockchain	PROPN
cana-3824	349	2	-	-	PUNCT
cana-3824	349	3	based	base	VERB
cana-3824	349	4	wireless	wireless	ADJ
cana-3824	349	5	sensor	sensor	NOUN
cana-3824	349	6	networks	network	NOUN
cana-3824	349	7	for	for	ADP
cana-3824	349	8	malicious	malicious	ADJ
cana-3824	349	9	node	node	ADJ
cana-3824	349	10	detection	detection	NOUN
cana-3824	349	11	:	:	PUNCT
cana-3824	349	12	a	a	DET
cana-3824	349	13	survey	survey	NOUN
cana-3824	349	14	.	.	PUNCT
cana-3824	350	1	ieee	ieee	NOUN
cana-3824	350	2	access	access	NOUN
cana-3824	350	3	,	,	PUNCT
cana-3824	350	4	9	9	NUM
cana-3824	350	5	,	,	PUNCT
cana-3824	350	6	128765	128765	NUM
cana-3824	350	7	-	-	SYM
cana-3824	350	8	128785	128785	NUM
cana-3824	350	9	.	.	PUNCT
cana-3824	351	1	[	[	X
cana-3824	351	2	4	4	NUM
cana-3824	351	3	]	]	X
cana-3824	351	4	kumar	kumar	PROPN
cana-3824	351	5	,	,	PUNCT
cana-3824	351	6	m.	m.	NOUN
cana-3824	351	7	,	,	PUNCT
cana-3824	351	8	mukherjee	mukherjee	NOUN
cana-3824	351	9	,	,	PUNCT
cana-3824	351	10	p.	p.	NOUN
cana-3824	351	11	,	,	PUNCT
cana-3824	351	12	verma	verma	PROPN
cana-3824	351	13	,	,	PUNCT
cana-3824	351	14	k.	k.	PROPN
cana-3824	351	15	,	,	PUNCT
cana-3824	351	16	verma	verma	PROPN
cana-3824	351	17	,	,	PUNCT
cana-3824	351	18	s.	s.	PROPN
cana-3824	351	19	,	,	PUNCT
cana-3824	351	20	&	&	CCONJ
cana-3824	351	21	rawat	rawat	PROPN
cana-3824	351	22	,	,	PUNCT
cana-3824	351	23	d.	d.	PROPN
cana-3824	351	24	b.	b.	PROPN
cana-3824	351	25	(	(	PUNCT
cana-3824	351	26	2021	2021	NUM
cana-3824	351	27	)	)	PUNCT
cana-3824	351	28	.	.	PUNCT
cana-3824	351	29	improved	improve	VERB
cana-3824	351	30	deep	deep	ADJ
cana-3824	351	31	convolutional	convolutional	ADJ
cana-3824	351	32	neural	neural	ADJ
cana-3824	351	33	network	network	NOUN
cana-3824	351	34	based	base	VERB
cana-3824	351	35	malicious	malicious	ADJ
cana-3824	351	36	node	node	ADJ
cana-3824	351	37	detection	detection	NOUN
cana-3824	351	38	and	and	CCONJ
cana-3824	351	39	energy	energy	NOUN
cana-3824	351	40	-	-	PUNCT
cana-3824	351	41	efficient	efficient	ADJ
cana-3824	351	42	data	data	NOUN
cana-3824	351	43	transmission	transmission	NOUN
cana-3824	351	44	in	in	ADP
cana-3824	351	45	wireless	wireless	ADJ
cana-3824	351	46	sensor	sensor	NOUN
cana-3824	351	47	networks	network	NOUN
cana-3824	351	48	.	.	PUNCT
cana-3824	352	1	ieee	ieee	NOUN
cana-3824	352	2	transactions	transaction	NOUN
cana-3824	352	3	on	on	ADP
cana-3824	352	4	network	network	NOUN
cana-3824	352	5	science	science	NOUN
cana-3824	352	6	and	and	CCONJ
cana-3824	352	7	engineering	engineering	NOUN
cana-3824	352	8	,	,	PUNCT
cana-3824	352	9	9(5	9(5	NUM
cana-3824	352	10	)	)	PUNCT
cana-3824	352	11	,	,	PUNCT
cana-3824	352	12	3272	3272	NUM
cana-3824	352	13	-	-	PUNCT
cana-3824	352	14	3281	3281	NUM
cana-3824	352	15	.	.	PUNCT
cana-3824	353	1	[	[	X
cana-3824	353	2	5	5	NUM
cana-3824	353	3	]	]	SYM
cana-3824	353	4	yang	yang	PROPN
cana-3824	353	5	,	,	PUNCT
cana-3824	353	6	h.	h.	PROPN
cana-3824	353	7	,	,	PUNCT
cana-3824	353	8	zhang	zhang	PROPN
cana-3824	353	9	,	,	PUNCT
cana-3824	353	10	x.	x.	PROPN
cana-3824	353	11	,	,	PUNCT
cana-3824	353	12	&	&	CCONJ
cana-3824	353	13	cheng	cheng	PROPN
cana-3824	353	14	,	,	PUNCT
cana-3824	353	15	f.	f.	PROPN
cana-3824	353	16	(	(	PUNCT
cana-3824	353	17	2021	2021	NUM
cana-3824	353	18	)	)	PUNCT
cana-3824	353	19	.	.	PUNCT
cana-3824	354	1	a	a	DET
cana-3824	354	2	novel	novel	ADJ
cana-3824	354	3	algorithm	algorithm	NOUN
cana-3824	354	4	for	for	ADP
cana-3824	354	5	improving	improve	VERB
cana-3824	354	6	malicious	malicious	ADJ
cana-3824	354	7	node	node	ADJ
cana-3824	354	8	detection	detection	NOUN
cana-3824	354	9	effect	effect	NOUN
cana-3824	354	10	in	in	ADP
cana-3824	354	11	wireless	wireless	ADJ
cana-3824	354	12	sensor	sensor	NOUN
cana-3824	354	13	networks	network	NOUN
cana-3824	354	14	.	.	PUNCT
cana-3824	355	1	mobile	mobile	ADJ
cana-3824	355	2	networks	network	NOUN
cana-3824	355	3	and	and	CCONJ
cana-3824	355	4	applications	application	NOUN
cana-3824	355	5	,	,	PUNCT
cana-3824	355	6	26	26	NUM
cana-3824	355	7	,	,	PUNCT
cana-3824	355	8	1564	1564	NUM
cana-3824	355	9	-	-	SYM
cana-3824	355	10	1573	1573	NUM
cana-3824	355	11	.	.	PUNCT
cana-3824	356	1	[	[	X
cana-3824	356	2	6	6	NUM
cana-3824	356	3	]	]	X
cana-3824	356	4	gomathy	gomathy	NOUN
cana-3824	356	5	,	,	PUNCT
cana-3824	356	6	v.	v.	PROPN
cana-3824	356	7	,	,	PUNCT
cana-3824	356	8	padhy	padhy	PROPN
cana-3824	356	9	,	,	PUNCT
cana-3824	356	10	n.	n.	NOUN
cana-3824	356	11	,	,	PUNCT
cana-3824	356	12	samanta	samanta	PROPN
cana-3824	356	13	,	,	PUNCT
cana-3824	356	14	d.	d.	PROPN
cana-3824	356	15	,	,	PUNCT
cana-3824	356	16	sivaram	sivaram	PROPN
cana-3824	356	17	,	,	PUNCT
cana-3824	356	18	m.	m.	NOUN
cana-3824	356	19	,	,	PUNCT
cana-3824	356	20	jain	jain	PROPN
cana-3824	356	21	,	,	PUNCT
cana-3824	356	22	v.	v.	PROPN
cana-3824	356	23	,	,	PUNCT
cana-3824	356	24	&	&	CCONJ
cana-3824	356	25	amiri	amiri	PROPN
cana-3824	356	26	,	,	PUNCT
cana-3824	356	27	i.	i.	PROPN
cana-3824	356	28	s.	s.	PROPN
cana-3824	356	29	(	(	PUNCT
cana-3824	356	30	2020	2020	NUM
cana-3824	356	31	)	)	PUNCT
cana-3824	356	32	.	.	PUNCT
cana-3824	357	1	malicious	malicious	ADJ
cana-3824	357	2	node	node	ADJ
cana-3824	357	3	detection	detection	NOUN
cana-3824	357	4	using	use	VERB
cana-3824	357	5	heterogeneous	heterogeneous	ADJ
cana-3824	357	6	cluster	cluster	NOUN
cana-3824	357	7	based	base	VERB
cana-3824	357	8	secure	secure	ADJ
cana-3824	357	9	routing	routing	NOUN
cana-3824	357	10	protocol	protocol	NOUN
cana-3824	357	11	(	(	PUNCT
cana-3824	357	12	hcbs	hcbs	NOUN
cana-3824	357	13	)	)	PUNCT
cana-3824	357	14	in	in	ADP
cana-3824	357	15	wireless	wireless	ADJ
cana-3824	357	16	adhoc	adhoc	PROPN
cana-3824	357	17	sensor	sensor	NOUN
cana-3824	357	18	networks	network	NOUN
cana-3824	357	19	.	.	PUNCT
cana-3824	358	1	journal	journal	PROPN
cana-3824	358	2	of	of	ADP
cana-3824	358	3	ambient	ambient	ADJ
cana-3824	358	4	intelligence	intelligence	NOUN
cana-3824	358	5	and	and	CCONJ
cana-3824	358	6	humanized	humanize	VERB
cana-3824	358	7	computing	computing	NOUN
cana-3824	358	8	,	,	PUNCT
cana-3824	358	9	11	11	NUM
cana-3824	358	10	,	,	PUNCT
cana-3824	358	11	4995	4995	NUM
cana-3824	358	12	-	-	SYM
cana-3824	358	13	5001	5001	NUM
cana-3824	358	14	.	.	PUNCT
cana-3824	359	1	[	[	X
cana-3824	359	2	7	7	NUM
cana-3824	359	3	]	]	X
cana-3824	359	4	kshirsagar	kshirsagar	NOUN
cana-3824	359	5	,	,	PUNCT
cana-3824	359	6	p.	p.	PROPN
cana-3824	359	7	r.	r.	PROPN
cana-3824	359	8	(	(	PUNCT
cana-3824	359	9	2021	2021	NUM
cana-3824	359	10	)	)	PUNCT
cana-3824	359	11	.	.	PUNCT
cana-3824	359	12	malicious	malicious	ADJ
cana-3824	359	13	node	node	ADJ
cana-3824	359	14	detection	detection	NOUN
cana-3824	359	15	in	in	ADP
cana-3824	359	16	adhoc	adhoc	PROPN
cana-3824	359	17	wireless	wireless	ADJ
cana-3824	359	18	sensor	sensor	NOUN
cana-3824	359	19	networks	network	NOUN
cana-3824	359	20	using	use	VERB
cana-3824	359	21	secure	secure	ADJ
cana-3824	359	22	trust	trust	NOUN
cana-3824	359	23	protocol	protocol	NOUN
cana-3824	359	24	.	.	PUNCT
cana-3824	360	1	research	research	NOUN
cana-3824	360	2	journal	journal	PROPN
cana-3824	360	3	of	of	ADP
cana-3824	360	4	computer	computer	NOUN
cana-3824	360	5	systems	system	NOUN
cana-3824	360	6	and	and	CCONJ
cana-3824	360	7	engineering	engineering	NOUN
cana-3824	360	8	,	,	PUNCT
cana-3824	360	9	2(2	2(2	NUM
cana-3824	360	10	)	)	PUNCT
cana-3824	360	11	,	,	PUNCT
cana-3824	360	12	12	12	NUM
cana-3824	360	13	-	-	SYM
cana-3824	360	14	16	16	NUM
cana-3824	360	15	.	.	PUNCT
cana-3824	361	1	[	[	X
cana-3824	361	2	8	8	NUM
cana-3824	361	3	]	]	X
cana-3824	361	4	morsi	morsi	NOUN
cana-3824	361	5	,	,	PUNCT
cana-3824	361	6	a.	a.	NOUN
cana-3824	361	7	m.	m.	NOUN
cana-3824	361	8	,	,	PUNCT
cana-3824	361	9	barakat	barakat	PROPN
cana-3824	361	10	,	,	PUNCT
cana-3824	361	11	t.	t.	NOUN
cana-3824	361	12	m.	m.	NOUN
cana-3824	361	13	,	,	PUNCT
cana-3824	361	14	&	&	CCONJ
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cana-3824	361	16	,	,	PUNCT
cana-3824	361	17	a.	a.	NOUN
cana-3824	361	18	a.	a.	NOUN
cana-3824	361	19	(	(	PUNCT
cana-3824	361	20	2020	2020	NUM
cana-3824	361	21	)	)	PUNCT
cana-3824	361	22	.	.	PUNCT
cana-3824	362	1	an	an	DET
cana-3824	362	2	efficient	efficient	ADJ
cana-3824	362	3	and	and	CCONJ
cana-3824	362	4	secure	secure	VERB
cana-3824	362	5	malicious	malicious	ADJ
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cana-3824	362	8	model	model	NOUN
cana-3824	362	9	for	for	ADP
cana-3824	362	10	wireless	wireless	ADJ
cana-3824	362	11	sensor	sensor	NOUN
cana-3824	362	12	networks	network	NOUN
cana-3824	362	13	.	.	PUNCT
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cana-3824	363	2	journal	journal	PROPN
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cana-3824	363	5	networks	network	NOUN
cana-3824	363	6	&	&	CCONJ
cana-3824	363	7	communications	communication	NOUN
cana-3824	363	8	(	(	PUNCT
cana-3824	363	9	ijcnc	ijcnc	ADJ
cana-3824	363	10	)	)	PUNCT
cana-3824	363	11	vol	vol	NOUN
cana-3824	363	12	,	,	PUNCT
cana-3824	363	13	12	12	NUM
cana-3824	363	14	.	.	PUNCT
cana-3824	364	1	[	[	X
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cana-3824	364	3	]	]	X
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cana-3824	364	5	,	,	PUNCT
cana-3824	364	6	y.	y.	PROPN
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cana-3824	364	9	,	,	PUNCT
cana-3824	364	10	l.	l.	PROPN
cana-3824	364	11	,	,	PUNCT
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cana-3824	364	13	,	,	PUNCT
cana-3824	364	14	j.	j.	PROPN
cana-3824	364	15	,	,	PUNCT
cana-3824	364	16	wang	wang	PROPN
cana-3824	364	17	,	,	PUNCT
cana-3824	364	18	y.	y.	PROPN
cana-3824	364	19	,	,	PUNCT
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cana-3824	364	21	,	,	PUNCT
cana-3824	364	22	t.	t.	PROPN
cana-3824	364	23	,	,	PUNCT
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cana-3824	364	25	,	,	PUNCT
cana-3824	364	26	z.	z.	PROPN
cana-3824	364	27	,	,	PUNCT
cana-3824	364	28	&	&	CCONJ
cana-3824	364	29	qin	qin	PROPN
cana-3824	364	30	,	,	PUNCT
cana-3824	364	31	h.	h.	PROPN
cana-3824	364	32	(	(	PUNCT
cana-3824	364	33	2022	2022	NUM
cana-3824	364	34	)	)	PUNCT
cana-3824	364	35	.	.	PUNCT
cana-3824	365	1	identifying	identify	VERB
cana-3824	365	2	malicious	malicious	ADJ
cana-3824	365	3	nodes	node	NOUN
cana-3824	365	4	in	in	ADP
cana-3824	365	5	wireless	wireless	ADJ
cana-3824	365	6	sensor	sensor	NOUN
cana-3824	365	7	networks	network	NOUN
cana-3824	365	8	based	base	VERB
cana-3824	365	9	on	on	ADP
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cana-3824	365	11	detection	detection	NOUN
cana-3824	365	12	.	.	PUNCT
cana-3824	366	1	computers	computer	NOUN
cana-3824	366	2	&	&	CCONJ
cana-3824	366	3	security	security	NOUN
cana-3824	366	4	,	,	PUNCT
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cana-3824	366	6	,	,	PUNCT
cana-3824	366	7	102540	102540	NUM
cana-3824	366	8	.	.	PUNCT
cana-3824	367	1	[	[	X
cana-3824	367	2	10	10	NUM
cana-3824	367	3	]	]	X
cana-3824	367	4	teng	teng	PROPN
cana-3824	367	5	,	,	PUNCT
cana-3824	367	6	z.	z.	PROPN
cana-3824	367	7	,	,	PUNCT
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cana-3824	367	9	,	,	PUNCT
cana-3824	367	10	b.	b.	PROPN
cana-3824	367	11	,	,	PUNCT
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cana-3824	367	13	,	,	PUNCT
cana-3824	367	14	c.	c.	PROPN
cana-3824	367	15	,	,	PUNCT
cana-3824	367	16	&	&	CCONJ
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cana-3824	367	18	,	,	PUNCT
cana-3824	367	19	z.	z.	PROPN
cana-3824	367	20	(	(	PUNCT
cana-3824	367	21	2020	2020	NUM
cana-3824	367	22	)	)	PUNCT
cana-3824	367	23	.	.	PUNCT
cana-3824	368	1	malicious	malicious	ADJ
cana-3824	368	2	node	node	ADJ
cana-3824	368	3	identification	identification	NOUN
cana-3824	368	4	strategy	strategy	NOUN
cana-3824	368	5	with	with	ADP
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cana-3824	368	7	parameters	parameter	NOUN
cana-3824	368	8	.	.	PUNCT
cana-3824	369	1	ieee	ieee	NOUN
cana-3824	369	2	access	access	NOUN
cana-3824	369	3	,	,	PUNCT
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cana-3824	369	5	,	,	PUNCT
cana-3824	369	6	149522	149522	NUM
cana-3824	369	7	-	-	SYM
cana-3824	369	8	149530	149530	NUM
cana-3824	369	9	.	.	PUNCT
cana-3824	370	1	[	[	X
cana-3824	370	2	11	11	NUM
cana-3824	370	3	]	]	X
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cana-3824	370	5	,	,	PUNCT
cana-3824	370	6	v.	v.	ADV
cana-3824	370	7	,	,	PUNCT
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cana-3824	370	9	,	,	PUNCT
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cana-3824	370	15	r.	r.	PROPN
cana-3824	370	16	,	,	PUNCT
cana-3824	370	17	&	&	CCONJ
cana-3824	370	18	baalamurugan	baalamurugan	PROPN
cana-3824	370	19	,	,	PUNCT
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cana-3824	370	21	m.	m.	PROPN
cana-3824	370	22	(	(	PUNCT
cana-3824	370	23	2020	2020	NUM
cana-3824	370	24	)	)	PUNCT
cana-3824	370	25	.	.	PUNCT
cana-3824	371	1	an	an	DET
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cana-3824	371	3	social	social	ADJ
cana-3824	371	4	internet	internet	NOUN
cana-3824	371	5	of	of	ADP
cana-3824	371	6	things	thing	NOUN
cana-3824	371	7	(	(	PUNCT
cana-3824	371	8	siot	siot	NOUN
cana-3824	371	9	)	)	PUNCT
cana-3824	371	10	model	model	NOUN
cana-3824	371	11	for	for	ADP
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cana-3824	371	13	node	node	ADJ
cana-3824	371	14	detection	detection	NOUN
cana-3824	371	15	in	in	ADP
cana-3824	371	16	wireless	wireless	ADJ
cana-3824	371	17	sensor	sensor	NOUN
cana-3824	371	18	networks	network	NOUN
cana-3824	371	19	.	.	PUNCT
cana-3824	372	1	artificial	artificial	ADJ
cana-3824	372	2	intelligence	intelligence	NOUN
cana-3824	372	3	techniques	technique	NOUN
cana-3824	372	4	in	in	ADP
cana-3824	372	5	iot	iot	ADJ
cana-3824	372	6	sensor	sensor	NOUN
cana-3824	372	7	networks	network	NOUN
cana-3824	372	8	,	,	PUNCT
cana-3824	372	9	181	181	NUM
cana-3824	372	10	.	.	PUNCT
cana-3824	373	1	[	[	X
cana-3824	373	2	12	12	NUM
cana-3824	373	3	]	]	X
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cana-3824	373	5	,	,	PUNCT
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cana-3824	373	7	s.	s.	PROPN
cana-3824	373	8	k.	k.	PROPN
cana-3824	373	9	,	,	PUNCT
cana-3824	373	10	&	&	CCONJ
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cana-3824	373	12	,	,	PUNCT
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cana-3824	373	14	(	(	PUNCT
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cana-3824	373	16	,	,	PUNCT
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cana-3824	373	18	)	)	PUNCT
cana-3824	373	19	.	.	PUNCT
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cana-3824	374	5	node	node	ADJ
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cana-3824	374	7	on	on	ADP
cana-3824	374	8	wireless	wireless	ADJ
cana-3824	374	9	sensor	sensor	NOUN
cana-3824	374	10	network	network	NOUN
cana-3824	374	11	environment	environment	NOUN
cana-3824	374	12	.	.	PUNCT
cana-3824	375	1	in	in	ADP
cana-3824	375	2	2021	2021	NUM
cana-3824	375	3	5th	5th	ADJ
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cana-3824	375	12	(	(	PUNCT
cana-3824	375	13	iciccs	iciccs	PROPN
cana-3824	375	14	)	)	PUNCT
cana-3824	375	15	(	(	PUNCT
cana-3824	375	16	pp	pp	X
cana-3824	375	17	.	.	PUNCT
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cana-3824	376	2	-	-	SYM
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cana-3824	376	4	)	)	PUNCT
cana-3824	376	5	.	.	PUNCT
cana-3824	377	1	ieee	ieee	NOUN
cana-3824	377	2	.	.	PUNCT
cana-3824	378	1	[	[	X
cana-3824	378	2	13	13	NUM
cana-3824	378	3	]	]	SYM
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cana-3824	378	5	,	,	PUNCT
cana-3824	378	6	m.	m.	NOUN
cana-3824	378	7	,	,	PUNCT
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cana-3824	378	9	,	,	PUNCT
cana-3824	378	10	u.	u.	PROPN
cana-3824	378	11	,	,	PUNCT
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cana-3824	378	13	,	,	PUNCT
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cana-3824	378	16	almasoud	almasoud	PROPN
cana-3824	378	17	,	,	PUNCT
cana-3824	378	18	a.	a.	NOUN
cana-3824	378	19	,	,	PUNCT
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cana-3824	378	23	,	,	PUNCT
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cana-3824	378	30	)	)	PUNCT
cana-3824	378	31	.	.	PUNCT
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cana-3824	379	2	node	node	ADJ
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cana-3824	379	15	.	.	PUNCT
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cana-3824	380	5	,	,	PUNCT
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cana-3824	380	7	-	-	SYM
cana-3824	380	8	6121	6121	NUM
cana-3824	380	9	.	.	PUNCT
cana-3824	381	1	[	[	X
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cana-3824	381	3	]	]	X
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cana-3824	381	18	&	&	CCONJ
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cana-3824	381	21	e.	e.	PROPN
cana-3824	381	22	(	(	PUNCT
cana-3824	381	23	2023	2023	NUM
cana-3824	381	24	)	)	PUNCT
cana-3824	381	25	.	.	PUNCT
cana-3824	382	1	malicious	malicious	ADJ
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cana-3824	382	3	detection	detection	NOUN
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cana-3824	382	6	continuous	continuous	ADJ
cana-3824	382	7	hidden	hide	VERB
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cana-3824	382	9	models	model	NOUN
cana-3824	382	10	in	in	ADP
cana-3824	382	11	wireless	wireless	ADJ
cana-3824	382	12	sensor	sensor	NOUN
cana-3824	382	13	networks	network	NOUN
cana-3824	382	14	.	.	PUNCT
cana-3824	383	1	microprocessors	microprocessor	NOUN
cana-3824	383	2	and	and	CCONJ
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cana-3824	383	4	,	,	PUNCT
cana-3824	383	5	101	101	NUM
cana-3824	383	6	,	,	PUNCT
cana-3824	383	7	104888	104888	NUM
cana-3824	383	8	.	.	PUNCT
cana-3824	384	1	[	[	X
cana-3824	384	2	15	15	NUM
cana-3824	384	3	]	]	X
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cana-3824	384	5	,	,	PUNCT
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cana-3824	384	7	g.	g.	PROPN
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cana-3824	384	13	&	&	CCONJ
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cana-3824	384	15	,	,	PUNCT
cana-3824	384	16	s.	s.	PROPN
cana-3824	384	17	(	(	PUNCT
cana-3824	384	18	2023	2023	NUM
cana-3824	384	19	)	)	PUNCT
cana-3824	384	20	.	.	PUNCT
cana-3824	385	1	blockchain	blockchain	PROPN
cana-3824	385	2	-	-	PUNCT
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cana-3824	385	5	localization	localization	NOUN
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cana-3824	385	9	in	in	ADP
cana-3824	385	10	iot	iot	NOUN
cana-3824	385	11	-	-	PUNCT
cana-3824	385	12	based	base	VERB
cana-3824	385	13	wireless	wireless	ADJ
cana-3824	385	14	sensor	sensor	NOUN
cana-3824	385	15	networks	network	NOUN
cana-3824	385	16	using	use	VERB
cana-3824	385	17	federated	federated	ADJ
cana-3824	385	18	learning	learning	NOUN
cana-3824	385	19	.	.	PUNCT
cana-3824	386	1	wireless	wireless	ADJ
cana-3824	386	2	communications	communication	NOUN
cana-3824	386	3	and	and	CCONJ
cana-3824	386	4	mobile	mobile	NOUN
cana-3824	386	5	computing	computing	NOUN
cana-3824	386	6	,	,	PUNCT
cana-3824	386	7	2023	2023	NUM
cana-3824	386	8	.	.	PUNCT
cana-3824	387	1	communications	communication	NOUN
cana-3824	387	2	on	on	ADP
cana-3824	387	3	applied	apply	VERB
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cana-3824	387	5	analysis	analysis	NOUN
cana-3824	387	6	issn	issn	NOUN
cana-3824	387	7	:	:	PUNCT
cana-3824	387	8	1074	1074	NUM
cana-3824	387	9	-	-	PUNCT
cana-3824	387	10	133x	133x	NUM
cana-3824	387	11	vol	vol	NOUN
cana-3824	387	12	32	32	NUM
cana-3824	387	13	no	no	NOUN
cana-3824	387	14	.	.	PUNCT
cana-3824	388	1	8s	8s	PROPN
cana-3824	388	2	(	(	PUNCT
cana-3824	388	3	2025	2025	NUM
cana-3824	388	4	)	)	PUNCT
cana-3824	388	5	828	828	NUM
cana-3824	388	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3824	389	1	[	[	X
cana-3824	389	2	16	16	NUM
cana-3824	389	3	]	]	PUNCT
cana-3824	389	4	ahlawat	ahlawat	NOUN
cana-3824	389	5	,	,	PUNCT
cana-3824	389	6	p.	p.	NOUN
cana-3824	389	7	,	,	PUNCT
cana-3824	389	8	singhal	singhal	PROPN
cana-3824	389	9	,	,	PUNCT
cana-3824	389	10	p.	p.	PROPN
cana-3824	389	11	,	,	PUNCT
cana-3824	389	12	goyal	goyal	PROPN
cana-3824	389	13	,	,	PUNCT
cana-3824	389	14	k.	k.	PROPN
cana-3824	389	15	,	,	PUNCT
cana-3824	389	16	yadav	yadav	PROPN
cana-3824	389	17	,	,	PUNCT
cana-3824	389	18	k.	k.	PROPN
cana-3824	389	19	,	,	PUNCT
cana-3824	389	20	&	&	CCONJ
cana-3824	389	21	bathla	bathla	PROPN
cana-3824	389	22	,	,	PUNCT
cana-3824	389	23	r.	r.	PROPN
cana-3824	389	24	(	(	PUNCT
cana-3824	389	25	2022	2022	NUM
cana-3824	389	26	)	)	PUNCT
cana-3824	389	27	.	.	PUNCT
cana-3824	390	1	malicious	malicious	ADJ
cana-3824	390	2	node	node	ADJ
cana-3824	390	3	detection	detection	NOUN
cana-3824	390	4	using	use	VERB
cana-3824	390	5	convolution	convolution	NOUN
cana-3824	390	6	technique	technique	NOUN
cana-3824	390	7	:	:	PUNCT
cana-3824	390	8	authentication	authentication	NOUN
cana-3824	390	9	in	in	ADP
cana-3824	390	10	wireless	wireless	ADJ
cana-3824	390	11	sensor	sensor	NOUN
cana-3824	390	12	networks	network	NOUN
cana-3824	390	13	(	(	PUNCT
cana-3824	390	14	wsn	wsn	NOUN
cana-3824	390	15	)	)	PUNCT
cana-3824	390	16	.	.	PUNCT
cana-3824	391	1	in	in	ADP
cana-3824	391	2	advances	advance	NOUN
cana-3824	391	3	in	in	ADP
cana-3824	391	4	malware	malware	NOUN
cana-3824	391	5	and	and	CCONJ
cana-3824	391	6	data	data	NOUN
cana-3824	391	7	-	-	PUNCT
cana-3824	391	8	driven	drive	VERB
cana-3824	391	9	network	network	NOUN
cana-3824	391	10	security	security	NOUN
cana-3824	391	11	(	(	PUNCT
cana-3824	391	12	pp	pp	ADJ
cana-3824	391	13	.	.	PUNCT
cana-3824	392	1	94	94	NUM
cana-3824	392	2	-	-	SYM
cana-3824	392	3	111	111	NUM
cana-3824	392	4	)	)	PUNCT
cana-3824	392	5	.	.	PUNCT
cana-3824	393	1	igi	igi	PROPN
cana-3824	393	2	global	global	PROPN
cana-3824	393	3	.	.	PUNCT
cana-3824	394	1	[	[	X
cana-3824	394	2	17	17	NUM
cana-3824	394	3	]	]	PUNCT
cana-3824	394	4	sharma	sharma	NOUN
cana-3824	394	5	,	,	PUNCT
cana-3824	394	6	t.	t.	PROPN
cana-3824	394	7	,	,	PUNCT
cana-3824	394	8	mohapatra	mohapatra	PROPN
cana-3824	394	9	,	,	PUNCT
cana-3824	394	10	a.	a.	PROPN
cana-3824	394	11	k.	k.	PROPN
cana-3824	394	12	,	,	PUNCT
cana-3824	394	13	&	&	CCONJ
cana-3824	394	14	tomar	tomar	PROPN
cana-3824	394	15	,	,	PUNCT
cana-3824	394	16	g.	g.	PROPN
cana-3824	394	17	(	(	PUNCT
cana-3824	394	18	2022	2022	NUM
cana-3824	394	19	)	)	PUNCT
cana-3824	394	20	.	.	PUNCT
cana-3824	395	1	sdbmnd	sdbmnd	NOUN
cana-3824	395	2	:	:	PUNCT
cana-3824	395	3	secure	secure	VERB
cana-3824	395	4	density	density	NOUN
cana-3824	395	5	-	-	PUNCT
cana-3824	395	6	based	base	VERB
cana-3824	395	7	unsupervised	unsupervised	ADJ
cana-3824	395	8	learning	learning	NOUN
cana-3824	395	9	method	method	NOUN
cana-3824	395	10	with	with	ADP
cana-3824	395	11	malicious	malicious	ADJ
cana-3824	395	12	node	node	ADJ
cana-3824	395	13	detection	detection	NOUN
cana-3824	395	14	to	to	PART
cana-3824	395	15	improve	improve	VERB
cana-3824	395	16	the	the	DET
cana-3824	395	17	network	network	NOUN
cana-3824	395	18	lifespan	lifespan	NOUN
cana-3824	395	19	in	in	ADP
cana-3824	395	20	densely	densely	ADV
cana-3824	395	21	deployed	deploy	VERB
cana-3824	395	22	wsn	wsn	PROPN
cana-3824	395	23	.	.	PUNCT
cana-3824	396	1	wireless	wireless	ADJ
cana-3824	396	2	communications	communication	NOUN
cana-3824	396	3	and	and	CCONJ
cana-3824	396	4	mobile	mobile	NOUN
cana-3824	396	5	computing	computing	NOUN
cana-3824	396	6	,	,	PUNCT
cana-3824	396	7	2022	2022	NUM
cana-3824	396	8	.	.	PUNCT
cana-3824	397	1	[	[	X
cana-3824	397	2	18	18	NUM
cana-3824	397	3	]	]	X
cana-3824	397	4	ding	ding	NOUN
cana-3824	397	5	,	,	PUNCT
cana-3824	397	6	j.	j.	PROPN
cana-3824	397	7	,	,	PUNCT
cana-3824	397	8	wang	wang	PROPN
cana-3824	397	9	,	,	PUNCT
cana-3824	397	10	h.	h.	PROPN
cana-3824	397	11	,	,	PUNCT
cana-3824	397	12	&	&	CCONJ
cana-3824	397	13	wu	wu	PROPN
cana-3824	397	14	,	,	PUNCT
cana-3824	397	15	y.	y.	PROPN
cana-3824	397	16	(	(	PUNCT
cana-3824	397	17	2022	2022	NUM
cana-3824	397	18	)	)	PUNCT
cana-3824	397	19	.	.	PUNCT
cana-3824	398	1	the	the	DET
cana-3824	398	2	detection	detection	NOUN
cana-3824	398	3	scheme	scheme	NOUN
cana-3824	398	4	against	against	ADP
cana-3824	398	5	selective	selective	ADJ
cana-3824	398	6	forwarding	forwarding	NOUN
cana-3824	398	7	of	of	ADP
cana-3824	398	8	smart	smart	ADJ
cana-3824	398	9	malicious	malicious	ADJ
cana-3824	398	10	nodes	node	NOUN
cana-3824	398	11	with	with	ADP
cana-3824	398	12	reinforcement	reinforcement	NOUN
cana-3824	398	13	learning	learning	NOUN
cana-3824	398	14	in	in	ADP
cana-3824	398	15	wireless	wireless	ADJ
cana-3824	398	16	sensor	sensor	NOUN
cana-3824	398	17	networks	network	NOUN
cana-3824	398	18	.	.	PUNCT
cana-3824	399	1	ieee	ieee	NOUN
cana-3824	399	2	sensors	sensor	NOUN
cana-3824	399	3	journal	journal	PROPN
cana-3824	399	4	,	,	PUNCT
cana-3824	399	5	22(13	22(13	NUM
cana-3824	399	6	)	)	PUNCT
cana-3824	399	7	,	,	PUNCT
cana-3824	399	8	13696	13696	NUM
cana-3824	399	9	-	-	SYM
cana-3824	399	10	13706	13706	NUM
cana-3824	399	11	.	.	PUNCT
cana-3824	400	1	[	[	X
cana-3824	400	2	19	19	NUM
cana-3824	400	3	]	]	X
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cana-3824	400	5	,	,	PUNCT
cana-3824	400	6	v.	v.	ADV
cana-3824	400	7	,	,	PUNCT
cana-3824	400	8	thangarajan	thangarajan	NOUN
cana-3824	400	9	,	,	PUNCT
cana-3824	400	10	t.	t.	PROPN
cana-3824	400	11	,	,	PUNCT
cana-3824	400	12	meenakshi	meenakshi	PROPN
cana-3824	400	13	sundaram	sundaram	PROPN
cana-3824	400	14	,	,	PUNCT
cana-3824	400	15	s.	s.	PROPN
cana-3824	400	16	s.	s.	PROPN
cana-3824	400	17	,	,	PUNCT
cana-3824	400	18	hajjej	hajjej	PROPN
cana-3824	400	19	,	,	PUNCT
cana-3824	400	20	f.	f.	PROPN
cana-3824	400	21	,	,	PUNCT
cana-3824	400	22	munusamy	munusamy	PROPN
cana-3824	400	23	,	,	PUNCT
cana-3824	400	24	a.	a.	PROPN
cana-3824	400	25	k.	k.	PROPN
cana-3824	400	26	,	,	PUNCT
cana-3824	400	27	&	&	CCONJ
cana-3824	400	28	shanmugam	shanmugam	PROPN
cana-3824	400	29	,	,	PUNCT
cana-3824	400	30	r.	r.	PROPN
cana-3824	400	31	(	(	PUNCT
cana-3824	400	32	2023	2023	NUM
cana-3824	400	33	)	)	PUNCT
cana-3824	400	34	.	.	PUNCT
cana-3824	401	1	energy	energy	NOUN
cana-3824	401	2	-	-	PUNCT
cana-3824	401	3	efficient	efficient	ADJ
cana-3824	401	4	clustering	clustering	NOUN
cana-3824	401	5	and	and	CCONJ
cana-3824	401	6	routing	routing	NOUN
cana-3824	401	7	using	use	VERB
cana-3824	401	8	asfo	asfo	NOUN
cana-3824	401	9	and	and	CCONJ
cana-3824	401	10	a	a	DET
cana-3824	401	11	cross	cross	ADJ
cana-3824	401	12	-	-	ADJ
cana-3824	401	13	layer	layer	NOUN
cana-3824	401	14	-	-	PUNCT
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cana-3824	401	16	expedient	expedient	ADJ
cana-3824	401	17	routing	routing	NOUN
cana-3824	401	18	protocol	protocol	NOUN
cana-3824	401	19	for	for	ADP
cana-3824	401	20	wireless	wireless	ADJ
cana-3824	401	21	sensor	sensor	NOUN
cana-3824	401	22	networks	network	NOUN
cana-3824	401	23	.	.	PUNCT
cana-3824	402	1	sensors	sensor	NOUN
cana-3824	402	2	,	,	PUNCT
cana-3824	402	3	23(5	23(5	NOUN
cana-3824	402	4	)	)	PUNCT
cana-3824	402	5	,	,	PUNCT
cana-3824	402	6	2788	2788	NUM
cana-3824	402	7	.	.	PUNCT
cana-3824	403	1	[	[	X
cana-3824	403	2	20	20	NUM
cana-3824	403	3	]	]	SYM
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cana-3824	403	5	,	,	PUNCT
cana-3824	403	6	s.	s.	PROPN
cana-3824	403	7	,	,	PUNCT
cana-3824	403	8	subhash	subhash	PROPN
cana-3824	403	9	,	,	PUNCT
cana-3824	403	10	p.	p.	NOUN
cana-3824	403	11	,	,	PUNCT
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cana-3824	403	15	,	,	PUNCT
cana-3824	403	16	r.	r.	PROPN
cana-3824	403	17	,	,	PUNCT
cana-3824	403	18	&	&	CCONJ
cana-3824	403	19	wozniak	wozniak	PROPN
cana-3824	403	20	,	,	PUNCT
cana-3824	403	21	m.	m.	NOUN
cana-3824	403	22	(	(	PUNCT
cana-3824	403	23	2022	2022	NUM
cana-3824	403	24	)	)	PUNCT
cana-3824	403	25	.	.	PUNCT
cana-3824	404	1	optimal	optimal	ADJ
cana-3824	404	2	cluster	cluster	NOUN
cana-3824	404	3	head	head	NOUN
cana-3824	404	4	selection	selection	NOUN
cana-3824	404	5	in	in	ADP
cana-3824	404	6	wsn	wsn	PROPN
cana-3824	404	7	with	with	ADP
cana-3824	404	8	convolutional	convolutional	ADJ
cana-3824	404	9	neural	neural	ADJ
cana-3824	404	10	network	network	NOUN
cana-3824	404	11	-	-	PUNCT
cana-3824	404	12	based	base	VERB
cana-3824	404	13	energy	energy	NOUN
cana-3824	404	14	level	level	NOUN
cana-3824	404	15	prediction	prediction	NOUN
cana-3824	404	16	.	.	PUNCT
cana-3824	405	1	sensors	sensor	NOUN
cana-3824	405	2	,	,	PUNCT
cana-3824	405	3	22(24	22(24	NUM
cana-3824	405	4	)	)	PUNCT
cana-3824	405	5	,	,	PUNCT
cana-3824	405	6	9921	9921	NUM
cana-3824	405	7	.	.	PUNCT
cana-3824	406	1	[	[	X
cana-3824	406	2	21	21	NUM
cana-3824	406	3	]	]	SYM
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cana-3824	406	8	&	&	CCONJ
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cana-3824	406	10	,	,	PUNCT
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cana-3824	406	12	(	(	PUNCT
cana-3824	406	13	2023	2023	NUM
cana-3824	406	14	)	)	PUNCT
cana-3824	406	15	.	.	PUNCT
cana-3824	407	1	local	local	ADJ
cana-3824	407	2	average	average	ADJ
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cana-3824	407	7	(	(	PUNCT
cana-3824	407	8	la	la	ADJ
cana-3824	407	9	-	-	PUNCT
cana-3824	407	10	kgmo	kgmo	NOUN
cana-3824	407	11	)	)	PUNCT
cana-3824	407	12	optimized	optimize	VERB
cana-3824	407	13	mr	mr	PROPN
cana-3824	407	14	brain	brain	NOUN
cana-3824	407	15	image	image	NOUN
cana-3824	407	16	segmentation	segmentation	NOUN
cana-3824	407	17	using	use	VERB
cana-3824	407	18	modified	modify	VERB
cana-3824	407	19	self	self	NOUN
cana-3824	407	20	organizing	organizing	NOUN
cana-3824	407	21	map	map	NOUN
cana-3824	407	22	(	(	PUNCT
cana-3824	407	23	msom	msom	NOUN
cana-3824	407	24	)	)	PUNCT
cana-3824	407	25	.	.	PUNCT
cana-3824	408	1	wireless	wireless	ADJ
cana-3824	408	2	personal	personal	ADJ
cana-3824	408	3	communications	communication	NOUN
cana-3824	408	4	,	,	PUNCT
cana-3824	408	5	128(4	128(4	NUM
cana-3824	408	6	)	)	PUNCT
cana-3824	408	7	,	,	PUNCT
cana-3824	408	8	2703	2703	NUM
cana-3824	408	9	-	-	SYM
cana-3824	408	10	2723	2723	NUM
cana-3824	408	11	.	.	PUNCT
cana-3824	409	1	[	[	X
cana-3824	409	2	22	22	NUM
cana-3824	409	3	]	]	X
cana-3824	409	4	khan	khan	PROPN
cana-3824	409	5	,	,	PUNCT
cana-3824	409	6	m.	m.	PROPN
cana-3824	409	7	k.	k.	PROPN
cana-3824	409	8	,	,	PUNCT
cana-3824	409	9	zafar	zafar	PROPN
cana-3824	409	10	,	,	PUNCT
cana-3824	409	11	m.	m.	PROPN
cana-3824	409	12	h.	h.	PROPN
cana-3824	409	13	,	,	PUNCT
cana-3824	409	14	rashid	rashid	PROPN
cana-3824	409	15	,	,	PUNCT
cana-3824	409	16	s.	s.	PROPN
cana-3824	409	17	,	,	PUNCT
cana-3824	409	18	mansoor	mansoor	PROPN
cana-3824	409	19	,	,	PUNCT
cana-3824	409	20	m.	m.	NOUN
cana-3824	409	21	,	,	PUNCT
cana-3824	409	22	moosavi	moosavi	NOUN
cana-3824	409	23	,	,	PUNCT
cana-3824	409	24	s.	s.	PROPN
cana-3824	409	25	k.	k.	PROPN
cana-3824	409	26	r.	r.	PROPN
cana-3824	409	27	,	,	PUNCT
cana-3824	409	28	&	&	CCONJ
cana-3824	409	29	sanfilippo	sanfilippo	PROPN
cana-3824	409	30	,	,	PUNCT
cana-3824	409	31	f.	f.	PROPN
cana-3824	409	32	(	(	PUNCT
cana-3824	409	33	2023	2023	NUM
cana-3824	409	34	)	)	PUNCT
cana-3824	409	35	.	.	PUNCT
cana-3824	409	36	improved	improve	VERB
cana-3824	409	37	reptile	reptile	NOUN
cana-3824	409	38	search	search	NOUN
cana-3824	409	39	optimization	optimization	NOUN
cana-3824	409	40	algorithm	algorithm	NOUN
cana-3824	409	41	:	:	PUNCT
cana-3824	409	42	application	application	NOUN
cana-3824	409	43	on	on	ADP
cana-3824	409	44	regression	regression	NOUN
cana-3824	409	45	and	and	CCONJ
cana-3824	409	46	classification	classification	NOUN
cana-3824	409	47	problems	problem	NOUN
cana-3824	409	48	.	.	PUNCT
cana-3824	410	1	applied	apply	VERB
cana-3824	410	2	sciences	science	NOUN
cana-3824	410	3	,	,	PUNCT
cana-3824	410	4	13(2	13(2	PROPN
cana-3824	410	5	)	)	PUNCT
cana-3824	410	6	,	,	PUNCT
cana-3824	410	7	945	945	NUM
cana-3824	410	8	.	.	PUNCT
cana-3824	411	1	[	[	X
cana-3824	411	2	23	23	NUM
cana-3824	411	3	]	]	SYM
cana-3824	411	4	ahakonye	ahakonye	PROPN
cana-3824	411	5	,	,	PUNCT
cana-3824	411	6	l.	l.	PROPN
cana-3824	411	7	a.	a.	PROPN
cana-3824	411	8	c.	c.	PROPN
cana-3824	411	9	,	,	PUNCT
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cana-3824	411	11	,	,	PUNCT
cana-3824	411	12	c.	c.	PROPN
cana-3824	411	13	i.	i.	PROPN
cana-3824	411	14	,	,	PUNCT
cana-3824	411	15	lee	lee	PROPN
cana-3824	411	16	,	,	PUNCT
cana-3824	411	17	j.	j.	PROPN
cana-3824	411	18	m.	m.	PROPN
cana-3824	411	19	,	,	PUNCT
cana-3824	411	20	&	&	CCONJ
cana-3824	411	21	kim	kim	PROPN
cana-3824	411	22	,	,	PUNCT
cana-3824	411	23	d.	d.	PROPN
cana-3824	411	24	s.	s.	PROPN
cana-3824	411	25	(	(	PUNCT
cana-3824	411	26	2023	2023	NUM
cana-3824	411	27	)	)	PUNCT
cana-3824	411	28	.	.	PUNCT
cana-3824	412	1	agnostic	agnostic	ADJ
cana-3824	412	2	ch	ch	NOUN
cana-3824	412	3	-	-	PUNCT
cana-3824	412	4	dt	dt	NOUN
cana-3824	412	5	technique	technique	NOUN
cana-3824	412	6	for	for	ADP
cana-3824	412	7	scada	scada	PROPN
cana-3824	412	8	network	network	PROPN
cana-3824	412	9	high	high	ADV
cana-3824	412	10	-	-	PUNCT
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cana-3824	412	12	data	datum	NOUN
cana-3824	412	13	-	-	PUNCT
cana-3824	412	14	aware	aware	ADJ
cana-3824	412	15	intrusion	intrusion	NOUN
cana-3824	412	16	detection	detection	NOUN
cana-3824	412	17	system	system	NOUN
cana-3824	412	18	.	.	PUNCT
cana-3824	413	1	ieee	ieee	NOUN
cana-3824	413	2	internet	internet	NOUN
cana-3824	413	3	of	of	ADP
cana-3824	413	4	things	thing	NOUN
cana-3824	413	5	journal	journal	NOUN
cana-3824	413	6	.	.	PUNCT
cana-3824	414	1	[	[	X
cana-3824	414	2	24	24	NUM
cana-3824	414	3	]	]	PUNCT
cana-3824	414	4	alotaibi	alotaibi	NOUN
cana-3824	414	5	,	,	PUNCT
cana-3824	414	6	m.	m.	NOUN
cana-3824	414	7	,	,	PUNCT
cana-3824	414	8	alotaibi	alotaibi	PROPN
cana-3824	414	9	,	,	PUNCT
cana-3824	414	10	b.	b.	PROPN
cana-3824	414	11	,	,	PUNCT
cana-3824	414	12	&	&	CCONJ
cana-3824	414	13	razaque	razaque	NOUN
cana-3824	414	14	,	,	PUNCT
cana-3824	414	15	a.	a.	NOUN
cana-3824	414	16	(	(	PUNCT
cana-3824	414	17	2021	2021	NUM
cana-3824	414	18	)	)	PUNCT
cana-3824	414	19	.	.	PUNCT
cana-3824	415	1	a	a	DET
cana-3824	415	2	multichannel	multichannel	ADJ
cana-3824	415	3	deep	deep	ADJ
cana-3824	415	4	learning	learning	NOUN
cana-3824	415	5	framework	framework	NOUN
cana-3824	415	6	for	for	ADP
cana-3824	415	7	cyberbullying	cyberbullye	VERB
cana-3824	415	8	detection	detection	NOUN
cana-3824	415	9	on	on	ADP
cana-3824	415	10	social	social	ADJ
cana-3824	415	11	media	medium	NOUN
cana-3824	415	12	.	.	PUNCT
cana-3824	416	1	electronics	electronic	NOUN
cana-3824	416	2	,	,	PUNCT
cana-3824	416	3	10(21	10(21	NUM
cana-3824	416	4	)	)	PUNCT
cana-3824	416	5	,	,	PUNCT
cana-3824	416	6	2664	2664	NUM
cana-3824	416	7	.	.	PUNCT
cana-3824	417	1	[	[	X
cana-3824	417	2	25	25	NUM
cana-3824	417	3	]	]	X
cana-3824	417	4	thirumalraj	thirumalraj	ADJ
cana-3824	417	5	,	,	PUNCT
cana-3824	417	6	a.	a.	PROPN
cana-3824	417	7	,	,	PUNCT
cana-3824	417	8	&	&	CCONJ
cana-3824	417	9	rajesh	rajesh	PROPN
cana-3824	417	10	,	,	PUNCT
cana-3824	417	11	t.	t.	PROPN
cana-3824	417	12	(	(	PUNCT
cana-3824	417	13	2023	2023	NUM
cana-3824	417	14	)	)	PUNCT
cana-3824	417	15	.	.	PUNCT
cana-3824	418	1	an	an	DET
cana-3824	418	2	improved	improve	VERB
cana-3824	418	3	aro	aro	NOUN
cana-3824	418	4	model	model	NOUN
cana-3824	418	5	for	for	ADP
cana-3824	418	6	task	task	NOUN
cana-3824	418	7	offloading	offload	VERB
cana-3824	418	8	in	in	ADP
cana-3824	418	9	vehicular	vehicular	ADJ
cana-3824	418	10	cloud	cloud	NOUN
cana-3824	418	11	computing	computing	NOUN
cana-3824	418	12	in	in	ADP
cana-3824	418	13	vanet	vanet	NOUN
cana-3824	418	14	.	.	PUNCT
cana-3824	419	1	[	[	X
cana-3824	419	2	26	26	NUM
cana-3824	419	3	]	]	X
cana-3824	419	4	aruna	aruna	PROPN
cana-3824	419	5	,	,	PUNCT
cana-3824	419	6	t.	t.	NOUN
cana-3824	419	7	m.	m.	PROPN
cana-3824	419	8	,	,	PUNCT
cana-3824	419	9	kumar	kumar	PROPN
cana-3824	419	10	,	,	PUNCT
cana-3824	419	11	p.	p.	PROPN
cana-3824	419	12	,	,	PUNCT
cana-3824	419	13	srinidhi	srinidhi	NOUN
cana-3824	419	14	,	,	PUNCT
cana-3824	419	15	n.	n.	PROPN
cana-3824	419	16	n.	n.	PROPN
cana-3824	419	17	,	,	PUNCT
cana-3824	419	18	divyaraj	divyaraj	VERB
cana-3824	419	19	,	,	PUNCT
cana-3824	419	20	g.	g.	PROPN
cana-3824	419	21	n.	n.	PROPN
cana-3824	419	22	,	,	PUNCT
cana-3824	419	23	asha	asha	PROPN
cana-3824	419	24	,	,	PUNCT
cana-3824	419	25	k.	k.	PROPN
cana-3824	419	26	,	,	PUNCT
cana-3824	419	27	thirumalraj	thirumalraj	PROPN
cana-3824	419	28	,	,	PUNCT
cana-3824	419	29	a.	a.	PROPN
cana-3824	419	30	,	,	PUNCT
cana-3824	419	31	&	&	CCONJ
cana-3824	419	32	naresh	naresh	PROPN
cana-3824	419	33	,	,	PUNCT
cana-3824	419	34	e.	e.	PROPN
cana-3824	419	35	(	(	PUNCT
cana-3824	419	36	2023	2023	NUM
cana-3824	419	37	)	)	PUNCT
cana-3824	419	38	.	.	PUNCT
cana-3824	420	1	effective	effective	ADJ
cana-3824	420	2	utilisation	utilisation	NOUN
cana-3824	420	3	of	of	ADP
cana-3824	420	4	geospatial	geospatial	ADJ
cana-3824	420	5	data	datum	NOUN
cana-3824	420	6	for	for	ADP
cana-3824	420	7	peer	peer	NOUN
cana-3824	420	8	-	-	PUNCT
cana-3824	420	9	to	to	ADP
cana-3824	420	10	-	-	PUNCT
cana-3824	420	11	peer	peer	NOUN
cana-3824	420	12	communication	communication	NOUN
cana-3824	420	13	among	among	ADP
cana-3824	420	14	autonomous	autonomous	ADJ
cana-3824	420	15	vehicles	vehicle	NOUN
cana-3824	420	16	using	use	VERB
cana-3824	420	17	optimized	optimize	VERB
cana-3824	420	18	machine	machine	NOUN
cana-3824	420	19	learning	learning	NOUN
cana-3824	420	20	algorithm	algorithm	NOUN
cana-3824	420	21	.	.	PUNCT