id	sid	tid	token	lemma	pos
cana-277	1	1	communications	communication	NOUN
cana-277	1	2	on	on	ADP
cana-277	1	3	applied	apply	VERB
cana-277	1	4	nonlinear	nonlinear	ADJ
cana-277	1	5	analysis	analysis	NOUN
cana-277	1	6	issn	issn	NOUN
cana-277	1	7	:	:	PUNCT
cana-277	1	8	1074	1074	NUM
cana-277	1	9	-	-	PUNCT
cana-277	1	10	133x	133x	NUM
cana-277	1	11	vol	vol	NOUN
cana-277	1	12	30	30	NUM
cana-277	1	13	no	no	NOUN
cana-277	1	14	.	.	NOUN
cana-277	1	15	3	3	NUM
cana-277	1	16	(	(	PUNCT
cana-277	1	17	2023	2023	NUM
cana-277	1	18	)	)	PUNCT
cana-277	1	19	32	32	NUM
cana-277	1	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	1	21	optimizing	optimize	VERB
cana-277	1	22	communication	communication	NOUN
cana-277	1	23	systems	system	NOUN
cana-277	1	24	with	with	ADP
cana-277	1	25	applied	apply	VERB
cana-277	1	26	nonlinear	nonlinear	ADJ
cana-277	1	27	analysis	analysis	NOUN
cana-277	1	28	techniques	technique	NOUN
cana-277	1	29	pawan	pawan	PROPN
cana-277	1	30	arunkumar	arunkumar	PROPN
cana-277	1	31	upadhye1	upadhye1	PROPN
cana-277	1	32	,	,	PUNCT
cana-277	1	33	dr	dr	PROPN
cana-277	1	34	.	.	PROPN
cana-277	1	35	gauri	gauri	PROPN
cana-277	1	36	ghule2	ghule2	PROPN
cana-277	1	37	,	,	PUNCT
cana-277	1	38	dr	dr	PROPN
cana-277	1	39	.	.	PROPN
cana-277	1	40	manjusha	manjusha	PROPN
cana-277	1	41	tatiya3	tatiya3	PROPN
cana-277	1	42	,	,	PUNCT
cana-277	1	43	dr	dr	PROPN
cana-277	1	44	.	.	PROPN
cana-277	1	45	shrinivas	shrinivas	PROPN
cana-277	1	46	t.	t.	PROPN
cana-277	1	47	shirkande4	shirkande4	PROPN
cana-277	1	48	,	,	PUNCT
cana-277	2	1	dr	dr	PROPN
cana-277	2	2	.	.	PROPN
cana-277	2	3	shweta	shweta	PROPN
cana-277	2	4	m.	m.	PROPN
cana-277	2	5	kashid5	kashid5	PROPN
cana-277	2	6	,	,	PUNCT
cana-277	2	7	prof.darshana	prof.darshana	PROPN
cana-277	2	8	bhamare6	bhamare6	NOUN
cana-277	2	9	1department	1department	NUM
cana-277	2	10	of	of	ADP
cana-277	2	11	electronics	electronics	PROPN
cana-277	2	12	&	&	CCONJ
cana-277	2	13	telecommunication	telecommunication	NOUN
cana-277	2	14	,	,	PUNCT
cana-277	2	15	bharati	bharati	PROPN
cana-277	2	16	vidyapeeth	vidyapeeth	PROPN
cana-277	2	17	college	college	PROPN
cana-277	2	18	of	of	ADP
cana-277	2	19	engineering	engineering	PROPN
cana-277	2	20	,	,	PUNCT
cana-277	2	21	lavale	lavale	NOUN
cana-277	2	22	,	,	PUNCT
cana-277	2	23	pune	pune	NOUN
cana-277	2	24	,	,	PUNCT
cana-277	2	25	maharashtra	maharashtra	PROPN
cana-277	2	26	,	,	PUNCT
cana-277	2	27	india	india	PROPN
cana-277	2	28	2assistant	2assistant	PROPN
cana-277	2	29	professor	professor	NOUN
cana-277	2	30	,	,	PUNCT
cana-277	2	31	department	department	NOUN
cana-277	2	32	of	of	ADP
cana-277	2	33	electronics	electronic	NOUN
cana-277	2	34	and	and	CCONJ
cana-277	2	35	telecommunication	telecommunication	NOUN
cana-277	2	36	,	,	PUNCT
cana-277	2	37	viit	viit	PROPN
cana-277	2	38	college	college	NOUN
cana-277	2	39	of	of	ADP
cana-277	2	40	engineering	engineering	NOUN
cana-277	2	41	,	,	PUNCT
cana-277	2	42	pune	pune	NOUN
cana-277	2	43	3indira	3indira	NUM
cana-277	2	44	college	college	NOUN
cana-277	2	45	of	of	ADP
cana-277	2	46	engineering	engineering	NOUN
cana-277	2	47	and	and	CCONJ
cana-277	2	48	management	management	NOUN
cana-277	2	49	,	,	PUNCT
cana-277	2	50	pune	pune	NOUN
cana-277	2	51	,	,	PUNCT
cana-277	2	52	maharashtra	maharashtra	PROPN
cana-277	2	53	,	,	PUNCT
cana-277	2	54	india	india	PROPN
cana-277	2	55	4principal	4principal	NUM
cana-277	2	56	,	,	PUNCT
cana-277	2	57	s.	s.	PROPN
cana-277	2	58	b.	b.	PROPN
cana-277	2	59	patil	patil	PROPN
cana-277	2	60	college	college	PROPN
cana-277	2	61	of	of	ADP
cana-277	2	62	engineering	engineering	NOUN
cana-277	2	63	indapur	indapur	NOUN
cana-277	2	64	,	,	PUNCT
cana-277	2	65	pune	pune	NOUN
cana-277	2	66	,	,	PUNCT
cana-277	2	67	maharashtra	maharashtra	PROPN
cana-277	2	68	,	,	PUNCT
cana-277	2	69	india	india	PROPN
cana-277	2	70	5assistant	5assistant	NUM
cana-277	2	71	professor	professor	NOUN
cana-277	2	72	,	,	PUNCT
cana-277	2	73	department	department	NOUN
cana-277	2	74	of	of	ADP
cana-277	2	75	biotechnology	biotechnology	NOUN
cana-277	2	76	,	,	PUNCT
cana-277	2	77	sinhgad	sinhgad	VERB
cana-277	2	78	college	college	NOUN
cana-277	2	79	of	of	ADP
cana-277	2	80	engineering	engineering	NOUN
cana-277	2	81	vadgaon	vadgaon	PROPN
cana-277	2	82	bk	bk	PROPN
cana-277	2	83	.	.	PUNCT
cana-277	2	84	,	,	PUNCT
cana-277	2	85	pune	pune	PROPN
cana-277	2	86	,	,	PUNCT
cana-277	2	87	maharashtra	maharashtra	PROPN
cana-277	2	88	,	,	PUNCT
cana-277	2	89	india	india	PROPN
cana-277	2	90	6assistant	6assistant	NUM
cana-277	2	91	professor	professor	NOUN
cana-277	2	92	,	,	PUNCT
cana-277	2	93	department	department	NOUN
cana-277	2	94	of	of	ADP
cana-277	2	95	artificial	artificial	ADJ
cana-277	2	96	intelligence	intelligence	NOUN
cana-277	2	97	and	and	CCONJ
cana-277	2	98	machine	machine	NOUN
cana-277	2	99	learning	learning	NOUN
cana-277	2	100	,	,	PUNCT
cana-277	2	101	international	international	ADJ
cana-277	2	102	school	school	NOUN
cana-277	2	103	of	of	ADP
cana-277	2	104	business	business	NOUN
cana-277	2	105	and	and	CCONJ
cana-277	2	106	media	medium	NOUN
cana-277	2	107	college	college	NOUN
cana-277	2	108	of	of	ADP
cana-277	2	109	engineering	engineering	PROPN
cana-277	2	110	,	,	PUNCT
cana-277	2	111	maharashtra	maharashtra	PROPN
cana-277	2	112	,	,	PUNCT
cana-277	2	113	india	india	PROPN
cana-277	2	114	pawan.arunkumar@gmail.com1,gauri.ghule@viit.ac.in2	pawan.arunkumar@gmail.com1,gauri.ghule@viit.ac.in2	PROPN
cana-277	2	115	,	,	PUNCT
cana-277	2	116	manjusha.tatiya@indiraicem.ac.in3	manjusha.tatiya@indiraicem.ac.in3	NOUN
cana-277	2	117	,	,	PUNCT
cana-277	2	118	shri.shirkande8@gmail.com4	shri.shirkande8@gmail.com4	NOUN
cana-277	2	119	,	,	PUNCT
cana-277	2	120	shwetamkashid@gmail.com5	shwetamkashid@gmail.com5	NOUN
cana-277	2	121	,	,	PUNCT
cana-277	2	122	darshanabhole12@gmail.com6	darshanabhole12@gmail.com6	ADV
cana-277	2	123	article	article	NOUN
cana-277	2	124	history	history	NOUN
cana-277	2	125	:	:	PUNCT
cana-277	2	126	received	receive	VERB
cana-277	2	127	:	:	PUNCT
cana-277	2	128	18	18	NUM
cana-277	2	129	-	-	SYM
cana-277	2	130	05	05	NUM
cana-277	2	131	-	-	PUNCT
cana-277	2	132	2023	2023	NUM
cana-277	2	133	revised	revise	VERB
cana-277	2	134	:	:	PUNCT
cana-277	2	135	30	30	NUM
cana-277	2	136	-	-	SYM
cana-277	2	137	06	06	NUM
cana-277	2	138	-	-	PUNCT
cana-277	2	139	2023	2023	NUM
cana-277	2	140	accepted	accept	VERB
cana-277	2	141	:	:	PUNCT
cana-277	2	142	06	06	NUM
cana-277	2	143	-	-	SYM
cana-277	2	144	08	08	NUM
cana-277	2	145	-	-	PUNCT
cana-277	2	146	2023	2023	NUM
cana-277	2	147	abstract	abstract	NOUN
cana-277	2	148	:	:	PUNCT
cana-277	2	149	the	the	DET
cana-277	2	150	introduction	introduction	NOUN
cana-277	2	151	of	of	ADP
cana-277	2	152	applied	apply	VERB
cana-277	2	153	nonlinear	nonlinear	ADJ
cana-277	2	154	analytic	analytic	ADJ
cana-277	2	155	techniques	technique	NOUN
cana-277	2	156	is	be	AUX
cana-277	2	157	a	a	DET
cana-277	2	158	disruptive	disruptive	ADJ
cana-277	2	159	force	force	NOUN
cana-277	2	160	in	in	ADP
cana-277	2	161	the	the	DET
cana-277	2	162	field	field	NOUN
cana-277	2	163	of	of	ADP
cana-277	2	164	modern	modern	ADJ
cana-277	2	165	communication	communication	NOUN
cana-277	2	166	systems	system	NOUN
cana-277	2	167	,	,	PUNCT
cana-277	2	168	revolutionising	revolutionise	VERB
cana-277	2	169	the	the	DET
cana-277	2	170	methodology	methodology	NOUN
cana-277	2	171	for	for	ADP
cana-277	2	172	system	system	NOUN
cana-277	2	173	optimisation	optimisation	NOUN
cana-277	2	174	.	.	PUNCT
cana-277	3	1	this	this	DET
cana-277	3	2	investigation	investigation	NOUN
cana-277	3	3	into	into	ADP
cana-277	3	4	nonlinear	nonlinear	ADJ
cana-277	3	5	approaches	approach	NOUN
cana-277	3	6	provides	provide	VERB
cana-277	3	7	a	a	DET
cana-277	3	8	deep	deep	ADJ
cana-277	3	9	grasp	grasp	NOUN
cana-277	3	10	of	of	ADP
cana-277	3	11	the	the	DET
cana-277	3	12	complex	complex	ADJ
cana-277	3	13	dynamics	dynamic	NOUN
cana-277	3	14	in	in	ADP
cana-277	3	15	communication	communication	NOUN
cana-277	3	16	networks	network	NOUN
cana-277	3	17	and	and	CCONJ
cana-277	3	18	opens	open	VERB
cana-277	3	19	a	a	DET
cana-277	3	20	realm	realm	NOUN
cana-277	3	21	beyond	beyond	ADP
cana-277	3	22	the	the	DET
cana-277	3	23	confines	confine	NOUN
cana-277	3	24	of	of	ADP
cana-277	3	25	conventional	conventional	ADJ
cana-277	3	26	linear	linear	NOUN
cana-277	3	27	models	model	NOUN
cana-277	3	28	.	.	PUNCT
cana-277	4	1	this	this	DET
cana-277	4	2	paper	paper	NOUN
cana-277	4	3	has	have	AUX
cana-277	4	4	become	become	VERB
cana-277	4	5	a	a	DET
cana-277	4	6	beacon	beacon	NOUN
cana-277	4	7	,	,	PUNCT
cana-277	4	8	illuminating	illuminate	VERB
cana-277	4	9	the	the	DET
cana-277	4	10	potential	potential	NOUN
cana-277	4	11	of	of	ADP
cana-277	4	12	nonlinear	nonlinear	ADJ
cana-277	4	13	optimisation	optimisation	NOUN
cana-277	4	14	to	to	PART
cana-277	4	15	tackle	tackle	VERB
cana-277	4	16	issues	issue	NOUN
cana-277	4	17	inherent	inherent	ADJ
cana-277	4	18	in	in	ADP
cana-277	4	19	linear	linear	ADJ
cana-277	4	20	frameworks	framework	NOUN
cana-277	4	21	by	by	ADP
cana-277	4	22	exploring	explore	VERB
cana-277	4	23	the	the	DET
cana-277	4	24	intricacies	intricacy	NOUN
cana-277	4	25	of	of	ADP
cana-277	4	26	nonlinear	nonlinear	ADJ
cana-277	4	27	systems	system	NOUN
cana-277	4	28	.	.	PUNCT
cana-277	5	1	nonlinear	nonlinear	ADJ
cana-277	5	2	analytic	analytic	ADJ
cana-277	5	3	integration	integration	NOUN
cana-277	5	4	has	have	AUX
cana-277	5	5	impacted	impact	VERB
cana-277	5	6	concrete	concrete	ADJ
cana-277	5	7	implementations	implementation	NOUN
cana-277	5	8	in	in	ADP
cana-277	5	9	various	various	ADJ
cana-277	5	10	communication	communication	NOUN
cana-277	5	11	domains	domain	NOUN
cana-277	5	12	,	,	PUNCT
cana-277	5	13	surpassing	surpass	VERB
cana-277	5	14	theoretical	theoretical	ADJ
cana-277	5	15	limitations	limitation	NOUN
cana-277	5	16	.	.	PUNCT
cana-277	6	1	the	the	DET
cana-277	6	2	application	application	NOUN
cana-277	6	3	of	of	ADP
cana-277	6	4	nonlinear	nonlinear	ADJ
cana-277	6	5	optimisation	optimisation	NOUN
cana-277	6	6	has	have	AUX
cana-277	6	7	produced	produce	VERB
cana-277	6	8	robust	robust	ADJ
cana-277	6	9	error	error	NOUN
cana-277	6	10	correction	correction	NOUN
cana-277	6	11	schemes	scheme	NOUN
cana-277	6	12	,	,	PUNCT
cana-277	6	13	optimised	optimise	VERB
cana-277	6	14	signal	signal	NOUN
cana-277	6	15	processing	processing	NOUN
cana-277	6	16	algorithms	algorithm	NOUN
cana-277	6	17	,	,	PUNCT
cana-277	6	18	and	and	CCONJ
cana-277	6	19	adaptive	adaptive	ADJ
cana-277	6	20	modulation	modulation	NOUN
cana-277	6	21	techniques	technique	NOUN
cana-277	6	22	that	that	PRON
cana-277	6	23	can	can	AUX
cana-277	6	24	dynamically	dynamically	ADV
cana-277	6	25	adapt	adapt	VERB
cana-277	6	26	to	to	ADP
cana-277	6	27	the	the	DET
cana-277	6	28	unpredictable	unpredictable	ADJ
cana-277	6	29	network	network	NOUN
cana-277	6	30	landscape	landscape	NOUN
cana-277	6	31	.	.	PUNCT
cana-277	7	1	these	these	DET
cana-277	7	2	innovations	innovation	NOUN
cana-277	7	3	span	span	VERB
cana-277	7	4	wireless	wireless	ADJ
cana-277	7	5	and	and	CCONJ
cana-277	7	6	optical	optical	ADJ
cana-277	7	7	communication	communication	NOUN
cana-277	7	8	,	,	PUNCT
cana-277	7	9	error	error	NOUN
cana-277	7	10	correction	correction	NOUN
cana-277	7	11	coding	code	VERB
cana-277	7	12	,	,	PUNCT
cana-277	7	13	and	and	CCONJ
cana-277	7	14	adaptive	adaptive	ADJ
cana-277	7	15	modulation	modulation	NOUN
cana-277	7	16	techniques	technique	NOUN
cana-277	7	17	.	.	PUNCT
cana-277	8	1	but	but	CCONJ
cana-277	8	2	there	there	PRON
cana-277	8	3	are	be	VERB
cana-277	8	4	obstacles	obstacle	NOUN
cana-277	8	5	on	on	ADP
cana-277	8	6	this	this	DET
cana-277	8	7	journey	journey	NOUN
cana-277	8	8	of	of	ADP
cana-277	8	9	transformation	transformation	NOUN
cana-277	8	10	.	.	PUNCT
cana-277	9	1	implementation	implementation	NOUN
cana-277	9	2	challenges	challenge	NOUN
cana-277	9	3	in	in	ADP
cana-277	9	4	real	real	ADJ
cana-277	9	5	-	-	PUNCT
cana-277	9	6	time	time	NOUN
cana-277	9	7	and	and	CCONJ
cana-277	9	8	computational	computational	ADJ
cana-277	9	9	complexity	complexity	NOUN
cana-277	9	10	still	still	ADV
cana-277	9	11	exist	exist	VERB
cana-277	9	12	.	.	PUNCT
cana-277	10	1	however	however	ADV
cana-277	10	2	,	,	PUNCT
cana-277	10	3	communication	communication	NOUN
cana-277	10	4	systems	system	NOUN
cana-277	10	5	strengthened	strengthen	VERB
cana-277	10	6	by	by	ADP
cana-277	10	7	nonlinear	nonlinear	ADJ
cana-277	10	8	analysis	analysis	NOUN
cana-277	10	9	have	have	VERB
cana-277	10	10	a	a	DET
cana-277	10	11	bright	bright	ADJ
cana-277	10	12	future	future	NOUN
cana-277	10	13	ahead	ahead	ADV
cana-277	10	14	of	of	ADP
cana-277	10	15	them	they	PRON
cana-277	10	16	.	.	PUNCT
cana-277	11	1	with	with	ADP
cana-277	11	2	new	new	ADJ
cana-277	11	3	technologies	technology	NOUN
cana-277	11	4	like	like	ADP
cana-277	11	5	artificial	artificial	ADJ
cana-277	11	6	intelligence	intelligence	NOUN
cana-277	11	7	(	(	PUNCT
cana-277	11	8	ai	ai	NOUN
cana-277	11	9	)	)	PUNCT
cana-277	11	10	and	and	CCONJ
cana-277	11	11	machine	machine	NOUN
cana-277	11	12	learning	learning	NOUN
cana-277	11	13	positioned	position	VERB
cana-277	11	14	to	to	PART
cana-277	11	15	be	be	AUX
cana-277	11	16	powerful	powerful	ADJ
cana-277	11	17	partners	partner	NOUN
cana-277	11	18	that	that	PRON
cana-277	11	19	may	may	AUX
cana-277	11	20	accelerate	accelerate	VERB
cana-277	11	21	and	and	CCONJ
cana-277	11	22	simplify	simplify	VERB
cana-277	11	23	nonlinear	nonlinear	ADJ
cana-277	11	24	optimisation	optimisation	NOUN
cana-277	11	25	,	,	PUNCT
cana-277	11	26	the	the	DET
cana-277	11	27	field	field	NOUN
cana-277	11	28	of	of	ADP
cana-277	11	29	communication	communication	NOUN
cana-277	11	30	systems	system	NOUN
cana-277	11	31	seems	seem	VERB
cana-277	11	32	set	set	VERB
cana-277	11	33	for	for	ADP
cana-277	11	34	a	a	DET
cana-277	11	35	period	period	NOUN
cana-277	11	36	of	of	ADP
cana-277	11	37	intelligent	intelligent	ADJ
cana-277	11	38	,	,	PUNCT
cana-277	11	39	responsive	responsive	ADJ
cana-277	11	40	,	,	PUNCT
cana-277	11	41	and	and	CCONJ
cana-277	11	42	adaptive	adaptive	ADJ
cana-277	11	43	networks	network	NOUN
cana-277	11	44	.	.	PUNCT
cana-277	12	1	in	in	ADP
cana-277	12	2	conclusion	conclusion	NOUN
cana-277	12	3	,	,	PUNCT
cana-277	12	4	a	a	DET
cana-277	12	5	new	new	ADJ
cana-277	12	6	age	age	NOUN
cana-277	12	7	for	for	ADP
cana-277	12	8	communication	communication	NOUN
cana-277	12	9	systems	system	NOUN
cana-277	12	10	is	be	AUX
cana-277	12	11	being	be	AUX
cana-277	12	12	heralded	herald	VERB
cana-277	12	13	by	by	ADP
cana-277	12	14	the	the	DET
cana-277	12	15	integration	integration	NOUN
cana-277	12	16	of	of	ADP
cana-277	12	17	applied	apply	VERB
cana-277	12	18	nonlinear	nonlinear	ADJ
cana-277	12	19	analytic	analytic	ADJ
cana-277	12	20	techniques	technique	NOUN
cana-277	12	21	,	,	PUNCT
cana-277	12	22	which	which	PRON
cana-277	12	23	promises	promise	VERB
cana-277	12	24	resilience	resilience	NOUN
cana-277	12	25	,	,	PUNCT
cana-277	12	26	efficiency	efficiency	NOUN
cana-277	12	27	,	,	PUNCT
cana-277	12	28	and	and	CCONJ
cana-277	12	29	adaptability	adaptability	NOUN
cana-277	12	30	.	.	PUNCT
cana-277	13	1	with	with	ADP
cana-277	13	2	new	new	ADJ
cana-277	13	3	technologies	technology	NOUN
cana-277	13	4	and	and	CCONJ
cana-277	13	5	methods	method	NOUN
cana-277	13	6	emerging	emerge	VERB
cana-277	13	7	to	to	PART
cana-277	13	8	overcome	overcome	VERB
cana-277	13	9	obstacles	obstacle	NOUN
cana-277	13	10	,	,	PUNCT
cana-277	13	11	it	it	PRON
cana-277	13	12	seems	seem	VERB
cana-277	13	13	that	that	SCONJ
cana-277	13	14	communication	communication	NOUN
cana-277	13	15	systems	system	NOUN
cana-277	13	16	will	will	AUX
cana-277	13	17	continue	continue	VERB
cana-277	13	18	to	to	PART
cana-277	13	19	evolve	evolve	VERB
cana-277	13	20	in	in	ADP
cana-277	13	21	the	the	DET
cana-277	13	22	future	future	NOUN
cana-277	13	23	,	,	PUNCT
cana-277	13	24	ushering	usher	VERB
cana-277	13	25	in	in	ADP
cana-277	13	26	a	a	DET
cana-277	13	27	new	new	ADJ
cana-277	13	28	era	era	NOUN
cana-277	13	29	of	of	ADP
cana-277	13	30	network	network	NOUN
cana-277	13	31	architecture	architecture	NOUN
cana-277	13	32	.	.	PUNCT
cana-277	14	1	keywords	keyword	NOUN
cana-277	14	2	:	:	PUNCT
cana-277	14	3	communication	communication	NOUN
cana-277	14	4	system	system	NOUN
cana-277	14	5	,	,	PUNCT
cana-277	14	6	nonlinear	nonlinear	ADJ
cana-277	14	7	analysis	analysis	NOUN
cana-277	14	8	,	,	PUNCT
cana-277	14	9	optimization	optimization	NOUN
cana-277	14	10	.	.	PUNCT
cana-277	15	1	i.	i.	PROPN
cana-277	15	2	introduction	introduction	NOUN
cana-277	15	3	potentially	potentially	ADV
cana-277	15	4	bringing	bring	VERB
cana-277	15	5	new	new	ADJ
cana-277	15	6	insights	insight	NOUN
cana-277	15	7	and	and	CCONJ
cana-277	15	8	methods	method	NOUN
cana-277	15	9	to	to	ADP
cana-277	15	10	the	the	DET
cana-277	15	11	process	process	NOUN
cana-277	15	12	of	of	ADP
cana-277	15	13	optimising	optimise	VERB
cana-277	15	14	communication	communication	NOUN
cana-277	15	15	networks	network	NOUN
cana-277	15	16	,	,	PUNCT
cana-277	15	17	the	the	DET
cana-277	15	18	nonlinear	nonlinear	ADJ
cana-277	15	19	analysis	analysis	NOUN
cana-277	15	20	paradigm	paradigm	NOUN
cana-277	15	21	is	be	AUX
cana-277	15	22	worth	worth	ADJ
cana-277	15	23	exploring	explore	VERB
cana-277	15	24	.	.	PUNCT
cana-277	16	1	especially	especially	ADV
cana-277	16	2	when	when	SCONJ
cana-277	16	3	it	it	PRON
cana-277	16	4	comes	come	VERB
cana-277	16	5	to	to	ADP
cana-277	16	6	the	the	DET
cana-277	16	7	complexities	complexity	NOUN
cana-277	16	8	of	of	ADP
cana-277	16	9	communications	communication	NOUN
cana-277	16	10	on	on	ADP
cana-277	16	11	applied	apply	VERB
cana-277	16	12	nonlinear	nonlinear	ADJ
cana-277	16	13	analysis	analysis	NOUN
cana-277	16	14	issn	issn	NOUN
cana-277	16	15	:	:	PUNCT
cana-277	16	16	1074	1074	NUM
cana-277	16	17	-	-	PUNCT
cana-277	16	18	133x	133x	NUM
cana-277	16	19	vol	vol	NOUN
cana-277	16	20	30	30	NUM
cana-277	17	1	no	no	NOUN
cana-277	17	2	.	.	NOUN
cana-277	17	3	3	3	NUM
cana-277	17	4	(	(	PUNCT
cana-277	17	5	2023	2023	NUM
cana-277	17	6	)	)	PUNCT
cana-277	17	7	33	33	NUM
cana-277	17	8	https://internationalpubls.com	https://internationalpubls.com	NOUN
cana-277	17	9	error	error	NOUN
cana-277	17	10	correction	correction	NOUN
cana-277	17	11	,	,	PUNCT
cana-277	17	12	modulation	modulation	NOUN
cana-277	17	13	,	,	PUNCT
cana-277	17	14	and	and	CCONJ
cana-277	17	15	signal	signal	NOUN
cana-277	17	16	processing	processing	NOUN
cana-277	17	17	,	,	PUNCT
cana-277	17	18	traditional	traditional	ADJ
cana-277	17	19	linear	linear	ADJ
cana-277	17	20	methodologies	methodology	NOUN
cana-277	17	21	have	have	AUX
cana-277	17	22	shown	show	VERB
cana-277	17	23	to	to	PART
cana-277	17	24	be	be	AUX
cana-277	17	25	inadequate	inadequate	ADJ
cana-277	17	26	for	for	ADP
cana-277	17	27	explaining	explain	VERB
cana-277	17	28	the	the	DET
cana-277	17	29	dynamics	dynamic	NOUN
cana-277	17	30	of	of	ADP
cana-277	17	31	modern	modern	ADJ
cana-277	17	32	communication	communication	NOUN
cana-277	17	33	systems	system	NOUN
cana-277	18	1	[	[	X
cana-277	18	2	1	1	NUM
cana-277	18	3	]	]	PUNCT
cana-277	18	4	.	.	PUNCT
cana-277	19	1	the	the	DET
cana-277	19	2	methods	method	NOUN
cana-277	19	3	provide	provide	VERB
cana-277	19	4	a	a	DET
cana-277	19	5	lens	lens	NOUN
cana-277	19	6	through	through	ADP
cana-277	19	7	which	which	PRON
cana-277	19	8	these	these	DET
cana-277	19	9	components	component	NOUN
cana-277	19	10	'	'	PART
cana-277	19	11	dynamics	dynamic	NOUN
cana-277	19	12	may	may	AUX
cana-277	19	13	be	be	AUX
cana-277	19	14	fully	fully	ADV
cana-277	19	15	modelled	model	VERB
cana-277	19	16	,	,	PUNCT
cana-277	19	17	which	which	PRON
cana-277	19	18	eventually	eventually	ADV
cana-277	19	19	helps	help	VERB
cana-277	19	20	to	to	PART
cana-277	19	21	improve	improve	VERB
cana-277	19	22	system	system	NOUN
cana-277	19	23	performance	performance	NOUN
cana-277	19	24	.	.	PUNCT
cana-277	20	1	furthermore	furthermore	ADV
cana-277	20	2	,	,	PUNCT
cana-277	20	3	nonlinearity	nonlinearity	NOUN
cana-277	20	4	in	in	ADP
cana-277	20	5	communication	communication	NOUN
cana-277	20	6	systems	system	NOUN
cana-277	20	7	relates	relate	VERB
cana-277	20	8	to	to	ADP
cana-277	20	9	the	the	DET
cana-277	20	10	nature	nature	NOUN
cana-277	20	11	of	of	ADP
cana-277	20	12	the	the	DET
cana-277	20	13	information	information	NOUN
cana-277	20	14	being	be	AUX
cana-277	20	15	communicated	communicate	VERB
cana-277	20	16	rather	rather	ADV
cana-277	20	17	than	than	ADP
cana-277	20	18	only	only	ADV
cana-277	20	19	the	the	DET
cana-277	20	20	hardware	hardware	NOUN
cana-277	20	21	.	.	PUNCT
cana-277	21	1	this	this	PRON
cana-277	21	2	covers	cover	VERB
cana-277	21	3	the	the	DET
cana-277	21	4	encoding	encoding	NOUN
cana-277	21	5	techniques	technique	NOUN
cana-277	21	6	,	,	PUNCT
cana-277	21	7	modulation	modulation	NOUN
cana-277	21	8	systems	system	NOUN
cana-277	21	9	,	,	PUNCT
cana-277	21	10	and	and	CCONJ
cana-277	21	11	how	how	SCONJ
cana-277	21	12	they	they	PRON
cana-277	21	13	relate	relate	VERB
cana-277	21	14	to	to	ADP
cana-277	21	15	the	the	DET
cana-277	21	16	properties	property	NOUN
cana-277	21	17	of	of	ADP
cana-277	21	18	the	the	DET
cana-277	21	19	channel	channel	NOUN
cana-277	21	20	.	.	PUNCT
cana-277	22	1	comprehending	comprehend	VERB
cana-277	22	2	and	and	CCONJ
cana-277	22	3	adjusting	adjust	VERB
cana-277	22	4	these	these	DET
cana-277	22	5	nonlinear	nonlinear	ADJ
cana-277	22	6	characteristics	characteristic	NOUN
cana-277	22	7	is	be	AUX
cana-277	22	8	essential	essential	ADJ
cana-277	22	9	for	for	ADP
cana-277	22	10	enhancing	enhance	VERB
cana-277	22	11	the	the	DET
cana-277	22	12	resilience	resilience	NOUN
cana-277	22	13	and	and	CCONJ
cana-277	22	14	effectiveness	effectiveness	NOUN
cana-277	22	15	of	of	ADP
cana-277	22	16	communication	communication	NOUN
cana-277	22	17	networks	network	NOUN
cana-277	22	18	[	[	X
cana-277	22	19	4	4	NUM
cana-277	22	20	]	]	PUNCT
cana-277	22	21	.	.	PUNCT
cana-277	23	1	the	the	DET
cana-277	23	2	challenges	challenge	NOUN
cana-277	23	3	presented	present	VERB
cana-277	23	4	by	by	ADP
cana-277	23	5	contemporary	contemporary	ADJ
cana-277	23	6	communication	communication	NOUN
cana-277	23	7	paradigms	paradigm	NOUN
cana-277	23	8	,	,	PUNCT
cana-277	23	9	such	such	ADJ
cana-277	23	10	as	as	ADP
cana-277	23	11	the	the	DET
cana-277	23	12	growing	grow	VERB
cana-277	23	13	demand	demand	NOUN
cana-277	23	14	for	for	ADP
cana-277	23	15	bandwidth	bandwidth	NOUN
cana-277	23	16	,	,	PUNCT
cana-277	23	17	the	the	DET
cana-277	23	18	drive	drive	NOUN
cana-277	23	19	for	for	ADP
cana-277	23	20	higher	high	ADJ
cana-277	23	21	data	datum	NOUN
cana-277	23	22	rates	rate	NOUN
cana-277	23	23	,	,	PUNCT
cana-277	23	24	and	and	CCONJ
cana-277	23	25	the	the	DET
cana-277	23	26	complexity	complexity	NOUN
cana-277	23	27	brought	bring	VERB
cana-277	23	28	about	about	ADP
cana-277	23	29	by	by	ADP
cana-277	23	30	multiple	multiple	ADJ
cana-277	23	31	-	-	PUNCT
cana-277	23	32	input	input	NOUN
cana-277	23	33	multiple	multiple	ADJ
cana-277	23	34	-	-	PUNCT
cana-277	23	35	output	output	NOUN
cana-277	23	36	(	(	PUNCT
cana-277	23	37	mimo	mimo	PROPN
cana-277	23	38	)	)	PUNCT
cana-277	23	39	systems	system	NOUN
cana-277	23	40	,	,	PUNCT
cana-277	23	41	can	can	AUX
cana-277	23	42	only	only	ADV
cana-277	23	43	be	be	AUX
cana-277	23	44	addressed	address	VERB
cana-277	23	45	in	in	ADP
cana-277	23	46	part	part	NOUN
cana-277	23	47	by	by	ADP
cana-277	23	48	nonlinear	nonlinear	ADJ
cana-277	23	49	analysis	analysis	NOUN
cana-277	23	50	in	in	ADP
cana-277	23	51	communication	communication	NOUN
cana-277	23	52	systems	system	NOUN
cana-277	23	53	.	.	PUNCT
cana-277	24	1	accepting	accept	VERB
cana-277	24	2	nonlinear	nonlinear	ADJ
cana-277	24	3	analysis	analysis	NOUN
cana-277	24	4	makes	make	VERB
cana-277	24	5	it	it	PRON
cana-277	24	6	possible	possible	ADJ
cana-277	24	7	to	to	PART
cana-277	24	8	create	create	VERB
cana-277	24	9	and	and	CCONJ
cana-277	24	10	put	put	VERB
cana-277	24	11	into	into	ADP
cana-277	24	12	practise	practise	NOUN
cana-277	24	13	new	new	ADJ
cana-277	24	14	tactics	tactic	NOUN
cana-277	24	15	that	that	PRON
cana-277	24	16	efficiently	efficiently	ADV
cana-277	24	17	reduce	reduce	VERB
cana-277	24	18	distortions	distortion	NOUN
cana-277	24	19	,	,	PUNCT
cana-277	24	20	stifle	stifle	VERB
cana-277	24	21	interference	interference	NOUN
cana-277	24	22	,	,	PUNCT
cana-277	24	23	and	and	CCONJ
cana-277	24	24	improve	improve	VERB
cana-277	24	25	the	the	DET
cana-277	24	26	overall	overall	ADJ
cana-277	24	27	capacity	capacity	NOUN
cana-277	24	28	and	and	CCONJ
cana-277	24	29	dependability	dependability	NOUN
cana-277	24	30	of	of	ADP
cana-277	24	31	communication	communication	NOUN
cana-277	24	32	networks	network	NOUN
cana-277	24	33	.	.	PUNCT
cana-277	25	1	this	this	DET
cana-277	25	2	method	method	NOUN
cana-277	25	3	not	not	PART
cana-277	25	4	only	only	ADV
cana-277	25	5	creates	create	VERB
cana-277	25	6	opportunities	opportunity	NOUN
cana-277	25	7	for	for	ADP
cana-277	25	8	more	more	ADV
cana-277	25	9	effective	effective	ADJ
cana-277	25	10	spectrum	spectrum	NOUN
cana-277	25	11	use	use	NOUN
cana-277	25	12	,	,	PUNCT
cana-277	25	13	but	but	CCONJ
cana-277	25	14	it	it	PRON
cana-277	25	15	also	also	ADV
cana-277	25	16	makes	make	VERB
cana-277	25	17	it	it	PRON
cana-277	25	18	easier	easy	ADJ
cana-277	25	19	to	to	PART
cana-277	25	20	create	create	VERB
cana-277	25	21	self	self	NOUN
cana-277	25	22	-	-	PUNCT
cana-277	25	23	regulating	regulate	VERB
cana-277	25	24	,	,	PUNCT
cana-277	25	25	adaptive	adaptive	ADJ
cana-277	25	26	systems	system	NOUN
cana-277	25	27	that	that	PRON
cana-277	25	28	can	can	AUX
cana-277	25	29	respond	respond	VERB
cana-277	25	30	quickly	quickly	ADV
cana-277	25	31	to	to	ADP
cana-277	25	32	shifting	shift	VERB
cana-277	25	33	user	user	NOUN
cana-277	25	34	needs	need	NOUN
cana-277	25	35	and	and	CCONJ
cana-277	25	36	environmental	environmental	ADJ
cana-277	25	37	changes	change	NOUN
cana-277	25	38	.	.	PUNCT
cana-277	26	1	wireless	wireless	ADJ
cana-277	26	2	,	,	PUNCT
cana-277	26	3	optical	optical	ADJ
cana-277	26	4	,	,	PUNCT
cana-277	26	5	and	and	CCONJ
cana-277	26	6	even	even	ADV
cana-277	26	7	quantum	quantum	ADJ
cana-277	26	8	communication	communication	NOUN
cana-277	26	9	are	be	AUX
cana-277	26	10	just	just	ADV
cana-277	26	11	a	a	DET
cana-277	26	12	few	few	ADJ
cana-277	26	13	of	of	ADP
cana-277	26	14	the	the	DET
cana-277	26	15	communication	communication	NOUN
cana-277	26	16	technologies	technology	NOUN
cana-277	26	17	for	for	ADP
cana-277	26	18	which	which	PRON
cana-277	26	19	nonlinear	nonlinear	ADJ
cana-277	26	20	analysis	analysis	NOUN
cana-277	26	21	is	be	AUX
cana-277	26	22	important	important	ADJ
cana-277	26	23	in	in	ADP
cana-277	26	24	communication	communication	NOUN
cana-277	26	25	systems	system	NOUN
cana-277	26	26	.	.	PUNCT
cana-277	27	1	it	it	PRON
cana-277	27	2	acts	act	VERB
cana-277	27	3	as	as	ADP
cana-277	27	4	a	a	DET
cana-277	27	5	spark	spark	NOUN
cana-277	27	6	for	for	ADP
cana-277	27	7	innovation	innovation	NOUN
cana-277	27	8	,	,	PUNCT
cana-277	27	9	promoting	promote	VERB
cana-277	27	10	the	the	DET
cana-277	27	11	creation	creation	NOUN
cana-277	27	12	of	of	ADP
cana-277	27	13	fresh	fresh	ADJ
cana-277	27	14	protocols	protocol	NOUN
cana-277	27	15	,	,	PUNCT
cana-277	27	16	structures	structure	NOUN
cana-277	27	17	,	,	PUNCT
cana-277	27	18	and	and	CCONJ
cana-277	27	19	algorithms	algorithm	NOUN
cana-277	27	20	that	that	PRON
cana-277	27	21	have	have	VERB
cana-277	27	22	the	the	DET
cana-277	27	23	power	power	NOUN
cana-277	27	24	to	to	PART
cana-277	27	25	completely	completely	ADV
cana-277	27	26	change	change	VERB
cana-277	27	27	how	how	SCONJ
cana-277	27	28	data	datum	NOUN
cana-277	27	29	is	be	AUX
cana-277	27	30	sent	send	VERB
cana-277	27	31	and	and	CCONJ
cana-277	27	32	received	receive	VERB
cana-277	27	33	.	.	PUNCT
cana-277	28	1	nonlinear	nonlinear	ADJ
cana-277	28	2	analysis	analysis	NOUN
cana-277	28	3	offers	offer	VERB
cana-277	28	4	a	a	DET
cana-277	28	5	means	means	NOUN
cana-277	28	6	to	to	PART
cana-277	28	7	better	well	ADV
cana-277	28	8	understand	understand	VERB
cana-277	28	9	system	system	NOUN
cana-277	28	10	behaviour	behaviour	NOUN
cana-277	28	11	as	as	ADP
cana-277	28	12	the	the	DET
cana-277	28	13	communication	communication	NOUN
cana-277	28	14	landscape	landscape	NOUN
cana-277	28	15	changes	change	NOUN
cana-277	28	16	.	.	PUNCT
cana-277	29	1	it	it	PRON
cana-277	29	2	also	also	ADV
cana-277	29	3	shows	show	VERB
cana-277	29	4	how	how	SCONJ
cana-277	29	5	to	to	PART
cana-277	29	6	use	use	VERB
cana-277	29	7	the	the	DET
cana-277	29	8	complexities	complexity	NOUN
cana-277	29	9	of	of	ADP
cana-277	29	10	nonlinear	nonlinear	ADJ
cana-277	29	11	systems	system	NOUN
cana-277	29	12	to	to	PART
cana-277	29	13	create	create	VERB
cana-277	29	14	more	more	ADV
cana-277	29	15	resilient	resilient	ADJ
cana-277	29	16	and	and	CCONJ
cana-277	29	17	adaptable	adaptable	ADJ
cana-277	29	18	communication	communication	NOUN
cana-277	29	19	infrastructures	infrastructure	NOUN
cana-277	29	20	,	,	PUNCT
cana-277	29	21	which	which	PRON
cana-277	29	22	is	be	AUX
cana-277	29	23	essential	essential	ADJ
cana-277	29	24	in	in	ADP
cana-277	29	25	a	a	DET
cana-277	29	26	time	time	NOUN
cana-277	29	27	when	when	SCONJ
cana-277	29	28	communication	communication	NOUN
cana-277	29	29	needs	need	NOUN
cana-277	29	30	are	be	AUX
cana-277	29	31	continuously	continuously	ADV
cana-277	29	32	growing	grow	VERB
cana-277	29	33	and	and	CCONJ
cana-277	29	34	changing	change	VERB
cana-277	29	35	.	.	PUNCT
cana-277	30	1	ii	ii	X
cana-277	30	2	.	.	PUNCT
cana-277	31	1	review	review	PROPN
cana-277	31	2	of	of	ADP
cana-277	31	3	literature	literature	NOUN
cana-277	31	4	numerous	numerous	ADJ
cana-277	31	5	case	case	NOUN
cana-277	31	6	studies	study	NOUN
cana-277	31	7	and	and	CCONJ
cana-277	31	8	research	research	NOUN
cana-277	31	9	projects	project	NOUN
cana-277	31	10	that	that	PRON
cana-277	31	11	have	have	AUX
cana-277	31	12	revealed	reveal	VERB
cana-277	31	13	the	the	DET
cana-277	31	14	potential	potential	NOUN
cana-277	31	15	and	and	CCONJ
cana-277	31	16	effectiveness	effectiveness	NOUN
cana-277	31	17	of	of	ADP
cana-277	31	18	nonlinear	nonlinear	ADJ
cana-277	31	19	analysis	analysis	NOUN
cana-277	31	20	approaches	approach	NOUN
cana-277	31	21	have	have	AUX
cana-277	31	22	greatly	greatly	ADV
cana-277	31	23	enhanced	enhance	VERB
cana-277	31	24	the	the	DET
cana-277	31	25	field	field	NOUN
cana-277	31	26	of	of	ADP
cana-277	31	27	nonlinear	nonlinear	ADJ
cana-277	31	28	optimisation	optimisation	NOUN
cana-277	31	29	in	in	ADP
cana-277	31	30	communication	communication	NOUN
cana-277	31	31	systems	system	NOUN
cana-277	31	32	[	[	X
cana-277	31	33	5	5	NUM
cana-277	31	34	]	]	PUNCT
cana-277	31	35	.	.	PUNCT
cana-277	32	1	these	these	DET
cana-277	32	2	investigations	investigation	NOUN
cana-277	32	3	have	have	AUX
cana-277	32	4	constantly	constantly	ADV
cana-277	32	5	shown	show	VERB
cana-277	32	6	the	the	DET
cana-277	32	7	drawbacks	drawback	NOUN
cana-277	32	8	of	of	ADP
cana-277	32	9	conventional	conventional	ADJ
cana-277	32	10	linear	linear	NOUN
cana-277	32	11	models	model	NOUN
cana-277	32	12	and	and	CCONJ
cana-277	32	13	the	the	DET
cana-277	32	14	encouraging	encouraging	ADJ
cana-277	32	15	results	result	NOUN
cana-277	32	16	attained	attain	VERB
cana-277	32	17	by	by	ADP
cana-277	32	18	nonlinear	nonlinear	ADJ
cana-277	32	19	optimisation	optimisation	NOUN
cana-277	32	20	.	.	PUNCT
cana-277	33	1	in	in	ADP
cana-277	33	2	order	order	NOUN
cana-277	33	3	to	to	PART
cana-277	33	4	handle	handle	VERB
cana-277	33	5	signal	signal	ADJ
cana-277	33	6	distortions	distortion	NOUN
cana-277	33	7	and	and	CCONJ
cana-277	33	8	inter	inter	ADJ
cana-277	33	9	-	-	ADJ
cana-277	33	10	symbol	symbol	ADJ
cana-277	33	11	interference	interference	NOUN
cana-277	33	12	,	,	PUNCT
cana-277	33	13	[	[	X
cana-277	33	14	6	6	NUM
cana-277	33	15	]	]	X
cana-277	33	16	research	research	NOUN
cana-277	33	17	,	,	PUNCT
cana-277	33	18	for	for	ADP
cana-277	33	19	example	example	NOUN
cana-277	33	20	,	,	PUNCT
cana-277	33	21	provided	provide	VERB
cana-277	33	22	a	a	DET
cana-277	33	23	thorough	thorough	ADJ
cana-277	33	24	investigation	investigation	NOUN
cana-277	33	25	of	of	ADP
cana-277	33	26	nonlinear	nonlinear	ADJ
cana-277	33	27	equalisation	equalisation	NOUN
cana-277	33	28	techniques	technique	NOUN
cana-277	33	29	in	in	ADP
cana-277	33	30	wireless	wireless	ADJ
cana-277	33	31	communication	communication	NOUN
cana-277	33	32	systems	system	NOUN
cana-277	33	33	,	,	PUNCT
cana-277	33	34	demonstrating	demonstrate	VERB
cana-277	33	35	notable	notable	ADJ
cana-277	33	36	performance	performance	NOUN
cana-277	33	37	improvements	improvement	NOUN
cana-277	33	38	that	that	PRON
cana-277	33	39	greatly	greatly	ADV
cana-277	33	40	increased	increase	VERB
cana-277	33	41	data	data	NOUN
cana-277	33	42	transmission	transmission	NOUN
cana-277	33	43	rates	rate	NOUN
cana-277	33	44	and	and	CCONJ
cana-277	33	45	reliability	reliability	NOUN
cana-277	33	46	.	.	PUNCT
cana-277	34	1	comparably	comparably	ADV
cana-277	34	2	,	,	PUNCT
cana-277	34	3	[	[	X
cana-277	34	4	7	7	X
cana-277	34	5	]	]	ADJ
cana-277	34	6	research	research	NOUN
cana-277	34	7	on	on	ADP
cana-277	34	8	nonlinear	nonlinear	ADJ
cana-277	34	9	error	error	NOUN
cana-277	34	10	correction	correction	NOUN
cana-277	34	11	coding	coding	NOUN
cana-277	34	12	showed	show	VERB
cana-277	34	13	that	that	SCONJ
cana-277	34	14	nonlinear	nonlinear	ADJ
cana-277	34	15	coding	code	VERB
cana-277	34	16	schemes	scheme	NOUN
cana-277	34	17	are	be	AUX
cana-277	34	18	more	more	ADV
cana-277	34	19	resilient	resilient	ADJ
cana-277	34	20	to	to	PART
cana-277	34	21	noise	noise	VERB
cana-277	34	22	and	and	CCONJ
cana-277	34	23	interference	interference	NOUN
cana-277	34	24	than	than	ADP
cana-277	34	25	linear	linear	ADJ
cana-277	34	26	ones	one	NOUN
cana-277	34	27	,	,	PUNCT
cana-277	34	28	which	which	PRON
cana-277	34	29	increases	increase	VERB
cana-277	34	30	the	the	DET
cana-277	34	31	robustness	robustness	NOUN
cana-277	34	32	of	of	ADP
cana-277	34	33	communication	communication	NOUN
cana-277	34	34	systems	system	NOUN
cana-277	34	35	,	,	PUNCT
cana-277	34	36	especially	especially	ADV
cana-277	34	37	in	in	ADP
cana-277	34	38	high	high	ADJ
cana-277	34	39	-	-	PUNCT
cana-277	34	40	noise	noise	NOUN
cana-277	34	41	environments	environment	NOUN
cana-277	34	42	.	.	PUNCT
cana-277	35	1	these	these	DET
cana-277	35	2	case	case	NOUN
cana-277	35	3	studies	study	NOUN
cana-277	35	4	demonstrated	demonstrate	VERB
cana-277	35	5	not	not	PART
cana-277	35	6	only	only	ADV
cana-277	35	7	the	the	DET
cana-277	35	8	potential	potential	NOUN
cana-277	35	9	of	of	ADP
cana-277	35	10	nonlinear	nonlinear	ADJ
cana-277	35	11	analysis	analysis	NOUN
cana-277	35	12	but	but	CCONJ
cana-277	35	13	also	also	ADV
cana-277	35	14	established	establish	VERB
cana-277	35	15	a	a	DET
cana-277	35	16	foundation	foundation	NOUN
cana-277	35	17	for	for	ADP
cana-277	35	18	comprehending	comprehend	VERB
cana-277	35	19	the	the	DET
cana-277	35	20	usefulness	usefulness	NOUN
cana-277	35	21	of	of	ADP
cana-277	35	22	nonlinear	nonlinear	ADJ
cana-277	35	23	optimisation	optimisation	NOUN
cana-277	35	24	in	in	ADP
cana-277	35	25	real	real	ADJ
cana-277	35	26	-	-	PUNCT
cana-277	35	27	world	world	NOUN
cana-277	35	28	communication	communication	NOUN
cana-277	35	29	system	system	NOUN
cana-277	35	30	implementations	implementation	NOUN
cana-277	35	31	.	.	PUNCT
cana-277	36	1	in	in	ADP
cana-277	36	2	addition	addition	NOUN
cana-277	36	3	,	,	PUNCT
cana-277	36	4	a	a	DET
cana-277	36	5	number	number	NOUN
cana-277	36	6	of	of	ADP
cana-277	36	7	studies	study	NOUN
cana-277	36	8	have	have	AUX
cana-277	36	9	looked	look	VERB
cana-277	36	10	into	into	ADP
cana-277	36	11	using	use	VERB
cana-277	36	12	nonlinear	nonlinear	ADJ
cana-277	36	13	analysis	analysis	NOUN
cana-277	36	14	in	in	ADP
cana-277	36	15	optical	optical	ADJ
cana-277	36	16	communication	communication	NOUN
cana-277	36	17	systems	system	NOUN
cana-277	36	18	.	.	PUNCT
cana-277	37	1	research	research	NOUN
cana-277	37	2	on	on	ADP
cana-277	37	3	the	the	DET
cana-277	37	4	application	application	NOUN
cana-277	37	5	of	of	ADP
cana-277	37	6	nonlinear	nonlinear	ADJ
cana-277	37	7	dynamics	dynamic	NOUN
cana-277	37	8	in	in	ADP
cana-277	37	9	optical	optical	ADJ
cana-277	37	10	signal	signal	NOUN
cana-277	37	11	processing	processing	NOUN
cana-277	37	12	was	be	AUX
cana-277	37	13	conducted	conduct	VERB
cana-277	37	14	[	[	X
cana-277	37	15	8	8	NUM
cana-277	37	16	]	]	PUNCT
cana-277	37	17	and	and	CCONJ
cana-277	37	18	[	[	X
cana-277	37	19	9	9	NUM
cana-277	37	20	]	]	PUNCT
cana-277	37	21	.	.	PUNCT
cana-277	38	1	these	these	DET
cana-277	38	2	studies	study	NOUN
cana-277	38	3	showed	show	VERB
cana-277	38	4	how	how	SCONJ
cana-277	38	5	effective	effective	ADJ
cana-277	38	6	nonlinear	nonlinear	ADJ
cana-277	38	7	analysis	analysis	NOUN
cana-277	38	8	techniques	technique	NOUN
cana-277	38	9	are	be	AUX
cana-277	38	10	in	in	ADP
cana-277	38	11	communications	communication	NOUN
cana-277	38	12	on	on	ADP
cana-277	38	13	applied	apply	VERB
cana-277	38	14	nonlinear	nonlinear	ADJ
cana-277	38	15	analysis	analysis	NOUN
cana-277	38	16	issn	issn	NOUN
cana-277	38	17	:	:	PUNCT
cana-277	38	18	1074	1074	NUM
cana-277	38	19	-	-	PUNCT
cana-277	38	20	133x	133x	NUM
cana-277	38	21	vol	vol	NOUN
cana-277	38	22	30	30	NUM
cana-277	38	23	no	no	NOUN
cana-277	38	24	.	.	NOUN
cana-277	38	25	3	3	NUM
cana-277	38	26	(	(	PUNCT
cana-277	38	27	2023	2023	NUM
cana-277	38	28	)	)	PUNCT
cana-277	39	1	34	34	NUM
cana-277	39	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	39	3	designing	design	VERB
cana-277	39	4	optical	optical	ADJ
cana-277	39	5	systems	system	NOUN
cana-277	39	6	that	that	PRON
cana-277	39	7	can	can	AUX
cana-277	39	8	handle	handle	VERB
cana-277	39	9	high	high	ADJ
cana-277	39	10	-	-	PUNCT
cana-277	39	11	capacity	capacity	NOUN
cana-277	39	12	data	datum	NOUN
cana-277	39	13	transmission	transmission	NOUN
cana-277	39	14	while	while	SCONJ
cana-277	39	15	minimising	minimise	VERB
cana-277	39	16	signal	signal	NOUN
cana-277	39	17	distortions	distortion	NOUN
cana-277	39	18	caused	cause	VERB
cana-277	39	19	by	by	ADP
cana-277	39	20	nonlinearity	nonlinearity	NOUN
cana-277	39	21	in	in	ADP
cana-277	39	22	optical	optical	ADJ
cana-277	39	23	fibres	fibre	NOUN
cana-277	39	24	.	.	PUNCT
cana-277	40	1	these	these	DET
cana-277	40	2	works	work	NOUN
cana-277	40	3	clarify	clarify	VERB
cana-277	40	4	the	the	DET
cana-277	40	5	crucial	crucial	ADJ
cana-277	40	6	part	part	NOUN
cana-277	40	7	that	that	PRON
cana-277	40	8	nonlinear	nonlinear	ADJ
cana-277	40	9	analysis	analysis	NOUN
cana-277	40	10	plays	play	VERB
cana-277	40	11	in	in	ADP
cana-277	40	12	optimising	optimise	VERB
cana-277	40	13	optical	optical	ADJ
cana-277	40	14	communication	communication	NOUN
cana-277	40	15	systems	system	NOUN
cana-277	40	16	and	and	CCONJ
cana-277	40	17	highlight	highlight	VERB
cana-277	40	18	how	how	SCONJ
cana-277	40	19	important	important	ADJ
cana-277	40	20	it	it	PRON
cana-277	40	21	is	be	AUX
cana-277	40	22	to	to	ADP
cana-277	40	23	overcoming	overcome	VERB
cana-277	40	24	the	the	DET
cana-277	40	25	difficulties	difficulty	NOUN
cana-277	40	26	that	that	PRON
cana-277	40	27	long	long	ADJ
cana-277	40	28	-	-	PUNCT
cana-277	40	29	haul	haul	NOUN
cana-277	40	30	optical	optical	ADJ
cana-277	40	31	transmission	transmission	NOUN
cana-277	40	32	presents	present	NOUN
cana-277	40	33	due	due	ADP
cana-277	40	34	to	to	ADP
cana-277	40	35	nonlinear	nonlinear	ADJ
cana-277	40	36	effects	effect	NOUN
cana-277	40	37	.	.	PUNCT
cana-277	41	1	moreover	moreover	ADV
cana-277	41	2	,	,	PUNCT
cana-277	41	3	the	the	DET
cana-277	41	4	performance	performance	NOUN
cana-277	41	5	of	of	ADP
cana-277	41	6	multi	multi	ADJ
cana-277	41	7	-	-	ADJ
cana-277	41	8	antenna	antenna	ADJ
cana-277	41	9	systems	system	NOUN
cana-277	41	10	has	have	AUX
cana-277	41	11	been	be	AUX
cana-277	41	12	greatly	greatly	ADV
cana-277	41	13	enhanced	enhance	VERB
cana-277	41	14	by	by	ADP
cana-277	41	15	nonlinear	nonlinear	ADJ
cana-277	41	16	optimisation	optimisation	NOUN
cana-277	41	17	approaches	approach	NOUN
cana-277	41	18	.	.	PUNCT
cana-277	42	1	in	in	ADP
cana-277	42	2	[	[	X
cana-277	42	3	10	10	NUM
cana-277	42	4	]	]	X
cana-277	42	5	study	study	NOUN
cana-277	42	6	,	,	PUNCT
cana-277	42	7	examined	examine	VERB
cana-277	42	8	nonlinear	nonlinear	ADJ
cana-277	42	9	optimisation	optimisation	NOUN
cana-277	42	10	strategies	strategy	NOUN
cana-277	42	11	for	for	ADP
cana-277	42	12	mimo	mimo	PROPN
cana-277	42	13	systems	system	NOUN
cana-277	42	14	,	,	PUNCT
cana-277	42	15	emphasising	emphasise	VERB
cana-277	42	16	the	the	DET
cana-277	42	17	substantial	substantial	ADJ
cana-277	42	18	improvements	improvement	NOUN
cana-277	42	19	in	in	ADP
cana-277	42	20	spectral	spectral	ADJ
cana-277	42	21	efficiency	efficiency	NOUN
cana-277	42	22	and	and	CCONJ
cana-277	42	23	interference	interference	NOUN
cana-277	42	24	mitigation	mitigation	NOUN
cana-277	42	25	that	that	PRON
cana-277	42	26	may	may	AUX
cana-277	42	27	be	be	AUX
cana-277	42	28	achieved	achieve	VERB
cana-277	42	29	using	use	VERB
cana-277	42	30	nonlinear	nonlinear	ADJ
cana-277	42	31	precoding	precoding	NOUN
cana-277	42	32	and	and	CCONJ
cana-277	42	33	detection	detection	NOUN
cana-277	42	34	methods	method	NOUN
cana-277	42	35	.	.	PUNCT
cana-277	43	1	the	the	DET
cana-277	43	2	results	result	NOUN
cana-277	43	3	of	of	ADP
cana-277	43	4	the	the	DET
cana-277	43	5	study	study	NOUN
cana-277	43	6	showed	show	VERB
cana-277	43	7	that	that	SCONJ
cana-277	43	8	nonlinear	nonlinear	ADJ
cana-277	43	9	strategies	strategy	NOUN
cana-277	43	10	outperform	outperform	VERB
cana-277	43	11	linear	linear	ADJ
cana-277	43	12	ones	one	NOUN
cana-277	43	13	in	in	ADP
cana-277	43	14	terms	term	NOUN
cana-277	43	15	of	of	ADP
cana-277	43	16	fully	fully	ADV
cana-277	43	17	using	use	VERB
cana-277	43	18	the	the	DET
cana-277	43	19	advantages	advantage	NOUN
cana-277	43	20	of	of	ADP
cana-277	43	21	multi	multi	ADJ
cana-277	43	22	-	-	ADJ
cana-277	43	23	antenna	antenna	ADJ
cana-277	43	24	systems	system	NOUN
cana-277	43	25	and	and	CCONJ
cana-277	43	26	outperforming	outperform	VERB
cana-277	43	27	them	they	PRON
cana-277	43	28	in	in	ADP
cana-277	43	29	terms	term	NOUN
cana-277	43	30	of	of	ADP
cana-277	43	31	utilising	utilise	VERB
cana-277	43	32	mimo	mimo	PROPN
cana-277	43	33	communication	communication	NOUN
cana-277	43	34	.	.	PUNCT
cana-277	44	1	when	when	SCONJ
cana-277	44	2	taken	take	VERB
cana-277	44	3	[	[	X
cana-277	44	4	11	11	NUM
cana-277	44	5	]	]	PUNCT
cana-277	44	6	as	as	ADP
cana-277	44	7	a	a	DET
cana-277	44	8	whole	whole	NOUN
cana-277	44	9	,	,	PUNCT
cana-277	44	10	these	these	DET
cana-277	44	11	case	case	NOUN
cana-277	44	12	studies	study	NOUN
cana-277	44	13	highlight	highlight	VERB
cana-277	44	14	the	the	DET
cana-277	44	15	importance	importance	NOUN
cana-277	44	16	of	of	ADP
cana-277	44	17	nonlinear	nonlinear	ADJ
cana-277	44	18	optimisation	optimisation	NOUN
cana-277	44	19	in	in	ADP
cana-277	44	20	communication	communication	NOUN
cana-277	44	21	systems	system	NOUN
cana-277	44	22	and	and	CCONJ
cana-277	44	23	offer	offer	VERB
cana-277	44	24	verifiable	verifiable	ADJ
cana-277	44	25	proof	proof	NOUN
cana-277	44	26	of	of	ADP
cana-277	44	27	its	its	PRON
cana-277	44	28	effectiveness	effectiveness	NOUN
cana-277	44	29	in	in	ADP
cana-277	44	30	resolving	resolve	VERB
cana-277	44	31	a	a	DET
cana-277	44	32	range	range	NOUN
cana-277	44	33	of	of	ADP
cana-277	44	34	issues	issue	NOUN
cana-277	44	35	with	with	ADP
cana-277	44	36	contemporary	contemporary	ADJ
cana-277	44	37	communication	communication	NOUN
cana-277	44	38	technology	technology	NOUN
cana-277	45	1	[	[	X
cana-277	45	2	14	14	NUM
cana-277	45	3	]	]	PUNCT
cana-277	45	4	.	.	PUNCT
cana-277	46	1	the	the	DET
cana-277	46	2	results	result	NOUN
cana-277	46	3	of	of	ADP
cana-277	46	4	these	these	DET
cana-277	46	5	studies	study	NOUN
cana-277	46	6	serve	serve	VERB
cana-277	46	7	as	as	ADP
cana-277	46	8	a	a	DET
cana-277	46	9	catalyst	catalyst	NOUN
cana-277	46	10	for	for	ADP
cana-277	46	11	the	the	DET
cana-277	46	12	adoption	adoption	NOUN
cana-277	46	13	and	and	CCONJ
cana-277	46	14	integration	integration	NOUN
cana-277	46	15	of	of	ADP
cana-277	46	16	nonlinear	nonlinear	ADJ
cana-277	46	17	optimisation	optimisation	NOUN
cana-277	46	18	techniques	technique	NOUN
cana-277	46	19	in	in	ADP
cana-277	46	20	the	the	DET
cana-277	46	21	design	design	NOUN
cana-277	46	22	and	and	CCONJ
cana-277	46	23	implementation	implementation	NOUN
cana-277	46	24	of	of	ADP
cana-277	46	25	reliable	reliable	ADJ
cana-277	46	26	,	,	PUNCT
cana-277	46	27	effective	effective	ADJ
cana-277	46	28	,	,	PUNCT
cana-277	46	29	and	and	CCONJ
cana-277	46	30	high	high	ADV
cana-277	46	31	-	-	PUNCT
cana-277	46	32	performing	perform	VERB
cana-277	46	33	communication	communication	NOUN
cana-277	46	34	systems	system	NOUN
cana-277	46	35	.	.	PUNCT
cana-277	47	1	they	they	PRON
cana-277	47	2	not	not	PART
cana-277	47	3	only	only	ADV
cana-277	47	4	validate	validate	VERB
cana-277	47	5	the	the	DET
cana-277	47	6	theoretical	theoretical	ADJ
cana-277	47	7	foundations	foundation	NOUN
cana-277	47	8	of	of	ADP
cana-277	47	9	nonlinear	nonlinear	ADJ
cana-277	47	10	analysis	analysis	NOUN
cana-277	47	11	but	but	CCONJ
cana-277	47	12	also	also	ADV
cana-277	47	13	demonstrate	demonstrate	VERB
cana-277	47	14	its	its	PRON
cana-277	47	15	practical	practical	ADJ
cana-277	47	16	applicability	applicability	NOUN
cana-277	47	17	in	in	ADP
cana-277	47	18	a	a	DET
cana-277	47	19	variety	variety	NOUN
cana-277	47	20	of	of	ADP
cana-277	47	21	communication	communication	NOUN
cana-277	47	22	scenarios	scenario	NOUN
cana-277	47	23	.	.	PUNCT
cana-277	48	1	as	as	ADP
cana-277	48	2	such	such	ADJ
cana-277	48	3	,	,	PUNCT
cana-277	48	4	these	these	DET
cana-277	48	5	studies	study	NOUN
cana-277	48	6	not	not	PART
cana-277	48	7	only	only	ADV
cana-277	48	8	support	support	VERB
cana-277	48	9	the	the	DET
cana-277	48	10	application	application	NOUN
cana-277	48	11	of	of	ADP
cana-277	48	12	nonlinear	nonlinear	ADJ
cana-277	48	13	analysis	analysis	NOUN
cana-277	48	14	in	in	ADP
cana-277	48	15	communication	communication	NOUN
cana-277	48	16	systems	system	NOUN
cana-277	48	17	but	but	CCONJ
cana-277	48	18	also	also	ADV
cana-277	48	19	stimulate	stimulate	VERB
cana-277	48	20	additional	additional	ADJ
cana-277	48	21	research	research	NOUN
cana-277	48	22	and	and	CCONJ
cana-277	48	23	development	development	NOUN
cana-277	48	24	in	in	ADP
cana-277	48	25	the	the	DET
cana-277	48	26	field	field	NOUN
cana-277	48	27	,	,	PUNCT
cana-277	48	28	promoting	promote	VERB
cana-277	48	29	an	an	DET
cana-277	48	30	ongoing	ongoing	ADJ
cana-277	48	31	progression	progression	NOUN
cana-277	48	32	towards	towards	ADP
cana-277	48	33	more	more	ADV
cana-277	48	34	complex	complex	ADJ
cana-277	48	35	and	and	CCONJ
cana-277	48	36	robust	robust	ADJ
cana-277	48	37	communication	communication	NOUN
cana-277	48	38	infrastructures	infrastructure	NOUN
cana-277	48	39	.	.	PUNCT
cana-277	49	1	table	table	NOUN
cana-277	49	2	1	1	NUM
cana-277	49	3	:	:	PUNCT
cana-277	49	4	summary	summary	NOUN
cana-277	49	5	of	of	ADP
cana-277	49	6	related	related	ADJ
cana-277	49	7	work	work	NOUN
cana-277	49	8	method	method	NOUN
cana-277	49	9	communication	communication	NOUN
cana-277	49	10	system	system	NOUN
cana-277	49	11	key	key	ADJ
cana-277	49	12	focus	focus	NOUN
cana-277	49	13	limitation	limitation	NOUN
cana-277	49	14	scope	scope	NOUN
cana-277	49	15	nonlinear	nonlinear	ADJ
cana-277	49	16	equalization	equalization	NOUN
cana-277	49	17	[	[	X
cana-277	49	18	12	12	NUM
cana-277	49	19	]	]	PUNCT
cana-277	49	20	wireless	wireless	ADJ
cana-277	49	21	communication	communication	NOUN
cana-277	49	22	mitigation	mitigation	NOUN
cana-277	49	23	of	of	ADP
cana-277	49	24	inter	inter	ADJ
cana-277	49	25	-	-	ADJ
cana-277	49	26	symbol	symbol	ADJ
cana-277	49	27	interference	interference	NOUN
cana-277	49	28	high	high	ADJ
cana-277	49	29	computational	computational	ADJ
cana-277	49	30	complexity	complexity	NOUN
cana-277	49	31	enhancing	enhance	VERB
cana-277	49	32	data	datum	NOUN
cana-277	49	33	rates	rate	NOUN
cana-277	49	34	and	and	CCONJ
cana-277	49	35	reliability	reliability	NOUN
cana-277	49	36	nonlinear	nonlinear	ADJ
cana-277	49	37	coding	code	VERB
cana-277	49	38	schemes	scheme	NOUN
cana-277	49	39	[	[	X
cana-277	49	40	13	13	NUM
cana-277	49	41	]	]	X
cana-277	49	42	general	general	ADJ
cana-277	49	43	communication	communication	NOUN
cana-277	49	44	improved	improve	VERB
cana-277	49	45	error	error	NOUN
cana-277	49	46	correction	correction	NOUN
cana-277	49	47	in	in	ADP
cana-277	49	48	noisy	noisy	ADJ
cana-277	49	49	environments	environment	NOUN
cana-277	49	50	complexity	complexity	NOUN
cana-277	49	51	increases	increase	VERB
cana-277	49	52	with	with	ADP
cana-277	49	53	data	datum	NOUN
cana-277	49	54	rates	rate	NOUN
cana-277	49	55	enhancing	enhance	VERB
cana-277	49	56	robustness	robustness	NOUN
cana-277	49	57	in	in	ADP
cana-277	49	58	noisy	noisy	ADJ
cana-277	49	59	environments	environment	NOUN
cana-277	49	60	nonlinear	nonlinear	ADJ
cana-277	49	61	dynamics	dynamic	NOUN
cana-277	49	62	in	in	ADP
cana-277	49	63	optical	optical	ADJ
cana-277	49	64	signal	signal	NOUN
cana-277	49	65	processing	processing	NOUN
cana-277	49	66	[	[	X
cana-277	49	67	15	15	NUM
cana-277	49	68	]	]	X
cana-277	49	69	optical	optical	ADJ
cana-277	49	70	communication	communication	NOUN
cana-277	49	71	handling	handle	VERB
cana-277	49	72	nonlinear	nonlinear	ADJ
cana-277	49	73	effects	effect	NOUN
cana-277	49	74	in	in	ADP
cana-277	49	75	optical	optical	ADJ
cana-277	49	76	fibers	fiber	NOUN
cana-277	49	77	limited	limit	VERB
cana-277	49	78	scalability	scalability	NOUN
cana-277	49	79	for	for	ADP
cana-277	49	80	long	long	ADJ
cana-277	49	81	-	-	PUNCT
cana-277	49	82	haul	haul	NOUN
cana-277	49	83	transmissions	transmission	NOUN
cana-277	49	84	optimizing	optimize	VERB
cana-277	49	85	high	high	ADJ
cana-277	49	86	-	-	PUNCT
cana-277	49	87	capacity	capacity	NOUN
cana-277	49	88	data	datum	NOUN
cana-277	49	89	transmission	transmission	NOUN
cana-277	49	90	nonlinear	nonlinear	ADJ
cana-277	49	91	optimization	optimization	NOUN
cana-277	49	92	for	for	ADP
cana-277	49	93	mimo	mimo	PROPN
cana-277	49	94	systems	system	NOUN
cana-277	50	1	[	[	X
cana-277	50	2	16	16	NUM
cana-277	50	3	]	]	X
cana-277	50	4	multiple	multiple	ADJ
cana-277	50	5	-	-	PUNCT
cana-277	50	6	input	input	NOUN
cana-277	50	7	multiple	multiple	ADJ
cana-277	50	8	-	-	PUNCT
cana-277	50	9	output	output	NOUN
cana-277	50	10	(	(	PUNCT
cana-277	50	11	mimo	mimo	PROPN
cana-277	50	12	)	)	PUNCT
cana-277	50	13	spectral	spectral	ADJ
cana-277	50	14	efficiency	efficiency	NOUN
cana-277	50	15	and	and	CCONJ
cana-277	50	16	interference	interference	NOUN
cana-277	50	17	mitigation	mitigation	NOUN
cana-277	50	18	computational	computational	ADJ
cana-277	50	19	complexity	complexity	NOUN
cana-277	50	20	with	with	ADP
cana-277	50	21	larger	large	ADJ
cana-277	50	22	antenna	antenna	NOUN
cana-277	50	23	arrays	array	VERB
cana-277	50	24	harnessing	harness	VERB
cana-277	50	25	the	the	DET
cana-277	50	26	benefits	benefit	NOUN
cana-277	50	27	of	of	ADP
cana-277	50	28	multi	multi	ADJ
cana-277	50	29	-	-	ADJ
cana-277	50	30	antenna	antenna	ADJ
cana-277	50	31	systems	system	NOUN
cana-277	50	32	nonlinear	nonlinear	ADJ
cana-277	50	33	filtering	filtering	ADJ
cana-277	50	34	techniques	technique	NOUN
cana-277	50	35	[	[	X
cana-277	50	36	17	17	NUM
cana-277	50	37	]	]	PUNCT
cana-277	50	38	satellite	satellite	NOUN
cana-277	50	39	communication	communication	NOUN
cana-277	50	40	minimizing	minimize	VERB
cana-277	50	41	signal	signal	ADJ
cana-277	50	42	distortion	distortion	NOUN
cana-277	50	43	in	in	ADP
cana-277	50	44	noisy	noisy	ADJ
cana-277	50	45	challenging	challenging	ADJ
cana-277	50	46	realtime	realtime	ADJ
cana-277	50	47	implementation	implementation	NOUN
cana-277	50	48	improving	improve	VERB
cana-277	50	49	signal	signal	NOUN
cana-277	50	50	integrity	integrity	NOUN
cana-277	50	51	in	in	ADP
cana-277	50	52	satellite	satellite	NOUN
cana-277	50	53	links	link	NOUN
cana-277	50	54	communications	communication	NOUN
cana-277	50	55	on	on	ADP
cana-277	50	56	applied	apply	VERB
cana-277	50	57	nonlinear	nonlinear	ADJ
cana-277	50	58	analysis	analysis	NOUN
cana-277	50	59	issn	issn	NOUN
cana-277	50	60	:	:	PUNCT
cana-277	50	61	1074	1074	NUM
cana-277	50	62	-	-	PUNCT
cana-277	50	63	133x	133x	NUM
cana-277	50	64	vol	vol	NOUN
cana-277	50	65	30	30	NUM
cana-277	50	66	no	no	NOUN
cana-277	50	67	.	.	NOUN
cana-277	50	68	3	3	NUM
cana-277	50	69	(	(	PUNCT
cana-277	50	70	2023	2023	NUM
cana-277	50	71	)	)	PUNCT
cana-277	50	72	35	35	NUM
cana-277	50	73	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	50	74	channels	channel	NOUN
cana-277	50	75	chaos	chaos	NOUN
cana-277	50	76	-	-	PUNCT
cana-277	50	77	based	base	VERB
cana-277	50	78	communication	communication	NOUN
cana-277	50	79	systems	system	NOUN
cana-277	50	80	[	[	X
cana-277	50	81	18	18	NUM
cana-277	50	82	]	]	X
cana-277	50	83	general	general	ADJ
cana-277	50	84	communication	communication	NOUN
cana-277	50	85	exploiting	exploit	VERB
cana-277	50	86	chaotic	chaotic	ADJ
cana-277	50	87	signals	signal	NOUN
cana-277	50	88	for	for	ADP
cana-277	50	89	secure	secure	ADJ
cana-277	50	90	transmission	transmission	NOUN
cana-277	50	91	sensitivity	sensitivity	NOUN
cana-277	50	92	to	to	ADP
cana-277	50	93	initial	initial	ADJ
cana-277	50	94	conditions	condition	NOUN
cana-277	50	95	and	and	CCONJ
cana-277	50	96	parameter	parameter	NOUN
cana-277	50	97	values	value	NOUN
cana-277	50	98	enhancing	enhance	VERB
cana-277	50	99	security	security	NOUN
cana-277	50	100	in	in	ADP
cana-277	50	101	data	data	NOUN
cana-277	50	102	transmission	transmission	NOUN
cana-277	50	103	nonlinear	nonlinear	ADJ
cana-277	50	104	predistortion	predistortion	NOUN
cana-277	50	105	techniques	technique	NOUN
cana-277	50	106	[	[	X
cana-277	50	107	19	19	NUM
cana-277	50	108	]	]	PUNCT
cana-277	50	109	rf	rf	NOUN
cana-277	50	110	communication	communication	NOUN
cana-277	50	111	systems	system	NOUN
cana-277	50	112	nonlinear	nonlinear	ADJ
cana-277	50	113	distortion	distortion	NOUN
cana-277	50	114	compensation	compensation	NOUN
cana-277	50	115	hardwaredependent	hardwaredependent	NOUN
cana-277	50	116	approaches	approach	NOUN
cana-277	50	117	improving	improve	VERB
cana-277	50	118	signal	signal	ADJ
cana-277	50	119	quality	quality	NOUN
cana-277	50	120	in	in	ADP
cana-277	50	121	rf	rf	NOUN
cana-277	50	122	transmission	transmission	NOUN
cana-277	50	123	nonlinear	nonlinear	ADJ
cana-277	50	124	channel	channel	NOUN
cana-277	50	125	equalization	equalization	NOUN
cana-277	50	126	[	[	X
cana-277	50	127	20	20	NUM
cana-277	50	128	]	]	PUNCT
cana-277	50	129	underwater	underwater	ADJ
cana-277	50	130	communication	communication	NOUN
cana-277	50	131	compensation	compensation	NOUN
cana-277	50	132	for	for	ADP
cana-277	50	133	channel	channel	NOUN
cana-277	50	134	distortions	distortion	NOUN
cana-277	50	135	challenges	challenge	NOUN
cana-277	50	136	in	in	ADP
cana-277	50	137	diverse	diverse	ADJ
cana-277	50	138	underwater	underwater	ADJ
cana-277	50	139	conditions	condition	NOUN
cana-277	50	140	enhancing	enhance	VERB
cana-277	50	141	reliability	reliability	NOUN
cana-277	50	142	in	in	ADP
cana-277	50	143	underwater	underwater	ADJ
cana-277	50	144	links	link	NOUN
cana-277	50	145	nonlinear	nonlinear	ADJ
cana-277	50	146	phase	phase	NOUN
cana-277	50	147	noise	noise	NOUN
cana-277	50	148	compensation	compensation	NOUN
cana-277	50	149	[	[	X
cana-277	50	150	21	21	NUM
cana-277	50	151	]	]	X
cana-277	50	152	optical	optical	ADJ
cana-277	50	153	communication	communication	NOUN
cana-277	50	154	phase	phase	NOUN
cana-277	50	155	noise	noise	NOUN
cana-277	50	156	mitigation	mitigation	NOUN
cana-277	50	157	in	in	ADP
cana-277	50	158	optical	optical	ADJ
cana-277	50	159	signals	signal	NOUN
cana-277	50	160	complexity	complexity	NOUN
cana-277	50	161	in	in	ADP
cana-277	50	162	real	real	ADJ
cana-277	50	163	-	-	PUNCT
cana-277	50	164	time	time	NOUN
cana-277	50	165	implementation	implementation	NOUN
cana-277	50	166	enhancing	enhance	VERB
cana-277	50	167	accuracy	accuracy	NOUN
cana-277	50	168	in	in	ADP
cana-277	50	169	optical	optical	ADJ
cana-277	50	170	signal	signal	NOUN
cana-277	50	171	processing	processing	NOUN
cana-277	50	172	nonlinear	nonlinear	ADJ
cana-277	50	173	timefrequency	timefrequency	NOUN
cana-277	50	174	analysis	analysis	NOUN
cana-277	50	175	[	[	X
cana-277	50	176	22	22	NUM
cana-277	50	177	]	]	PUNCT
cana-277	50	178	radar	radar	NOUN
cana-277	50	179	systems	system	NOUN
cana-277	50	180	improved	improve	VERB
cana-277	50	181	resolution	resolution	NOUN
cana-277	50	182	in	in	ADP
cana-277	50	183	time	time	NOUN
cana-277	50	184	-	-	PUNCT
cana-277	50	185	frequency	frequency	NOUN
cana-277	50	186	domain	domain	NOUN
cana-277	50	187	computationally	computationally	ADV
cana-277	50	188	intensive	intensive	ADJ
cana-277	50	189	for	for	ADP
cana-277	50	190	realtime	realtime	NOUN
cana-277	50	191	processing	processing	NOUN
cana-277	50	192	enhancing	enhance	VERB
cana-277	50	193	radar	radar	NOUN
cana-277	50	194	performance	performance	NOUN
cana-277	50	195	in	in	ADP
cana-277	50	196	signal	signal	ADJ
cana-277	50	197	analysis	analysis	NOUN
cana-277	50	198	iii	iii	NOUN
cana-277	50	199	.	.	PUNCT
cana-277	51	1	nonlinear	nonlinear	ADJ
cana-277	51	2	analysis	analysis	NOUN
cana-277	51	3	in	in	ADP
cana-277	51	4	communication	communication	NOUN
cana-277	51	5	systems	system	NOUN
cana-277	51	6	by	by	ADP
cana-277	51	7	recognising	recognise	VERB
cana-277	51	8	and	and	CCONJ
cana-277	51	9	taking	take	VERB
cana-277	51	10	advantage	advantage	NOUN
cana-277	51	11	of	of	ADP
cana-277	51	12	the	the	DET
cana-277	51	13	intrinsic	intrinsic	ADJ
cana-277	51	14	nonlinearity	nonlinearity	NOUN
cana-277	51	15	of	of	ADP
cana-277	51	16	communication	communication	NOUN
cana-277	51	17	signals	signal	NOUN
cana-277	51	18	and	and	CCONJ
cana-277	51	19	systems	system	NOUN
cana-277	51	20	,	,	PUNCT
cana-277	51	21	nonlinear	nonlinear	ADJ
cana-277	51	22	analysis	analysis	NOUN
cana-277	51	23	approaches	approach	NOUN
cana-277	51	24	represent	represent	VERB
cana-277	51	25	a	a	DET
cana-277	51	26	paradigm	paradigm	NOUN
cana-277	51	27	change	change	NOUN
cana-277	51	28	in	in	ADP
cana-277	51	29	the	the	DET
cana-277	51	30	field	field	NOUN
cana-277	51	31	of	of	ADP
cana-277	51	32	communication	communication	NOUN
cana-277	51	33	systems	system	NOUN
cana-277	51	34	,	,	PUNCT
cana-277	51	35	departing	depart	VERB
cana-277	51	36	from	from	ADP
cana-277	51	37	conventional	conventional	ADJ
cana-277	51	38	linear	linear	NOUN
cana-277	51	39	models	model	NOUN
cana-277	51	40	.	.	PUNCT
cana-277	52	1	while	while	SCONJ
cana-277	52	2	nonlinear	nonlinear	ADJ
cana-277	52	3	analysis	analysis	NOUN
cana-277	52	4	methodologies	methodology	NOUN
cana-277	52	5	embrace	embrace	VERB
cana-277	52	6	the	the	DET
cana-277	52	7	complexities	complexity	NOUN
cana-277	52	8	that	that	PRON
cana-277	52	9	result	result	VERB
cana-277	52	10	from	from	ADP
cana-277	52	11	the	the	DET
cana-277	52	12	interaction	interaction	NOUN
cana-277	52	13	of	of	ADP
cana-277	52	14	several	several	ADJ
cana-277	52	15	variables	variable	NOUN
cana-277	52	16	and	and	CCONJ
cana-277	52	17	the	the	DET
cana-277	52	18	dynamic	dynamic	ADJ
cana-277	52	19	,	,	PUNCT
cana-277	52	20	frequently	frequently	ADV
cana-277	52	21	chaotic	chaotic	ADJ
cana-277	52	22	,	,	PUNCT
cana-277	52	23	behaviour	behaviour	NOUN
cana-277	52	24	inside	inside	ADP
cana-277	52	25	communication	communication	NOUN
cana-277	52	26	systems	system	NOUN
cana-277	52	27	,	,	PUNCT
cana-277	52	28	linear	linear	ADJ
cana-277	52	29	models	model	NOUN
cana-277	52	30	simplify	simplify	VERB
cana-277	52	31	the	the	DET
cana-277	52	32	analysis	analysis	NOUN
cana-277	52	33	by	by	ADP
cana-277	52	34	assuming	assume	VERB
cana-277	52	35	a	a	DET
cana-277	52	36	straightforward	straightforward	ADJ
cana-277	52	37	and	and	CCONJ
cana-277	52	38	proportionate	proportionate	ADJ
cana-277	52	39	relationship	relationship	NOUN
cana-277	52	40	between	between	ADP
cana-277	52	41	cause	cause	NOUN
cana-277	52	42	and	and	CCONJ
cana-277	52	43	effect	effect	NOUN
cana-277	52	44	.	.	PUNCT
cana-277	53	1	fundamentally	fundamentally	ADV
cana-277	53	2	,	,	PUNCT
cana-277	53	3	these	these	DET
cana-277	53	4	methods	method	NOUN
cana-277	53	5	employ	employ	VERB
cana-277	53	6	a	a	DET
cana-277	53	7	multidisciplinary	multidisciplinary	ADJ
cana-277	53	8	strategy	strategy	NOUN
cana-277	53	9	that	that	PRON
cana-277	53	10	combines	combine	VERB
cana-277	53	11	sophisticated	sophisticated	ADJ
cana-277	53	12	optimisation	optimisation	NOUN
cana-277	53	13	algorithms	algorithm	NOUN
cana-277	53	14	,	,	PUNCT
cana-277	53	15	tools	tool	NOUN
cana-277	53	16	from	from	ADP
cana-277	53	17	nonlinear	nonlinear	ADJ
cana-277	53	18	dynamics	dynamic	NOUN
cana-277	53	19	,	,	PUNCT
cana-277	53	20	chaos	chaos	NOUN
cana-277	53	21	theory	theory	NOUN
cana-277	53	22	,	,	PUNCT
cana-277	53	23	and	and	CCONJ
cana-277	53	24	mathematical	mathematical	ADJ
cana-277	53	25	models	model	NOUN
cana-277	53	26	to	to	PART
cana-277	53	27	capture	capture	VERB
cana-277	53	28	and	and	CCONJ
cana-277	53	29	comprehend	comprehend	VERB
cana-277	53	30	the	the	DET
cana-277	53	31	complex	complex	ADJ
cana-277	53	32	behaviours	behaviour	NOUN
cana-277	53	33	seen	see	VERB
cana-277	53	34	in	in	ADP
cana-277	53	35	communication	communication	NOUN
cana-277	53	36	systems	system	NOUN
cana-277	53	37	.	.	PUNCT
cana-277	54	1	these	these	DET
cana-277	54	2	systems	system	NOUN
cana-277	54	3	are	be	AUX
cana-277	54	4	generally	generally	ADV
cana-277	54	5	nonlinear	nonlinear	ADJ
cana-277	54	6	,	,	PUNCT
cana-277	54	7	which	which	PRON
cana-277	54	8	makes	make	VERB
cana-277	54	9	it	it	PRON
cana-277	54	10	difficult	difficult	ADJ
cana-277	54	11	for	for	ADP
cana-277	54	12	linear	linear	ADJ
cana-277	54	13	models	model	NOUN
cana-277	54	14	to	to	PART
cana-277	54	15	explain	explain	VERB
cana-277	54	16	phenomena	phenomenon	NOUN
cana-277	54	17	like	like	ADP
cana-277	54	18	noise	noise	NOUN
cana-277	54	19	amplification	amplification	NOUN
cana-277	54	20	,	,	PUNCT
cana-277	54	21	inter	inter	ADJ
cana-277	54	22	-	-	ADJ
cana-277	54	23	symbol	symbol	ADJ
cana-277	54	24	interference	interference	NOUN
cana-277	54	25	,	,	PUNCT
cana-277	54	26	and	and	CCONJ
cana-277	54	27	signal	signal	ADJ
cana-277	54	28	distortion	distortion	NOUN
cana-277	54	29	.	.	PUNCT
cana-277	55	1	to	to	PART
cana-277	55	2	model	model	VERB
cana-277	55	3	and	and	CCONJ
cana-277	55	4	comprehend	comprehend	VERB
cana-277	55	5	these	these	DET
cana-277	55	6	complexities	complexity	NOUN
cana-277	55	7	,	,	PUNCT
cana-277	55	8	nonlinear	nonlinear	ADJ
cana-277	55	9	analysis	analysis	NOUN
cana-277	55	10	intervenes	intervene	VERB
cana-277	55	11	,	,	PUNCT
cana-277	55	12	enabling	enable	VERB
cana-277	55	13	a	a	DET
cana-277	55	14	more	more	ADV
cana-277	55	15	realistic	realistic	ADJ
cana-277	55	16	depiction	depiction	NOUN
cana-277	55	17	of	of	ADP
cana-277	55	18	actual	actual	ADJ
cana-277	55	19	situations	situation	NOUN
cana-277	55	20	and	and	CCONJ
cana-277	55	21	system	system	NOUN
cana-277	55	22	behaviours	behaviour	NOUN
cana-277	55	23	.	.	PUNCT
cana-277	56	1	communications	communication	NOUN
cana-277	56	2	on	on	ADP
cana-277	56	3	applied	apply	VERB
cana-277	56	4	nonlinear	nonlinear	ADJ
cana-277	56	5	analysis	analysis	NOUN
cana-277	56	6	issn	issn	NOUN
cana-277	56	7	:	:	PUNCT
cana-277	56	8	1074	1074	NUM
cana-277	56	9	-	-	PUNCT
cana-277	56	10	133x	133x	NUM
cana-277	56	11	vol	vol	NOUN
cana-277	56	12	30	30	NUM
cana-277	56	13	no	no	NOUN
cana-277	56	14	.	.	NOUN
cana-277	56	15	3	3	NUM
cana-277	56	16	(	(	PUNCT
cana-277	56	17	2023	2023	NUM
cana-277	56	18	)	)	PUNCT
cana-277	56	19	36	36	NUM
cana-277	56	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	56	21	figure	figure	NOUN
cana-277	56	22	1	1	NUM
cana-277	56	23	:	:	PUNCT
cana-277	56	24	behavioural	behavioural	ADJ
cana-277	56	25	analysis	analysis	NOUN
cana-277	56	26	and	and	CCONJ
cana-277	56	27	nonlinear	nonlinear	ADJ
cana-277	56	28	system	system	NOUN
cana-277	56	29	stability	stability	NOUN
cana-277	56	30	for	for	ADP
cana-277	56	31	successful	successful	ADJ
cana-277	56	32	implementation	implementation	NOUN
cana-277	56	33	these	these	DET
cana-277	56	34	methods	method	NOUN
cana-277	56	35	are	be	AUX
cana-277	56	36	essential	essential	ADJ
cana-277	56	37	for	for	ADP
cana-277	56	38	understanding	understand	VERB
cana-277	56	39	the	the	DET
cana-277	56	40	intricate	intricate	ADJ
cana-277	56	41	relationships	relationship	NOUN
cana-277	56	42	between	between	ADP
cana-277	56	43	the	the	DET
cana-277	56	44	many	many	ADJ
cana-277	56	45	encoding	encoding	NOUN
cana-277	56	46	and	and	CCONJ
cana-277	56	47	decoding	decode	VERB
cana-277	56	48	schemes	scheme	NOUN
cana-277	56	49	,	,	PUNCT
cana-277	56	50	amplifiers	amplifier	NOUN
cana-277	56	51	,	,	PUNCT
cana-277	56	52	modulators	modulator	NOUN
cana-277	56	53	,	,	PUNCT
cana-277	56	54	and	and	CCONJ
cana-277	56	55	demodulators	demodulator	NOUN
cana-277	56	56	that	that	PRON
cana-277	56	57	make	make	VERB
cana-277	56	58	up	up	ADP
cana-277	56	59	a	a	DET
cana-277	56	60	communication	communication	NOUN
cana-277	56	61	system	system	NOUN
cana-277	56	62	.	.	PUNCT
cana-277	57	1	they	they	PRON
cana-277	57	2	provide	provide	VERB
cana-277	57	3	a	a	DET
cana-277	57	4	way	way	NOUN
cana-277	57	5	to	to	PART
cana-277	57	6	record	record	VERB
cana-277	57	7	and	and	CCONJ
cana-277	57	8	simulate	simulate	VERB
cana-277	57	9	these	these	DET
cana-277	57	10	components	component	NOUN
cana-277	57	11	'	'	PART
cana-277	57	12	nonlinear	nonlinear	ADJ
cana-277	57	13	behaviours	behaviour	NOUN
cana-277	57	14	,	,	PUNCT
cana-277	57	15	which	which	PRON
cana-277	57	16	enhances	enhance	VERB
cana-277	57	17	system	system	NOUN
cana-277	57	18	efficiency	efficiency	NOUN
cana-277	57	19	,	,	PUNCT
cana-277	57	20	dependability	dependability	NOUN
cana-277	57	21	,	,	PUNCT
cana-277	57	22	and	and	CCONJ
cana-277	57	23	performance	performance	NOUN
cana-277	57	24	.	.	PUNCT
cana-277	58	1	furthermore	furthermore	ADV
cana-277	58	2	,	,	PUNCT
cana-277	58	3	nonlinearity	nonlinearity	NOUN
cana-277	58	4	in	in	ADP
cana-277	58	5	communication	communication	NOUN
cana-277	58	6	networks	network	NOUN
cana-277	58	7	goes	go	VERB
cana-277	58	8	beyond	beyond	ADP
cana-277	58	9	hardware	hardware	NOUN
cana-277	58	10	elements	element	NOUN
cana-277	58	11	and	and	CCONJ
cana-277	58	12	includes	include	VERB
cana-277	58	13	the	the	DET
cana-277	58	14	very	very	ADJ
cana-277	58	15	type	type	NOUN
cana-277	58	16	of	of	ADP
cana-277	58	17	data	datum	NOUN
cana-277	58	18	being	be	AUX
cana-277	58	19	transferred	transfer	VERB
cana-277	58	20	.	.	PUNCT
cana-277	59	1	this	this	PRON
cana-277	59	2	covers	cover	VERB
cana-277	59	3	encoding	encoding	NOUN
cana-277	59	4	techniques	technique	NOUN
cana-277	59	5	,	,	PUNCT
cana-277	59	6	modulation	modulation	NOUN
cana-277	59	7	systems	system	NOUN
cana-277	59	8	,	,	PUNCT
cana-277	59	9	and	and	CCONJ
cana-277	59	10	how	how	SCONJ
cana-277	59	11	they	they	PRON
cana-277	59	12	relate	relate	VERB
cana-277	59	13	to	to	ADP
cana-277	59	14	channel	channel	NOUN
cana-277	59	15	properties	property	NOUN
cana-277	59	16	.	.	PUNCT
cana-277	60	1	in	in	ADP
cana-277	60	2	order	order	NOUN
cana-277	60	3	to	to	PART
cana-277	60	4	optimise	optimise	VERB
cana-277	60	5	communication	communication	NOUN
cana-277	60	6	systems	system	NOUN
cana-277	60	7	for	for	ADP
cana-277	60	8	resilience	resilience	NOUN
cana-277	60	9	and	and	CCONJ
cana-277	60	10	effectiveness	effectiveness	NOUN
cana-277	60	11	,	,	PUNCT
cana-277	60	12	nonlinear	nonlinear	ADJ
cana-277	60	13	analytic	analytic	ADJ
cana-277	60	14	techniques	technique	NOUN
cana-277	60	15	are	be	AUX
cana-277	60	16	essential	essential	ADJ
cana-277	60	17	for	for	ADP
cana-277	60	18	comprehending	comprehend	VERB
cana-277	60	19	and	and	CCONJ
cana-277	60	20	modifying	modify	VERB
cana-277	60	21	these	these	DET
cana-277	60	22	nonlinear	nonlinear	ADJ
cana-277	60	23	characteristics	characteristic	NOUN
cana-277	60	24	.	.	PUNCT
cana-277	61	1	by	by	ADP
cana-277	61	2	using	use	VERB
cana-277	61	3	these	these	DET
cana-277	61	4	methods	method	NOUN
cana-277	61	5	,	,	PUNCT
cana-277	61	6	communication	communication	NOUN
cana-277	61	7	systems	system	NOUN
cana-277	61	8	can	can	AUX
cana-277	61	9	be	be	AUX
cana-277	61	10	created	create	VERB
cana-277	61	11	with	with	ADP
cana-277	61	12	a	a	DET
cana-277	61	13	more	more	ADV
cana-277	61	14	profound	profound	ADJ
cana-277	61	15	comprehension	comprehension	NOUN
cana-277	61	16	of	of	ADP
cana-277	61	17	signal	signal	ADJ
cana-277	61	18	transmission	transmission	NOUN
cana-277	61	19	,	,	PUNCT
cana-277	61	20	allowing	allow	VERB
cana-277	61	21	for	for	ADP
cana-277	61	22	the	the	DET
cana-277	61	23	development	development	NOUN
cana-277	61	24	of	of	ADP
cana-277	61	25	self	self	NOUN
cana-277	61	26	-	-	PUNCT
cana-277	61	27	regulating	regulate	VERB
cana-277	61	28	,	,	PUNCT
cana-277	61	29	adaptive	adaptive	ADJ
cana-277	61	30	systems	system	NOUN
cana-277	61	31	that	that	PRON
cana-277	61	32	can	can	AUX
cana-277	61	33	change	change	VERB
cana-277	61	34	dynamically	dynamically	ADV
cana-277	61	35	in	in	ADP
cana-277	61	36	response	response	NOUN
cana-277	61	37	to	to	ADP
cana-277	61	38	changing	change	VERB
cana-277	61	39	user	user	NOUN
cana-277	61	40	needs	need	NOUN
cana-277	61	41	and	and	CCONJ
cana-277	61	42	environmental	environmental	ADJ
cana-277	61	43	conditions	condition	NOUN
cana-277	61	44	.	.	PUNCT
cana-277	62	1	in	in	ADP
cana-277	62	2	contemporary	contemporary	ADJ
cana-277	62	3	communication	communication	NOUN
cana-277	62	4	paradigms	paradigm	NOUN
cana-277	62	5	,	,	PUNCT
cana-277	62	6	where	where	SCONJ
cana-277	62	7	demands	demand	NOUN
cana-277	62	8	for	for	ADP
cana-277	62	9	data	datum	NOUN
cana-277	62	10	speeds	speed	NOUN
cana-277	62	11	,	,	PUNCT
cana-277	62	12	bandwidth	bandwidth	NOUN
cana-277	62	13	,	,	PUNCT
cana-277	62	14	and	and	CCONJ
cana-277	62	15	flexibility	flexibility	NOUN
cana-277	62	16	in	in	ADP
cana-277	62	17	response	response	NOUN
cana-277	62	18	to	to	ADP
cana-277	62	19	shifting	shift	VERB
cana-277	62	20	circumstances	circumstance	NOUN
cana-277	62	21	are	be	AUX
cana-277	62	22	always	always	ADV
cana-277	62	23	rising	rise	VERB
cana-277	62	24	,	,	PUNCT
cana-277	62	25	this	this	DET
cana-277	62	26	adaptability	adaptability	NOUN
cana-277	62	27	becomes	become	VERB
cana-277	62	28	more	more	ADV
cana-277	62	29	and	and	CCONJ
cana-277	62	30	more	more	ADV
cana-277	62	31	important	important	ADJ
cana-277	62	32	.	.	PUNCT
cana-277	63	1	a.	a.	PROPN
cana-277	63	2	mathematical	mathematical	PROPN
cana-277	63	3	models	model	NOUN
cana-277	63	4	used	use	VERB
cana-277	63	5	in	in	ADP
cana-277	63	6	communication	communication	NOUN
cana-277	63	7	systems	system	NOUN
cana-277	63	8	:	:	PUNCT
cana-277	63	9	understanding	understand	VERB
cana-277	63	10	and	and	CCONJ
cana-277	63	11	improving	improve	VERB
cana-277	63	12	communication	communication	NOUN
cana-277	63	13	networks	network	NOUN
cana-277	63	14	are	be	AUX
cana-277	63	15	primarily	primarily	ADV
cana-277	63	16	based	base	VERB
cana-277	63	17	on	on	ADP
cana-277	63	18	mathematical	mathematical	ADJ
cana-277	63	19	models	model	NOUN
cana-277	63	20	.	.	PUNCT
cana-277	64	1	different	different	ADJ
cana-277	64	2	mathematical	mathematical	ADJ
cana-277	64	3	models	model	NOUN
cana-277	64	4	are	be	AUX
cana-277	64	5	used	use	VERB
cana-277	64	6	to	to	PART
cana-277	64	7	represent	represent	VERB
cana-277	64	8	the	the	DET
cana-277	64	9	interactions	interaction	NOUN
cana-277	64	10	,	,	PUNCT
cana-277	64	11	linkages	linkage	NOUN
cana-277	64	12	,	,	PUNCT
cana-277	64	13	and	and	CCONJ
cana-277	64	14	behaviour	behaviour	NOUN
cana-277	64	15	of	of	ADP
cana-277	64	16	various	various	ADJ
cana-277	64	17	system	system	NOUN
cana-277	64	18	components	component	NOUN
cana-277	64	19	in	in	ADP
cana-277	64	20	the	the	DET
cana-277	64	21	field	field	NOUN
cana-277	64	22	of	of	ADP
cana-277	64	23	communication	communication	NOUN
cana-277	64	24	.	.	PUNCT
cana-277	65	1	these	these	DET
cana-277	65	2	models	model	NOUN
cana-277	65	3	are	be	AUX
cana-277	65	4	used	use	VERB
cana-277	65	5	to	to	PART
cana-277	65	6	conceptualise	conceptualise	VERB
cana-277	65	7	,	,	PUNCT
cana-277	65	8	evaluate	evaluate	VERB
cana-277	65	9	,	,	PUNCT
cana-277	65	10	and	and	CCONJ
cana-277	65	11	forecast	forecast	NOUN
cana-277	65	12	communication	communication	NOUN
cana-277	65	13	system	system	NOUN
cana-277	65	14	behaviour	behaviour	NOUN
cana-277	65	15	and	and	CCONJ
cana-277	65	16	performance	performance	NOUN
cana-277	65	17	.	.	PUNCT
cana-277	66	1	1	1	X
cana-277	66	2	.	.	X
cana-277	66	3	signal	signal	PROPN
cana-277	66	4	prpagration	prpagration	NOUN
cana-277	66	5	:	:	PUNCT
cana-277	66	6	the	the	DET
cana-277	66	7	propagation	propagation	NOUN
cana-277	66	8	of	of	ADP
cana-277	66	9	signals	signal	NOUN
cana-277	66	10	via	via	ADP
cana-277	66	11	various	various	ADJ
cana-277	66	12	media	medium	NOUN
cana-277	66	13	,	,	PUNCT
cana-277	66	14	such	such	ADJ
cana-277	66	15	as	as	ADP
cana-277	66	16	air	air	NOUN
cana-277	66	17	for	for	ADP
cana-277	66	18	wireless	wireless	ADJ
cana-277	66	19	communication	communication	NOUN
cana-277	66	20	or	or	CCONJ
cana-277	66	21	optical	optical	ADJ
cana-277	66	22	fibres	fibre	NOUN
cana-277	66	23	for	for	ADP
cana-277	66	24	optical	optical	ADJ
cana-277	66	25	communication	communication	NOUN
cana-277	66	26	,	,	PUNCT
cana-277	66	27	is	be	AUX
cana-277	66	28	described	describe	VERB
cana-277	66	29	by	by	ADP
cana-277	66	30	signal	signal	NOUN
cana-277	66	31	propagation	propagation	NOUN
cana-277	66	32	models	model	NOUN
cana-277	66	33	.	.	PUNCT
cana-277	67	1	they	they	PRON
cana-277	67	2	cover	cover	VERB
cana-277	67	3	wave	wave	NOUN
cana-277	67	4	propagation	propagation	NOUN
cana-277	67	5	theories	theory	NOUN
cana-277	67	6	and	and	CCONJ
cana-277	67	7	take	take	VERB
cana-277	67	8	multipath	multipath	NOUN
cana-277	67	9	effects	effect	NOUN
cana-277	67	10	,	,	PUNCT
cana-277	67	11	attenuation	attenuation	NOUN
cana-277	67	12	,	,	PUNCT
cana-277	67	13	and	and	CCONJ
cana-277	67	14	path	path	NOUN
cana-277	67	15	loss	loss	NOUN
cana-277	67	16	into	into	ADP
cana-277	67	17	account	account	NOUN
cana-277	67	18	.	.	PUNCT
cana-277	68	1	examples	example	NOUN
cana-277	68	2	of	of	ADP
cana-277	68	3	wireless	wireless	ADJ
cana-277	68	4	propagation	propagation	NOUN
cana-277	68	5	models	model	NOUN
cana-277	68	6	are	be	AUX
cana-277	68	7	the	the	DET
cana-277	68	8	okumura	okumura	ADJ
cana-277	68	9	-	-	PUNCT
cana-277	68	10	hata	hata	NOUN
cana-277	68	11	model	model	NOUN
cana-277	68	12	and	and	CCONJ
cana-277	68	13	the	the	DET
cana-277	68	14	friis	friis	NOUN
cana-277	68	15	transmission	transmission	NOUN
cana-277	68	16	equation	equation	NOUN
cana-277	68	17	.	.	PUNCT
cana-277	69	1	communications	communication	NOUN
cana-277	69	2	on	on	ADP
cana-277	69	3	applied	apply	VERB
cana-277	69	4	nonlinear	nonlinear	ADJ
cana-277	69	5	analysis	analysis	NOUN
cana-277	69	6	issn	issn	NOUN
cana-277	69	7	:	:	PUNCT
cana-277	69	8	1074	1074	NUM
cana-277	69	9	-	-	PUNCT
cana-277	69	10	133x	133x	NUM
cana-277	69	11	vol	vol	NOUN
cana-277	69	12	30	30	NUM
cana-277	69	13	no	no	NOUN
cana-277	69	14	.	.	NOUN
cana-277	69	15	3	3	NUM
cana-277	69	16	(	(	PUNCT
cana-277	69	17	2023	2023	NUM
cana-277	69	18	)	)	PUNCT
cana-277	69	19	37	37	NUM
cana-277	69	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	69	21	𝑃𝑟	𝑃𝑟	PROPN
cana-277	69	22	=	=	PUNCT
cana-277	69	23	𝑃𝑡((4𝜋𝑟)2𝐺𝑡𝐺𝑟𝜆2	𝑃𝑡((4𝜋𝑟)2𝐺𝑡𝐺𝑟𝜆2	PROPN
cana-277	69	24	)	)	PUNCT
cana-277	69	25	where	where	SCONJ
cana-277	69	26	,	,	PUNCT
cana-277	69	27	•	•	ADP
cana-277	69	28	p	p	NOUN
cana-277	69	29	r	r	NOUN
cana-277	69	30	=	=	PUNCT
cana-277	69	31	received	receive	VERB
cana-277	69	32	power	power	NOUN
cana-277	69	33	•	•	ADP
cana-277	69	34	p	p	PROPN
cana-277	69	35	t	t	NOUN
cana-277	69	36	=	=	PUNCT
cana-277	69	37	transmitted	transmit	VERB
cana-277	69	38	power	power	NOUN
cana-277	69	39	•	•	ADP
cana-277	69	40	g	g	PROPN
cana-277	69	41	t	t	PROPN
cana-277	69	42	and	and	CCONJ
cana-277	69	43	g	g	NOUN
cana-277	69	44	r	r	NOUN
cana-277	69	45	=	=	NOUN
cana-277	69	46	gains	gain	NOUN
cana-277	69	47	of	of	ADP
cana-277	69	48	transmitting	transmit	VERB
cana-277	69	49	and	and	CCONJ
cana-277	69	50	receiving	receive	VERB
cana-277	69	51	antennas	antenna	NOUN
cana-277	69	52	•	•	ADP
cana-277	69	53	λ	λ	NOUN
cana-277	69	54	=	=	NOUN
cana-277	69	55	wavelength	wavelength	NOUN
cana-277	69	56	of	of	ADP
cana-277	69	57	the	the	DET
cana-277	69	58	signal	signal	NOUN
cana-277	69	59	•	•	NOUN
cana-277	69	60	r	r	NOUN
cana-277	69	61	=	=	NOUN
cana-277	69	62	distance	distance	NOUN
cana-277	69	63	between	between	ADP
cana-277	69	64	transmitting	transmit	VERB
cana-277	69	65	and	and	CCONJ
cana-277	69	66	receiving	receive	VERB
cana-277	69	67	antennas	antenna	NOUN
cana-277	69	68	2	2	NUM
cana-277	69	69	.	.	NOUN
cana-277	69	70	models	model	NOUN
cana-277	69	71	of	of	ADP
cana-277	69	72	modulation	modulation	NOUN
cana-277	69	73	and	and	CCONJ
cana-277	69	74	demodulation	demodulation	NOUN
cana-277	69	75	:	:	PUNCT
cana-277	69	76	mathematical	mathematical	ADJ
cana-277	69	77	representations	representation	NOUN
cana-277	69	78	of	of	ADP
cana-277	69	79	modulation	modulation	NOUN
cana-277	69	80	methods	method	NOUN
cana-277	69	81	like	like	VERB
cana-277	69	82	as	as	ADP
cana-277	69	83	phase	phase	NOUN
cana-277	69	84	shift	shift	NOUN
cana-277	69	85	keying	keying	NOUN
cana-277	69	86	(	(	PUNCT
cana-277	69	87	psk	psk	PROPN
cana-277	69	88	)	)	PUNCT
cana-277	69	89	,	,	PUNCT
cana-277	69	90	fm	fm	PROPN
cana-277	69	91	,	,	PUNCT
cana-277	69	92	and	and	CCONJ
cana-277	69	93	am	am	VERB
cana-277	69	94	/	/	SYM
cana-277	69	95	am	be	AUX
cana-277	69	96	express	express	VERB
cana-277	69	97	the	the	DET
cana-277	69	98	encoding	encoding	NOUN
cana-277	69	99	of	of	ADP
cana-277	69	100	information	information	NOUN
cana-277	69	101	into	into	ADP
cana-277	69	102	carrier	carrier	NOUN
cana-277	69	103	signals	signal	NOUN
cana-277	69	104	.	.	PUNCT
cana-277	70	1	to	to	PART
cana-277	70	2	comprehend	comprehend	VERB
cana-277	70	3	the	the	DET
cana-277	70	4	encoding	encoding	NOUN
cana-277	70	5	and	and	CCONJ
cana-277	70	6	decoding	decode	VERB
cana-277	70	7	processes	process	NOUN
cana-277	70	8	,	,	PUNCT
cana-277	70	9	these	these	DET
cana-277	70	10	models	model	NOUN
cana-277	70	11	are	be	AUX
cana-277	70	12	crucial	crucial	ADJ
cana-277	70	13	.	.	PUNCT
cana-277	71	1	amplitude	amplitude	NOUN
cana-277	71	2	modulation	modulation	NOUN
cana-277	71	3	(	(	PUNCT
cana-277	71	4	am	be	AUX
cana-277	71	5	):	):	PUNCT
cana-277	71	6	𝑑(𝑑	𝑑(𝑑	NOUN
cana-277	71	7	)	)	PUNCT
cana-277	71	8	=	=	PUNCT
cana-277	72	1	𝑑(1	𝑑(1	PROPN
cana-277	72	2	+	+	NUM
cana-277	72	3	𝑑	𝑑	NOUN
cana-277	72	4	)	)	PUNCT
cana-277	72	5	⋅	⋅	PROPN
cana-277	72	6	𝑐𝑜𝑠	𝑐𝑜𝑠	NOUN
cana-277	72	7	𝑠(𝑡	𝑠(𝑡	PROPN
cana-277	72	8	)	)	PUNCT
cana-277	72	9	=	=	SYM
cana-277	72	10	𝐴	𝐴	PROPN
cana-277	72	11	𝑐	𝑐	PROPN
cana-277	72	12	⋅	⋅	X
cana-277	72	13	(	(	PUNCT
cana-277	72	14	1	1	NUM
cana-277	72	15	+	+	NUM
cana-277	72	16	𝑚	𝑚	X
cana-277	72	17	⋅	⋅	PROPN
cana-277	72	18	𝑐𝑜𝑠(2𝜋𝑓	𝑐𝑜𝑠(2𝜋𝑓	X
cana-277	72	19	𝑚	𝑚	NOUN
cana-277	72	20	𝑡	𝑡	NOUN
cana-277	72	21	)	)	PUNCT
cana-277	72	22	)	)	PUNCT
cana-277	73	1	+	+	X
cana-277	73	2	/−	/−	NUM
cana-277	73	3	𝑐𝑜𝑠(2𝜋𝑓	𝑐𝑜𝑠(2𝜋𝑓	PROPN
cana-277	73	4	𝑐	𝑐	PROPN
cana-277	73	5	𝑡	𝑡	PROPN
cana-277	73	6	)	)	PUNCT
cana-277	73	7	in	in	ADP
cana-277	73	8	this	this	DET
cana-277	73	9	case	case	NOUN
cana-277	73	10	,	,	PUNCT
cana-277	73	11	s(t	s(t	PROPN
cana-277	73	12	)	)	PUNCT
cana-277	73	13	=	=	VERB
cana-277	73	14	modulated	modulate	VERB
cana-277	73	15	signal	signal	NOUN
cana-277	73	16	•	•	ADP
cana-277	73	17	the	the	DET
cana-277	73	18	carrier	carrier	NOUN
cana-277	73	19	signal	signal	NOUN
cana-277	73	20	's	's	PART
cana-277	73	21	amplitude	amplitude	NOUN
cana-277	73	22	is	be	AUX
cana-277	73	23	represented	represent	VERB
cana-277	73	24	by	by	ADP
cana-277	73	25	c.	c.	PROPN
cana-277	73	26	•	•	PROPN
cana-277	73	27	m	m	VERB
cana-277	73	28	is	be	AUX
cana-277	73	29	the	the	DET
cana-277	73	30	modulation	modulation	NOUN
cana-277	73	31	index	index	NOUN
cana-277	73	32	.	.	PUNCT
cana-277	74	1	•	•	NUM
cana-277	74	2	m	m	NOUN
cana-277	74	3	is	be	AUX
cana-277	74	4	the	the	DET
cana-277	74	5	message	message	NOUN
cana-277	74	6	signal	signal	NOUN
cana-277	74	7	frequency	frequency	NOUN
cana-277	74	8	;	;	PUNCT
cana-277	74	9	f	f	PROPN
cana-277	74	10	and	and	CCONJ
cana-277	74	11	c	c	PROPN
cana-277	74	12	are	be	AUX
cana-277	74	13	the	the	DET
cana-277	74	14	carrier	carrier	NOUN
cana-277	74	15	signal	signal	NOUN
cana-277	74	16	frequencies	frequency	NOUN
cana-277	74	17	.	.	PUNCT
cana-277	75	1	3	3	X
cana-277	75	2	.	.	NOUN
cana-277	75	3	channel	channel	NOUN
cana-277	75	4	models	model	NOUN
cana-277	75	5	:	:	PUNCT
cana-277	75	6	signal	signal	NOUN
cana-277	75	7	transmission	transmission	NOUN
cana-277	75	8	lines	line	NOUN
cana-277	75	9	are	be	AUX
cana-277	75	10	susceptible	susceptible	ADJ
cana-277	75	11	to	to	ADP
cana-277	75	12	interference	interference	NOUN
cana-277	75	13	,	,	PUNCT
cana-277	75	14	noise	noise	NOUN
cana-277	75	15	,	,	PUNCT
cana-277	75	16	and	and	CCONJ
cana-277	75	17	distortions	distortion	NOUN
cana-277	75	18	.	.	PUNCT
cana-277	76	1	to	to	PART
cana-277	76	2	simulate	simulate	VERB
cana-277	76	3	and	and	CCONJ
cana-277	76	4	comprehend	comprehend	VERB
cana-277	76	5	the	the	DET
cana-277	76	6	effects	effect	NOUN
cana-277	76	7	of	of	ADP
cana-277	76	8	these	these	DET
cana-277	76	9	distortions	distortion	NOUN
cana-277	76	10	on	on	ADP
cana-277	76	11	transmitted	transmit	VERB
cana-277	76	12	signals	signal	NOUN
cana-277	76	13	,	,	PUNCT
cana-277	76	14	models	model	NOUN
cana-277	76	15	like	like	ADP
cana-277	76	16	the	the	DET
cana-277	76	17	additive	additive	ADJ
cana-277	76	18	white	white	ADJ
cana-277	76	19	gaussian	gaussian	PROPN
cana-277	76	20	noise	noise	NOUN
cana-277	76	21	(	(	PUNCT
cana-277	76	22	awgn	awgn	NOUN
cana-277	76	23	)	)	PUNCT
cana-277	76	24	model	model	NOUN
cana-277	76	25	or	or	CCONJ
cana-277	76	26	the	the	DET
cana-277	76	27	rayleigh	rayleigh	PROPN
cana-277	76	28	and	and	CCONJ
cana-277	76	29	rician	rician	PROPN
cana-277	76	30	fading	fade	VERB
cana-277	76	31	models	model	NOUN
cana-277	76	32	are	be	AUX
cana-277	76	33	used	use	VERB
cana-277	76	34	.	.	PUNCT
cana-277	77	1	additive	additive	ADJ
cana-277	77	2	white	white	PROPN
cana-277	77	3	gaussian	gaussian	PROPN
cana-277	77	4	noise	noise	NOUN
cana-277	77	5	(	(	PUNCT
cana-277	77	6	awgn)model	awgn)model	ADP
cana-277	77	7	:	:	PUNCT
cana-277	77	8	𝑌(𝑡	𝑌(𝑡	X
cana-277	77	9	)	)	PUNCT
cana-277	77	10	=	=	SYM
cana-277	77	11	𝑥(𝑡	𝑥(𝑡	NOUN
cana-277	77	12	)	)	PUNCT
cana-277	77	13	+	+	NUM
cana-277	77	14	𝑛(𝑡	𝑛(𝑡	PROPN
cana-277	77	15	)	)	PUNCT
cana-277	77	16	where	where	SCONJ
cana-277	77	17	:	:	PUNCT
cana-277	77	18	•	•	NUM
cana-277	77	19	y(t	y(t	NUM
cana-277	77	20	)	)	PUNCT
cana-277	78	1	=	=	PRON
cana-277	78	2	received	receive	VERB
cana-277	78	3	signal	signal	NOUN
cana-277	78	4	•	•	ADP
cana-277	78	5	x(t	x(t	PROPN
cana-277	78	6	)	)	PUNCT
cana-277	79	1	=	=	SYM
cana-277	79	2	transmitted	transmit	VERB
cana-277	79	3	signal	signal	NOUN
cana-277	79	4	•	•	ADP
cana-277	79	5	n(t	n(t	PROPN
cana-277	79	6	)	)	PUNCT
cana-277	80	1	=	=	PUNCT
cana-277	80	2	additive	additive	VERB
cana-277	80	3	white	white	ADJ
cana-277	80	4	gaussian	gaussian	PROPN
cana-277	80	5	noise	noise	NOUN
cana-277	80	6	4	4	NUM
cana-277	80	7	.	.	PUNCT
cana-277	80	8	models	model	NOUN
cana-277	80	9	for	for	ADP
cana-277	80	10	coding	code	VERB
cana-277	80	11	theory	theory	NOUN
cana-277	80	12	and	and	CCONJ
cana-277	80	13	error	error	NOUN
cana-277	80	14	correction	correction	NOUN
cana-277	80	15	:	:	PUNCT
cana-277	80	16	convolutional	convolutional	ADJ
cana-277	80	17	,	,	PUNCT
cana-277	80	18	reed	reed	NOUN
cana-277	80	19	-	-	PUNCT
cana-277	80	20	solomon	solomon	PROPN
cana-277	80	21	,	,	PUNCT
cana-277	80	22	and	and	CCONJ
cana-277	80	23	hamming	hamming	NOUN
cana-277	80	24	codes	code	NOUN
cana-277	80	25	are	be	AUX
cana-277	80	26	examples	example	NOUN
cana-277	80	27	of	of	ADP
cana-277	80	28	models	model	NOUN
cana-277	80	29	used	use	VERB
cana-277	80	30	in	in	ADP
cana-277	80	31	coding	code	VERB
cana-277	80	32	theory	theory	NOUN
cana-277	80	33	and	and	CCONJ
cana-277	80	34	error	error	NOUN
cana-277	80	35	correction	correction	NOUN
cana-277	80	36	that	that	PRON
cana-277	80	37	make	make	VERB
cana-277	80	38	it	it	PRON
cana-277	80	39	possible	possible	ADJ
cana-277	80	40	to	to	PART
cana-277	80	41	forecast	forecast	VERB
cana-277	80	42	error	error	NOUN
cana-277	80	43	rates	rate	NOUN
cana-277	80	44	and	and	CCONJ
cana-277	80	45	create	create	VERB
cana-277	80	46	reliable	reliable	ADJ
cana-277	80	47	error	error	NOUN
cana-277	80	48	correction	correction	NOUN
cana-277	80	49	schemes	scheme	NOUN
cana-277	80	50	.	.	PUNCT
cana-277	81	1	when	when	SCONJ
cana-277	81	2	data	datum	NOUN
cana-277	81	3	packets	packet	NOUN
cana-277	81	4	need	need	VERB
cana-277	81	5	to	to	PART
cana-277	81	6	be	be	AUX
cana-277	81	7	buffered	buffer	VERB
cana-277	81	8	,	,	PUNCT
cana-277	81	9	scheduled	schedule	VERB
cana-277	81	10	,	,	PUNCT
cana-277	81	11	or	or	CCONJ
cana-277	81	12	routed	route	VERB
cana-277	81	13	as	as	ADP
cana-277	81	14	in	in	ADP
cana-277	81	15	networking	network	VERB
cana-277	81	16	systems	system	NOUN
cana-277	81	17	queuing	queuing	NOUN
cana-277	81	18	theory	theory	NOUN
cana-277	81	19	and	and	CCONJ
cana-277	81	20	traffic	traffic	NOUN
cana-277	81	21	models	model	NOUN
cana-277	81	22	play	play	VERB
cana-277	81	23	a	a	DET
cana-277	81	24	critical	critical	ADJ
cana-277	81	25	role	role	NOUN
cana-277	81	26	.	.	PUNCT
cana-277	82	1	analysing	analyse	VERB
cana-277	82	2	waiting	waiting	NOUN
cana-277	82	3	times	time	NOUN
cana-277	82	4	and	and	CCONJ
cana-277	82	5	system	system	NOUN
cana-277	82	6	loads	load	NOUN
cana-277	82	7	is	be	AUX
cana-277	82	8	aided	aid	VERB
cana-277	82	9	by	by	ADP
cana-277	82	10	queuing	queue	VERB
cana-277	82	11	models	model	NOUN
cana-277	82	12	such	such	ADJ
cana-277	82	13	as	as	ADP
cana-277	82	14	m	m	NOUN
cana-277	82	15	/	/	SYM
cana-277	82	16	m/1	m/1	NOUN
cana-277	82	17	or	or	CCONJ
cana-277	82	18	m	m	PROPN
cana-277	82	19	/	/	SYM
cana-277	82	20	m	m	PROPN
cana-277	82	21	/	/	SYM
cana-277	82	22	c.	c.	PROPN
cana-277	82	23	5	5	NUM
cana-277	82	24	.	.	PUNCT
cana-277	82	25	channel	channel	NOUN
cana-277	82	26	models	model	NOUN
cana-277	82	27	:	:	PUNCT
cana-277	82	28	communications	communication	NOUN
cana-277	82	29	on	on	ADP
cana-277	82	30	applied	apply	VERB
cana-277	82	31	nonlinear	nonlinear	ADJ
cana-277	82	32	analysis	analysis	NOUN
cana-277	82	33	issn	issn	NOUN
cana-277	82	34	:	:	PUNCT
cana-277	82	35	1074	1074	NUM
cana-277	82	36	-	-	PUNCT
cana-277	82	37	133x	133x	NUM
cana-277	82	38	vol	vol	NOUN
cana-277	82	39	30	30	NUM
cana-277	82	40	no	no	NOUN
cana-277	82	41	.	.	NOUN
cana-277	82	42	3	3	NUM
cana-277	82	43	(	(	PUNCT
cana-277	82	44	2023	2023	NUM
cana-277	82	45	)	)	PUNCT
cana-277	82	46	38	38	NUM
cana-277	82	47	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	82	48	shannon	shannon	PROPN
cana-277	82	49	's	's	PART
cana-277	82	50	channel	channel	NOUN
cana-277	82	51	capacity	capacity	NOUN
cana-277	82	52	:	:	PUNCT
cana-277	83	1	c	c	NOUN
cana-277	83	2	=	=	SYM
cana-277	83	3	b	b	PROPN
cana-277	83	4	*	*	PUNCT
cana-277	83	5	log2(1	log2(1	NOUN
cana-277	83	6	+	+	CCONJ
cana-277	83	7	s	s	PROPN
cana-277	83	8	/	/	SYM
cana-277	83	9	n	n	CCONJ
cana-277	83	10	)	)	PUNCT
cana-277	83	11	where	where	SCONJ
cana-277	83	12	:	:	PUNCT
cana-277	83	13	•	•	NUM
cana-277	83	14	c	c	NOUN
cana-277	83	15	=	=	SYM
cana-277	83	16	channel	channel	NOUN
cana-277	83	17	capacity	capacity	NOUN
cana-277	83	18	•	•	NOUN
cana-277	83	19	b	b	NOUN
cana-277	83	20	=	=	NOUN
cana-277	83	21	bandwidth	bandwidth	ADJ
cana-277	83	22	•	•	NOUN
cana-277	83	23	s	s	NOUN
cana-277	83	24	=	=	NOUN
cana-277	83	25	signal	signal	NOUN
cana-277	83	26	power	power	NOUN
cana-277	83	27	•	•	ADP
cana-277	83	28	n	n	NOUN
cana-277	83	29	=	=	NOUN
cana-277	83	30	noise	noise	NOUN
cana-277	83	31	power	power	NOUN
cana-277	83	32	•	•	PROPN
cana-277	83	33	c.	c.	PROPN
cana-277	83	34	nonlinear	nonlinear	ADJ
cana-277	83	35	dynamics	dynamic	NOUN
cana-277	83	36	in	in	ADP
cana-277	83	37	communication	communication	NOUN
cana-277	83	38	systems	system	NOUN
cana-277	83	39	•	•	PROPN
cana-277	83	40	d.	d.	PROPN
cana-277	83	41	nonlinear	nonlinear	PROPN
cana-277	83	42	optimization	optimization	PROPN
cana-277	83	43	algorithms	algorithms	PROPN
cana-277	83	44	b.	b.	PROPN
cana-277	83	45	nonlinear	nonlinear	ADJ
cana-277	83	46	optimization	optimization	NOUN
cana-277	83	47	algorithms	algorithm	NOUN
cana-277	83	48	in	in	ADP
cana-277	83	49	communication	communication	NOUN
cana-277	83	50	systems	system	NOUN
cana-277	83	51	,	,	PUNCT
cana-277	83	52	nonlinear	nonlinear	ADJ
cana-277	83	53	optimisation	optimisation	NOUN
cana-277	83	54	methods	method	NOUN
cana-277	83	55	are	be	AUX
cana-277	83	56	essential	essential	ADJ
cana-277	83	57	for	for	ADP
cana-277	83	58	improving	improve	VERB
cana-277	83	59	efficiency	efficiency	NOUN
cana-277	83	60	,	,	PUNCT
cana-277	83	61	performance	performance	NOUN
cana-277	83	62	,	,	PUNCT
cana-277	83	63	and	and	CCONJ
cana-277	83	64	dependability	dependability	NOUN
cana-277	83	65	.	.	PUNCT
cana-277	84	1	these	these	DET
cana-277	84	2	algorithms	algorithm	NOUN
cana-277	84	3	take	take	VERB
cana-277	84	4	into	into	ADP
cana-277	84	5	account	account	NOUN
cana-277	84	6	the	the	DET
cana-277	84	7	nonlinearity	nonlinearity	NOUN
cana-277	84	8	of	of	ADP
cana-277	84	9	the	the	DET
cana-277	84	10	associated	associated	ADJ
cana-277	84	11	relationships	relationship	NOUN
cana-277	84	12	and	and	CCONJ
cana-277	84	13	factors	factor	NOUN
cana-277	84	14	in	in	ADP
cana-277	84	15	order	order	NOUN
cana-277	84	16	to	to	PART
cana-277	84	17	optimise	optimise	VERB
cana-277	84	18	systems	system	NOUN
cana-277	84	19	.	.	PUNCT
cana-277	85	1	they	they	PRON
cana-277	85	2	look	look	VERB
cana-277	85	3	for	for	ADP
cana-277	85	4	the	the	DET
cana-277	85	5	best	good	ADJ
cana-277	85	6	answers	answer	NOUN
cana-277	85	7	to	to	ADP
cana-277	85	8	challenging	challenging	ADJ
cana-277	85	9	issues	issue	NOUN
cana-277	85	10	in	in	ADP
cana-277	85	11	communication	communication	NOUN
cana-277	85	12	systems	system	NOUN
cana-277	85	13	where	where	SCONJ
cana-277	85	14	there	there	PRON
cana-277	85	15	may	may	AUX
cana-277	85	16	be	be	AUX
cana-277	85	17	shortcomings	shortcoming	NOUN
cana-277	85	18	with	with	ADP
cana-277	85	19	linear	linear	ADJ
cana-277	85	20	approaches	approach	NOUN
cana-277	85	21	.	.	PUNCT
cana-277	86	1	figure	figure	NOUN
cana-277	86	2	2	2	NUM
cana-277	86	3	:	:	PUNCT
cana-277	86	4	different	different	ADJ
cana-277	86	5	types	type	NOUN
cana-277	86	6	of	of	ADP
cana-277	86	7	nonlinear	nonlinear	ADJ
cana-277	86	8	optimization	optimization	NOUN
cana-277	86	9	algorithms	algorithm	VERB
cana-277	86	10	a	a	DET
cana-277	86	11	)	)	PUNCT
cana-277	86	12	gradient	gradient	ADJ
cana-277	86	13	descent	descent	NOUN
cana-277	86	14	:	:	PUNCT
cana-277	86	15	by	by	ADP
cana-277	86	16	travelling	travel	VERB
cana-277	86	17	in	in	ADP
cana-277	86	18	the	the	DET
cana-277	86	19	direction	direction	NOUN
cana-277	86	20	of	of	ADP
cana-277	86	21	the	the	DET
cana-277	86	22	steepest	steep	ADJ
cana-277	86	23	descent	descent	NOUN
cana-277	86	24	,	,	PUNCT
cana-277	86	25	this	this	DET
cana-277	86	26	iterative	iterative	NOUN
cana-277	86	27	optimisation	optimisation	NOUN
cana-277	86	28	technique	technique	NOUN
cana-277	86	29	finds	find	VERB
cana-277	86	30	the	the	DET
cana-277	86	31	minimum	minimum	NOUN
cana-277	86	32	of	of	ADP
cana-277	86	33	a	a	DET
cana-277	86	34	function	function	NOUN
cana-277	86	35	.	.	PUNCT
cana-277	87	1	it	it	PRON
cana-277	87	2	is	be	AUX
cana-277	87	3	frequently	frequently	ADV
cana-277	87	4	used	use	VERB
cana-277	87	5	to	to	PART
cana-277	87	6	train	train	VERB
cana-277	87	7	neural	neural	ADJ
cana-277	87	8	networks	network	NOUN
cana-277	87	9	for	for	ADP
cana-277	87	10	signal	signal	NOUN
cana-277	87	11	processing	processing	NOUN
cana-277	87	12	,	,	PUNCT
cana-277	87	13	for	for	ADP
cana-277	87	14	example	example	NOUN
cana-277	87	15	,	,	PUNCT
cana-277	87	16	or	or	CCONJ
cana-277	87	17	to	to	PART
cana-277	87	18	optimise	optimise	VERB
cana-277	87	19	parameters	parameter	NOUN
cana-277	87	20	in	in	ADP
cana-277	87	21	different	different	ADJ
cana-277	87	22	components	component	NOUN
cana-277	87	23	of	of	ADP
cana-277	87	24	communication	communication	NOUN
cana-277	87	25	systems	system	NOUN
cana-277	87	26	.	.	PUNCT
cana-277	88	1	with	with	ADP
cana-277	88	2	a	a	DET
cana-277	88	3	function	function	NOUN
cana-277	88	4	f(x	f(x	PROPN
cana-277	88	5	)	)	PUNCT
cana-277	88	6	that	that	PRON
cana-277	88	7	we	we	PRON
cana-277	88	8	want	want	VERB
cana-277	88	9	to	to	PART
cana-277	88	10	minimise	minimise	VERB
cana-277	88	11	or	or	CCONJ
cana-277	88	12	maximise	maximise	NOUN
cana-277	88	13	,	,	PUNCT
cana-277	88	14	the	the	DET
cana-277	88	15	gradient	gradient	ADJ
cana-277	88	16	descent	descent	NOUN
cana-277	88	17	iterative	iterative	NOUN
cana-277	88	18	updating	updating	NOUN
cana-277	88	19	rule	rule	NOUN
cana-277	88	20	is	be	AUX
cana-277	88	21	:	:	PUNCT
cana-277	88	22	𝑥𝑛	𝑥𝑛	PROPN
cana-277	88	23	+	+	ADJ
cana-277	88	24	1	1	NUM
cana-277	88	25	=	=	SYM
cana-277	88	26	𝑥𝑛	𝑥𝑛	PROPN
cana-277	88	27	−	−	PROPN
cana-277	88	28	𝛼	𝛼	PROPN
cana-277	88	29	⋅	⋅	PROPN
cana-277	88	30	∇𝑓(𝑥𝑛	∇𝑓(𝑥𝑛	PROPN
cana-277	88	31	)	)	PUNCT
cana-277	88	32	communications	communication	NOUN
cana-277	88	33	on	on	ADP
cana-277	88	34	applied	apply	VERB
cana-277	88	35	nonlinear	nonlinear	ADJ
cana-277	88	36	analysis	analysis	NOUN
cana-277	88	37	issn	issn	NOUN
cana-277	88	38	:	:	PUNCT
cana-277	88	39	1074	1074	NUM
cana-277	88	40	-	-	PUNCT
cana-277	88	41	133x	133x	NUM
cana-277	88	42	vol	vol	NOUN
cana-277	88	43	30	30	NUM
cana-277	88	44	no	no	NOUN
cana-277	88	45	.	.	NOUN
cana-277	88	46	3	3	NUM
cana-277	88	47	(	(	PUNCT
cana-277	88	48	2023	2023	NUM
cana-277	88	49	)	)	PUNCT
cana-277	88	50	39	39	NUM
cana-277	88	51	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	88	52	whereas	whereas	SCONJ
cana-277	88	53	•	•	NOUN
cana-277	88	54	xn	xn	PROPN
cana-277	88	55	represents	represent	VERB
cana-277	88	56	the	the	DET
cana-277	88	57	present	present	ADJ
cana-277	88	58	estimate	estimate	NOUN
cana-277	88	59	or	or	CCONJ
cana-277	88	60	solution	solution	NOUN
cana-277	88	61	.	.	PUNCT
cana-277	89	1	•	•	NOUN
cana-277	89	2	the	the	DET
cana-277	89	3	learning	learning	NOUN
cana-277	89	4	rate	rate	NOUN
cana-277	89	5	,	,	PUNCT
cana-277	89	6	represented	represent	VERB
cana-277	89	7	by	by	ADP
cana-277	89	8	α	α	X
cana-277	89	9	,	,	PUNCT
cana-277	89	10	is	be	AUX
cana-277	89	11	a	a	DET
cana-277	89	12	tiny	tiny	ADJ
cana-277	89	13	positive	positive	ADJ
cana-277	89	14	number	number	NOUN
cana-277	89	15	that	that	PRON
cana-277	89	16	establishes	establish	VERB
cana-277	89	17	the	the	DET
cana-277	89	18	step	step	NOUN
cana-277	89	19	size	size	NOUN
cana-277	89	20	for	for	ADP
cana-277	89	21	every	every	DET
cana-277	89	22	iteration	iteration	NOUN
cana-277	89	23	.	.	PUNCT
cana-277	90	1	•	•	NUM
cana-277	90	2	the	the	DET
cana-277	90	3	gradient	gradient	NOUN
cana-277	90	4	of	of	ADP
cana-277	90	5	the	the	DET
cana-277	90	6	function	function	NOUN
cana-277	90	7	f	f	PROPN
cana-277	90	8	at	at	ADP
cana-277	90	9	point	point	NOUN
cana-277	90	10	⁰	⁰	NUM
cana-277	91	1	⁽	⁽	NOUN
cana-277	91	2	x	x	SYM
cana-277	91	3	n	n	X
cana-277	91	4	is	be	AUX
cana-277	91	5	∇⁽	∇⁽	NUM
cana-277	91	6	(	(	PUNCT
cana-277	91	7	⁽	⁽	PROPN
cana-277	91	8	)	)	PUNCT
cana-277	91	9	∇f(x	∇f(x	PROPN
cana-277	91	10	n	n	PROPN
cana-277	91	11	)	)	PUNCT
cana-277	91	12	,	,	PUNCT
cana-277	91	13	signifying	signify	VERB
cana-277	91	14	the	the	DET
cana-277	91	15	direction	direction	NOUN
cana-277	91	16	of	of	ADP
cana-277	91	17	sharpest	sharp	ADJ
cana-277	91	18	climb	climb	NOUN
cana-277	91	19	.	.	PUNCT
cana-277	92	1	figure	figure	VERB
cana-277	92	2	3	3	NUM
cana-277	92	3	:	:	PUNCT
cana-277	92	4	overview	overview	NOUN
cana-277	92	5	of	of	ADP
cana-277	92	6	gradient	gradient	ADJ
cana-277	92	7	flowchart	flowchart	PROPN
cana-277	92	8	b	b	PROPN
cana-277	92	9	)	)	PUNCT
cana-277	92	10	conjugate	conjugate	ADJ
cana-277	92	11	gradient	gradient	NOUN
cana-277	92	12	method	method	NOUN
cana-277	92	13	:	:	PUNCT
cana-277	92	14	excellent	excellent	ADJ
cana-277	92	15	for	for	ADP
cana-277	92	16	handling	handle	VERB
cana-277	92	17	complicated	complicated	ADJ
cana-277	92	18	nonlinear	nonlinear	ADJ
cana-277	92	19	optimisation	optimisation	NOUN
cana-277	92	20	issues	issue	NOUN
cana-277	92	21	on	on	ADP
cana-277	92	22	a	a	DET
cana-277	92	23	large	large	ADJ
cana-277	92	24	scale	scale	NOUN
cana-277	92	25	.	.	PUNCT
cana-277	93	1	it	it	PRON
cana-277	93	2	is	be	AUX
cana-277	93	3	used	use	VERB
cana-277	93	4	in	in	ADP
cana-277	93	5	situations	situation	NOUN
cana-277	93	6	when	when	SCONJ
cana-277	93	7	minimising	minimise	VERB
cana-277	93	8	a	a	DET
cana-277	93	9	quadratic	quadratic	ADJ
cana-277	93	10	function	function	NOUN
cana-277	93	11	is	be	AUX
cana-277	93	12	crucial	crucial	ADJ
cana-277	93	13	,	,	PUNCT
cana-277	93	14	such	such	ADJ
cana-277	93	15	as	as	ADP
cana-277	93	16	when	when	SCONJ
cana-277	93	17	wireless	wireless	ADJ
cana-277	93	18	communication	communication	NOUN
cana-277	93	19	transmission	transmission	NOUN
cana-277	93	20	power	power	NOUN
cana-277	93	21	optimisation	optimisation	NOUN
cana-277	93	22	is	be	AUX
cana-277	93	23	required	require	VERB
cana-277	93	24	.	.	PUNCT
cana-277	94	1	given	give	VERB
cana-277	94	2	a	a	DET
cana-277	94	3	symmetric	symmetric	ADJ
cana-277	94	4	positive	positive	ADJ
cana-277	94	5	definite	definite	ADJ
cana-277	94	6	matrix	matrix	NOUN
cana-277	94	7	a	a	PRON
cana-277	94	8	and	and	CCONJ
cana-277	94	9	a	a	DET
cana-277	94	10	vector	vector	NOUN
cana-277	94	11	b	b	NOUN
cana-277	94	12	,	,	PUNCT
cana-277	94	13	the	the	DET
cana-277	94	14	goal	goal	NOUN
cana-277	94	15	is	be	AUX
cana-277	94	16	to	to	PART
cana-277	94	17	solve	solve	VERB
cana-277	94	18	the	the	DET
cana-277	94	19	linear	linear	ADJ
cana-277	94	20	system	system	NOUN
cana-277	94	21	ax	ax	NOUN
cana-277	94	22	=	=	SYM
cana-277	94	23	b.	b.	PROPN
cana-277	94	24	the	the	DET
cana-277	94	25	iterative	iterative	NOUN
cana-277	94	26	update	update	NOUN
cana-277	94	27	rule	rule	NOUN
cana-277	94	28	for	for	ADP
cana-277	94	29	the	the	DET
cana-277	94	30	conjugate	conjugate	ADJ
cana-277	94	31	gradient	gradient	NOUN
cana-277	94	32	method	method	NOUN
cana-277	94	33	is	be	AUX
cana-277	94	34	as	as	SCONJ
cana-277	94	35	follows	follow	VERB
cana-277	94	36	:	:	PUNCT
cana-277	94	37	initialization	initialization	NOUN
cana-277	94	38	:	:	PUNCT
cana-277	94	39	▪	▪	X
cana-277	94	40	set	set	VERB
cana-277	94	41	an	an	DET
cana-277	94	42	initial	initial	ADJ
cana-277	94	43	guess	guess	NOUN
cana-277	94	44	x_0	x_0	PROPN
cana-277	94	45	.	.	PUNCT
cana-277	95	1	▪	▪	X
cana-277	95	2	compute	compute	VERB
cana-277	95	3	the	the	DET
cana-277	95	4	initial	initial	ADJ
cana-277	95	5	residual	residual	NOUN
cana-277	95	6	:	:	PUNCT
cana-277	95	7	r_0	r_0	PRON
cana-277	95	8	=	=	SYM
cana-277	95	9	b	b	X
cana-277	95	10	ax_0	ax_0	PROPN
cana-277	95	11	.	.	PUNCT
cana-277	96	1	▪	▪	NOUN
cana-277	96	2	set	set	VERB
cana-277	96	3	the	the	DET
cana-277	96	4	initial	initial	ADJ
cana-277	96	5	search	search	NOUN
cana-277	96	6	direction	direction	NOUN
cana-277	96	7	:	:	PUNCT
cana-277	96	8	p_0	p_0	NOUN
cana-277	96	9	=	=	PUNCT
cana-277	96	10	r_0	r_0	PRON
cana-277	96	11	.	.	PUNCT
cana-277	97	1	iterations	iteration	NOUN
cana-277	97	2	:	:	PUNCT
cana-277	97	3	for	for	ADP
cana-277	97	4	k	k	PROPN
cana-277	97	5	=	=	SYM
cana-277	97	6	0	0	NUM
cana-277	97	7	,	,	PUNCT
cana-277	97	8	1	1	NUM
cana-277	97	9	,	,	PUNCT
cana-277	97	10	2	2	NUM
cana-277	97	11	,	,	PUNCT
cana-277	97	12	...	...	PUNCT
cana-277	97	13	:	:	PUNCT
cana-277	97	14	▪	▪	X
cana-277	97	15	𝐶𝑜𝑚𝑝𝑢𝑡𝑒	𝐶𝑜𝑚𝑝𝑢𝑡𝑒	PROPN
cana-277	97	16	𝑡ℎ𝑒	𝑡ℎ𝑒	ADJ
cana-277	97	17	𝑠𝑡𝑒𝑝	𝑠𝑡𝑒𝑝	NOUN
cana-277	97	18	𝑠𝑖𝑧𝑒	𝑠𝑖𝑧𝑒	PROPN
cana-277	97	19	:	:	PUNCT
cana-277	97	20	𝛼_𝑘	𝛼_𝑘	NUM
cana-277	97	21	=	=	SYM
cana-277	97	22	(	(	PUNCT
cana-277	97	23	𝑝_𝑘^𝑇	𝑝_𝑘^𝑇	NOUN
cana-277	97	24	𝐴	𝐴	PROPN
cana-277	97	25	𝑝_𝑘	𝑝_𝑘	PUNCT
cana-277	97	26	)	)	PUNCT
cana-277	97	27	/	/	PUNCT
cana-277	97	28	(	(	PUNCT
cana-277	97	29	𝑟_𝑘^𝑇	𝑟_𝑘^𝑇	PROPN
cana-277	97	30	𝑟_𝑘	𝑟_𝑘	NUM
cana-277	97	31	)	)	PUNCT
cana-277	97	32	.	.	PUNCT
cana-277	98	1	▪	▪	X
cana-277	98	2	𝑈𝑝𝑑𝑎𝑡𝑒	𝑈𝑝𝑑𝑎𝑡𝑒	ADJ
cana-277	98	3	𝑡ℎ𝑒	𝑡ℎ𝑒	ADP
cana-277	98	4	𝑠𝑜𝑙𝑢𝑡𝑖𝑜𝑛	𝑠𝑜𝑙𝑢𝑡𝑖𝑜𝑛	NOUN
cana-277	98	5	:	:	PUNCT
cana-277	99	1	𝑥_{𝑘	𝑥_{𝑘	NOUN
cana-277	99	2	+	+	CCONJ
cana-277	99	3	1	1	NUM
cana-277	99	4	}	}	PUNCT
cana-277	99	5	=	=	SYM
cana-277	99	6	𝑥_𝑘	𝑥_𝑘	NOUN
cana-277	100	1	+	+	NUM
cana-277	100	2	𝛼_𝑘	𝛼_𝑘	NUM
cana-277	100	3	𝑝_𝑘.	𝑝_𝑘.	NOUN
cana-277	100	4	▪	▪	ADJ
cana-277	100	5	𝐶𝑜𝑚𝑝𝑢𝑡𝑒	𝐶𝑜𝑚𝑝𝑢𝑡𝑒	PROPN
cana-277	100	6	𝑡ℎ𝑒	𝑡ℎ𝑒	NUM
cana-277	100	7	𝑛𝑒𝑤	𝑛𝑒𝑤	NOUN
cana-277	100	8	𝑟𝑒𝑠𝑖𝑑𝑢𝑎𝑙	𝑟𝑒𝑠𝑖𝑑𝑢𝑎𝑙	NOUN
cana-277	100	9	:	:	PUNCT
cana-277	100	10	𝑟_{𝑘	𝑟_{𝑘	PROPN
cana-277	100	11	+	+	NOUN
cana-277	100	12	1	1	X
cana-277	100	13	}	}	PUNCT
cana-277	100	14	=	=	PUNCT
cana-277	100	15	𝑟_𝑘	𝑟_𝑘	NUM
cana-277	100	16	−	−	NOUN
cana-277	100	17	𝛼_𝑘	𝛼_𝑘	NUM
cana-277	100	18	𝐴	𝐴	PROPN
cana-277	100	19	𝑝_𝑘.	𝑝_𝑘.	NOUN
cana-277	100	20	▪	▪	ADJ
cana-277	100	21	𝐶𝑜𝑚𝑝𝑢𝑡𝑒	𝐶𝑜𝑚𝑝𝑢𝑡𝑒	PROPN
cana-277	100	22	𝑡ℎ𝑒	𝑡ℎ𝑒	VERB
cana-277	100	23	𝑛𝑒𝑤	𝑛𝑒𝑤	NOUN
cana-277	100	24	𝑠𝑒𝑎𝑟𝑐ℎ	𝑠𝑒𝑎𝑟𝑐ℎ	NOUN
cana-277	100	25	𝑑𝑖𝑟𝑒𝑐𝑡𝑖𝑜𝑛	𝑑𝑖𝑟𝑒𝑐𝑡𝑖𝑜𝑛	NOUN
cana-277	100	26	:	:	PUNCT
cana-277	100	27	𝛽_{𝑘	𝛽_{𝑘	NOUN
cana-277	100	28	+	+	CCONJ
cana-277	100	29	1	1	X
cana-277	100	30	}	}	PUNCT
cana-277	100	31	=	=	SYM
cana-277	100	32	(	(	PUNCT
cana-277	100	33	𝑟_{𝑘	𝑟_{𝑘	NOUN
cana-277	100	34	+	+	CCONJ
cana-277	100	35	1}^𝑇	1}^𝑇	VERB
cana-277	100	36	𝑟_{𝑘	𝑟_{𝑘	NOUN
cana-277	100	37	+	+	CCONJ
cana-277	100	38	1	1	NUM
cana-277	100	39	}	}	PUNCT
cana-277	100	40	)	)	PUNCT
cana-277	100	41	/	/	PUNCT
cana-277	100	42	(	(	PUNCT
cana-277	100	43	𝑟_𝑘^𝑇	𝑟_𝑘^𝑇	PROPN
cana-277	100	44	𝑟_𝑘	𝑟_𝑘	NUM
cana-277	100	45	)	)	PUNCT
cana-277	100	46	.	.	PUNCT
cana-277	101	1	communications	communication	NOUN
cana-277	101	2	on	on	ADP
cana-277	101	3	applied	apply	VERB
cana-277	101	4	nonlinear	nonlinear	ADJ
cana-277	101	5	analysis	analysis	NOUN
cana-277	101	6	issn	issn	NOUN
cana-277	101	7	:	:	PUNCT
cana-277	101	8	1074	1074	NUM
cana-277	101	9	-	-	PUNCT
cana-277	101	10	133x	133x	NUM
cana-277	101	11	vol	vol	NOUN
cana-277	101	12	30	30	NUM
cana-277	101	13	no	no	NOUN
cana-277	101	14	.	.	NOUN
cana-277	101	15	3	3	NUM
cana-277	101	16	(	(	PUNCT
cana-277	101	17	2023	2023	NUM
cana-277	101	18	)	)	PUNCT
cana-277	101	19	40	40	NUM
cana-277	101	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	101	21	▪	▪	ADJ
cana-277	101	22	𝑈𝑝𝑑𝑎𝑡𝑒	𝑈𝑝𝑑𝑎𝑡𝑒	ADJ
cana-277	101	23	𝑡ℎ𝑒	𝑡ℎ𝑒	ADJ
cana-277	101	24	𝑠𝑒𝑎𝑟𝑐ℎ	𝑠𝑒𝑎𝑟𝑐ℎ	NOUN
cana-277	101	25	𝑑𝑖𝑟𝑒𝑐𝑡𝑖𝑜𝑛	𝑑𝑖𝑟𝑒𝑐𝑡𝑖𝑜𝑛	NOUN
cana-277	101	26	:	:	PUNCT
cana-277	101	27	𝑝{𝑘+1	𝑝{𝑘+1	PROPN
cana-277	101	28	}	}	PUNCT
cana-277	101	29	=	=	SYM
cana-277	101	30	𝑟{𝑘+1	𝑟{𝑘+1	NOUN
cana-277	101	31	}	}	PUNCT
cana-277	101	32	+	+	CCONJ
cana-277	101	33	𝛽{𝑘+1}𝑝𝑘	𝛽{𝑘+1}𝑝𝑘	PROPN
cana-277	101	34	.	.	PUNCT
cana-277	102	1	figure	figure	VERB
cana-277	102	2	4	4	NUM
cana-277	102	3	:	:	PUNCT
cana-277	102	4	representation	representation	NOUN
cana-277	102	5	of	of	ADP
cana-277	102	6	flowchart	flowchart	NOUN
cana-277	102	7	for	for	ADP
cana-277	102	8	conjugate	conjugate	ADJ
cana-277	102	9	gradient	gradient	NOUN
cana-277	102	10	method	method	NOUN
cana-277	102	11	c	c	NOUN
cana-277	102	12	)	)	PUNCT
cana-277	102	13	genetic	genetic	ADJ
cana-277	102	14	algorithms	algorithm	NOUN
cana-277	102	15	:	:	PUNCT
cana-277	102	16	these	these	PRON
cana-277	102	17	draw	draw	VERB
cana-277	102	18	inspiration	inspiration	NOUN
cana-277	102	19	from	from	ADP
cana-277	102	20	the	the	DET
cana-277	102	21	principles	principle	NOUN
cana-277	102	22	of	of	ADP
cana-277	102	23	genetics	genetic	NOUN
cana-277	102	24	and	and	CCONJ
cana-277	102	25	natural	natural	ADJ
cana-277	102	26	selection	selection	NOUN
cana-277	102	27	.	.	PUNCT
cana-277	103	1	they	they	PRON
cana-277	103	2	investigate	investigate	VERB
cana-277	103	3	the	the	DET
cana-277	103	4	solution	solution	NOUN
cana-277	103	5	space	space	NOUN
cana-277	103	6	using	use	VERB
cana-277	103	7	methods	method	NOUN
cana-277	103	8	including	include	VERB
cana-277	103	9	crossover	crossover	NOUN
cana-277	103	10	,	,	PUNCT
cana-277	103	11	mutation	mutation	NOUN
cana-277	103	12	,	,	PUNCT
cana-277	103	13	and	and	CCONJ
cana-277	103	14	selection	selection	NOUN
cana-277	103	15	.	.	PUNCT
cana-277	104	1	they	they	PRON
cana-277	104	2	are	be	AUX
cana-277	104	3	used	use	VERB
cana-277	104	4	in	in	ADP
cana-277	104	5	scheduling	scheduling	NOUN
cana-277	104	6	,	,	PUNCT
cana-277	104	7	channel	channel	NOUN
cana-277	104	8	allocation	allocation	NOUN
cana-277	104	9	,	,	PUNCT
cana-277	104	10	and	and	CCONJ
cana-277	104	11	network	network	NOUN
cana-277	104	12	resource	resource	NOUN
cana-277	104	13	optimisation	optimisation	NOUN
cana-277	104	14	in	in	ADP
cana-277	104	15	communication	communication	NOUN
cana-277	104	16	systems	system	NOUN
cana-277	104	17	.	.	PUNCT
cana-277	105	1	communications	communication	NOUN
cana-277	105	2	on	on	ADP
cana-277	105	3	applied	apply	VERB
cana-277	105	4	nonlinear	nonlinear	ADJ
cana-277	105	5	analysis	analysis	NOUN
cana-277	105	6	issn	issn	NOUN
cana-277	105	7	:	:	PUNCT
cana-277	105	8	1074	1074	NUM
cana-277	105	9	-	-	PUNCT
cana-277	105	10	133x	133x	NUM
cana-277	105	11	vol	vol	NOUN
cana-277	105	12	30	30	NUM
cana-277	105	13	no	no	NOUN
cana-277	105	14	.	.	NOUN
cana-277	105	15	3	3	NUM
cana-277	105	16	(	(	PUNCT
cana-277	105	17	2023	2023	NUM
cana-277	105	18	)	)	PUNCT
cana-277	106	1	41	41	NUM
cana-277	107	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	107	2	figure	figure	NOUN
cana-277	107	3	5	5	NUM
cana-277	107	4	:	:	PUNCT
cana-277	107	5	overview	overview	NOUN
cana-277	107	6	of	of	ADP
cana-277	107	7	ga	ga	PROPN
cana-277	107	8	d	d	PROPN
cana-277	107	9	)	)	PUNCT
cana-277	107	10	particle	particle	NOUN
cana-277	107	11	swarm	swarm	NOUN
cana-277	107	12	optimisation	optimisation	NOUN
cana-277	107	13	(	(	PUNCT
cana-277	107	14	pso	pso	NOUN
cana-277	107	15	):	):	PUNCT
cana-277	107	16	this	this	DET
cana-277	107	17	method	method	NOUN
cana-277	107	18	is	be	AUX
cana-277	107	19	inspired	inspire	VERB
cana-277	107	20	by	by	ADP
cana-277	107	21	the	the	DET
cana-277	107	22	social	social	ADJ
cana-277	107	23	interactions	interaction	NOUN
cana-277	107	24	found	find	VERB
cana-277	107	25	in	in	ADP
cana-277	107	26	fish	fish	NOUN
cana-277	107	27	schools	school	NOUN
cana-277	107	28	and	and	CCONJ
cana-277	107	29	flocks	flock	NOUN
cana-277	107	30	of	of	ADP
cana-277	107	31	birds	bird	NOUN
cana-277	107	32	.	.	PUNCT
cana-277	108	1	a	a	DET
cana-277	108	2	population	population	NOUN
cana-277	108	3	of	of	ADP
cana-277	108	4	potential	potential	ADJ
cana-277	108	5	solutions	solution	NOUN
cana-277	108	6	,	,	PUNCT
cana-277	108	7	or	or	CCONJ
cana-277	108	8	particles	particle	NOUN
cana-277	108	9	,	,	PUNCT
cana-277	108	10	are	be	AUX
cana-277	108	11	involved	involve	VERB
cana-277	108	12	,	,	PUNCT
cana-277	108	13	and	and	CCONJ
cana-277	108	14	they	they	PRON
cana-277	108	15	travel	travel	VERB
cana-277	108	16	around	around	ADP
cana-277	108	17	the	the	DET
cana-277	108	18	search	search	NOUN
cana-277	108	19	space	space	NOUN
cana-277	108	20	.	.	PUNCT
cana-277	109	1	pso	pso	NOUN
cana-277	109	2	is	be	AUX
cana-277	109	3	used	use	VERB
cana-277	109	4	to	to	PART
cana-277	109	5	optimise	optimise	VERB
cana-277	109	6	power	power	NOUN
cana-277	109	7	control	control	NOUN
cana-277	109	8	,	,	PUNCT
cana-277	109	9	antenna	antenna	NOUN
cana-277	109	10	positioning	positioning	NOUN
cana-277	109	11	,	,	PUNCT
cana-277	109	12	and	and	CCONJ
cana-277	109	13	network	network	NOUN
cana-277	109	14	characteristics	characteristic	NOUN
cana-277	109	15	.	.	PUNCT
cana-277	110	1	communications	communication	NOUN
cana-277	110	2	on	on	ADP
cana-277	110	3	applied	apply	VERB
cana-277	110	4	nonlinear	nonlinear	ADJ
cana-277	110	5	analysis	analysis	NOUN
cana-277	110	6	issn	issn	NOUN
cana-277	110	7	:	:	PUNCT
cana-277	110	8	1074	1074	NUM
cana-277	110	9	-	-	PUNCT
cana-277	110	10	133x	133x	NUM
cana-277	110	11	vol	vol	NOUN
cana-277	110	12	30	30	NUM
cana-277	110	13	no	no	NOUN
cana-277	110	14	.	.	NOUN
cana-277	110	15	3	3	NUM
cana-277	110	16	(	(	PUNCT
cana-277	110	17	2023	2023	NUM
cana-277	110	18	)	)	PUNCT
cana-277	110	19	42	42	NUM
cana-277	110	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	110	21	figure	figure	NOUN
cana-277	110	22	6	6	NUM
cana-277	110	23	:	:	PUNCT
cana-277	110	24	overview	overview	NOUN
cana-277	110	25	of	of	ADP
cana-277	110	26	pso	pso	NOUN
cana-277	110	27	iv	iv	NOUN
cana-277	110	28	.	.	PUNCT
cana-277	110	29	challenges	challenge	NOUN
cana-277	110	30	and	and	CCONJ
cana-277	110	31	scope	scope	VERB
cana-277	111	1	•	•	ADP
cana-277	111	2	difficulties	difficulty	NOUN
cana-277	111	3	in	in	ADP
cana-277	111	4	applying	apply	VERB
cana-277	111	5	nonlinear	nonlinear	ADJ
cana-277	111	6	analysis	analysis	NOUN
cana-277	111	7	methods	method	NOUN
cana-277	111	8	:	:	PUNCT
cana-277	111	9	the	the	DET
cana-277	111	10	computational	computational	ADJ
cana-277	111	11	complexity	complexity	NOUN
cana-277	111	12	of	of	ADP
cana-277	111	13	nonlinear	nonlinear	ADJ
cana-277	111	14	analysis	analysis	NOUN
cana-277	111	15	is	be	AUX
cana-277	111	16	one	one	NUM
cana-277	111	17	of	of	ADP
cana-277	111	18	the	the	DET
cana-277	111	19	main	main	ADJ
cana-277	111	20	obstacles	obstacle	NOUN
cana-277	111	21	.	.	PUNCT
cana-277	112	1	these	these	DET
cana-277	112	2	methods	method	NOUN
cana-277	112	3	frequently	frequently	ADV
cana-277	112	4	need	need	VERB
cana-277	112	5	a	a	DET
cana-277	112	6	large	large	ADJ
cana-277	112	7	amount	amount	NOUN
cana-277	112	8	of	of	ADP
cana-277	112	9	time	time	NOUN
cana-277	112	10	and	and	CCONJ
cana-277	112	11	processing	processing	NOUN
cana-277	112	12	power	power	NOUN
cana-277	112	13	,	,	PUNCT
cana-277	112	14	particularly	particularly	ADV
cana-277	112	15	when	when	SCONJ
cana-277	112	16	working	work	VERB
cana-277	112	17	with	with	ADP
cana-277	112	18	complicated	complicated	ADJ
cana-277	112	19	system	system	NOUN
cana-277	112	20	models	model	NOUN
cana-277	112	21	or	or	CCONJ
cana-277	112	22	high	high	ADJ
cana-277	112	23	-	-	PUNCT
cana-277	112	24	dimensional	dimensional	ADJ
cana-277	112	25	data	datum	NOUN
cana-277	112	26	.	.	PUNCT
cana-277	113	1	real	real	ADJ
cana-277	113	2	-	-	PUNCT
cana-277	113	3	time	time	NOUN
cana-277	113	4	applications	application	NOUN
cana-277	113	5	may	may	AUX
cana-277	113	6	be	be	AUX
cana-277	113	7	hampered	hamper	VERB
cana-277	113	8	by	by	ADP
cana-277	113	9	processing	processing	NOUN
cana-277	113	10	needs	need	NOUN
cana-277	113	11	,	,	PUNCT
cana-277	113	12	which	which	PRON
cana-277	113	13	could	could	AUX
cana-277	113	14	delay	delay	VERB
cana-277	113	15	their	their	PRON
cana-277	113	16	immediate	immediate	ADJ
cana-277	113	17	practical	practical	ADJ
cana-277	113	18	implementation	implementation	NOUN
cana-277	113	19	.	.	PUNCT
cana-277	114	1	furthermore	furthermore	ADV
cana-277	114	2	,	,	PUNCT
cana-277	114	3	there	there	PRON
cana-277	114	4	is	be	VERB
cana-277	114	5	a	a	DET
cana-277	114	6	great	great	ADJ
cana-277	114	7	deal	deal	NOUN
cana-277	114	8	of	of	ADP
cana-277	114	9	difficulty	difficulty	NOUN
cana-277	114	10	in	in	ADP
cana-277	114	11	accurately	accurately	ADV
cana-277	114	12	modelling	model	VERB
cana-277	114	13	nonlinear	nonlinear	ADJ
cana-277	114	14	behaviours	behaviour	NOUN
cana-277	114	15	in	in	ADP
cana-277	114	16	communication	communication	NOUN
cana-277	114	17	networks	network	NOUN
cana-277	114	18	.	.	PUNCT
cana-277	115	1	it	it	PRON
cana-277	115	2	is	be	AUX
cana-277	115	3	difficult	difficult	ADJ
cana-277	115	4	to	to	PART
cana-277	115	5	simulate	simulate	VERB
cana-277	115	6	nonlinear	nonlinear	ADJ
cana-277	115	7	phenomena	phenomenon	NOUN
cana-277	115	8	like	like	ADP
cana-277	115	9	noise	noise	NOUN
cana-277	115	10	amplification	amplification	NOUN
cana-277	115	11	,	,	PUNCT
cana-277	115	12	signal	signal	ADJ
cana-277	115	13	distortion	distortion	NOUN
cana-277	115	14	,	,	PUNCT
cana-277	115	15	and	and	CCONJ
cana-277	115	16	interference	interference	NOUN
cana-277	115	17	without	without	ADP
cana-277	115	18	the	the	DET
cana-277	115	19	use	use	NOUN
cana-277	115	20	of	of	ADP
cana-277	115	21	complex	complex	ADJ
cana-277	115	22	mathematical	mathematical	ADJ
cana-277	115	23	frameworks	framework	NOUN
cana-277	115	24	and	and	CCONJ
cana-277	115	25	algorithms	algorithm	NOUN
cana-277	115	26	.	.	PUNCT
cana-277	116	1	ensuring	ensure	VERB
cana-277	116	2	these	these	DET
cana-277	116	3	models	model	NOUN
cana-277	116	4	are	be	AUX
cana-277	116	5	accurate	accurate	ADJ
cana-277	116	6	and	and	CCONJ
cana-277	116	7	reliable	reliable	ADJ
cana-277	116	8	is	be	AUX
cana-277	116	9	a	a	DET
cana-277	116	10	continuous	continuous	ADJ
cana-277	116	11	task	task	NOUN
cana-277	116	12	.	.	PUNCT
cana-277	117	1	•	•	NOUN
cana-277	117	2	challenges	challenge	NOUN
cana-277	117	3	with	with	ADP
cana-277	117	4	scalability	scalability	NOUN
cana-277	117	5	and	and	CCONJ
cana-277	117	6	real	real	ADJ
cana-277	117	7	-	-	PUNCT
cana-277	117	8	time	time	NOUN
cana-277	117	9	implementation	implementation	NOUN
cana-277	117	10	:	:	PUNCT
cana-277	117	11	nonlinear	nonlinear	ADJ
cana-277	117	12	analytic	analytic	ADJ
cana-277	117	13	methods	method	NOUN
cana-277	117	14	function	function	VERB
cana-277	117	15	well	well	ADV
cana-277	117	16	in	in	ADP
cana-277	117	17	simulated	simulate	VERB
cana-277	117	18	or	or	CCONJ
cana-277	117	19	controlled	control	VERB
cana-277	117	20	settings	setting	NOUN
cana-277	117	21	,	,	PUNCT
cana-277	117	22	but	but	CCONJ
cana-277	117	23	they	they	PRON
cana-277	117	24	have	have	AUX
cana-277	117	25	scaling	scale	VERB
cana-277	117	26	problems	problem	NOUN
cana-277	117	27	in	in	ADP
cana-277	117	28	large	large	ADJ
cana-277	117	29	-	-	PUNCT
cana-277	117	30	scale	scale	NOUN
cana-277	117	31	communication	communication	NOUN
cana-277	117	32	networks	network	NOUN
cana-277	117	33	.	.	PUNCT
cana-277	118	1	because	because	SCONJ
cana-277	118	2	communication	communication	NOUN
cana-277	118	3	technologies	technology	NOUN
cana-277	118	4	in	in	ADP
cana-277	118	5	these	these	DET
cana-277	118	6	networks	network	NOUN
cana-277	118	7	are	be	AUX
cana-277	118	8	dynamic	dynamic	ADJ
cana-277	118	9	,	,	PUNCT
cana-277	118	10	real	real	ADJ
cana-277	118	11	-	-	PUNCT
cana-277	118	12	time	time	NOUN
cana-277	118	13	implementation	implementation	NOUN
cana-277	118	14	becomes	become	VERB
cana-277	118	15	challenging	challenging	ADJ
cana-277	118	16	.	.	PUNCT
cana-277	119	1	one	one	NUM
cana-277	119	2	of	of	ADP
cana-277	119	3	the	the	DET
cana-277	119	4	main	main	ADJ
cana-277	119	5	challenges	challenge	NOUN
cana-277	119	6	is	be	AUX
cana-277	119	7	adapting	adapt	VERB
cana-277	119	8	nonlinear	nonlinear	ADJ
cana-277	119	9	algorithms	algorithm	NOUN
cana-277	119	10	to	to	PART
cana-277	119	11	meet	meet	VERB
cana-277	119	12	the	the	DET
cana-277	119	13	variety	variety	NOUN
cana-277	119	14	of	of	ADP
cana-277	119	15	variables	variable	NOUN
cana-277	119	16	in	in	ADP
cana-277	119	17	real	real	ADJ
cana-277	119	18	-	-	PUNCT
cana-277	119	19	world	world	NOUN
cana-277	119	20	scenarios	scenario	NOUN
cana-277	119	21	where	where	SCONJ
cana-277	119	22	user	user	NOUN
cana-277	119	23	behaviours	behaviour	NOUN
cana-277	119	24	,	,	PUNCT
cana-277	119	25	network	network	NOUN
cana-277	119	26	loads	load	NOUN
cana-277	119	27	,	,	PUNCT
cana-277	119	28	and	and	CCONJ
cana-277	119	29	environmental	environmental	ADJ
cana-277	119	30	factors	factor	NOUN
cana-277	119	31	vary	vary	VERB
cana-277	119	32	dynamically	dynamically	ADV
cana-277	119	33	.	.	PUNCT
cana-277	120	1	moreover	moreover	ADV
cana-277	120	2	,	,	PUNCT
cana-277	120	3	the	the	DET
cana-277	120	4	computing	computing	NOUN
cana-277	120	5	load	load	NOUN
cana-277	120	6	grows	grow	VERB
cana-277	120	7	exponentially	exponentially	ADV
cana-277	120	8	as	as	SCONJ
cana-277	120	9	the	the	DET
cana-277	120	10	network	network	NOUN
cana-277	120	11	size	size	NOUN
cana-277	120	12	grows	grow	VERB
cana-277	120	13	,	,	PUNCT
cana-277	120	14	which	which	PRON
cana-277	120	15	affects	affect	VERB
cana-277	120	16	the	the	DET
cana-277	120	17	viability	viability	NOUN
cana-277	120	18	of	of	ADP
cana-277	120	19	applying	apply	VERB
cana-277	120	20	these	these	DET
cana-277	120	21	methods	method	NOUN
cana-277	120	22	in	in	ADP
cana-277	120	23	large	large	ADJ
cana-277	120	24	-	-	PUNCT
cana-277	120	25	scale	scale	NOUN
cana-277	120	26	systems	system	NOUN
cana-277	120	27	.	.	PUNCT
cana-277	121	1	communications	communication	NOUN
cana-277	121	2	on	on	ADP
cana-277	121	3	applied	apply	VERB
cana-277	121	4	nonlinear	nonlinear	ADJ
cana-277	121	5	analysis	analysis	NOUN
cana-277	121	6	issn	issn	NOUN
cana-277	121	7	:	:	PUNCT
cana-277	121	8	1074	1074	NUM
cana-277	121	9	-	-	PUNCT
cana-277	121	10	133x	133x	NUM
cana-277	121	11	vol	vol	NOUN
cana-277	121	12	30	30	NUM
cana-277	121	13	no	no	NOUN
cana-277	121	14	.	.	NOUN
cana-277	121	15	3	3	NUM
cana-277	121	16	(	(	PUNCT
cana-277	121	17	2023	2023	NUM
cana-277	121	18	)	)	PUNCT
cana-277	121	19	43	43	NUM
cana-277	121	20	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-277	121	21	•	•	NOUN
cana-277	121	22	new	new	ADJ
cana-277	121	23	developments	development	NOUN
cana-277	121	24	and	and	CCONJ
cana-277	121	25	opportunities	opportunity	NOUN
cana-277	121	26	in	in	ADP
cana-277	121	27	nonlinear	nonlinear	ADJ
cana-277	121	28	optimisation	optimisation	NOUN
cana-277	121	29	notwithstanding	notwithstanding	ADP
cana-277	121	30	these	these	DET
cana-277	121	31	obstacles	obstacle	NOUN
cana-277	121	32	,	,	PUNCT
cana-277	121	33	new	new	ADJ
cana-277	121	34	developments	development	NOUN
cana-277	121	35	point	point	VERB
cana-277	121	36	to	to	ADP
cana-277	121	37	bright	bright	ADJ
cana-277	121	38	futures	future	NOUN
cana-277	121	39	for	for	ADP
cana-277	121	40	the	the	DET
cana-277	121	41	use	use	NOUN
cana-277	121	42	of	of	ADP
cana-277	121	43	nonlinear	nonlinear	ADJ
cana-277	121	44	optimisation	optimisation	NOUN
cana-277	121	45	in	in	ADP
cana-277	121	46	communication	communication	NOUN
cana-277	121	47	systems	system	NOUN
cana-277	121	48	.	.	PUNCT
cana-277	122	1	cloud	cloud	NOUN
cana-277	122	2	computing	computing	NOUN
cana-277	122	3	and	and	CCONJ
cana-277	122	4	parallel	parallel	ADJ
cana-277	122	5	processing	processing	NOUN
cana-277	122	6	are	be	AUX
cana-277	122	7	examples	example	NOUN
cana-277	122	8	of	of	ADP
cana-277	122	9	advanced	advanced	ADJ
cana-277	122	10	computing	computing	NOUN
cana-277	122	11	technologies	technology	NOUN
cana-277	122	12	that	that	PRON
cana-277	122	13	present	present	VERB
cana-277	122	14	opportunity	opportunity	NOUN
cana-277	122	15	to	to	PART
cana-277	122	16	reduce	reduce	VERB
cana-277	122	17	some	some	PRON
cana-277	122	18	of	of	ADP
cana-277	122	19	the	the	DET
cana-277	122	20	computational	computational	ADJ
cana-277	122	21	constraints	constraint	NOUN
cana-277	122	22	associated	associate	VERB
cana-277	122	23	with	with	ADP
cana-277	122	24	nonlinear	nonlinear	ADJ
cana-277	122	25	analysis	analysis	NOUN
cana-277	122	26	.	.	PUNCT
cana-277	123	1	nonlinear	nonlinear	ADJ
cana-277	123	2	optimisation	optimisation	NOUN
cana-277	123	3	in	in	ADP
cana-277	123	4	communication	communication	NOUN
cana-277	123	5	networks	network	NOUN
cana-277	123	6	is	be	AUX
cana-277	123	7	being	be	AUX
cana-277	123	8	streamlined	streamline	VERB
cana-277	123	9	and	and	CCONJ
cana-277	123	10	made	make	VERB
cana-277	123	11	more	more	ADV
cana-277	123	12	efficient	efficient	ADJ
cana-277	123	13	by	by	ADP
cana-277	123	14	the	the	DET
cana-277	123	15	integration	integration	NOUN
cana-277	123	16	of	of	ADP
cana-277	123	17	machine	machine	NOUN
cana-277	123	18	learning	learning	NOUN
cana-277	123	19	and	and	CCONJ
cana-277	123	20	artificial	artificial	ADJ
cana-277	123	21	intelligence	intelligence	NOUN
cana-277	123	22	approaches	approach	NOUN
cana-277	123	23	.	.	PUNCT
cana-277	124	1	these	these	DET
cana-277	124	2	technologies	technology	NOUN
cana-277	124	3	contribute	contribute	VERB
cana-277	124	4	to	to	ADP
cana-277	124	5	more	more	ADV
cana-277	124	6	flexible	flexible	ADJ
cana-277	124	7	and	and	CCONJ
cana-277	124	8	intelligent	intelligent	ADJ
cana-277	124	9	communication	communication	NOUN
cana-277	124	10	infrastructures	infrastructure	NOUN
cana-277	124	11	by	by	ADP
cana-277	124	12	helping	help	VERB
cana-277	124	13	to	to	PART
cana-277	124	14	recognise	recognise	VERB
cana-277	124	15	trends	trend	NOUN
cana-277	124	16	,	,	PUNCT
cana-277	124	17	optimise	optimise	ADJ
cana-277	124	18	parameters	parameter	NOUN
cana-277	124	19	,	,	PUNCT
cana-277	124	20	and	and	CCONJ
cana-277	124	21	forecast	forecast	NOUN
cana-277	124	22	system	system	NOUN
cana-277	124	23	behaviours	behaviour	NOUN
cana-277	124	24	.	.	PUNCT
cana-277	125	1	•	•	NUM
cana-277	125	2	prospective	prospective	ADJ
cana-277	125	3	advancements	advancement	NOUN
cana-277	125	4	and	and	CCONJ
cana-277	125	5	uses	use	VERB
cana-277	125	6	in	in	ADP
cana-277	125	7	communication	communication	NOUN
cana-277	125	8	systems	system	NOUN
cana-277	125	9	:	:	PUNCT
cana-277	125	10	nonlinear	nonlinear	ADJ
cana-277	125	11	optimisation	optimisation	NOUN
cana-277	125	12	in	in	ADP
cana-277	125	13	communication	communication	NOUN
cana-277	125	14	systems	system	NOUN
cana-277	125	15	has	have	VERB
cana-277	125	16	a	a	DET
cana-277	125	17	bright	bright	ADJ
cana-277	125	18	future	future	NOUN
cana-277	125	19	ahead	ahead	ADV
cana-277	125	20	of	of	ADP
cana-277	125	21	it	it	PRON
cana-277	125	22	.	.	PUNCT
cana-277	126	1	applications	application	NOUN
cana-277	126	2	include	include	VERB
cana-277	126	3	innovative	innovative	ADJ
cana-277	126	4	error	error	NOUN
cana-277	126	5	correction	correction	NOUN
cana-277	126	6	and	and	CCONJ
cana-277	126	7	coding	code	VERB
cana-277	126	8	techniques	technique	NOUN
cana-277	126	9	that	that	PRON
cana-277	126	10	take	take	VERB
cana-277	126	11	advantage	advantage	NOUN
cana-277	126	12	of	of	ADP
cana-277	126	13	nonlinear	nonlinear	ADJ
cana-277	126	14	features	feature	NOUN
cana-277	126	15	,	,	PUNCT
cana-277	126	16	as	as	ADV
cana-277	126	17	well	well	ADV
cana-277	126	18	as	as	ADP
cana-277	126	19	adaptive	adaptive	ADJ
cana-277	126	20	signal	signal	NOUN
cana-277	126	21	processing	processing	NOUN
cana-277	126	22	algorithms	algorithm	NOUN
cana-277	126	23	that	that	PRON
cana-277	126	24	can	can	AUX
cana-277	126	25	self	self	NOUN
cana-277	126	26	-	-	PUNCT
cana-277	126	27	regulate	regulate	VERB
cana-277	126	28	to	to	PART
cana-277	126	29	adapt	adapt	VERB
cana-277	126	30	to	to	ADP
cana-277	126	31	changing	change	VERB
cana-277	126	32	environmental	environmental	ADJ
cana-277	126	33	conditions	condition	NOUN
cana-277	126	34	.	.	PUNCT
cana-277	127	1	improved	improve	VERB
cana-277	127	2	spectrum	spectrum	NOUN
cana-277	127	3	efficiency	efficiency	NOUN
cana-277	127	4	through	through	ADP
cana-277	127	5	sophisticated	sophisticated	ADJ
cana-277	127	6	modulation	modulation	NOUN
cana-277	127	7	techniques	technique	NOUN
cana-277	127	8	,	,	PUNCT
cana-277	127	9	dynamic	dynamic	ADJ
cana-277	127	10	routing	routing	NOUN
cana-277	127	11	systems	system	NOUN
cana-277	127	12	that	that	PRON
cana-277	127	13	can	can	AUX
cana-277	127	14	self	self	NOUN
cana-277	127	15	-	-	PUNCT
cana-277	127	16	adjust	adjust	VERB
cana-277	127	17	,	,	PUNCT
cana-277	127	18	and	and	CCONJ
cana-277	127	19	more	more	ADV
cana-277	127	20	effective	effective	ADJ
cana-277	127	21	resource	resource	NOUN
cana-277	127	22	allocation	allocation	NOUN
cana-277	127	23	in	in	ADP
cana-277	127	24	wireless	wireless	ADJ
cana-277	127	25	networks	network	NOUN
cana-277	127	26	could	could	AUX
cana-277	127	27	all	all	PRON
cana-277	127	28	be	be	AUX
cana-277	127	29	made	make	VERB
cana-277	127	30	possible	possible	ADJ
cana-277	127	31	by	by	ADP
cana-277	127	32	nonlinear	nonlinear	ADJ
cana-277	127	33	optimisation	optimisation	NOUN
cana-277	127	34	.	.	PUNCT
cana-277	128	1	v.	v.	ADP
cana-277	128	2	conclusion	conclusion	NOUN
cana-277	128	3	this	this	DET
cana-277	128	4	investigation	investigation	NOUN
cana-277	128	5	has	have	AUX
cana-277	128	6	shown	show	VERB
cana-277	128	7	the	the	DET
cana-277	128	8	potential	potential	NOUN
cana-277	128	9	of	of	ADP
cana-277	128	10	nonlinear	nonlinear	ADJ
cana-277	128	11	optimisation	optimisation	NOUN
cana-277	128	12	in	in	ADP
cana-277	128	13	resolving	resolve	VERB
cana-277	128	14	issues	issue	NOUN
cana-277	128	15	with	with	ADP
cana-277	128	16	conventional	conventional	ADJ
cana-277	128	17	linear	linear	NOUN
cana-277	128	18	models	model	NOUN
cana-277	128	19	in	in	ADP
cana-277	128	20	addition	addition	NOUN
cana-277	128	21	to	to	ADP
cana-277	128	22	exposing	expose	VERB
cana-277	128	23	the	the	DET
cana-277	128	24	intricacies	intricacy	NOUN
cana-277	128	25	present	present	ADJ
cana-277	128	26	in	in	ADP
cana-277	128	27	contemporary	contemporary	ADJ
cana-277	128	28	communication	communication	NOUN
cana-277	128	29	paradigms	paradigm	VERB
cana-277	128	30	.	.	PUNCT
cana-277	129	1	this	this	DET
cana-277	129	2	voyage	voyage	NOUN
cana-277	129	3	has	have	AUX
cana-277	129	4	uncovered	uncover	VERB
cana-277	129	5	a	a	DET
cana-277	129	6	range	range	NOUN
cana-277	129	7	of	of	ADP
cana-277	129	8	benefits	benefit	NOUN
cana-277	129	9	by	by	ADP
cana-277	129	10	exploring	explore	VERB
cana-277	129	11	the	the	DET
cana-277	129	12	complex	complex	ADJ
cana-277	129	13	dynamics	dynamic	NOUN
cana-277	129	14	of	of	ADP
cana-277	129	15	nonlinear	nonlinear	ADJ
cana-277	129	16	systems	system	NOUN
cana-277	129	17	,	,	PUNCT
cana-277	129	18	such	such	ADJ
cana-277	129	19	as	as	ADP
cana-277	129	20	improved	improved	ADJ
cana-277	129	21	performance	performance	NOUN
cana-277	129	22	,	,	PUNCT
cana-277	129	23	dependability	dependability	NOUN
cana-277	129	24	,	,	PUNCT
cana-277	129	25	and	and	CCONJ
cana-277	129	26	flexibility	flexibility	NOUN
cana-277	129	27	.	.	PUNCT
cana-277	130	1	nonlinear	nonlinear	ADJ
cana-277	130	2	analysis	analysis	NOUN
cana-277	130	3	has	have	AUX
cana-277	130	4	been	be	AUX
cana-277	130	5	applied	apply	VERB
cana-277	130	6	to	to	PART
cana-277	130	7	effect	effect	VERB
cana-277	130	8	real	real	ADJ
cana-277	130	9	-	-	PUNCT
cana-277	130	10	world	world	NOUN
cana-277	130	11	circumstances	circumstance	NOUN
cana-277	130	12	in	in	ADP
cana-277	130	13	a	a	DET
cana-277	130	14	concrete	concrete	ADJ
cana-277	130	15	way	way	NOUN
cana-277	130	16	,	,	PUNCT
cana-277	130	17	going	go	VERB
cana-277	130	18	beyond	beyond	ADP
cana-277	130	19	theoretical	theoretical	ADJ
cana-277	130	20	frameworks	framework	NOUN
cana-277	130	21	.	.	PUNCT
cana-277	131	1	this	this	DET
cana-277	131	2	paradigm	paradigm	NOUN
cana-277	131	3	change	change	NOUN
cana-277	131	4	affects	affect	VERB
cana-277	131	5	many	many	ADJ
cana-277	131	6	different	different	ADJ
cana-277	131	7	areas	area	NOUN
cana-277	131	8	of	of	ADP
cana-277	131	9	communication	communication	NOUN
cana-277	131	10	systems	system	NOUN
cana-277	131	11	,	,	PUNCT
cana-277	131	12	including	include	VERB
cana-277	131	13	multi	multi	ADJ
cana-277	131	14	-	-	ADJ
cana-277	131	15	antenna	antenna	ADJ
cana-277	131	16	systems	system	NOUN
cana-277	131	17	,	,	PUNCT
cana-277	131	18	wireless	wireless	ADJ
cana-277	131	19	and	and	CCONJ
cana-277	131	20	optical	optical	ADJ
cana-277	131	21	communication	communication	NOUN
cana-277	131	22	,	,	PUNCT
cana-277	131	23	error	error	NOUN
cana-277	131	24	correcting	correct	VERB
cana-277	131	25	coding	coding	NOUN
cana-277	131	26	,	,	PUNCT
cana-277	131	27	and	and	CCONJ
cana-277	131	28	more	more	ADJ
cana-277	131	29	.	.	PUNCT
cana-277	132	1	most	most	ADV
cana-277	132	2	notably	notably	ADV
cana-277	132	3	,	,	PUNCT
cana-277	132	4	it	it	PRON
cana-277	132	5	has	have	AUX
cana-277	132	6	made	make	VERB
cana-277	132	7	it	it	PRON
cana-277	132	8	possible	possible	ADJ
cana-277	132	9	to	to	PART
cana-277	132	10	develop	develop	VERB
cana-277	132	11	reliable	reliable	ADJ
cana-277	132	12	error	error	NOUN
cana-277	132	13	correction	correction	NOUN
cana-277	132	14	plans	plan	NOUN
cana-277	132	15	,	,	PUNCT
cana-277	132	16	highly	highly	ADV
cana-277	132	17	effective	effective	ADJ
cana-277	132	18	signal	signal	ADJ
cana-277	132	19	processing	processing	NOUN
cana-277	132	20	algorithms	algorithm	NOUN
cana-277	132	21	,	,	PUNCT
cana-277	132	22	and	and	CCONJ
cana-277	132	23	adaptive	adaptive	ADJ
cana-277	132	24	modulation	modulation	NOUN
cana-277	132	25	methods	method	NOUN
cana-277	132	26	that	that	PRON
cana-277	132	27	can	can	AUX
cana-277	132	28	dynamically	dynamically	ADV
cana-277	132	29	adapt	adapt	VERB
cana-277	132	30	to	to	ADP
cana-277	132	31	shifting	shift	VERB
cana-277	132	32	network	network	NOUN
cana-277	132	33	conditions	condition	NOUN
cana-277	132	34	.	.	PUNCT
cana-277	133	1	there	there	PRON
cana-277	133	2	are	be	VERB
cana-277	133	3	still	still	ADV
cana-277	133	4	issues	issue	NOUN
cana-277	133	5	,	,	PUNCT
cana-277	133	6	particularly	particularly	ADV
cana-277	133	7	with	with	ADP
cana-277	133	8	real	real	ADJ
cana-277	133	9	-	-	PUNCT
cana-277	133	10	time	time	NOUN
cana-277	133	11	implementation	implementation	NOUN
cana-277	133	12	and	and	CCONJ
cana-277	133	13	computational	computational	ADJ
cana-277	133	14	complexity	complexity	NOUN
cana-277	133	15	.	.	PUNCT
cana-277	134	1	applied	apply	VERB
cana-277	134	2	nonlinear	nonlinear	ADJ
cana-277	134	3	analysis	analysis	NOUN
cana-277	134	4	in	in	ADP
cana-277	134	5	communication	communication	NOUN
cana-277	134	6	systems	system	NOUN
cana-277	134	7	,	,	PUNCT
cana-277	134	8	however	however	ADV
cana-277	134	9	,	,	PUNCT
cana-277	134	10	has	have	VERB
cana-277	134	11	a	a	DET
cana-277	134	12	bright	bright	ADJ
cana-277	134	13	future	future	NOUN
cana-277	134	14	.	.	PUNCT
cana-277	135	1	new	new	ADJ
cana-277	135	2	technologies	technology	NOUN
cana-277	135	3	,	,	PUNCT
cana-277	135	4	such	such	ADJ
cana-277	135	5	artificial	artificial	ADJ
cana-277	135	6	intelligence	intelligence	NOUN
cana-277	135	7	and	and	CCONJ
cana-277	135	8	machine	machine	NOUN
cana-277	135	9	learning	learning	NOUN
cana-277	135	10	,	,	PUNCT
cana-277	135	11	are	be	AUX
cana-277	135	12	on	on	ADP
cana-277	135	13	the	the	DET
cana-277	135	14	rise	rise	NOUN
cana-277	135	15	and	and	CCONJ
cana-277	135	16	have	have	VERB
cana-277	135	17	the	the	DET
cana-277	135	18	potential	potential	NOUN
cana-277	135	19	to	to	PART
cana-277	135	20	improve	improve	VERB
cana-277	135	21	and	and	CCONJ
cana-277	135	22	simplify	simplify	VERB
cana-277	135	23	nonlinear	nonlinear	ADJ
cana-277	135	24	optimisation	optimisation	NOUN
cana-277	135	25	.	.	PUNCT
cana-277	136	1	these	these	DET
cana-277	136	2	developments	development	NOUN
cana-277	136	3	portend	portend	VERB
cana-277	136	4	a	a	DET
cana-277	136	5	future	future	NOUN
cana-277	136	6	in	in	ADP
cana-277	136	7	which	which	PRON
cana-277	136	8	communication	communication	NOUN
cana-277	136	9	systems	system	NOUN
cana-277	136	10	develop	develop	VERB
cana-277	136	11	into	into	ADP
cana-277	136	12	sentient	sentient	NOUN
cana-277	136	13	,	,	PUNCT
cana-277	136	14	self	self	NOUN
cana-277	136	15	-	-	PUNCT
cana-277	136	16	adjusting	adjust	VERB
cana-277	136	17	machines	machine	NOUN
cana-277	136	18	that	that	PRON
cana-277	136	19	are	be	AUX
cana-277	136	20	always	always	ADV
cana-277	136	21	learning	learn	VERB
cana-277	136	22	and	and	CCONJ
cana-277	136	23	modifying	modify	VERB
cana-277	136	24	to	to	PART
cana-277	136	25	satisfy	satisfy	VERB
cana-277	136	26	the	the	DET
cana-277	136	27	needs	need	NOUN
cana-277	136	28	of	of	ADP
cana-277	136	29	a	a	DET
cana-277	136	30	world	world	NOUN
cana-277	136	31	that	that	PRON
cana-277	136	32	is	be	AUX
cana-277	136	33	becoming	become	VERB
cana-277	136	34	more	more	ADV
cana-277	136	35	and	and	CCONJ
cana-277	136	36	more	more	ADV
cana-277	136	37	interconnected	interconnected	ADJ
cana-277	136	38	.	.	PUNCT
cana-277	137	1	the	the	DET
cana-277	137	2	incorporation	incorporation	NOUN
cana-277	137	3	of	of	ADP
cana-277	137	4	applied	apply	VERB
cana-277	137	5	nonlinear	nonlinear	ADJ
cana-277	137	6	analytic	analytic	ADJ
cana-277	137	7	methods	method	NOUN
cana-277	137	8	signifies	signify	VERB
cana-277	137	9	a	a	DET
cana-277	137	10	change	change	NOUN
cana-277	137	11	towards	towards	ADP
cana-277	137	12	communication	communication	NOUN
cana-277	137	13	systems	system	NOUN
cana-277	137	14	that	that	PRON
cana-277	137	15	are	be	AUX
cana-277	137	16	more	more	ADV
cana-277	137	17	flexible	flexible	ADJ
cana-277	137	18	,	,	PUNCT
cana-277	137	19	effective	effective	ADJ
cana-277	137	20	,	,	PUNCT
cana-277	137	21	and	and	CCONJ
cana-277	137	22	reliable	reliable	ADJ
cana-277	137	23	.	.	PUNCT
cana-277	138	1	the	the	DET
cana-277	138	2	future	future	NOUN
cana-277	138	3	of	of	ADP
cana-277	138	4	communication	communication	NOUN
cana-277	138	5	systems	system	NOUN
cana-277	138	6	looks	look	VERB
cana-277	138	7	poised	poise	VERB
cana-277	138	8	for	for	ADP
cana-277	138	9	further	further	ADJ
cana-277	138	10	transformation	transformation	NOUN
cana-277	138	11	as	as	SCONJ
cana-277	138	12	difficulties	difficulty	NOUN
cana-277	138	13	are	be	AUX
cana-277	138	14	met	meet	VERB
cana-277	138	15	with	with	ADP
cana-277	138	16	technological	technological	ADJ
cana-277	138	17	improvements	improvement	NOUN
cana-277	138	18	and	and	CCONJ
cana-277	138	19	innovation	innovation	NOUN
cana-277	138	20	,	,	PUNCT
cana-277	138	21	promising	promise	VERB
cana-277	138	22	an	an	DET
cana-277	138	23	era	era	NOUN
cana-277	138	24	of	of	ADP
cana-277	138	25	intelligent	intelligent	ADJ
cana-277	138	26	,	,	PUNCT
cana-277	138	27	dynamic	dynamic	ADJ
cana-277	138	28	,	,	PUNCT
cana-277	138	29	and	and	CCONJ
cana-277	138	30	robust	robust	ADJ
cana-277	138	31	network	network	NOUN
cana-277	138	32	infrastructures	infrastructure	NOUN
cana-277	138	33	capable	capable	ADJ
cana-277	138	34	of	of	ADP
cana-277	138	35	fulfilling	fulfil	VERB
cana-277	138	36	the	the	DET
cana-277	138	37	ever	ever	ADV
cana-277	138	38	-	-	PUNCT
cana-277	138	39	increasing	increase	VERB
cana-277	138	40	needs	need	NOUN
cana-277	138	41	of	of	ADP
cana-277	138	42	modern	modern	ADJ
cana-277	138	43	communication	communication	NOUN
cana-277	138	44	.	.	PUNCT
cana-277	139	1	communications	communication	NOUN
cana-277	139	2	on	on	ADP
cana-277	139	3	applied	apply	VERB
cana-277	139	4	nonlinear	nonlinear	ADJ
cana-277	139	5	analysis	analysis	NOUN
cana-277	139	6	issn	issn	NOUN
cana-277	139	7	:	:	PUNCT
cana-277	139	8	1074	1074	NUM
cana-277	139	9	-	-	PUNCT
cana-277	139	10	133x	133x	NUM
cana-277	139	11	vol	vol	NOUN
cana-277	139	12	30	30	NUM
cana-277	139	13	no	no	NOUN
cana-277	139	14	.	.	NOUN
cana-277	139	15	3	3	NUM
cana-277	139	16	(	(	PUNCT
cana-277	139	17	2023	2023	NUM
cana-277	139	18	)	)	PUNCT
cana-277	140	1	44	44	NUM
cana-277	140	2	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-277	140	3	references	reference	NOUN
cana-277	140	4	[	[	X
cana-277	140	5	1	1	NUM
cana-277	140	6	]	]	X
cana-277	140	7	al	al	PROPN
cana-277	140	8	-	-	PUNCT
cana-277	140	9	shuka	shuka	NOUN
cana-277	140	10	,	,	PUNCT
cana-277	140	11	h.	h.	PROPN
cana-277	140	12	;	;	PUNCT
cana-277	140	13	corves	corve	NOUN
cana-277	140	14	,	,	PUNCT
cana-277	140	15	b.	b.	PROPN
cana-277	140	16	;	;	PUNCT
cana-277	140	17	zhu	zhu	PROPN
cana-277	140	18	,	,	PUNCT
cana-277	140	19	w.-h	w.-h	NOUN
cana-277	140	20	.	.	PUNCT
cana-277	141	1	dynamics	dynamic	NOUN
cana-277	141	2	of	of	ADP
cana-277	141	3	biped	biped	ADJ
cana-277	141	4	robots	robot	NOUN
cana-277	141	5	during	during	ADP
cana-277	141	6	a	a	DET
cana-277	141	7	complete	complete	ADJ
cana-277	141	8	gait	gait	NOUN
cana-277	141	9	cycle	cycle	NOUN
cana-277	141	10	:	:	PUNCT
cana-277	141	11	euler	euler	NOUN
cana-277	141	12	-	-	PUNCT
cana-277	141	13	lagrange	lagrange	PROPN
cana-277	141	14	vs.	vs.	ADP
cana-277	141	15	newton	newton	PROPN
cana-277	141	16	-	-	PUNCT
cana-277	141	17	euler	euler	NOUN
cana-277	141	18	formulations	formulation	NOUN
cana-277	141	19	;	;	PUNCT
cana-277	141	20	hal-01926090	hal-01926090	NOUN
cana-277	141	21	;	;	PUNCT
cana-277	141	22	school	school	NOUN
cana-277	141	23	of	of	ADP
cana-277	141	24	control	control	NOUN
cana-277	141	25	science	science	NOUN
cana-277	141	26	and	and	CCONJ
cana-277	141	27	engineering	engineering	NOUN
cana-277	141	28	,	,	PUNCT
cana-277	141	29	shandong	shandong	PROPN
cana-277	141	30	university	university	PROPN
cana-277	141	31	:	:	PUNCT
cana-277	141	32	jinan	jinan	PROPN
cana-277	141	33	,	,	PUNCT
cana-277	141	34	china	china	PROPN
cana-277	141	35	,	,	PUNCT
cana-277	141	36	2019	2019	NUM
cana-277	141	37	.	.	PUNCT
cana-277	142	1	[	[	X
cana-277	142	2	2	2	NUM
cana-277	142	3	]	]	PUNCT
cana-277	142	4	zielke	zielke	PROPN
cana-277	142	5	,	,	PUNCT
cana-277	142	6	w.	w.	PROPN
cana-277	142	7	a	a	DET
cana-277	142	8	nonlinear	nonlinear	ADJ
cana-277	142	9	system	system	NOUN
cana-277	142	10	of	of	ADP
cana-277	142	11	euler	euler	PROPN
cana-277	142	12	–	–	PUNCT
cana-277	142	13	lagrange	lagrange	NOUN
cana-277	142	14	equations	equation	NOUN
cana-277	142	15	.	.	PUNCT
cana-277	143	1	reduction	reduction	NOUN
cana-277	143	2	to	to	ADP
cana-277	143	3	the	the	DET
cana-277	143	4	korteweg	korteweg	NOUN
cana-277	143	5	–	–	PUNCT
cana-277	143	6	de	de	PROPN
cana-277	143	7	vries	vries	NOUN
cana-277	143	8	equation	equation	NOUN
cana-277	143	9	and	and	CCONJ
cana-277	143	10	periodic	periodic	ADJ
cana-277	143	11	solutions	solution	NOUN
cana-277	143	12	.	.	PUNCT
cana-277	144	1	j.	j.	PROPN
cana-277	144	2	math	math	PROPN
cana-277	144	3	.	.	PUNCT
cana-277	145	1	phys	phy	NOUN
cana-277	145	2	.	.	PUNCT
cana-277	146	1	1975	1975	NUM
cana-277	146	2	,	,	PUNCT
cana-277	146	3	16	16	NUM
cana-277	146	4	,	,	PUNCT
cana-277	146	5	1573–1579	1573–1579	NUM
cana-277	146	6	.	.	PUNCT
cana-277	147	1	[	[	X
cana-277	147	2	3	3	NUM
cana-277	147	3	]	]	X
cana-277	147	4	das	das	PROPN
cana-277	147	5	,	,	PUNCT
cana-277	147	6	s.	s.	PROPN
cana-277	147	7	;	;	PUNCT
cana-277	147	8	das	das	PROPN
cana-277	147	9	,	,	PUNCT
cana-277	147	10	d.n	d.n	PROPN
cana-277	147	11	.	.	PROPN
cana-277	147	12	;	;	PUNCT
cana-277	147	13	neogi	neogi	PROPN
cana-277	147	14	,	,	PUNCT
cana-277	147	15	b.	b.	PROPN
cana-277	147	16	lower	low	ADJ
cana-277	147	17	limb	limb	PROPN
cana-277	147	18	movement	movement	NOUN
cana-277	147	19	analysis	analysis	NOUN
cana-277	147	20	for	for	ADP
cana-277	147	21	exoskeleton	exoskeleton	NOUN
cana-277	147	22	design	design	NOUN
cana-277	147	23	.	.	PUNCT
cana-277	148	1	in	in	ADP
cana-277	148	2	proceedings	proceeding	NOUN
cana-277	148	3	of	of	ADP
cana-277	148	4	the	the	DET
cana-277	148	5	ieee	ieee	NOUN
cana-277	148	6	tensymp	tensymp	NOUN
cana-277	148	7	2019	2019	NUM
cana-277	148	8	,	,	PUNCT
cana-277	148	9	ieee	ieee	NOUN
cana-277	148	10	region	region	NOUN
cana-277	148	11	10	10	NUM
cana-277	148	12	symposium	symposium	NOUN
cana-277	148	13	;	;	PUNCT
cana-277	148	14	symposium	symposium	NOUN
cana-277	148	15	theme	theme	NOUN
cana-277	148	16	:	:	PUNCT
cana-277	148	17	technological	technological	ADJ
cana-277	148	18	innovation	innovation	NOUN
cana-277	148	19	for	for	ADP
cana-277	148	20	humanity	humanity	NOUN
cana-277	148	21	,	,	PUNCT
cana-277	148	22	kolkata	kolkata	PROPN
cana-277	148	23	,	,	PUNCT
cana-277	148	24	india	india	PROPN
cana-277	148	25	,	,	PUNCT
cana-277	148	26	7–9	7–9	PROPN
cana-277	148	27	june	june	PROPN
cana-277	148	28	2019	2019	NUM
cana-277	148	29	.	.	PUNCT
cana-277	149	1	[	[	X
cana-277	149	2	4	4	NUM
cana-277	149	3	]	]	X
cana-277	149	4	aguiar	aguiar	PROPN
cana-277	149	5	,	,	PUNCT
cana-277	149	6	a.p	a.p	PROPN
cana-277	149	7	.	.	PROPN
cana-277	149	8	nonlinear	nonlinear	PROPN
cana-277	149	9	systems	system	NOUN
cana-277	149	10	;	;	PUNCT
cana-277	149	11	ist	ist	ADJ
cana-277	149	12	-	-	PUNCT
cana-277	149	13	deec	deec	ADJ
cana-277	149	14	phd	phd	NOUN
cana-277	149	15	course	course	NOUN
cana-277	149	16	;	;	PUNCT
cana-277	149	17	institute	institute	NOUN
cana-277	149	18	for	for	ADP
cana-277	149	19	systems	system	NOUN
cana-277	149	20	and	and	CCONJ
cana-277	149	21	robotics	robotic	NOUN
cana-277	149	22	:	:	PUNCT
cana-277	149	23	lisboa	lisboa	PROPN
cana-277	149	24	,	,	PUNCT
cana-277	149	25	portugal	portugal	PROPN
cana-277	149	26	,	,	PUNCT
cana-277	149	27	2011	2011	NUM
cana-277	149	28	.	.	PUNCT
cana-277	150	1	[	[	X
cana-277	150	2	5	5	NUM
cana-277	150	3	]	]	X
cana-277	150	4	wang	wang	PROPN
cana-277	150	5	,	,	PUNCT
cana-277	150	6	l.	l.	PROPN
cana-277	150	7	;	;	PUNCT
cana-277	150	8	chen	chen	PROPN
cana-277	150	9	,	,	PUNCT
cana-277	150	10	c.	c.	PROPN
cana-277	150	11	;	;	PUNCT
cana-277	150	12	dong	dong	PROPN
cana-277	150	13	,	,	PUNCT
cana-277	150	14	w.	w.	PROPN
cana-277	150	15	;	;	PUNCT
cana-277	150	16	wang	wang	PROPN
cana-277	150	17	,	,	PUNCT
cana-277	150	18	l.	l.	PROPN
cana-277	150	19	;	;	PUNCT
cana-277	150	20	chen	chen	PROPN
cana-277	150	21	,	,	PUNCT
cana-277	150	22	c.	c.	PROPN
cana-277	150	23	;	;	PUNCT
cana-277	150	24	dong	dong	PROPN
cana-277	150	25	,	,	PUNCT
cana-277	150	26	w.	w.	PROPN
cana-277	150	27	;	;	PUNCT
cana-277	150	28	du	du	PROPN
cana-277	150	29	,	,	PUNCT
cana-277	150	30	z.	z.	PROPN
cana-277	150	31	;	;	PUNCT
cana-277	150	32	shen	shen	PROPN
cana-277	150	33	,	,	PUNCT
cana-277	150	34	y.	y.	PROPN
cana-277	150	35	;	;	PUNCT
cana-277	150	36	zhao	zhao	PROPN
cana-277	150	37	,	,	PUNCT
cana-277	150	38	g.	g.	PROPN
cana-277	150	39	locomotion	locomotion	PROPN
cana-277	150	40	stability	stability	NOUN
cana-277	150	41	analysis	analysis	NOUN
cana-277	150	42	of	of	ADP
cana-277	150	43	lower	low	ADJ
cana-277	150	44	extremity	extremity	NOUN
cana-277	150	45	augmentation	augmentation	NOUN
cana-277	150	46	device	device	NOUN
cana-277	150	47	.	.	PUNCT
cana-277	151	1	j	j	PROPN
cana-277	151	2	bionic	bionic	PROPN
cana-277	151	3	eng	eng	PROPN
cana-277	151	4	.	.	PROPN
cana-277	151	5	2009	2009	NUM
cana-277	151	6	,	,	PUNCT
cana-277	151	7	16	16	NUM
cana-277	151	8	,	,	PUNCT
cana-277	151	9	99–114	99–114	AUX
cana-277	151	10	.	.	PUNCT
cana-277	152	1	[	[	X
cana-277	152	2	6	6	NUM
cana-277	152	3	]	]	PUNCT
cana-277	152	4	bouzaouache	bouzaouache	NOUN
cana-277	152	5	,	,	PUNCT
cana-277	152	6	h.	h.	PROPN
cana-277	152	7	;	;	PUNCT
cana-277	152	8	braiek	braiek	PROPN
cana-277	152	9	,	,	PUNCT
cana-277	152	10	n.b	n.b	PROPN
cana-277	152	11	.	.	PROPN
cana-277	152	12	on	on	ADP
cana-277	152	13	the	the	DET
cana-277	152	14	stability	stability	NOUN
cana-277	152	15	analysis	analysis	NOUN
cana-277	152	16	of	of	ADP
cana-277	152	17	nonlinear	nonlinear	ADJ
cana-277	152	18	systems	system	NOUN
cana-277	152	19	using	use	VERB
cana-277	152	20	polynomial	polynomial	ADJ
cana-277	152	21	lyapunov	lyapunov	ADJ
cana-277	152	22	functions	function	NOUN
cana-277	152	23	.	.	PUNCT
cana-277	153	1	math	math	NOUN
cana-277	153	2	.	.	PUNCT
cana-277	154	1	comput	comput	NOUN
cana-277	154	2	.	.	PUNCT
cana-277	155	1	simul	simul	PROPN
cana-277	155	2	.	.	PROPN
cana-277	155	3	2008	2008	NUM
cana-277	155	4	,	,	PUNCT
cana-277	155	5	76	76	NUM
cana-277	155	6	,	,	PUNCT
cana-277	155	7	316–329	316–329	NUM
cana-277	155	8	.	.	PUNCT
cana-277	156	1	[	[	X
cana-277	156	2	7	7	NUM
cana-277	156	3	]	]	X
cana-277	156	4	chen	chen	PROPN
cana-277	156	5	,	,	PUNCT
cana-277	156	6	g.	g.	PROPN
cana-277	156	7	stability	stability	NOUN
cana-277	156	8	of	of	ADP
cana-277	156	9	nonlinear	nonlinear	ADJ
cana-277	156	10	systems	system	NOUN
cana-277	156	11	.	.	PUNCT
cana-277	157	1	in	in	ADP
cana-277	157	2	encyclopedia	encyclopedia	NOUN
cana-277	157	3	of	of	ADP
cana-277	157	4	rf	rf	ADJ
cana-277	157	5	and	and	CCONJ
cana-277	157	6	microwave	microwave	NOUN
cana-277	157	7	engineering	engineering	NOUN
cana-277	157	8	;	;	PUNCT
cana-277	157	9	wiley	wiley	PROPN
cana-277	157	10	:	:	PUNCT
cana-277	157	11	new	new	PROPN
cana-277	157	12	york	york	PROPN
cana-277	157	13	,	,	PUNCT
cana-277	157	14	ny	ny	PROPN
cana-277	157	15	,	,	PUNCT
cana-277	157	16	usa	usa	PROPN
cana-277	157	17	,	,	PUNCT
cana-277	157	18	2004	2004	NUM
cana-277	157	19	;	;	PUNCT
cana-277	157	20	pp	pp	PROPN
cana-277	157	21	.	.	PUNCT
cana-277	158	1	4881–4896	4881–4896	NUM
cana-277	158	2	.	.	PUNCT
cana-277	159	1	[	[	X
cana-277	159	2	8	8	NUM
cana-277	159	3	]	]	PUNCT
cana-277	159	4	rodríguez	rodríguez	NOUN
cana-277	159	5	-	-	PUNCT
cana-277	159	6	licea	licea	VERB
cana-277	159	7	,	,	PUNCT
cana-277	159	8	m.-a	m.-a	NOUN
cana-277	159	9	.	.	PUNCT
cana-277	159	10	;	;	PUNCT
cana-277	159	11	perez	perez	PROPN
cana-277	159	12	-	-	PUNCT
cana-277	159	13	pinal	pinal	PROPN
cana-277	159	14	,	,	PUNCT
cana-277	159	15	f.-j	f.-j	PROPN
cana-277	159	16	.	.	PUNCT
cana-277	159	17	;	;	PUNCT
cana-277	159	18	nuñez	nuñez	PROPN
cana-277	159	19	-	-	PUNCT
cana-277	159	20	pérez	pérez	NOUN
cana-277	159	21	,	,	PUNCT
cana-277	159	22	j.-c	j.-c	PROPN
cana-277	159	23	.	.	PUNCT
cana-277	159	24	;	;	PUNCT
cana-277	159	25	sandoval	sandoval	NOUN
cana-277	159	26	-	-	PUNCT
cana-277	159	27	ibarra	ibarra	PROPN
cana-277	159	28	,	,	PUNCT
cana-277	159	29	y.	y.	NOUN
cana-277	159	30	on	on	ADP
cana-277	159	31	the	the	DET
cana-277	159	32	n	n	ADV
cana-277	159	33	-	-	PUNCT
cana-277	159	34	dimensional	dimensional	ADJ
cana-277	159	35	phase	phase	NOUN
cana-277	159	36	portraits	portrait	NOUN
cana-277	159	37	.	.	PUNCT
cana-277	160	1	appl	appl	PROPN
cana-277	160	2	.	.	PUNCT
cana-277	161	1	sci	sci	PROPN
cana-277	161	2	.	.	PROPN
cana-277	161	3	2019	2019	NUM
cana-277	161	4	,	,	PUNCT
cana-277	161	5	9	9	NUM
cana-277	161	6	,	,	PUNCT
cana-277	161	7	872	872	NUM
cana-277	161	8	.	.	PUNCT
cana-277	162	1	[	[	X
cana-277	162	2	9	9	NUM
cana-277	162	3	]	]	PUNCT
cana-277	162	4	hooshmandi	hooshmandi	VERB
cana-277	162	5	,	,	PUNCT
cana-277	162	6	k.	k.	PROPN
cana-277	162	7	;	;	PUNCT
cana-277	162	8	bayat	bayat	PROPN
cana-277	162	9	,	,	PUNCT
cana-277	162	10	f.	f.	PROPN
cana-277	162	11	;	;	PUNCT
cana-277	162	12	jahed	jahe	VERB
cana-277	162	13	-	-	PUNCT
cana-277	162	14	motlagh	motlagh	ADJ
cana-277	162	15	,	,	PUNCT
cana-277	162	16	m.r	m.r	PROPN
cana-277	162	17	.	.	PROPN
cana-277	162	18	;	;	PUNCT
cana-277	162	19	jalali	jalali	PROPN
cana-277	162	20	,	,	PUNCT
cana-277	162	21	a.a	a.a	PROPN
cana-277	162	22	.	.	PROPN
cana-277	162	23	stability	stability	NOUN
cana-277	162	24	analysis	analysis	NOUN
cana-277	162	25	and	and	CCONJ
cana-277	162	26	design	design	NOUN
cana-277	162	27	of	of	ADP
cana-277	162	28	nonlinear	nonlinear	ADJ
cana-277	162	29	sampled	sample	VERB
cana-277	162	30	-	-	PUNCT
cana-277	162	31	data	datum	NOUN
cana-277	162	32	systems	system	NOUN
cana-277	162	33	under	under	ADP
cana-277	162	34	aperiodic	aperiodic	ADJ
cana-277	162	35	samplings	sampling	NOUN
cana-277	162	36	.	.	PUNCT
cana-277	163	1	int	int	NOUN
cana-277	163	2	.	.	PUNCT
cana-277	164	1	j.	j.	PROPN
cana-277	164	2	robust	robust	ADJ
cana-277	164	3	nonlinear	nonlinear	ADJ
cana-277	164	4	control	control	NOUN
cana-277	164	5	2018	2018	NUM
cana-277	164	6	,	,	PUNCT
cana-277	164	7	10	10	NUM
cana-277	164	8	,	,	PUNCT
cana-277	164	9	2679–2699	2679–2699	NUM
cana-277	164	10	.	.	PUNCT
cana-277	165	1	[	[	X
cana-277	165	2	10	10	NUM
cana-277	165	3	]	]	X
cana-277	165	4	behera	behera	PROPN
cana-277	165	5	,	,	PUNCT
cana-277	165	6	l.	l.	PROPN
cana-277	165	7	nonlinear	nonlinear	PROPN
cana-277	165	8	system	system	NOUN
cana-277	165	9	analysis	analysis	NOUN
cana-277	165	10	—	—	PUNCT
cana-277	165	11	lyapunov	lyapunov	NOUN
cana-277	165	12	based	base	VERB
cana-277	165	13	approach	approach	NOUN
cana-277	165	14	;	;	PUNCT
cana-277	165	15	intelligent	intelligent	ADJ
cana-277	165	16	control	control	NOUN
cana-277	165	17	lecture	lecture	NOUN
cana-277	165	18	series	series	NOUN
cana-277	165	19	;	;	PUNCT
cana-277	165	20	crc	crc	PROPN
cana-277	165	21	press	press	PROPN
cana-277	165	22	:	:	PUNCT
cana-277	165	23	boca	boca	PROPN
cana-277	165	24	raton	raton	PROPN
cana-277	165	25	,	,	PUNCT
cana-277	165	26	fl	fl	PROPN
cana-277	165	27	,	,	PUNCT
cana-277	165	28	usa	usa	PROPN
cana-277	165	29	,	,	PUNCT
cana-277	165	30	2003	2003	NUM
cana-277	165	31	.	.	PUNCT
cana-277	166	1	[	[	X
cana-277	166	2	11	11	NUM
cana-277	166	3	]	]	PUNCT
cana-277	166	4	saheya	saheya	NOUN
cana-277	166	5	,	,	PUNCT
cana-277	166	6	b.	b.	PROPN
cana-277	166	7	;	;	PUNCT
cana-277	166	8	chen	chen	PROPN
cana-277	166	9	,	,	PUNCT
cana-277	166	10	g.q	g.q	PROPN
cana-277	166	11	.	.	PROPN
cana-277	166	12	;	;	PUNCT
cana-277	166	13	sui	sui	PROPN
cana-277	166	14	,	,	PUNCT
cana-277	166	15	y.k	y.k	PROPN
cana-277	166	16	.	.	PROPN
cana-277	166	17	;	;	PUNCT
cana-277	166	18	wu	wu	PROPN
cana-277	166	19	,	,	PUNCT
cana-277	166	20	c.y	c.y	PROPN
cana-277	166	21	.	.	PROPN
cana-277	166	22	a	a	DET
cana-277	166	23	new	new	ADJ
cana-277	166	24	newton	newton	PROPN
cana-277	166	25	-	-	PUNCT
cana-277	166	26	like	like	ADJ
cana-277	166	27	method	method	NOUN
cana-277	166	28	for	for	ADP
cana-277	166	29	solving	solve	VERB
cana-277	166	30	nonlinear	nonlinear	ADJ
cana-277	166	31	equations	equation	NOUN
cana-277	166	32	.	.	PUNCT
cana-277	167	1	springerplus	springerplus	PROPN
cana-277	167	2	2016	2016	NUM
cana-277	167	3	,	,	PUNCT
cana-277	167	4	5	5	NUM
cana-277	167	5	,	,	PUNCT
cana-277	167	6	1269	1269	NUM
cana-277	167	7	.	.	PUNCT
cana-277	168	1	[	[	X
cana-277	168	2	12	12	NUM
cana-277	168	3	]	]	SYM
cana-277	168	4	gyztopoulus	gyztopoulus	NOUN
cana-277	168	5	,	,	PUNCT
cana-277	168	6	e.p	e.p	PROPN
cana-277	168	7	.	.	PROPN
cana-277	168	8	stability	stability	NOUN
cana-277	168	9	criteria	criterion	NOUN
cana-277	168	10	for	for	ADP
cana-277	168	11	a	a	DET
cana-277	168	12	class	class	NOUN
cana-277	168	13	of	of	ADP
cana-277	168	14	nonlinear	nonlinear	ADJ
cana-277	168	15	systems	system	NOUN
cana-277	168	16	.	.	PUNCT
cana-277	169	1	inf	inf	PROPN
cana-277	169	2	.	.	PUNCT
cana-277	169	3	control	control	PROPN
cana-277	169	4	1963	1963	NUM
cana-277	169	5	,	,	PUNCT
cana-277	169	6	6	6	NUM
cana-277	169	7	,	,	PUNCT
cana-277	169	8	276–296	276–296	NUM
cana-277	169	9	.	.	PUNCT
cana-277	170	1	[	[	X
cana-277	170	2	13	13	NUM
cana-277	170	3	]	]	SYM
cana-277	170	4	ajayi	ajayi	NOUN
cana-277	170	5	,	,	PUNCT
cana-277	170	6	m.o	m.o	PROPN
cana-277	170	7	.	.	PROPN
cana-277	170	8	modelling	modelling	NOUN
cana-277	170	9	and	and	CCONJ
cana-277	170	10	control	control	NOUN
cana-277	170	11	of	of	ADP
cana-277	170	12	actuated	actuate	VERB
cana-277	170	13	lower	low	ADJ
cana-277	170	14	limb	limb	NOUN
cana-277	170	15	exoskeletons	exoskeleton	NOUN
cana-277	170	16	:	:	PUNCT
cana-277	170	17	a	a	DET
cana-277	170	18	mathematical	mathematical	ADJ
cana-277	170	19	application	application	NOUN
cana-277	170	20	using	use	VERB
cana-277	170	21	central	central	ADJ
cana-277	170	22	pattern	pattern	NOUN
cana-277	170	23	generators	generator	NOUN
cana-277	170	24	and	and	CCONJ
cana-277	170	25	nonlinear	nonlinear	ADJ
cana-277	170	26	feedback	feedback	NOUN
cana-277	170	27	control	control	NOUN
cana-277	170	28	techniques	technique	NOUN
cana-277	170	29	;	;	PUNCT
cana-277	170	30	hal	hal	PROPN
cana-277	170	31	archives	archive	NOUN
cana-277	170	32	;	;	PUNCT
cana-277	170	33	tshwane	tshwane	NOUN
cana-277	170	34	university	university	NOUN
cana-277	170	35	of	of	ADP
cana-277	170	36	technology	technology	PROPN
cana-277	170	37	:	:	PUNCT
cana-277	170	38	pretoria	pretoria	PROPN
cana-277	170	39	,	,	PUNCT
cana-277	170	40	south	south	PROPN
cana-277	170	41	africa	africa	PROPN
cana-277	170	42	,	,	PUNCT
cana-277	170	43	2016	2016	NUM
cana-277	170	44	.	.	PUNCT
cana-277	171	1	[	[	X
cana-277	171	2	14	14	NUM
cana-277	171	3	]	]	X
cana-277	171	4	liu	liu	PROPN
cana-277	171	5	,	,	PUNCT
cana-277	171	6	z.	z.	PROPN
cana-277	171	7	;	;	PUNCT
cana-277	171	8	huang	huang	PROPN
cana-277	171	9	,	,	PUNCT
cana-277	171	10	d.	d.	PROPN
cana-277	171	11	;	;	PUNCT
cana-277	171	12	xing	xing	PROPN
cana-277	171	13	,	,	PUNCT
cana-277	171	14	y.	y.	PROPN
cana-277	171	15	;	;	PUNCT
cana-277	171	16	zhang	zhang	PROPN
cana-277	171	17	,	,	PUNCT
cana-277	171	18	c.	c.	PROPN
cana-277	171	19	;	;	PUNCT
cana-277	171	20	wu	wu	PROPN
cana-277	171	21	,	,	PUNCT
cana-277	171	22	z.	z.	PROPN
cana-277	171	23	;	;	PUNCT
cana-277	171	24	ji	ji	PROPN
cana-277	171	25	,	,	PUNCT
cana-277	171	26	x.	x.	NOUN
cana-277	171	27	new	new	ADJ
cana-277	171	28	trends	trend	NOUN
cana-277	171	29	in	in	ADP
cana-277	171	30	nonlinear	nonlinear	ADJ
cana-277	171	31	control	control	NOUN
cana-277	171	32	systems	system	NOUN
cana-277	171	33	and	and	CCONJ
cana-277	171	34	applications	application	NOUN
cana-277	171	35	.	.	PUNCT
cana-277	172	1	abstr	abstr	PROPN
cana-277	172	2	.	.	PUNCT
cana-277	172	3	appl	appl	PROPN
cana-277	172	4	.	.	PUNCT
cana-277	173	1	anal	anal	PROPN
cana-277	173	2	.	.	PUNCT
cana-277	174	1	2015	2015	NUM
cana-277	174	2	,	,	PUNCT
cana-277	174	3	2015	2015	NUM
cana-277	174	4	.	.	PUNCT
cana-277	175	1	[	[	X
cana-277	175	2	15	15	NUM
cana-277	175	3	]	]	X
cana-277	175	4	packard	packard	NOUN
cana-277	175	5	,	,	PUNCT
cana-277	175	6	a.	a.	NOUN
cana-277	175	7	;	;	PUNCT
cana-277	175	8	poola	poola	PROPN
cana-277	175	9	,	,	PUNCT
cana-277	175	10	k.	k.	PROPN
cana-277	175	11	;	;	PUNCT
cana-277	175	12	horowitz	horowitz	PROPN
cana-277	175	13	,	,	PUNCT
cana-277	175	14	r.	r.	PROPN
cana-277	175	15	jacobian	jacobian	PROPN
cana-277	175	16	linearizations	linearizations	PROPN
cana-277	175	17	,	,	PUNCT
cana-277	175	18	equilibrium	equilibrium	NOUN
cana-277	175	19	points	point	NOUN
cana-277	175	20	.	.	PUNCT
cana-277	176	1	in	in	ADP
cana-277	176	2	dynamic	dynamic	ADJ
cana-277	176	3	systems	system	NOUN
cana-277	176	4	and	and	CCONJ
cana-277	176	5	feedback	feedback	NOUN
cana-277	176	6	;	;	PUNCT
cana-277	176	7	university	university	NOUN
cana-277	176	8	of	of	ADP
cana-277	176	9	california	california	PROPN
cana-277	176	10	:	:	PUNCT
cana-277	176	11	berkeley	berkeley	PROPN
cana-277	176	12	,	,	PUNCT
cana-277	176	13	ca	ca	PROPN
cana-277	176	14	,	,	PUNCT
cana-277	176	15	usa	usa	PROPN
cana-277	176	16	,	,	PUNCT
cana-277	176	17	2002	2002	NUM
cana-277	176	18	.	.	PUNCT
cana-277	177	1	[	[	X
cana-277	177	2	16	16	NUM
cana-277	177	3	]	]	X
cana-277	177	4	yunping	yunping	PROPN
cana-277	177	5	,	,	PUNCT
cana-277	177	6	l.	l.	PROPN
cana-277	177	7	;	;	PUNCT
cana-277	177	8	lipeng	lipeng	PROPN
cana-277	177	9	,	,	PUNCT
cana-277	177	10	w.	w.	PROPN
cana-277	177	11	;	;	PUNCT
cana-277	177	12	ping	ping	NOUN
cana-277	177	13	,	,	PUNCT
cana-277	177	14	m.	m.	NOUN
cana-277	177	15	;	;	PUNCT
cana-277	177	16	kai	kai	PROPN
cana-277	177	17	,	,	PUNCT
cana-277	177	18	h.	h.	PROPN
cana-277	177	19	stability	stability	PROPN
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cana-277	177	21	of	of	ADP
cana-277	177	22	bipedal	bipedal	ADJ
cana-277	177	23	robots	robot	NOUN
cana-277	177	24	using	use	VERB
cana-277	177	25	the	the	DET
cana-277	177	26	concept	concept	NOUN
cana-277	177	27	of	of	ADP
cana-277	177	28	lyapunov	lyapunov	ADJ
cana-277	177	29	exponents	exponent	NOUN
cana-277	177	30	.	.	PUNCT
cana-277	178	1	math	math	NOUN
cana-277	178	2	.	.	PUNCT
cana-277	179	1	probl	probl	PROPN
cana-277	179	2	.	.	PUNCT
cana-277	180	1	eng	eng	PROPN
cana-277	180	2	.	.	PROPN
cana-277	180	3	2003	2003	NUM
cana-277	180	4	,	,	PUNCT
cana-277	180	5	2013	2013	NUM
cana-277	180	6	,	,	PUNCT
cana-277	180	7	546520	546520	NUM
cana-277	180	8	.	.	PUNCT
cana-277	181	1	[	[	X
cana-277	181	2	17	17	NUM
cana-277	181	3	]	]	SYM
cana-277	181	4	ku	ku	PROPN
cana-277	181	5	,	,	PUNCT
cana-277	181	6	y.h	y.h	PROPN
cana-277	181	7	.	.	PROPN
cana-277	181	8	;	;	PUNCT
cana-277	181	9	chen	chen	PROPN
cana-277	181	10	,	,	PUNCT
cana-277	181	11	c.f	c.f	PROPN
cana-277	181	12	.	.	PROPN
cana-277	181	13	a	a	DET
cana-277	181	14	new	new	ADJ
cana-277	181	15	method	method	NOUN
cana-277	181	16	for	for	ADP
cana-277	181	17	evaluating	evaluate	VERB
cana-277	181	18	the	the	DET
cana-277	181	19	describing	describe	VERB
cana-277	181	20	function	function	NOUN
cana-277	181	21	of	of	ADP
cana-277	181	22	hysteresis	hysteresis	NOUN
cana-277	181	23	-	-	PUNCT
cana-277	181	24	type	type	NOUN
cana-277	181	25	nonlinearities	nonlinearitie	NOUN
cana-277	181	26	.	.	PUNCT
cana-277	182	1	j.	j.	PROPN
cana-277	182	2	frankl	frankl	PROPN
cana-277	182	3	.	.	PUNCT
cana-277	182	4	inst	inst	PROPN
cana-277	182	5	.	.	PROPN
cana-277	182	6	1962	1962	NUM
cana-277	182	7	,	,	PUNCT
cana-277	182	8	273	273	NUM
cana-277	182	9	,	,	PUNCT
cana-277	182	10	226–241	226–241	NUM
cana-277	182	11	.	.	PUNCT
cana-277	183	1	[	[	X
cana-277	183	2	google	google	NOUN
cana-277	183	3	scholar	scholar	NOUN
cana-277	183	4	]	]	PUNCT
cana-277	184	1	[	[	X
cana-277	184	2	crossref	crossref	X
cana-277	184	3	]	]	X
cana-277	184	4	[	[	X
cana-277	184	5	18	18	NUM
cana-277	184	6	]	]	PUNCT
cana-277	184	7	úředníček	úředníček	NOUN
cana-277	184	8	,	,	PUNCT
cana-277	184	9	z.	z.	PROPN
cana-277	184	10	describing	describing	NOUN
cana-277	184	11	functions	function	NOUN
cana-277	184	12	and	and	CCONJ
cana-277	184	13	prediction	prediction	NOUN
cana-277	184	14	of	of	ADP
cana-277	184	15	limit	limit	NOUN
cana-277	184	16	cycles	cycle	NOUN
cana-277	184	17	.	.	PUNCT
cana-277	185	1	wseas	wseas	PROPN
cana-277	185	2	trans	trans	PROPN
cana-277	185	3	.	.	PUNCT
cana-277	186	1	syst	syst	PROPN
cana-277	186	2	.	.	PUNCT
cana-277	187	1	control	control	PROPN
cana-277	187	2	2018	2018	NUM
cana-277	187	3	,	,	PUNCT
cana-277	187	4	13	13	NUM
cana-277	187	5	,	,	PUNCT
cana-277	187	6	432–446	432–446	NUM
cana-277	187	7	.	.	PUNCT
cana-277	188	1	communications	communication	NOUN
cana-277	188	2	on	on	ADP
cana-277	188	3	applied	apply	VERB
cana-277	188	4	nonlinear	nonlinear	ADJ
cana-277	188	5	analysis	analysis	NOUN
cana-277	188	6	issn	issn	NOUN
cana-277	188	7	:	:	PUNCT
cana-277	188	8	1074	1074	NUM
cana-277	188	9	-	-	PUNCT
cana-277	188	10	133x	133x	NUM
cana-277	188	11	vol	vol	NOUN
cana-277	188	12	30	30	NUM
cana-277	188	13	no	no	NOUN
cana-277	188	14	.	.	NOUN
cana-277	188	15	3	3	NUM
cana-277	188	16	(	(	PUNCT
cana-277	188	17	2023	2023	NUM
cana-277	188	18	)	)	PUNCT
cana-277	188	19	45	45	NUM
cana-277	188	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-277	189	1	[	[	X
cana-277	189	2	19	19	NUM
cana-277	189	3	]	]	X
cana-277	189	4	khetani	khetani	NOUN
cana-277	189	5	,	,	PUNCT
cana-277	189	6	v.	v.	ADP
cana-277	189	7	.	.	PUNCT
cana-277	189	8	,	,	PUNCT
cana-277	189	9	gandhi	gandhi	PROPN
cana-277	189	10	,	,	PUNCT
cana-277	189	11	y.	y.	PROPN
cana-277	189	12	.	.	PUNCT
cana-277	189	13	,	,	PUNCT
cana-277	189	14	bhattacharya	bhattacharya	PROPN
cana-277	189	15	,	,	PUNCT
cana-277	189	16	s.	s.	PROPN
cana-277	189	17	.	.	PUNCT
cana-277	189	18	,	,	PUNCT
cana-277	189	19	ajani	ajani	PROPN
cana-277	189	20	,	,	PUNCT
cana-277	189	21	s.	s.	PROPN
cana-277	189	22	n.	n.	PROPN
cana-277	189	23	.	.	PUNCT
cana-277	189	24	,	,	PUNCT
cana-277	189	25	&	&	CCONJ
cana-277	189	26	limkar	limkar	PROPN
cana-277	189	27	,	,	PUNCT
cana-277	189	28	s.	s.	PROPN
cana-277	189	29	.	.	PUNCT
cana-277	190	1	(	(	PUNCT
cana-277	190	2	2023	2023	NUM
cana-277	190	3	)	)	PUNCT
cana-277	190	4	.	.	PUNCT
cana-277	191	1	crossdomain	crossdomain	VERB
cana-277	191	2	analysis	analysis	NOUN
cana-277	191	3	of	of	ADP
cana-277	191	4	ml	ml	X
cana-277	191	5	and	and	CCONJ
cana-277	191	6	dl	dl	X
cana-277	191	7	:	:	PUNCT
cana-277	191	8	evaluating	evaluate	VERB
cana-277	191	9	their	their	PRON
cana-277	191	10	impact	impact	NOUN
cana-277	191	11	in	in	ADP
cana-277	191	12	diverse	diverse	ADJ
cana-277	191	13	domains	domain	NOUN
cana-277	191	14	.	.	PUNCT
cana-277	192	1	international	international	ADJ
cana-277	192	2	journal	journal	NOUN
cana-277	192	3	of	of	ADP
cana-277	192	4	intelligent	intelligent	ADJ
cana-277	192	5	systems	system	NOUN
cana-277	192	6	and	and	CCONJ
cana-277	192	7	applications	application	NOUN
cana-277	192	8	in	in	ADP
cana-277	192	9	engineering	engineering	NOUN
cana-277	192	10	,	,	PUNCT
cana-277	192	11	11(7s	11(7s	NUM
cana-277	192	12	)	)	PUNCT
cana-277	192	13	,	,	PUNCT
cana-277	192	14	253–262	253–262	NUM
cana-277	192	15	.	.	PUNCT
cana-277	193	1	[	[	X
cana-277	193	2	20	20	NUM
cana-277	193	3	]	]	SYM
cana-277	193	4	mahrousa	mahrousa	NOUN
cana-277	193	5	m.	m.	NOUN
cana-277	193	6	abdeltwab	abdeltwab	PROPN
cana-277	193	7	,	,	PUNCT
cana-277	193	8	nouby	nouby	PROPN
cana-277	193	9	m.	m.	NOUN
cana-277	193	10	ghazaly	ghazaly	PROPN
cana-277	193	11	(	(	PUNCT
cana-277	193	12	2023	2023	NUM
cana-277	193	13	)	)	PUNCT
cana-277	193	14	.	.	PUNCT
cana-277	194	1	advancements	advancement	NOUN
cana-277	194	2	in	in	ADP
cana-277	194	3	renewable	renewable	ADJ
cana-277	194	4	energy	energy	NOUN
cana-277	194	5	systems	system	NOUN
cana-277	194	6	:	:	PUNCT
cana-277	194	7	a	a	DET
cana-277	194	8	focus	focus	NOUN
cana-277	194	9	on	on	ADP
cana-277	194	10	mechanical	mechanical	ADJ
cana-277	194	11	and	and	CCONJ
cana-277	194	12	electrical	electrical	ADJ
cana-277	194	13	engineering	engineering	NOUN
cana-277	194	14	solutions	solution	NOUN
cana-277	194	15	.	.	PUNCT
cana-277	195	1	international	international	ADJ
cana-277	195	2	journal	journal	PROPN
cana-277	195	3	on	on	ADP
cana-277	195	4	recent	recent	ADJ
cana-277	195	5	technologies	technology	NOUN
cana-277	195	6	in	in	ADP
cana-277	195	7	mechanical	mechanical	ADJ
cana-277	195	8	and	and	CCONJ
cana-277	195	9	electrical	electrical	ADJ
cana-277	195	10	engineering	engineering	NOUN
cana-277	195	11	,	,	PUNCT
cana-277	195	12	10(2	10(2	NUM
cana-277	195	13	)	)	PUNCT
cana-277	195	14	,	,	PUNCT
cana-277	195	15	35–45	35–45	NUM
cana-277	195	16	.	.	PUNCT
cana-277	196	1	[	[	X
cana-277	196	2	21	21	NUM
cana-277	196	3	]	]	SYM
cana-277	196	4	sable	sable	ADJ
cana-277	196	5	,	,	PUNCT
cana-277	196	6	n.	n.	PROPN
cana-277	196	7	p.	p.	PROPN
cana-277	196	8	,	,	PUNCT
cana-277	196	9	shende	shende	NOUN
cana-277	196	10	,	,	PUNCT
cana-277	196	11	p.	p.	NOUN
cana-277	196	12	,	,	PUNCT
cana-277	196	13	wankhede	wankhede	PROPN
cana-277	196	14	,	,	PUNCT
cana-277	196	15	v.	v.	PROPN
cana-277	196	16	a.	a.	PROPN
cana-277	196	17	,	,	PUNCT
cana-277	196	18	wagh	wagh	PROPN
cana-277	196	19	,	,	PUNCT
cana-277	196	20	k.	k.	PROPN
cana-277	196	21	s.	s.	PROPN
cana-277	196	22	,	,	PUNCT
cana-277	196	23	ramesh	ramesh	PROPN
cana-277	196	24	,	,	PUNCT
cana-277	196	25	j.	j.	PROPN
cana-277	196	26	v.	v.	PROPN
cana-277	196	27	n.	n.	PROPN
cana-277	196	28	,	,	PUNCT
cana-277	196	29	&	&	CCONJ
cana-277	196	30	chaudhary	chaudhary	PROPN
cana-277	196	31	,	,	PUNCT
cana-277	196	32	s.	s.	PROPN
cana-277	196	33	(	(	PUNCT
cana-277	196	34	2023	2023	NUM
cana-277	196	35	)	)	PUNCT
cana-277	196	36	.	.	PUNCT
cana-277	197	1	dqsctc	dqsctc	NOUN
cana-277	197	2	:	:	PUNCT
cana-277	197	3	design	design	NOUN
cana-277	197	4	of	of	ADP
cana-277	197	5	an	an	DET
cana-277	197	6	efficient	efficient	ADJ
cana-277	197	7	deep	deep	ADJ
cana-277	197	8	dyna	dyna	PROPN
cana-277	197	9	-	-	PUNCT
cana-277	197	10	q	q	NOUN
cana-277	197	11	network	network	NOUN
cana-277	197	12	for	for	ADP
cana-277	197	13	spinal	spinal	ADJ
cana-277	197	14	cord	cord	NOUN
cana-277	197	15	tumour	tumour	NOUN
cana-277	197	16	classification	classification	NOUN
cana-277	197	17	to	to	PART
cana-277	197	18	identify	identify	VERB
cana-277	197	19	cervical	cervical	ADJ
cana-277	197	20	diseases	disease	NOUN
cana-277	197	21	.	.	PUNCT
cana-277	198	1	soft	soft	ADJ
cana-277	198	2	computing	computing	NOUN
cana-277	198	3	,	,	PUNCT
cana-277	198	4	1	1	NUM
cana-277	198	5	-	-	SYM
cana-277	198	6	26	26	NUM
cana-277	198	7	.	.	PUNCT
cana-277	199	1	[	[	X
cana-277	199	2	22	22	NUM
cana-277	199	3	]	]	X
cana-277	199	4	jacek	jacek	PROPN
cana-277	199	5	marecki	marecki	PROPN
cana-277	199	6	,	,	PUNCT
cana-277	199	7	gudni	gudni	PROPN
cana-277	199	8	johannesson	johannesson	PROPN
cana-277	199	9	(	(	PUNCT
cana-277	199	10	2023	2023	NUM
cana-277	199	11	)	)	PUNCT
cana-277	199	12	.	.	PUNCT
cana-277	200	1	energy	energy	NOUN
cana-277	200	2	policy	policy	NOUN
cana-277	200	3	and	and	CCONJ
cana-277	200	4	regulation	regulation	NOUN
cana-277	200	5	:	:	PUNCT
cana-277	200	6	implications	implication	NOUN
cana-277	200	7	for	for	ADP
cana-277	200	8	sustainable	sustainable	ADJ
cana-277	200	9	development	development	NOUN
cana-277	200	10	.	.	PUNCT
cana-277	201	1	acta	acta	PROPN
cana-277	201	2	energetica	energetica	PROPN
cana-277	201	3	,	,	PUNCT
cana-277	201	4	(	(	PUNCT
cana-277	201	5	02	02	NUM
cana-277	201	6	)	)	PUNCT
cana-277	201	7	,	,	PUNCT
cana-277	201	8	08–14	08–14	PROPN
cana-277	201	9	.	.	PUNCT
cana-277	202	1	[	[	X
cana-277	202	2	23	23	X
cana-277	202	3	]	]	X
cana-277	202	4	v.	v.	CCONJ
cana-277	202	5	khetani	khetani	PROPN
cana-277	202	6	,	,	PUNCT
cana-277	202	7	y.	y.	PROPN
cana-277	202	8	gandhi	gandhi	PROPN
cana-277	202	9	and	and	CCONJ
cana-277	202	10	r.	r.	PROPN
cana-277	202	11	r.	r.	PROPN
cana-277	202	12	patil	patil	PROPN
cana-277	202	13	,	,	PUNCT
cana-277	202	14	"	"	PUNCT
cana-277	202	15	a	a	DET
cana-277	202	16	study	study	NOUN
cana-277	202	17	on	on	ADP
cana-277	202	18	different	different	ADJ
cana-277	202	19	sign	sign	NOUN
cana-277	202	20	language	language	NOUN
cana-277	202	21	recognition	recognition	NOUN
cana-277	202	22	techniques	technique	NOUN
cana-277	202	23	,	,	PUNCT
cana-277	202	24	"	"	PUNCT
cana-277	202	25	2021	2021	NUM
cana-277	202	26	international	international	ADJ
cana-277	202	27	conference	conference	NOUN
cana-277	202	28	on	on	ADP
cana-277	202	29	computing	computing	NOUN
cana-277	202	30	,	,	PUNCT
cana-277	202	31	communication	communication	NOUN
cana-277	202	32	and	and	CCONJ
cana-277	202	33	green	green	ADJ
cana-277	202	34	engineering	engineering	NOUN
cana-277	202	35	(	(	PUNCT
cana-277	202	36	ccge	ccge	ADJ
cana-277	202	37	)	)	PUNCT
cana-277	202	38	,	,	PUNCT
cana-277	202	39	pune	pune	NOUN
cana-277	202	40	,	,	PUNCT
cana-277	202	41	india	india	PROPN
cana-277	202	42	,	,	PUNCT
cana-277	202	43	2021	2021	NUM
cana-277	202	44	,	,	PUNCT
cana-277	202	45	pp	pp	ADJ
cana-277	202	46	.	.	PUNCT
cana-277	203	1	1	1	NUM
cana-277	203	2	-	-	SYM
cana-277	203	3	4	4	NUM
cana-277	203	4	,	,	PUNCT
cana-277	203	5	doi	doi	NOUN
cana-277	203	6	:	:	PUNCT
cana-277	203	7	10.1109	10.1109	NUM
cana-277	203	8	/	/	SYM
cana-277	203	9	ccge50943.2021.9776399	ccge50943.2021.9776399	NOUN
cana-277	203	10	.	.	PUNCT
cana-277	204	1	[	[	X
cana-277	204	2	24	24	NUM
cana-277	204	3	]	]	PUNCT
cana-277	204	4	r.	r.	PROPN
cana-277	204	5	patil	patil	PROPN
cana-277	204	6	rashmi	rashmi	PROPN
cana-277	204	7	,	,	PUNCT
cana-277	204	8	y.	y.	PROPN
cana-277	204	9	gandhi	gandhi	PROPN
cana-277	204	10	,	,	PUNCT
cana-277	204	11	v.	v.	ADP
cana-277	204	12	sarmalkar	sarmalkar	NOUN
cana-277	204	13	,	,	PUNCT
cana-277	204	14	p.	p.	NOUN
cana-277	204	15	pund	pund	PROPN
cana-277	204	16	and	and	CCONJ
cana-277	204	17	v.	v.	ADP
cana-277	204	18	khetani	khetani	NOUN
cana-277	204	19	,	,	PUNCT
cana-277	204	20	"	"	PUNCT
cana-277	204	21	rdpc	rdpc	NOUN
cana-277	204	22	:	:	PUNCT
cana-277	204	23	secure	secure	VERB
cana-277	204	24	cloud	cloud	ADJ
cana-277	204	25	storage	storage	NOUN
cana-277	204	26	with	with	ADP
cana-277	204	27	deduplication	deduplication	NOUN
cana-277	204	28	technique	technique	NOUN
cana-277	204	29	,	,	PUNCT
cana-277	204	30	"	"	PUNCT
cana-277	204	31	2020	2020	NUM
cana-277	204	32	fourth	fourth	ADJ
cana-277	204	33	international	international	ADJ
cana-277	204	34	conference	conference	NOUN
cana-277	204	35	on	on	ADP
cana-277	204	36	i	i	PROPN
cana-277	204	37	-	-	PUNCT
cana-277	204	38	smac	smac	PROPN
cana-277	204	39	(	(	PUNCT
cana-277	204	40	iot	iot	PROPN
cana-277	204	41	in	in	ADP
cana-277	204	42	social	social	ADJ
cana-277	204	43	,	,	PUNCT
cana-277	204	44	mobile	mobile	ADJ
cana-277	204	45	,	,	PUNCT
cana-277	204	46	analytics	analytic	NOUN
cana-277	204	47	and	and	CCONJ
cana-277	204	48	cloud	cloud	NOUN
cana-277	204	49	)	)	PUNCT
cana-277	204	50	(	(	PUNCT
cana-277	204	51	i	i	PROPN
cana-277	204	52	-	-	PUNCT
cana-277	204	53	smac	smac	PROPN
cana-277	204	54	)	)	PUNCT
cana-277	204	55	,	,	PUNCT
cana-277	204	56	palladam	palladam	PROPN
cana-277	204	57	,	,	PUNCT
cana-277	204	58	india	india	PROPN
cana-277	204	59	,	,	PUNCT
cana-277	204	60	2020	2020	NUM
cana-277	204	61	,	,	PUNCT
cana-277	204	62	pp	pp	ADJ
cana-277	204	63	.	.	PUNCT
cana-277	204	64	12801283	12801283	NUM
cana-277	204	65	,	,	PUNCT
cana-277	204	66	doi	doi	NOUN
cana-277	204	67	:	:	PUNCT
cana-277	204	68	10.1109	10.1109	NUM
cana-277	204	69	/	/	SYM
cana-277	204	70	i	i	PRON
cana-277	204	71	-	-	PUNCT
cana-277	204	72	smac49090.2020.9243442	smac49090.2020.9243442	PROPN
cana-277	204	73	.	.	PUNCT
cana-277	205	1	[	[	X
cana-277	205	2	25	25	NUM
cana-277	205	3	]	]	X
cana-277	205	4	kharate	kharate	NOUN
cana-277	205	5	,	,	PUNCT
cana-277	205	6	n.	n.	NOUN
cana-277	205	7	,	,	PUNCT
cana-277	205	8	patil	patil	PROPN
cana-277	205	9	,	,	PUNCT
cana-277	205	10	s.	s.	PROPN
cana-277	205	11	,	,	PUNCT
cana-277	205	12	shelke	shelke	ADV
cana-277	205	13	,	,	PUNCT
cana-277	205	14	p.	p.	NOUN
cana-277	205	15	,	,	PUNCT
cana-277	205	16	shinde	shinde	PROPN
cana-277	205	17	,	,	PUNCT
cana-277	205	18	g.	g.	PROPN
cana-277	205	19	,	,	PUNCT
cana-277	205	20	mahalle	mahalle	PROPN
cana-277	205	21	,	,	PUNCT
cana-277	205	22	p.	p.	NOUN
cana-277	205	23	,	,	PUNCT
cana-277	205	24	sable	sable	ADJ
cana-277	205	25	,	,	PUNCT
cana-277	205	26	n.	n.	NOUN
cana-277	205	27	,	,	PUNCT
cana-277	205	28	&	&	CCONJ
cana-277	205	29	chavhan	chavhan	PROPN
cana-277	205	30	,	,	PUNCT
cana-277	205	31	p.	p.	NOUN
cana-277	205	32	g.	g.	PROPN
cana-277	205	33	(	(	PUNCT
cana-277	205	34	2023	2023	NUM
cana-277	205	35	)	)	PUNCT
cana-277	205	36	.	.	PUNCT
cana-277	206	1	unveiling	unveil	VERB
cana-277	206	2	the	the	DET
cana-277	206	3	resilience	resilience	NOUN
cana-277	206	4	of	of	ADP
cana-277	206	5	image	image	NOUN
cana-277	206	6	captioning	captioning	NOUN
cana-277	206	7	models	model	NOUN
cana-277	206	8	and	and	CCONJ
cana-277	206	9	the	the	DET
cana-277	206	10	influence	influence	NOUN
cana-277	206	11	of	of	ADP
cana-277	206	12	pre	pre	ADJ
cana-277	206	13	-	-	ADJ
cana-277	206	14	trained	train	VERB
cana-277	206	15	models	model	NOUN
cana-277	206	16	on	on	ADP
cana-277	206	17	deep	deep	ADJ
cana-277	206	18	learning	learning	NOUN
cana-277	206	19	performance	performance	NOUN
cana-277	206	20	.	.	PUNCT
cana-277	207	1	international	international	ADJ
cana-277	207	2	journal	journal	NOUN
cana-277	207	3	of	of	ADP
cana-277	207	4	intelligent	intelligent	ADJ
cana-277	207	5	systems	system	NOUN
cana-277	207	6	and	and	CCONJ
cana-277	207	7	applications	application	NOUN
cana-277	207	8	in	in	ADP
cana-277	207	9	engineering	engineering	NOUN
cana-277	207	10	,	,	PUNCT
cana-277	207	11	11(9s	11(9s	NUM
cana-277	207	12	)	)	PUNCT
cana-277	207	13	,	,	PUNCT
cana-277	207	14	01	01	NUM
cana-277	207	15	-	-	SYM
cana-277	207	16	07	07	NUM
cana-277	207	17	.	.	PUNCT
cana-277	208	1	[	[	X
cana-277	208	2	26	26	NUM
cana-277	208	3	]	]	X
cana-277	208	4	özyapıcı	özyapıcı	NOUN
cana-277	208	5	,	,	PUNCT
cana-277	208	6	a.	a.	NOUN
cana-277	208	7	;	;	PUNCT
cana-277	208	8	sensoy	sensoy	ADJ
cana-277	208	9	,	,	PUNCT
cana-277	208	10	z.b	z.b	PROPN
cana-277	208	11	.	.	PROPN
cana-277	208	12	;	;	PUNCT
cana-277	208	13	karanfiller	karanfiller	NOUN
cana-277	208	14	,	,	PUNCT
cana-277	208	15	t.	t.	NOUN
cana-277	208	16	effective	effective	ADJ
cana-277	208	17	root	root	NOUN
cana-277	208	18	-	-	PUNCT
cana-277	208	19	finding	find	VERB
cana-277	208	20	methods	method	NOUN
cana-277	208	21	for	for	ADP
cana-277	208	22	nonlinear	nonlinear	ADJ
cana-277	208	23	equations	equation	NOUN
cana-277	208	24	based	base	VERB
cana-277	208	25	on	on	ADP
cana-277	208	26	multiplicative	multiplicative	ADJ
cana-277	208	27	calculi	calculi	PROPN
cana-277	208	28	.	.	PUNCT
cana-277	209	1	j.	j.	PROPN
cana-277	209	2	math	math	PROPN
cana-277	209	3	.	.	PUNCT
cana-277	210	1	2016	2016	NUM
cana-277	210	2	,	,	PUNCT
cana-277	210	3	2016	2016	NUM
cana-277	210	4	,	,	PUNCT
cana-277	210	5	8174610	8174610	NUM
cana-277	210	6	.	.	PUNCT
cana-277	211	1	[	[	X
cana-277	211	2	27	27	NUM
cana-277	211	3	]	]	X
cana-277	211	4	adamu	adamu	PROPN
cana-277	211	5	,	,	PUNCT
cana-277	211	6	m.y	m.y	PROPN
cana-277	211	7	.	.	PROPN
cana-277	211	8	;	;	PUNCT
cana-277	211	9	ogenyi	ogenyi	ADJ
cana-277	211	10	,	,	PUNCT
cana-277	211	11	p.	p.	PROPN
cana-277	211	12	;	;	PUNCT
cana-277	211	13	tahir	tahir	PROPN
cana-277	211	14	,	,	PUNCT
cana-277	211	15	a.g	a.g	PROPN
cana-277	211	16	.	.	PROPN
cana-277	211	17	analytical	analytical	ADJ
cana-277	211	18	solutions	solution	NOUN
cana-277	211	19	of	of	ADP
cana-277	211	20	nonlinear	nonlinear	ADJ
cana-277	211	21	oscillator	oscillator	NOUN
cana-277	211	22	with	with	ADP
cana-277	211	23	coordinate	coordinate	NOUN
cana-277	211	24	-	-	PUNCT
cana-277	211	25	dependent	dependent	ADJ
cana-277	211	26	mass	mass	NOUN
cana-277	211	27	and	and	CCONJ
cana-277	211	28	euler	euler	PROPN
cana-277	211	29	–	–	PUNCT
cana-277	211	30	lagrange	lagrange	NOUN
cana-277	211	31	equation	equation	NOUN
cana-277	211	32	using	use	VERB
cana-277	211	33	the	the	DET
cana-277	211	34	parameterized	parameterized	ADJ
cana-277	211	35	homotopy	homotopy	NOUN
cana-277	211	36	perturbation	perturbation	NOUN
cana-277	211	37	method	method	NOUN
cana-277	211	38	.	.	PUNCT
cana-277	212	1	j.	j.	PROPN
cana-277	212	2	low	low	PROPN
cana-277	212	3	freq	freq	PROPN
cana-277	212	4	.	.	PUNCT
cana-277	213	1	noise	noise	PROPN
cana-277	213	2	vib	vib	PROPN
cana-277	213	3	.	.	PROPN
cana-277	213	4	act	act	PROPN
cana-277	213	5	.	.	PUNCT
cana-277	214	1	control	control	NOUN
cana-277	214	2	2019	2019	NUM
cana-277	214	3	,	,	PUNCT
cana-277	214	4	38	38	NUM
cana-277	214	5	,	,	PUNCT
cana-277	214	6	1028–1035	1028–1035	NUM
cana-277	214	7	.	.	PUNCT