id	sid	tid	token	lemma	pos
alkej-1107	1	1	this	this	PRON
alkej-1107	1	2	is	be	AUX
alkej-1107	1	3	an	an	DET
alkej-1107	1	4	open	open	ADJ
alkej-1107	1	5	access	access	NOUN
alkej-1107	1	6	article	article	NOUN
alkej-1107	1	7	under	under	ADP
alkej-1107	1	8	the	the	DET
alkej-1107	1	9	cc	cc	NOUN
alkej-1107	1	10	by	by	ADP
alkej-1107	1	11	license	license	NOUN
alkej-1107	1	12	:	:	PUNCT
alkej-1107	1	13	al	al	PROPN
alkej-1107	1	14	-	-	PUNCT
alkej-1107	1	15	khwarizmi	khwarizmi	PROPN
alkej-1107	1	16	engineering	engineering	PROPN
alkej-1107	1	17	journal	journal	PROPN
alkej-1107	1	18	al	al	PROPN
alkej-1107	1	19	-	-	PUNCT
alkej-1107	1	20	khwarizmi	khwarizmi	PROPN
alkej-1107	1	21	engineering	engineering	PROPN
alkej-1107	1	22	journal	journal	PROPN
alkej-1107	1	23	issn	issn	PROPN
alkej-1107	1	24	(	(	PUNCT
alkej-1107	1	25	printed	print	VERB
alkej-1107	1	26	):	):	PUNCT
alkej-1107	1	27	1818	1818	NUM
alkej-1107	1	28	–	–	PUNCT
alkej-1107	1	29	1171	1171	NUM
alkej-1107	1	30	,	,	PUNCT
alkej-1107	1	31	issn	issn	PROPN
alkej-1107	1	32	(	(	PUNCT
alkej-1107	1	33	online	online	ADJ
alkej-1107	1	34	):	):	PUNCT
alkej-1107	1	35	2312	2312	NUM
alkej-1107	1	36	–	–	PUNCT
alkej-1107	1	37	0789	0789	NUM
alkej-1107	1	38	vol	vol	NOUN
alkej-1107	1	39	.	.	PROPN
alkej-1107	1	40	21	21	NUM
alkej-1107	1	41	,	,	PUNCT
alkej-1107	1	42	no	no	INTJ
alkej-1107	1	43	.	.	NOUN
alkej-1107	1	44	4	4	NUM
alkej-1107	1	45	,	,	PUNCT
alkej-1107	1	46	december	december	PROPN
alkej-1107	1	47	,	,	PUNCT
alkej-1107	1	48	(	(	PUNCT
alkej-1107	1	49	2025	2025	NUM
alkej-1107	1	50	)	)	PUNCT
alkej-1107	1	51	,	,	PUNCT
alkej-1107	1	52	pp	pp	PROPN
alkej-1107	1	53	.	.	PUNCT
alkej-1107	2	1	82	82	NUM
alkej-1107	2	2	-	-	SYM
alkej-1107	2	3	92	92	NUM
alkej-1107	2	4	performance	performance	NOUN
alkej-1107	2	5	evaluation	evaluation	NOUN
alkej-1107	2	6	and	and	CCONJ
alkej-1107	2	7	optimisation	optimisation	NOUN
alkej-1107	2	8	of	of	ADP
alkej-1107	2	9	spectrum	spectrum	NOUN
alkej-1107	2	10	management	management	NOUN
alkej-1107	2	11	in	in	ADP
alkej-1107	2	12	communication	communication	NOUN
alkej-1107	2	13	systems	system	NOUN
alkej-1107	2	14	by	by	ADP
alkej-1107	2	15	ga	ga	PROPN
alkej-1107	2	16	ahmed	ahmed	PROPN
alkej-1107	2	17	a.	a.	PROPN
alkej-1107	2	18	thabit	thabit	PROPN
alkej-1107	2	19	1	1	NUM
alkej-1107	2	20	*	*	NOUN
alkej-1107	2	21	,	,	PUNCT
alkej-1107	2	22	bassam	bassam	PROPN
alkej-1107	2	23	h.	h.	PROPN
alkej-1107	2	24	abd	abd	PROPN
alkej-1107	2	25	2	2	PROPN
alkej-1107	2	26	,	,	PUNCT
alkej-1107	2	27	ali	ali	PROPN
alkej-1107	2	28	j.	j.	PROPN
alkej-1107	2	29	al	al	PROPN
alkej-1107	2	30	-	-	PUNCT
alkej-1107	2	31	askery	askery	PROPN
alkej-1107	2	32	3	3	NUM
alkej-1107	2	33	and	and	CCONJ
alkej-1107	2	34	haider	haider	PROPN
alkej-1107	2	35	w.	w.	PROPN
alkej-1107	2	36	oleiwi4	oleiwi4	PROPN
alkej-1107	3	1	electrical	electrical	ADJ
alkej-1107	3	2	engineering	engineering	PROPN
alkej-1107	3	3	technical	technical	PROPN
alkej-1107	3	4	college	college	NOUN
alkej-1107	3	5	,	,	PUNCT
alkej-1107	3	6	middle	middle	PROPN
alkej-1107	3	7	technical	technical	PROPN
alkej-1107	3	8	university	university	PROPN
alkej-1107	3	9	,	,	PUNCT
alkej-1107	3	10	baghdad	baghdad	PROPN
alkej-1107	3	11	,	,	PUNCT
alkej-1107	3	12	iraq	iraq	PROPN
alkej-1107	3	13	1,3	1,3	NUM
alkej-1107	3	14	2electrical	2electrical	NUM
alkej-1107	3	15	engineering	engineering	NOUN
alkej-1107	3	16	college	college	NOUN
alkej-1107	3	17	,	,	PUNCT
alkej-1107	3	18	university	university	NOUN
alkej-1107	3	19	of	of	ADP
alkej-1107	3	20	technology	technology	NOUN
alkej-1107	3	21	,	,	PUNCT
alkej-1107	3	22	baghdad	baghdad	PROPN
alkej-1107	3	23	,	,	PUNCT
alkej-1107	3	24	iraq	iraq	PROPN
alkej-1107	3	25	4department	4department	NUM
alkej-1107	3	26	of	of	ADP
alkej-1107	3	27	electronic	electronic	ADJ
alkej-1107	3	28	and	and	CCONJ
alkej-1107	3	29	electrical	electrical	ADJ
alkej-1107	3	30	engineering	engineering	NOUN
alkej-1107	3	31	,	,	PUNCT
alkej-1107	3	32	brunel	brunel	PROPN
alkej-1107	3	33	university	university	PROPN
alkej-1107	3	34	london	london	PROPN
alkej-1107	3	35	,	,	PUNCT
alkej-1107	3	36	uk	uk	PROPN
alkej-1107	3	37	*	*	PUNCT
alkej-1107	3	38	corresponding	correspond	VERB
alkej-1107	3	39	author	author	NOUN
alkej-1107	3	40	’s	’s	PART
alkej-1107	3	41	email	email	NOUN
alkej-1107	3	42	:	:	PUNCT
alkej-1107	3	43	ahmed.thabit@mtu.edu.iq	ahmed.thabit@mtu.edu.iq	NOUN
alkej-1107	3	44	(	(	PUNCT
alkej-1107	3	45	received	receive	VERB
alkej-1107	3	46	12	12	NUM
alkej-1107	3	47	june	june	PROPN
alkej-1107	3	48	2025	2025	NUM
alkej-1107	3	49	;	;	PUNCT
alkej-1107	3	50	revised	revise	VERB
alkej-1107	3	51	7	7	NUM
alkej-1107	3	52	october	october	PROPN
alkej-1107	3	53	2025	2025	NUM
alkej-1107	3	54	;	;	PUNCT
alkej-1107	3	55	accepted	accept	VERB
alkej-1107	3	56	27	27	NUM
alkej-1107	3	57	october	october	PROPN
alkej-1107	3	58	2025	2025	NUM
alkej-1107	3	59	;	;	PUNCT
alkej-1107	3	60	published	publish	VERB
alkej-1107	3	61	1	1	NUM
alkej-1107	3	62	december	december	NOUN
alkej-1107	3	63	2025	2025	NUM
alkej-1107	3	64	)	)	PUNCT
alkej-1107	3	65	https://doi.org/10.22153/kej.2025.10.002	https://doi.org/10.22153/kej.2025.10.002	X
alkej-1107	4	1	abstract	abstract	ADV
alkej-1107	4	2	whilst	whilst	SCONJ
alkej-1107	4	3	wireless	wireless	ADJ
alkej-1107	4	4	communication	communication	NOUN
alkej-1107	4	5	technologies	technology	NOUN
alkej-1107	4	6	proliferate	proliferate	VERB
alkej-1107	4	7	,	,	PUNCT
alkej-1107	4	8	putting	put	VERB
alkej-1107	4	9	extra	extra	ADJ
alkej-1107	4	10	demand	demand	NOUN
alkej-1107	4	11	on	on	ADP
alkej-1107	4	12	the	the	DET
alkej-1107	4	13	finite	finite	ADJ
alkej-1107	4	14	radio	radio	NOUN
alkej-1107	4	15	frequency	frequency	NOUN
alkej-1107	4	16	spectrum	spectrum	NOUN
alkej-1107	4	17	and	and	CCONJ
alkej-1107	4	18	leading	lead	VERB
alkej-1107	4	19	to	to	ADP
alkej-1107	4	20	issues	issue	NOUN
alkej-1107	4	21	of	of	ADP
alkej-1107	4	22	congestion	congestion	NOUN
alkej-1107	4	23	,	,	PUNCT
alkej-1107	4	24	underutilisation	underutilisation	NOUN
alkej-1107	4	25	and	and	CCONJ
alkej-1107	4	26	interference	interference	NOUN
alkej-1107	4	27	,	,	PUNCT
alkej-1107	4	28	this	this	DET
alkej-1107	4	29	dissertation	dissertation	NOUN
alkej-1107	4	30	presents	present	VERB
alkej-1107	4	31	a	a	DET
alkej-1107	4	32	modern	modern	ADJ
alkej-1107	4	33	spectrum	spectrum	NOUN
alkej-1107	4	34	management	management	NOUN
alkej-1107	4	35	model	model	NOUN
alkej-1107	4	36	on	on	ADP
alkej-1107	4	37	the	the	DET
alkej-1107	4	38	binary	binary	ADJ
alkej-1107	4	39	genetic	genetic	ADJ
alkej-1107	4	40	algorithm	algorithm	NOUN
alkej-1107	4	41	(	(	PUNCT
alkej-1107	4	42	bga	bga	NOUN
alkej-1107	4	43	)	)	PUNCT
alkej-1107	4	44	capable	capable	ADJ
alkej-1107	4	45	of	of	ADP
alkej-1107	4	46	improving	improve	VERB
alkej-1107	4	47	detection	detection	NOUN
alkej-1107	4	48	accuracy	accuracy	NOUN
alkej-1107	4	49	and	and	CCONJ
alkej-1107	4	50	adaptive	adaptive	ADJ
alkej-1107	4	51	spectrum	spectrum	NOUN
alkej-1107	4	52	access	access	NOUN
alkej-1107	4	53	in	in	ADP
alkej-1107	4	54	cognitive	cognitive	ADJ
alkej-1107	4	55	radio	radio	NOUN
alkej-1107	4	56	networks	network	NOUN
alkej-1107	4	57	(	(	PUNCT
alkej-1107	4	58	crns	crn	NOUN
alkej-1107	4	59	)	)	PUNCT
alkej-1107	4	60	.	.	PUNCT
alkej-1107	5	1	bga	bga	PROPN
alkej-1107	5	2	follows	follow	VERB
alkej-1107	5	3	binary	binary	PROPN
alkej-1107	5	4	encoding	encoding	NOUN
alkej-1107	5	5	to	to	PART
alkej-1107	5	6	determine	determine	VERB
alkej-1107	5	7	optimum	optimum	ADJ
alkej-1107	5	8	weighting	weighting	NOUN
alkej-1107	5	9	factors	factor	NOUN
alkej-1107	5	10	for	for	ADP
alkej-1107	5	11	secondary	secondary	ADJ
alkej-1107	5	12	users	user	NOUN
alkej-1107	5	13	in	in	ADP
alkej-1107	5	14	a	a	DET
alkej-1107	5	15	crn	crn	NOUN
alkej-1107	5	16	scenario	scenario	NOUN
alkej-1107	5	17	with	with	ADP
alkej-1107	5	18	a	a	DET
alkej-1107	5	19	much	much	ADV
alkej-1107	5	20	faster	fast	ADJ
alkej-1107	5	21	performance	performance	NOUN
alkej-1107	5	22	and	and	CCONJ
alkej-1107	5	23	better	well	ADJ
alkej-1107	5	24	reliability	reliability	NOUN
alkej-1107	5	25	than	than	ADP
alkej-1107	5	26	conventional	conventional	ADJ
alkej-1107	5	27	genetic	genetic	ADJ
alkej-1107	5	28	approaches	approach	NOUN
alkej-1107	5	29	.	.	PUNCT
alkej-1107	6	1	in	in	ADP
alkej-1107	6	2	the	the	DET
alkej-1107	6	3	cooperative	cooperative	ADJ
alkej-1107	6	4	spectrum	spectrum	NOUN
alkej-1107	6	5	-	-	PUNCT
alkej-1107	6	6	sensing	sense	VERB
alkej-1107	6	7	scheme	scheme	NOUN
alkej-1107	6	8	proposed	propose	VERB
alkej-1107	6	9	in	in	ADP
alkej-1107	6	10	this	this	DET
alkej-1107	6	11	paper	paper	NOUN
alkej-1107	6	12	,	,	PUNCT
alkej-1107	6	13	multiple	multiple	ADJ
alkej-1107	6	14	secondary	secondary	ADJ
alkej-1107	6	15	users	user	NOUN
alkej-1107	6	16	will	will	AUX
alkej-1107	6	17	forward	forward	VERB
alkej-1107	6	18	their	their	PRON
alkej-1107	6	19	local	local	ADJ
alkej-1107	6	20	sensing	sense	VERB
alkej-1107	6	21	outcomes	outcome	NOUN
alkej-1107	6	22	to	to	ADP
alkej-1107	6	23	a	a	DET
alkej-1107	6	24	fusion	fusion	NOUN
alkej-1107	6	25	centre	centre	NOUN
alkej-1107	6	26	in	in	ADP
alkej-1107	6	27	which	which	PRON
alkej-1107	6	28	bga	bga	NOUN
alkej-1107	6	29	optimisation	optimisation	NOUN
alkej-1107	6	30	will	will	AUX
alkej-1107	6	31	fine	fine	ADJ
alkej-1107	6	32	-	-	PUNCT
alkej-1107	6	33	tune	tune	NOUN
alkej-1107	6	34	the	the	DET
alkej-1107	6	35	weighting	weighting	NOUN
alkej-1107	6	36	coefficients	coefficient	NOUN
alkej-1107	6	37	throughout	throughout	ADP
alkej-1107	6	38	the	the	DET
alkej-1107	6	39	soft	soft	ADJ
alkej-1107	6	40	decision	decision	NOUN
alkej-1107	6	41	fusion	fusion	NOUN
alkej-1107	6	42	mechanism	mechanism	NOUN
alkej-1107	6	43	.	.	PUNCT
alkej-1107	7	1	the	the	DET
alkej-1107	7	2	algorithm	algorithm	NOUN
alkej-1107	7	3	then	then	ADV
alkej-1107	7	4	evolves	evolve	VERB
alkej-1107	7	5	from	from	ADP
alkej-1107	7	6	one	one	NUM
alkej-1107	7	7	generation	generation	NOUN
alkej-1107	7	8	to	to	ADP
alkej-1107	7	9	the	the	DET
alkej-1107	7	10	next	next	ADJ
alkej-1107	7	11	through	through	ADP
alkej-1107	7	12	the	the	DET
alkej-1107	7	13	application	application	NOUN
alkej-1107	7	14	of	of	ADP
alkej-1107	7	15	selection	selection	NOUN
alkej-1107	7	16	,	,	PUNCT
alkej-1107	7	17	crossover	crossover	NOUN
alkej-1107	7	18	and	and	CCONJ
alkej-1107	7	19	mutation	mutation	NOUN
alkej-1107	7	20	operations	operation	NOUN
alkej-1107	7	21	to	to	PART
alkej-1107	7	22	discover	discover	VERB
alkej-1107	7	23	the	the	DET
alkej-1107	7	24	best	good	ADJ
alkej-1107	7	25	configuration	configuration	NOUN
alkej-1107	7	26	.	.	PUNCT
alkej-1107	8	1	extensive	extensive	ADJ
alkej-1107	8	2	simulation	simulation	NOUN
alkej-1107	8	3	experiments	experiment	NOUN
alkej-1107	8	4	were	be	AUX
alkej-1107	8	5	conducted	conduct	VERB
alkej-1107	8	6	to	to	PART
alkej-1107	8	7	study	study	VERB
alkej-1107	8	8	the	the	DET
alkej-1107	8	9	effects	effect	NOUN
alkej-1107	8	10	of	of	ADP
alkej-1107	8	11	the	the	DET
alkej-1107	8	12	critical	critical	ADJ
alkej-1107	8	13	genetic	genetic	ADJ
alkej-1107	8	14	parameters	parameter	NOUN
alkej-1107	8	15	of	of	ADP
alkej-1107	8	16	mutation	mutation	NOUN
alkej-1107	8	17	probability	probability	NOUN
alkej-1107	8	18	,	,	PUNCT
alkej-1107	8	19	crossover	crossover	ADP
alkej-1107	8	20	rate	rate	NOUN
alkej-1107	8	21	and	and	CCONJ
alkej-1107	8	22	population	population	NOUN
alkej-1107	8	23	size	size	NOUN
alkej-1107	8	24	on	on	ADP
alkej-1107	8	25	detection	detection	NOUN
alkej-1107	8	26	capability	capability	NOUN
alkej-1107	8	27	.	.	PUNCT
alkej-1107	9	1	the	the	DET
alkej-1107	9	2	results	result	NOUN
alkej-1107	9	3	indicate	indicate	VERB
alkej-1107	9	4	that	that	SCONJ
alkej-1107	9	5	the	the	DET
alkej-1107	9	6	optimised	optimise	VERB
alkej-1107	9	7	bga	bga	NOUN
alkej-1107	9	8	framework	framework	NOUN
alkej-1107	9	9	can	can	AUX
alkej-1107	9	10	achieve	achieve	VERB
alkej-1107	9	11	detection	detection	NOUN
alkej-1107	9	12	probability	probability	NOUN
alkej-1107	9	13	close	close	ADV
alkej-1107	9	14	to	to	PART
alkej-1107	9	15	96	96	NUM
alkej-1107	9	16	%	%	NOUN
alkej-1107	9	17	,	,	PUNCT
alkej-1107	9	18	false	false	ADJ
alkej-1107	9	19	alarm	alarm	NOUN
alkej-1107	9	20	rate	rate	NOUN
alkej-1107	9	21	of	of	ADP
alkej-1107	9	22	0.1	0.1	NUM
alkej-1107	9	23	,	,	PUNCT
alkej-1107	9	24	mutation	mutation	NOUN
alkej-1107	9	25	rate	rate	NOUN
alkej-1107	9	26	of	of	ADP
alkej-1107	9	27	0.12	0.12	NUM
alkej-1107	9	28	and	and	CCONJ
alkej-1107	9	29	bit	bit	NOUN
alkej-1107	9	30	error	error	NOUN
alkej-1107	9	31	rate	rate	NOUN
alkej-1107	9	32	of	of	ADP
alkej-1107	9	33	around	around	ADV
alkej-1107	9	34	7	7	NUM
alkej-1107	9	35	×	×	NOUN
alkej-1107	9	36	10⁻⁵	10⁻⁵	NUM
alkej-1107	9	37	even	even	ADV
alkej-1107	9	38	when	when	SCONJ
alkej-1107	9	39	the	the	DET
alkej-1107	9	40	signal	signal	NOUN
alkej-1107	9	41	-	-	PUNCT
alkej-1107	9	42	to	to	ADP
alkej-1107	9	43	-	-	PUNCT
alkej-1107	9	44	noise	noise	NOUN
alkej-1107	9	45	ratio	ratio	NOUN
alkej-1107	9	46	is	be	AUX
alkej-1107	9	47	extremely	extremely	ADV
alkej-1107	9	48	low	low	ADJ
alkej-1107	9	49	at	at	ADP
alkej-1107	9	50	–	–	PUNCT
alkej-1107	9	51	15	15	NUM
alkej-1107	9	52	db	db	NOUN
alkej-1107	9	53	.	.	PUNCT
alkej-1107	10	1	in	in	ADP
alkej-1107	10	2	addition	addition	NOUN
alkej-1107	10	3	,	,	PUNCT
alkej-1107	10	4	the	the	DET
alkej-1107	10	5	comparative	comparative	ADJ
alkej-1107	10	6	evaluation	evaluation	NOUN
alkej-1107	10	7	showed	show	VERB
alkej-1107	10	8	the	the	DET
alkej-1107	10	9	definite	definite	ADJ
alkej-1107	10	10	superiority	superiority	NOUN
alkej-1107	10	11	of	of	ADP
alkej-1107	10	12	the	the	DET
alkej-1107	10	13	proposed	propose	VERB
alkej-1107	10	14	algorithm	algorithm	NOUN
alkej-1107	10	15	when	when	SCONJ
alkej-1107	10	16	tested	test	VERB
alkej-1107	10	17	against	against	ADP
alkej-1107	10	18	conventional	conventional	ADJ
alkej-1107	10	19	algorithms	algorithm	NOUN
alkej-1107	10	20	,	,	PUNCT
alkej-1107	10	21	such	such	ADJ
alkej-1107	10	22	as	as	ADP
alkej-1107	10	23	energy	energy	NOUN
alkej-1107	10	24	detection	detection	NOUN
alkej-1107	10	25	,	,	PUNCT
alkej-1107	10	26	matched	match	VERB
alkej-1107	10	27	filtering	filtering	NOUN
alkej-1107	10	28	and	and	CCONJ
alkej-1107	10	29	neural	neural	ADJ
alkej-1107	10	30	network	network	NOUN
alkej-1107	10	31	-	-	PUNCT
alkej-1107	10	32	based	base	VERB
alkej-1107	10	33	convolutions	convolution	NOUN
alkej-1107	10	34	,	,	PUNCT
alkej-1107	10	35	when	when	SCONJ
alkej-1107	10	36	subjected	subject	VERB
alkej-1107	10	37	to	to	ADP
alkej-1107	10	38	challenging	challenging	ADJ
alkej-1107	10	39	and	and	CCONJ
alkej-1107	10	40	noise	noise	NOUN
alkej-1107	10	41	-	-	PUNCT
alkej-1107	10	42	prone	prone	ADJ
alkej-1107	10	43	conditions	condition	NOUN
alkej-1107	10	44	.	.	PUNCT
alkej-1107	11	1	the	the	DET
alkej-1107	11	2	work	work	NOUN
alkej-1107	11	3	further	far	ADV
alkej-1107	11	4	affirms	affirm	VERB
alkej-1107	11	5	the	the	DET
alkej-1107	11	6	applicability	applicability	NOUN
alkej-1107	11	7	of	of	ADP
alkej-1107	11	8	evolutionary	evolutionary	ADJ
alkej-1107	11	9	algorithms	algorithm	NOUN
alkej-1107	11	10	in	in	ADP
alkej-1107	11	11	enhancing	enhance	VERB
alkej-1107	11	12	the	the	DET
alkej-1107	11	13	cognitive	cognitive	ADJ
alkej-1107	11	14	intelligence	intelligence	NOUN
alkej-1107	11	15	of	of	ADP
alkej-1107	11	16	crs	crs	PROPN
alkej-1107	11	17	and	and	CCONJ
alkej-1107	11	18	presents	present	VERB
alkej-1107	11	19	a	a	DET
alkej-1107	11	20	scalable	scalable	ADJ
alkej-1107	11	21	solution	solution	NOUN
alkej-1107	11	22	for	for	ADP
alkej-1107	11	23	spectrum	spectrum	NOUN
alkej-1107	11	24	management	management	NOUN
alkej-1107	11	25	in	in	ADP
alkej-1107	11	26	existing	exist	VERB
alkej-1107	11	27	5	5	NUM
alkej-1107	11	28	g	g	NOUN
alkej-1107	11	29	systems	system	NOUN
alkej-1107	11	30	and	and	CCONJ
alkej-1107	11	31	future	future	ADJ
alkej-1107	11	32	6	6	NUM
alkej-1107	11	33	g	g	NOUN
alkej-1107	11	34	frameworks	framework	NOUN
alkej-1107	11	35	.	.	PUNCT
alkej-1107	12	1	keywords	keyword	NOUN
alkej-1107	12	2	:	:	PUNCT
alkej-1107	12	3	cognitive	cognitive	ADJ
alkej-1107	12	4	radio	radio	NOUN
alkej-1107	12	5	;	;	PUNCT
alkej-1107	12	6	crossover	crossover	NOUN
alkej-1107	12	7	;	;	PUNCT
alkej-1107	12	8	detection	detection	NOUN
alkej-1107	12	9	rate	rate	NOUN
alkej-1107	12	10	;	;	PUNCT
alkej-1107	12	11	dynamic	dynamic	ADJ
alkej-1107	12	12	spectrum	spectrum	NOUN
alkej-1107	12	13	access	access	NOUN
alkej-1107	12	14	;	;	PUNCT
alkej-1107	12	15	genetic	genetic	ADJ
alkej-1107	12	16	algorithm	algorithm	NOUN
alkej-1107	12	17	;	;	PUNCT
alkej-1107	12	18	optimisation	optimisation	NOUN
alkej-1107	12	19	;	;	PUNCT
alkej-1107	12	20	spectrum	spectrum	NOUN
alkej-1107	12	21	sensing	sense	VERB
alkej-1107	12	22	1	1	NUM
alkej-1107	12	23	.	.	PUNCT
alkej-1107	13	1	introduction	introduction	NOUN
alkej-1107	13	2	considerable	considerable	ADJ
alkej-1107	13	3	changes	change	NOUN
alkej-1107	13	4	in	in	ADP
alkej-1107	13	5	social	social	ADJ
alkej-1107	13	6	automation	automation	NOUN
alkej-1107	13	7	and	and	CCONJ
alkej-1107	13	8	connectivity	connectivity	NOUN
alkej-1107	13	9	have	have	AUX
alkej-1107	13	10	been	be	AUX
alkej-1107	13	11	brought	bring	VERB
alkej-1107	13	12	about	about	ADP
alkej-1107	13	13	by	by	ADP
alkej-1107	13	14	groundbreaking	groundbreake	VERB
alkej-1107	13	15	advances	advance	NOUN
alkej-1107	13	16	in	in	ADP
alkej-1107	13	17	technology	technology	NOUN
alkej-1107	13	18	related	relate	VERB
alkej-1107	13	19	to	to	ADP
alkej-1107	13	20	wireless	wireless	ADJ
alkej-1107	13	21	communication	communication	NOUN
alkej-1107	13	22	infrastructures	infrastructure	NOUN
alkej-1107	13	23	.	.	PUNCT
alkej-1107	14	1	changes	change	NOUN
alkej-1107	14	2	in	in	ADP
alkej-1107	14	3	this	this	DET
alkej-1107	14	4	area	area	NOUN
alkej-1107	14	5	are	be	AUX
alkej-1107	14	6	responsible	responsible	ADJ
alkej-1107	14	7	for	for	ADP
alkej-1107	14	8	the	the	DET
alkej-1107	14	9	exponential	exponential	ADJ
alkej-1107	14	10	increase	increase	NOUN
alkej-1107	14	11	in	in	ADP
alkej-1107	14	12	the	the	DET
alkej-1107	14	13	number	number	NOUN
alkej-1107	14	14	of	of	ADP
alkej-1107	14	15	connected	connected	ADJ
alkej-1107	14	16	devices	device	NOUN
alkej-1107	14	17	and	and	CCONJ
alkej-1107	14	18	user	user	NOUN
alkej-1107	14	19	demands	demand	NOUN
alkej-1107	14	20	,	,	PUNCT
alkej-1107	14	21	thereby	thereby	ADV
alkej-1107	14	22	complicating	complicate	VERB
alkej-1107	14	23	and	and	CCONJ
alkej-1107	14	24	aggravating	aggravating	ADJ
alkej-1107	14	25	problems	problem	NOUN
alkej-1107	14	26	of	of	ADP
alkej-1107	14	27	spectrum	spectrum	NOUN
alkej-1107	14	28	congestion	congestion	NOUN
alkej-1107	14	29	and	and	CCONJ
alkej-1107	14	30	the	the	DET
alkej-1107	14	31	efficient	efficient	ADJ
alkej-1107	14	32	use	use	NOUN
alkej-1107	14	33	of	of	ADP
alkej-1107	14	34	limited	limited	ADJ
alkej-1107	14	35	frequency	frequency	NOUN
alkej-1107	14	36	resources	resource	NOUN
alkej-1107	14	37	.	.	PUNCT
alkej-1107	15	1	additionally	additionally	ADV
alkej-1107	15	2	,	,	PUNCT
alkej-1107	15	3	all	all	DET
alkej-1107	15	4	these	these	DET
alkej-1107	15	5	limitations	limitation	NOUN
alkej-1107	15	6	affect	affect	VERB
alkej-1107	15	7	the	the	DET
alkej-1107	15	8	overall	overall	ADJ
alkej-1107	15	9	performance	performance	NOUN
alkej-1107	15	10	and	and	CCONJ
alkej-1107	15	11	quality	quality	NOUN
alkej-1107	15	12	of	of	ADP
alkej-1107	15	13	service	service	NOUN
alkej-1107	15	14	of	of	ADP
alkej-1107	15	15	modern	modern	ADJ
alkej-1107	15	16	-	-	PUNCT
alkej-1107	15	17	day	day	NOUN
alkej-1107	15	18	wireless	wireless	ADJ
alkej-1107	15	19	networks	network	NOUN
alkej-1107	15	20	[	[	X
alkej-1107	15	21	1,2	1,2	NUM
alkej-1107	15	22	]	]	PUNCT
alkej-1107	15	23	.	.	PUNCT
alkej-1107	16	1	the	the	DET
alkej-1107	16	2	modern	modern	ADJ
alkej-1107	16	3	generation	generation	NOUN
alkej-1107	16	4	of	of	ADP
alkej-1107	16	5	wireless	wireless	ADJ
alkej-1107	16	6	technology	technology	NOUN
alkej-1107	16	7	is	be	AUX
alkej-1107	16	8	evolving	evolve	VERB
alkej-1107	16	9	to	to	PART
alkej-1107	16	10	meet	meet	VERB
alkej-1107	16	11	the	the	DET
alkej-1107	16	12	insatiable	insatiable	ADJ
alkej-1107	16	13	appetite	appetite	NOUN
alkej-1107	16	14	for	for	ADP
alkej-1107	16	15	everincreasing	everincrease	VERB
alkej-1107	16	16	data	data	NOUN
alkej-1107	16	17	transfer	transfer	NOUN
alkej-1107	16	18	rates	rate	NOUN
alkej-1107	16	19	along	along	ADP
alkej-1107	16	20	with	with	ADP
alkej-1107	16	21	low	low	ADJ
alkej-1107	16	22	latencies	latency	NOUN
alkej-1107	16	23	and	and	CCONJ
alkej-1107	16	24	the	the	DET
alkej-1107	16	25	efficient	efficient	ADJ
alkej-1107	16	26	usage	usage	NOUN
alkej-1107	16	27	of	of	ADP
alkej-1107	16	28	the	the	DET
alkej-1107	16	29	available	available	ADJ
alkej-1107	16	30	spectrum	spectrum	NOUN
alkej-1107	16	31	as	as	ADV
alkej-1107	16	32	well	well	ADV
alkej-1107	16	33	as	as	ADP
alkej-1107	16	34	3	3	NUM
alkej-1107	16	35	g	g	NOUN
alkej-1107	16	36	rendering	render	VERB
alkej-1107	16	37	mobile	mobile	ADJ
alkej-1107	16	38	multimedia	multimedia	NOUN
alkej-1107	16	39	capabilities	capability	NOUN
alkej-1107	16	40	,	,	PUNCT
alkej-1107	16	41	thus	thus	ADV
alkej-1107	16	42	establishing	establish	VERB
alkej-1107	16	43	2	2	NUM
alkej-1107	16	44	g	g	NOUN
alkej-1107	16	45	as	as	ADP
alkej-1107	16	46	digital	digital	ADJ
alkej-1107	16	47	voice	voice	NOUN
alkej-1107	16	48	communications	communication	NOUN
alkej-1107	16	49	.	.	PUNCT
alkej-1107	17	1	advanced	advanced	ADJ
alkej-1107	17	2	methods	method	NOUN
alkej-1107	17	3	such	such	ADJ
alkej-1107	17	4	as	as	ADP
alkej-1107	17	5	lte	lte	PROPN
alkej-1107	17	6	,	,	PUNCT
alkej-1107	17	7	ofdm	ofdm	PROPN
alkej-1107	17	8	and	and	CCONJ
alkej-1107	17	9	mimo	mimo	PROPN
alkej-1107	17	10	were	be	AUX
alkej-1107	17	11	utilised	utilise	VERB
alkej-1107	17	12	by	by	ADP
alkej-1107	17	13	4	4	NUM
alkej-1107	17	14	g	g	PROPN
alkej-1107	17	15	implementations	implementation	NOUN
alkej-1107	17	16	to	to	PART
alkej-1107	17	17	provide	provide	VERB
alkej-1107	17	18	services	service	NOUN
alkej-1107	17	19	for	for	ADP
alkej-1107	17	20	data	datum	NOUN
alkej-1107	17	21	at	at	ADP
alkej-1107	17	22	high	high	ADJ
alkej-1107	17	23	speeds	speed	NOUN
alkej-1107	17	24	.	.	PUNCT
alkej-1107	18	1	although	although	SCONJ
alkej-1107	18	2	modern	modern	ADJ
alkej-1107	18	3	-	-	PUNCT
alkej-1107	18	4	day	day	NOUN
alkej-1107	18	5	5	5	NUM
alkej-1107	18	6	g	g	NOUN
alkej-1107	18	7	networks	network	NOUN
alkej-1107	18	8	mailto:ahmed.thabit@mtu.edu.iq	mailto:ahmed.thabit@mtu.edu.iq	PUNCT
alkej-1107	18	9	https://doi.org/10.22153/kej.2025.10.002	https://doi.org/10.22153/kej.2025.10.002	X
alkej-1107	18	10	ahmed	ahmed	PROPN
alkej-1107	18	11	a.	a.	PROPN
alkej-1107	18	12	thabit	thabit	PROPN
alkej-1107	18	13	al	al	PROPN
alkej-1107	18	14	-	-	PUNCT
alkej-1107	18	15	khwarizmi	khwarizmi	PROPN
alkej-1107	18	16	engineering	engineering	NOUN
alkej-1107	18	17	journal	journal	PROPN
alkej-1107	18	18	,	,	PUNCT
alkej-1107	18	19	vol	vol	NOUN
alkej-1107	18	20	.	.	PROPN
alkej-1107	18	21	21	21	NUM
alkej-1107	18	22	,	,	PUNCT
alkej-1107	18	23	no.4	no.4	PROPN
alkej-1107	18	24	,	,	PUNCT
alkej-1107	18	25	pp	pp	X
alkej-1107	18	26	.	.	PUNCT
alkej-1107	18	27	8292	8292	NUM
alkej-1107	18	28	(	(	PUNCT
alkej-1107	18	29	2025	2025	NUM
alkej-1107	18	30	)	)	PUNCT
alkej-1107	18	31	83	83	NUM
alkej-1107	18	32	offer	offer	NOUN
alkej-1107	18	33	technical	technical	ADJ
alkej-1107	18	34	advantages	advantage	NOUN
alkej-1107	18	35	and	and	CCONJ
alkej-1107	18	36	opportunities	opportunity	NOUN
alkej-1107	18	37	,	,	PUNCT
alkej-1107	18	38	they	they	PRON
alkej-1107	18	39	also	also	ADV
alkej-1107	18	40	came	come	VERB
alkej-1107	18	41	with	with	ADP
alkej-1107	18	42	problems	problem	NOUN
alkej-1107	18	43	regarding	regard	VERB
alkej-1107	18	44	propagation	propagation	NOUN
alkej-1107	18	45	caused	cause	VERB
alkej-1107	18	46	by	by	ADP
alkej-1107	18	47	its	its	PRON
alkej-1107	18	48	very	very	ADV
alkej-1107	18	49	wide	wide	ADJ
alkej-1107	18	50	frequency	frequency	NOUN
alkej-1107	18	51	ranges	range	NOUN
alkej-1107	18	52	:	:	PUNCT
alkej-1107	18	53	under	under	ADP
alkej-1107	18	54	1	1	NUM
alkej-1107	18	55	ghz	ghz	NOUN
alkej-1107	18	56	,	,	PUNCT
alkej-1107	18	57	mid	mid	NOUN
alkej-1107	18	58	-	-	NOUN
alkej-1107	18	59	band	band	NOUN
alkej-1107	18	60	(	(	PUNCT
alkej-1107	18	61	1	1	NUM
alkej-1107	18	62	-	-	SYM
alkej-1107	18	63	6	6	NUM
alkej-1107	18	64	ghz	ghz	NOUN
alkej-1107	18	65	)	)	PUNCT
alkej-1107	18	66	and	and	CCONJ
alkej-1107	18	67	even	even	ADV
alkej-1107	18	68	millimetrewave	millimetrewave	VERB
alkej-1107	18	69	spectra	spectra	NOUN
alkej-1107	19	1	[	[	X
alkej-1107	19	2	2,3	2,3	NUM
alkej-1107	19	3	]	]	PUNCT
alkej-1107	19	4	.	.	PUNCT
alkej-1107	20	1	the	the	DET
alkej-1107	20	2	frequency	frequency	NOUN
alkej-1107	20	3	allocation	allocation	NOUN
alkej-1107	20	4	implemented	implement	VERB
alkej-1107	20	5	in	in	ADP
alkej-1107	20	6	the	the	DET
alkej-1107	20	7	5	5	NUM
alkej-1107	20	8	g	g	NOUN
alkej-1107	20	9	implementation	implementation	NOUN
alkej-1107	20	10	strategy	strategy	NOUN
alkej-1107	20	11	is	be	AUX
alkej-1107	20	12	illustrated	illustrate	VERB
alkej-1107	20	13	in	in	ADP
alkej-1107	20	14	fig	fig	NOUN
alkej-1107	20	15	.	.	PUNCT
alkej-1107	21	1	1	1	X
alkej-1107	21	2	.	.	X
alkej-1107	21	3	fig	fig	NOUN
alkej-1107	21	4	.	.	PUNCT
alkej-1107	22	1	1	1	NUM
alkej-1107	22	2	.	.	X
alkej-1107	22	3	5g	5g	NUM
alkej-1107	22	4	-	-	PUNCT
alkej-1107	22	5	based	base	VERB
alkej-1107	22	6	electromagnetic	electromagnetic	ADJ
alkej-1107	22	7	spectral	spectral	ADJ
alkej-1107	22	8	part	part	NOUN
alkej-1107	22	9	[	[	X
alkej-1107	22	10	3	3	NUM
alkej-1107	22	11	]	]	X
alkej-1107	22	12	spectral	spectral	ADJ
alkej-1107	22	13	crunch	crunch	NOUN
alkej-1107	22	14	refers	refer	VERB
alkej-1107	22	15	to	to	ADP
alkej-1107	22	16	the	the	DET
alkej-1107	22	17	limitation	limitation	NOUN
alkej-1107	22	18	of	of	ADP
alkej-1107	22	19	a	a	DET
alkej-1107	22	20	static	static	ADJ
alkej-1107	22	21	system	system	NOUN
alkej-1107	22	22	employing	employ	VERB
alkej-1107	22	23	spectrum	spectrum	NOUN
alkej-1107	22	24	allocation	allocation	NOUN
alkej-1107	22	25	with	with	ADP
alkej-1107	22	26	the	the	DET
alkej-1107	22	27	power	power	NOUN
alkej-1107	22	28	of	of	ADP
alkej-1107	22	29	current	current	ADJ
alkej-1107	22	30	extreme	extreme	ADJ
alkej-1107	22	31	growth	growth	NOUN
alkej-1107	22	32	in	in	ADP
alkej-1107	22	33	mobile	mobile	ADJ
alkej-1107	22	34	connectivity	connectivity	NOUN
alkej-1107	22	35	.	.	PUNCT
alkej-1107	23	1	therefore	therefore	ADV
alkej-1107	23	2	,	,	PUNCT
alkej-1107	23	3	dsa	dsa	PROPN
alkej-1107	23	4	technologies	technology	NOUN
alkej-1107	23	5	play	play	VERB
alkej-1107	23	6	an	an	DET
alkej-1107	23	7	important	important	ADJ
alkej-1107	23	8	role	role	NOUN
alkej-1107	23	9	in	in	ADP
alkej-1107	23	10	addressing	address	VERB
alkej-1107	23	11	that	that	DET
alkej-1107	23	12	domain	domain	NOUN
alkej-1107	23	13	.	.	PUNCT
alkej-1107	24	1	in	in	ADP
alkej-1107	24	2	particular	particular	ADJ
alkej-1107	24	3	,	,	PUNCT
alkej-1107	24	4	they	they	PRON
alkej-1107	24	5	enable	enable	VERB
alkej-1107	24	6	wireless	wireless	ADJ
alkej-1107	24	7	devices	device	NOUN
alkej-1107	24	8	to	to	PART
alkej-1107	24	9	intelligently	intelligently	ADV
alkej-1107	24	10	exploit	exploit	VERB
alkej-1107	24	11	available	available	ADJ
alkej-1107	24	12	frequency	frequency	NOUN
alkej-1107	24	13	bands	band	NOUN
alkej-1107	24	14	depending	depend	VERB
alkej-1107	24	15	on	on	ADP
alkej-1107	24	16	real	real	ADJ
alkej-1107	24	17	-	-	PUNCT
alkej-1107	24	18	time	time	NOUN
alkej-1107	24	19	changes	change	NOUN
alkej-1107	24	20	in	in	ADP
alkej-1107	24	21	the	the	DET
alkej-1107	24	22	environment	environment	NOUN
alkej-1107	24	23	.	.	PUNCT
alkej-1107	25	1	this	this	DET
alkej-1107	25	2	opportunistic	opportunistic	ADJ
alkej-1107	25	3	access	access	NOUN
alkej-1107	25	4	of	of	ADP
alkej-1107	25	5	dsa	dsa	NOUN
alkej-1107	25	6	considerably	considerably	ADV
alkej-1107	25	7	enhances	enhance	VERB
alkej-1107	25	8	spectral	spectral	ADJ
alkej-1107	25	9	efficiency	efficiency	NOUN
alkej-1107	25	10	through	through	ADP
alkej-1107	25	11	the	the	DET
alkej-1107	25	12	fair	fair	ADJ
alkej-1107	25	13	treatment	treatment	NOUN
alkej-1107	25	14	of	of	ADP
alkej-1107	25	15	different	different	ADJ
alkej-1107	25	16	users	user	NOUN
alkej-1107	25	17	and	and	CCONJ
alkej-1107	25	18	minimum	minimum	ADJ
alkej-1107	25	19	interference	interference	NOUN
alkej-1107	25	20	.	.	PUNCT
alkej-1107	26	1	a	a	DET
alkej-1107	26	2	few	few	ADJ
alkej-1107	26	3	characteristic	characteristic	ADJ
alkej-1107	26	4	application	application	NOUN
alkej-1107	26	5	scenarios	scenario	NOUN
alkej-1107	26	6	of	of	ADP
alkej-1107	26	7	dsa	dsa	NOUN
alkej-1107	26	8	implementation	implementation	NOUN
alkej-1107	26	9	emphasising	emphasise	VERB
alkej-1107	26	10	its	its	PRON
alkej-1107	26	11	important	important	ADJ
alkej-1107	26	12	role	role	NOUN
alkej-1107	26	13	in	in	ADP
alkej-1107	26	14	the	the	DET
alkej-1107	26	15	prevalent	prevalent	ADJ
alkej-1107	26	16	modern	modern	ADJ
alkej-1107	26	17	wireless	wireless	ADJ
alkej-1107	26	18	architecture	architecture	NOUN
alkej-1107	26	19	are	be	AUX
alkej-1107	26	20	shown	show	VERB
alkej-1107	26	21	in	in	ADP
alkej-1107	26	22	fig	fig	NOUN
alkej-1107	26	23	.	.	PUNCT
alkej-1107	27	1	2	2	NUM
alkej-1107	28	1	[	[	X
alkej-1107	28	2	4,5	4,5	NUM
alkej-1107	28	3	]	]	PUNCT
alkej-1107	28	4	.	.	PUNCT
alkej-1107	29	1	fig	fig	NOUN
alkej-1107	29	2	.	.	PUNCT
alkej-1107	30	1	2	2	X
alkej-1107	30	2	.	.	X
alkej-1107	30	3	dsa	dsa	NOUN
alkej-1107	30	4	applications	application	NOUN
alkej-1107	30	5	cr	cr	ADP
alkej-1107	30	6	innovation	innovation	NOUN
alkej-1107	30	7	will	will	AUX
alkej-1107	30	8	be	be	AUX
alkej-1107	30	9	most	most	ADV
alkej-1107	30	10	instrumental	instrumental	ADJ
alkej-1107	30	11	in	in	ADP
alkej-1107	30	12	promoting	promote	VERB
alkej-1107	30	13	dsa	dsa	NOUN
alkej-1107	30	14	applications	application	NOUN
alkej-1107	30	15	that	that	PRON
alkej-1107	30	16	enable	enable	VERB
alkej-1107	30	17	radios	radio	NOUN
alkej-1107	30	18	to	to	PART
alkej-1107	30	19	detect	detect	VERB
alkej-1107	30	20	,	,	PUNCT
alkej-1107	30	21	characterise	characterise	NOUN
alkej-1107	30	22	and	and	CCONJ
alkej-1107	30	23	adapt	adapt	VERB
alkej-1107	30	24	to	to	ADP
alkej-1107	30	25	the	the	DET
alkej-1107	30	26	spectrum	spectrum	NOUN
alkej-1107	30	27	conditions	condition	NOUN
alkej-1107	30	28	.	.	PUNCT
alkej-1107	31	1	cr	cr	NOUN
alkej-1107	31	2	devices	device	NOUN
alkej-1107	31	3	are	be	AUX
alkej-1107	31	4	capable	capable	ADJ
alkej-1107	31	5	of	of	ADP
alkej-1107	31	6	detecting	detect	VERB
alkej-1107	31	7	unutilised	unutilised	ADJ
alkej-1107	31	8	frequency	frequency	NOUN
alkej-1107	31	9	bands	band	NOUN
alkej-1107	31	10	,	,	PUNCT
alkej-1107	31	11	also	also	ADV
alkej-1107	31	12	known	know	VERB
alkej-1107	31	13	as	as	ADP
alkej-1107	31	14	spectrum	spectrum	NOUN
alkej-1107	31	15	holes	hole	NOUN
alkej-1107	31	16	or	or	CCONJ
alkej-1107	31	17	white	white	ADJ
alkej-1107	31	18	spaces	space	NOUN
alkej-1107	31	19	,	,	PUNCT
alkej-1107	31	20	to	to	PART
alkej-1107	31	21	access	access	VERB
alkej-1107	31	22	them	they	PRON
alkej-1107	31	23	dynamically	dynamically	ADV
alkej-1107	31	24	without	without	ADP
alkej-1107	31	25	affecting	affect	VERB
alkej-1107	31	26	any	any	DET
alkej-1107	31	27	primary	primary	ADJ
alkej-1107	31	28	licensed	licensed	ADJ
alkej-1107	31	29	user	user	NOUN
alkej-1107	31	30	.	.	PUNCT
alkej-1107	32	1	this	this	DET
alkej-1107	32	2	facility	facility	NOUN
alkej-1107	32	3	draws	draw	VERB
alkej-1107	32	4	best	good	ADJ
alkej-1107	32	5	applicability	applicability	NOUN
alkej-1107	32	6	in	in	ADP
alkej-1107	32	7	densely	densely	ADV
alkej-1107	32	8	populated	populate	VERB
alkej-1107	32	9	metropolitan	metropolitan	ADJ
alkej-1107	32	10	areas	area	NOUN
alkej-1107	32	11	,	,	PUNCT
alkej-1107	32	12	where	where	SCONJ
alkej-1107	32	13	spectra	spectra	ADJ
alkej-1107	32	14	congestion	congestion	NOUN
alkej-1107	32	15	is	be	AUX
alkej-1107	32	16	at	at	ADP
alkej-1107	32	17	its	its	PRON
alkej-1107	32	18	worst	bad	ADJ
alkej-1107	32	19	[	[	X
alkej-1107	32	20	6	6	NUM
alkej-1107	32	21	]	]	PUNCT
alkej-1107	32	22	.	.	PUNCT
alkej-1107	33	1	the	the	DET
alkej-1107	33	2	facilities	facility	NOUN
alkej-1107	33	3	and	and	CCONJ
alkej-1107	33	4	capabilities	capability	NOUN
alkej-1107	33	5	of	of	ADP
alkej-1107	33	6	telecommunication	telecommunication	NOUN
alkej-1107	33	7	systems	system	NOUN
alkej-1107	33	8	have	have	AUX
alkej-1107	33	9	witnessed	witness	VERB
alkej-1107	33	10	dramatic	dramatic	ADJ
alkej-1107	33	11	changes	change	NOUN
alkej-1107	33	12	via	via	ADP
alkej-1107	33	13	the	the	DET
alkej-1107	33	14	ai	ai	NOUN
alkej-1107	33	15	and	and	CCONJ
alkej-1107	33	16	ml	ml	NOUN
alkej-1107	33	17	in	in	ADP
alkej-1107	33	18	the	the	DET
alkej-1107	33	19	application	application	NOUN
alkej-1107	33	20	of	of	ADP
alkej-1107	33	21	predicting	predict	VERB
alkej-1107	33	22	traffic	traffic	NOUN
alkej-1107	33	23	patterns	pattern	NOUN
alkej-1107	33	24	and	and	CCONJ
alkej-1107	33	25	adjustment	adjustment	NOUN
alkej-1107	33	26	of	of	ADP
alkej-1107	33	27	sensing	sense	VERB
alkej-1107	33	28	algorithms	algorithm	NOUN
alkej-1107	33	29	,	,	PUNCT
alkej-1107	33	30	thus	thus	ADV
alkej-1107	33	31	improving	improve	VERB
alkej-1107	33	32	performance	performance	NOUN
alkej-1107	33	33	.	.	PUNCT
alkej-1107	34	1	past	past	ADJ
alkej-1107	34	2	studies	study	NOUN
alkej-1107	34	3	have	have	AUX
alkej-1107	34	4	shown	show	VERB
alkej-1107	34	5	that	that	SCONJ
alkej-1107	34	6	the	the	DET
alkej-1107	34	7	next	next	ADJ
alkej-1107	34	8	advanced	advanced	ADJ
alkej-1107	34	9	generation	generation	NOUN
alkej-1107	34	10	systems	system	NOUN
alkej-1107	34	11	networks	network	NOUN
alkej-1107	34	12	(	(	PUNCT
alkej-1107	34	13	i.e.	i.e.	X
alkej-1107	34	14	6	6	NUM
alkej-1107	34	15	g	g	NOUN
alkej-1107	34	16	)	)	PUNCT
alkej-1107	34	17	allow	allow	VERB
alkej-1107	34	18	new	new	ADJ
alkej-1107	34	19	applications	application	NOUN
alkej-1107	34	20	with	with	ADP
alkej-1107	34	21	different	different	ADJ
alkej-1107	34	22	requirements	requirement	NOUN
alkej-1107	34	23	in	in	ADP
alkej-1107	34	24	the	the	DET
alkej-1107	34	25	dynamic	dynamic	ADJ
alkej-1107	34	26	allocation	allocation	NOUN
alkej-1107	34	27	of	of	ADP
alkej-1107	34	28	resources	resource	NOUN
alkej-1107	34	29	[	[	X
alkej-1107	34	30	7	7	NUM
alkej-1107	34	31	,	,	PUNCT
alkej-1107	34	32	8	8	NUM
alkej-1107	34	33	]	]	PUNCT
alkej-1107	34	34	.	.	PUNCT
alkej-1107	35	1	achieving	achieve	VERB
alkej-1107	35	2	high	high	ADJ
alkej-1107	35	3	performance	performance	NOUN
alkej-1107	35	4	with	with	ADP
alkej-1107	35	5	good	good	ADJ
alkej-1107	35	6	quality	quality	NOUN
alkej-1107	35	7	requires	require	VERB
alkej-1107	35	8	strong	strong	ADJ
alkej-1107	35	9	optimisation	optimisation	NOUN
alkej-1107	35	10	algorithms	algorithm	NOUN
alkej-1107	35	11	that	that	PRON
alkej-1107	35	12	are	be	AUX
alkej-1107	35	13	capable	capable	ADJ
alkej-1107	35	14	of	of	ADP
alkej-1107	35	15	managing	manage	VERB
alkej-1107	35	16	nonlinear	nonlinear	ADJ
alkej-1107	35	17	and	and	CCONJ
alkej-1107	35	18	dynamic	dynamic	ADJ
alkej-1107	35	19	situations	situation	NOUN
alkej-1107	35	20	.	.	PUNCT
alkej-1107	36	1	advancements	advancement	NOUN
alkej-1107	36	2	in	in	ADP
alkej-1107	36	3	6	6	NUM
alkej-1107	36	4	g	g	NOUN
alkej-1107	36	5	devices	device	NOUN
alkej-1107	36	6	and	and	CCONJ
alkej-1107	36	7	the	the	DET
alkej-1107	36	8	application	application	NOUN
alkej-1107	36	9	of	of	ADP
alkej-1107	36	10	terahertz	terahertz	NOUN
alkej-1107	36	11	frequency	frequency	NOUN
alkej-1107	36	12	range	range	NOUN
alkej-1107	36	13	may	may	AUX
alkej-1107	36	14	sound	sound	VERB
alkej-1107	36	15	futuristic	futuristic	ADJ
alkej-1107	36	16	,	,	PUNCT
alkej-1107	36	17	but	but	CCONJ
alkej-1107	36	18	it	it	PRON
alkej-1107	36	19	could	could	AUX
alkej-1107	36	20	also	also	ADV
alkej-1107	36	21	lead	lead	VERB
alkej-1107	36	22	to	to	ADP
alkej-1107	36	23	greater	great	ADJ
alkej-1107	36	24	complexities	complexity	NOUN
alkej-1107	36	25	in	in	ADP
alkej-1107	36	26	the	the	DET
alkej-1107	36	27	distribution	distribution	NOUN
alkej-1107	36	28	and	and	CCONJ
alkej-1107	36	29	management	management	NOUN
alkej-1107	36	30	of	of	ADP
alkej-1107	36	31	the	the	DET
alkej-1107	36	32	spectrum	spectrum	NOUN
alkej-1107	36	33	.	.	PUNCT
alkej-1107	37	1	this	this	PRON
alkej-1107	37	2	makes	make	VERB
alkej-1107	37	3	genetic	genetic	ADJ
alkej-1107	37	4	algorithms	algorithm	NOUN
alkej-1107	37	5	(	(	PUNCT
alkej-1107	37	6	gas	gas	NOUN
alkej-1107	37	7	)	)	PUNCT
alkej-1107	37	8	one	one	NUM
alkej-1107	37	9	of	of	ADP
alkej-1107	37	10	the	the	DET
alkej-1107	37	11	more	more	ADV
alkej-1107	37	12	promising	promising	ADJ
alkej-1107	37	13	bio	bio	ADJ
alkej-1107	37	14	-	-	PUNCT
alkej-1107	37	15	inspired	inspire	VERB
alkej-1107	37	16	methods	method	NOUN
alkej-1107	37	17	for	for	ADP
alkej-1107	37	18	improving	improve	VERB
alkej-1107	37	19	precision	precision	NOUN
alkej-1107	37	20	in	in	ADP
alkej-1107	37	21	spectrum	spectrum	NOUN
alkej-1107	37	22	sensing	sense	VERB
alkej-1107	37	23	and	and	CCONJ
alkej-1107	37	24	resource	resource	NOUN
alkej-1107	37	25	allocation	allocation	NOUN
alkej-1107	37	26	within	within	ADP
alkej-1107	37	27	cognitive	cognitive	ADJ
alkej-1107	37	28	radio	radio	NOUN
alkej-1107	37	29	networks	network	NOUN
alkej-1107	37	30	(	(	PUNCT
alkej-1107	37	31	crns	crn	NOUN
alkej-1107	37	32	)	)	PUNCT
alkej-1107	38	1	[	[	X
alkej-1107	38	2	9–11	9–11	NOUN
alkej-1107	38	3	]	]	PUNCT
alkej-1107	38	4	.	.	PUNCT
alkej-1107	39	1	in	in	ADP
alkej-1107	39	2	this	this	DET
alkej-1107	39	3	paper	paper	NOUN
alkej-1107	39	4	,	,	PUNCT
alkej-1107	39	5	we	we	PRON
alkej-1107	39	6	present	present	VERB
alkej-1107	39	7	an	an	DET
alkej-1107	39	8	improved	improved	ADJ
alkej-1107	39	9	ga	ga	NOUN
alkej-1107	39	10	-	-	PUNCT
alkej-1107	39	11	based	base	VERB
alkej-1107	39	12	detection	detection	NOUN
alkej-1107	39	13	system	system	NOUN
alkej-1107	39	14	to	to	PART
alkej-1107	39	15	enhance	enhance	VERB
alkej-1107	39	16	detection	detection	NOUN
alkej-1107	39	17	performance	performance	NOUN
alkej-1107	39	18	and	and	CCONJ
alkej-1107	39	19	spectrum	spectrum	NOUN
alkej-1107	39	20	utilisation	utilisation	NOUN
alkej-1107	39	21	efficiency	efficiency	NOUN
alkej-1107	39	22	.	.	PUNCT
alkej-1107	40	1	the	the	DET
alkej-1107	40	2	effectiveness	effectiveness	NOUN
alkej-1107	40	3	of	of	ADP
alkej-1107	40	4	the	the	DET
alkej-1107	40	5	proposed	propose	VERB
alkej-1107	40	6	method	method	NOUN
alkej-1107	40	7	is	be	AUX
alkej-1107	40	8	tested	test	VERB
alkej-1107	40	9	against	against	ADP
alkej-1107	40	10	earlier	early	ADV
alkej-1107	40	11	established	establish	VERB
alkej-1107	40	12	techniques	technique	NOUN
alkej-1107	40	13	,	,	PUNCT
alkej-1107	40	14	which	which	PRON
alkej-1107	40	15	appeared	appear	VERB
alkej-1107	40	16	in	in	ADP
alkej-1107	40	17	various	various	ADJ
alkej-1107	40	18	papers	paper	NOUN
alkej-1107	40	19	,	,	PUNCT
alkej-1107	40	20	via	via	ADP
alkej-1107	40	21	simulative	simulative	ADJ
alkej-1107	40	22	comparison	comparison	NOUN
alkej-1107	40	23	with	with	ADP
alkej-1107	40	24	the	the	DET
alkej-1107	40	25	aim	aim	NOUN
alkej-1107	40	26	of	of	ADP
alkej-1107	40	27	establishing	establish	VERB
alkej-1107	40	28	its	its	PRON
alkej-1107	40	29	superiority	superiority	NOUN
alkej-1107	40	30	in	in	ADP
alkej-1107	40	31	the	the	DET
alkej-1107	40	32	stage	stage	NOUN
alkej-1107	40	33	of	of	ADP
alkej-1107	40	34	variety	variety	NOUN
alkej-1107	40	35	of	of	ADP
alkej-1107	40	36	wireless	wireless	ADJ
alkej-1107	40	37	medium	medium	NOUN
alkej-1107	40	38	.	.	PUNCT
alkej-1107	41	1	the	the	DET
alkej-1107	41	2	particular	particular	ADJ
alkej-1107	41	3	contributions	contribution	NOUN
alkej-1107	41	4	of	of	ADP
alkej-1107	41	5	this	this	DET
alkej-1107	41	6	work	work	NOUN
alkej-1107	41	7	are	be	AUX
alkej-1107	41	8	as	as	SCONJ
alkej-1107	41	9	follows	follow	VERB
alkej-1107	41	10	:	:	PUNCT
alkej-1107	41	11	1	1	X
alkej-1107	41	12	)	)	PUNCT
alkej-1107	41	13	formulating	formulate	VERB
alkej-1107	41	14	a	a	DET
alkej-1107	41	15	genetic	genetic	ADJ
alkej-1107	41	16	algorithm	algorithm	NOUN
alkej-1107	41	17	-	-	PUNCT
alkej-1107	41	18	based	base	VERB
alkej-1107	41	19	joint	joint	ADJ
alkej-1107	41	20	detection	detection	NOUN
alkej-1107	41	21	model	model	NOUN
alkej-1107	41	22	that	that	PRON
alkej-1107	41	23	enhances	enhance	VERB
alkej-1107	41	24	the	the	DET
alkej-1107	41	25	accuracy	accuracy	NOUN
alkej-1107	41	26	of	of	ADP
alkej-1107	41	27	smart	smart	ADJ
alkej-1107	41	28	selection	selection	NOUN
alkej-1107	41	29	fusion	fusion	NOUN
alkej-1107	41	30	methodologies	methodology	NOUN
alkej-1107	41	31	;	;	PUNCT
alkej-1107	41	32	2	2	X
alkej-1107	41	33	)	)	PUNCT
alkej-1107	41	34	using	use	VERB
alkej-1107	41	35	a	a	DET
alkej-1107	41	36	fitness	fitness	NOUN
alkej-1107	41	37	-	-	PUNCT
alkej-1107	41	38	based	base	VERB
alkej-1107	41	39	choice	choice	NOUN
alkej-1107	41	40	,	,	PUNCT
alkej-1107	41	41	multipoint	multipoint	NOUN
alkej-1107	41	42	crossing	crossing	NOUN
alkej-1107	41	43	and	and	CCONJ
alkej-1107	41	44	genetic	genetic	ADJ
alkej-1107	41	45	variation	variation	NOUN
alkej-1107	41	46	to	to	PART
alkej-1107	41	47	improve	improve	VERB
alkej-1107	41	48	on	on	ADP
alkej-1107	41	49	the	the	DET
alkej-1107	41	50	weighting	weighting	NOUN
alkej-1107	41	51	vector	vector	NOUN
alkej-1107	41	52	for	for	ADP
alkej-1107	41	53	secondary	secondary	ADJ
alkej-1107	41	54	users	user	NOUN
alkej-1107	41	55	(	(	PUNCT
alkej-1107	41	56	sus	sus	PROPN
alkej-1107	41	57	)	)	PUNCT
alkej-1107	41	58	;	;	PUNCT
alkej-1107	41	59	and	and	CCONJ
alkej-1107	41	60	3	3	X
alkej-1107	41	61	)	)	PUNCT
alkej-1107	41	62	testing	testing	NOUN
alkej-1107	41	63	performance	performance	NOUN
alkej-1107	41	64	by	by	ADP
alkej-1107	41	65	extensive	extensive	ADJ
alkej-1107	41	66	simulations	simulation	NOUN
alkej-1107	41	67	,	,	PUNCT
alkej-1107	41	68	thus	thus	ADV
alkej-1107	41	69	ensuring	ensure	VERB
alkej-1107	41	70	good	good	ADJ
alkej-1107	41	71	detection	detection	NOUN
alkej-1107	41	72	reliability	reliability	NOUN
alkej-1107	41	73	even	even	ADV
alkej-1107	41	74	under	under	ADP
alkej-1107	41	75	low	low	ADJ
alkej-1107	41	76	snr	snr	NOUN
alkej-1107	41	77	.	.	PUNCT
alkej-1107	42	1	the	the	DET
alkej-1107	42	2	tuning	tuning	NOUN
alkej-1107	42	3	of	of	ADP
alkej-1107	42	4	genetic	genetic	ADJ
alkej-1107	42	5	factors	factor	NOUN
alkej-1107	42	6	,	,	PUNCT
alkej-1107	42	7	such	such	ADJ
alkej-1107	42	8	as	as	ADP
alkej-1107	42	9	population	population	NOUN
alkej-1107	42	10	,	,	PUNCT
alkej-1107	42	11	mutation	mutation	NOUN
alkej-1107	42	12	and	and	CCONJ
alkej-1107	42	13	crossover	crossover	ADP
alkej-1107	42	14	frequency	frequency	NOUN
alkej-1107	42	15	,	,	PUNCT
alkej-1107	42	16	will	will	AUX
alkej-1107	42	17	have	have	VERB
alkej-1107	42	18	tremendous	tremendous	ADJ
alkej-1107	42	19	impacts	impact	NOUN
alkej-1107	42	20	on	on	ADP
alkej-1107	42	21	overall	overall	ADJ
alkej-1107	42	22	performance	performance	NOUN
alkej-1107	42	23	in	in	ADP
alkej-1107	42	24	demonstrating	demonstrate	VERB
alkej-1107	42	25	ga	ga	PROPN
alkej-1107	42	26	’s	’s	PART
alkej-1107	42	27	capability	capability	NOUN
alkej-1107	42	28	for	for	ADP
alkej-1107	42	29	real	real	ADJ
alkej-1107	42	30	-	-	PUNCT
alkej-1107	42	31	time	time	NOUN
alkej-1107	42	32	cr	cr	ADP
alkej-1107	42	33	optimisation	optimisation	NOUN
alkej-1107	42	34	.	.	PUNCT
alkej-1107	43	1	ahmed	ahmed	PROPN
alkej-1107	43	2	a.	a.	PROPN
alkej-1107	43	3	thabit	thabit	PROPN
alkej-1107	43	4	al	al	PROPN
alkej-1107	43	5	-	-	PUNCT
alkej-1107	43	6	khwarizmi	khwarizmi	PROPN
alkej-1107	43	7	engineering	engineering	NOUN
alkej-1107	43	8	journal	journal	PROPN
alkej-1107	43	9	,	,	PUNCT
alkej-1107	43	10	vol	vol	NOUN
alkej-1107	43	11	.	.	PROPN
alkej-1107	43	12	21	21	NUM
alkej-1107	43	13	,	,	PUNCT
alkej-1107	43	14	no.4	no.4	PROPN
alkej-1107	43	15	,	,	PUNCT
alkej-1107	43	16	pp	pp	X
alkej-1107	43	17	.	.	PUNCT
alkej-1107	44	1	8292	8292	NUM
alkej-1107	44	2	(	(	PUNCT
alkej-1107	44	3	2025	2025	NUM
alkej-1107	44	4	)	)	PUNCT
alkej-1107	44	5	84	84	NUM
alkej-1107	45	1	the	the	DET
alkej-1107	45	2	remaining	remain	VERB
alkej-1107	45	3	parts	part	NOUN
alkej-1107	45	4	of	of	ADP
alkej-1107	45	5	this	this	DET
alkej-1107	45	6	work	work	NOUN
alkej-1107	45	7	are	be	AUX
alkej-1107	45	8	organised	organise	VERB
alkej-1107	45	9	as	as	SCONJ
alkej-1107	45	10	follows	follow	VERB
alkej-1107	45	11	:	:	PUNCT
alkej-1107	45	12	section	section	NOUN
alkej-1107	45	13	2	2	NUM
alkej-1107	45	14	presents	present	VERB
alkej-1107	45	15	a	a	DET
alkej-1107	45	16	brief	brief	ADJ
alkej-1107	45	17	overview	overview	NOUN
alkej-1107	45	18	of	of	ADP
alkej-1107	45	19	ga	ga	PROPN
alkej-1107	45	20	with	with	ADP
alkej-1107	45	21	crn	crn	PROPN
alkej-1107	45	22	,	,	PUNCT
alkej-1107	45	23	section	section	NOUN
alkej-1107	45	24	3	3	NUM
alkej-1107	45	25	discusses	discuss	VERB
alkej-1107	45	26	the	the	DET
alkej-1107	45	27	details	detail	NOUN
alkej-1107	45	28	related	relate	VERB
alkej-1107	45	29	to	to	ADP
alkej-1107	45	30	the	the	DET
alkej-1107	45	31	introduced	introduce	VERB
alkej-1107	45	32	system	system	NOUN
alkej-1107	45	33	model	model	NOUN
alkej-1107	45	34	,	,	PUNCT
alkej-1107	45	35	section	section	NOUN
alkej-1107	45	36	4	4	NUM
alkej-1107	45	37	talks	talk	NOUN
alkej-1107	45	38	about	about	ADP
alkej-1107	45	39	the	the	DET
alkej-1107	45	40	simulation	simulation	NOUN
alkej-1107	45	41	outcomes	outcome	NOUN
alkej-1107	45	42	,	,	PUNCT
alkej-1107	45	43	section	section	NOUN
alkej-1107	45	44	5	5	NUM
alkej-1107	45	45	talks	talk	NOUN
alkej-1107	45	46	about	about	ADP
alkej-1107	45	47	the	the	DET
alkej-1107	45	48	comparison	comparison	NOUN
alkej-1107	45	49	of	of	ADP
alkej-1107	45	50	the	the	DET
alkej-1107	45	51	proposal	proposal	NOUN
alkej-1107	45	52	with	with	ADP
alkej-1107	45	53	the	the	DET
alkej-1107	45	54	current	current	ADJ
alkej-1107	45	55	state	state	NOUN
alkej-1107	45	56	of	of	ADP
alkej-1107	45	57	the	the	DET
alkej-1107	45	58	art	art	NOUN
alkej-1107	45	59	and	and	CCONJ
alkej-1107	45	60	finally	finally	ADV
alkej-1107	45	61	,	,	PUNCT
alkej-1107	45	62	section	section	NOUN
alkej-1107	45	63	6	6	NUM
alkej-1107	45	64	ends	end	VERB
alkej-1107	45	65	the	the	DET
alkej-1107	45	66	paper	paper	NOUN
alkej-1107	45	67	by	by	ADP
alkej-1107	45	68	presenting	present	VERB
alkej-1107	45	69	the	the	DET
alkej-1107	45	70	conclusions	conclusion	NOUN
alkej-1107	45	71	.	.	PUNCT
alkej-1107	46	1	2	2	X
alkej-1107	46	2	.	.	X
alkej-1107	46	3	background	background	NOUN
alkej-1107	46	4	gas	gas	NOUN
alkej-1107	46	5	are	be	AUX
alkej-1107	46	6	a	a	DET
alkej-1107	46	7	category	category	NOUN
alkej-1107	46	8	of	of	ADP
alkej-1107	46	9	biologically	biologically	ADV
alkej-1107	46	10	inspired	inspire	VERB
alkej-1107	46	11	techniques	technique	NOUN
alkej-1107	46	12	for	for	ADP
alkej-1107	46	13	optimisation	optimisation	NOUN
alkej-1107	46	14	based	base	VERB
alkej-1107	46	15	on	on	ADP
alkej-1107	46	16	the	the	DET
alkej-1107	46	17	principles	principle	NOUN
alkej-1107	46	18	underlying	underlie	VERB
alkej-1107	46	19	biological	biological	ADJ
alkej-1107	46	20	evolution	evolution	NOUN
alkej-1107	46	21	.	.	PUNCT
alkej-1107	47	1	because	because	SCONJ
alkej-1107	47	2	of	of	ADP
alkej-1107	47	3	their	their	PRON
alkej-1107	47	4	versatility	versatility	NOUN
alkej-1107	47	5	and	and	CCONJ
alkej-1107	47	6	robustness	robustness	NOUN
alkej-1107	47	7	,	,	PUNCT
alkej-1107	47	8	gas	gas	NOUN
alkej-1107	47	9	are	be	AUX
alkej-1107	47	10	widely	widely	ADV
alkej-1107	47	11	used	use	VERB
alkej-1107	47	12	to	to	PART
alkej-1107	47	13	deal	deal	VERB
alkej-1107	47	14	with	with	ADP
alkej-1107	47	15	difficult	difficult	ADJ
alkej-1107	47	16	,	,	PUNCT
alkej-1107	47	17	multiple	multiple	ADJ
alkej-1107	47	18	optimisation	optimisation	NOUN
alkej-1107	47	19	problems	problem	NOUN
alkej-1107	47	20	.	.	PUNCT
alkej-1107	48	1	in	in	ADP
alkej-1107	48	2	today	today	NOUN
alkej-1107	48	3	’s	’s	PART
alkej-1107	48	4	mobile	mobile	ADJ
alkej-1107	48	5	communication	communication	NOUN
alkej-1107	48	6	systems	system	NOUN
alkej-1107	48	7	,	,	PUNCT
alkej-1107	48	8	gas	gas	NOUN
alkej-1107	48	9	have	have	AUX
alkej-1107	48	10	also	also	ADV
alkej-1107	48	11	been	be	AUX
alkej-1107	48	12	remarkably	remarkably	ADV
alkej-1107	48	13	effective	effective	ADJ
alkej-1107	48	14	in	in	ADP
alkej-1107	48	15	optimising	optimise	VERB
alkej-1107	48	16	rf	rf	ADJ
alkej-1107	48	17	utilisation	utilisation	NOUN
alkej-1107	48	18	.	.	PUNCT
alkej-1107	49	1	a	a	DET
alkej-1107	49	2	ga	ga	PROPN
alkej-1107	49	3	starts	start	VERB
alkej-1107	49	4	off	off	ADP
alkej-1107	49	5	with	with	ADP
alkej-1107	49	6	a	a	DET
alkej-1107	49	7	heterogeneous	heterogeneous	ADJ
alkej-1107	49	8	population	population	NOUN
alkej-1107	49	9	of	of	ADP
alkej-1107	49	10	possible	possible	ADJ
alkej-1107	49	11	solutions	solution	NOUN
alkej-1107	49	12	,	,	PUNCT
alkej-1107	49	13	each	each	PRON
alkej-1107	49	14	represented	represent	VERB
alkej-1107	49	15	as	as	ADP
alkej-1107	49	16	a	a	DET
alkej-1107	49	17	chromosome	chromosome	NOUN
alkej-1107	49	18	.	.	PUNCT
alkej-1107	50	1	the	the	DET
alkej-1107	50	2	actions	action	NOUN
alkej-1107	50	3	are	be	AUX
alkej-1107	50	4	then	then	ADV
alkej-1107	50	5	evaluated	evaluate	VERB
alkej-1107	50	6	by	by	ADP
alkej-1107	50	7	a	a	DET
alkej-1107	50	8	fitness	fitness	NOUN
alkej-1107	50	9	function	function	NOUN
alkej-1107	50	10	as	as	ADP
alkej-1107	50	11	the	the	DET
alkej-1107	50	12	measure	measure	NOUN
alkej-1107	50	13	of	of	ADP
alkej-1107	50	14	the	the	DET
alkej-1107	50	15	efficiencies	efficiency	NOUN
alkej-1107	50	16	of	of	ADP
alkej-1107	50	17	each	each	PRON
alkej-1107	50	18	in	in	ADP
alkej-1107	50	19	dealing	deal	VERB
alkej-1107	50	20	with	with	ADP
alkej-1107	50	21	the	the	DET
alkej-1107	50	22	problem	problem	NOUN
alkej-1107	50	23	at	at	ADP
alkej-1107	50	24	hand	hand	NOUN
alkej-1107	50	25	.	.	PUNCT
alkej-1107	51	1	next	next	ADV
alkej-1107	51	2	,	,	PUNCT
alkej-1107	51	3	this	this	DET
alkej-1107	51	4	population	population	NOUN
alkej-1107	51	5	is	be	AUX
alkej-1107	51	6	subjected	subject	VERB
alkej-1107	51	7	to	to	ADP
alkej-1107	51	8	several	several	ADJ
alkej-1107	51	9	generational	generational	ADJ
alkej-1107	51	10	successions	succession	NOUN
alkej-1107	51	11	under	under	ADP
alkej-1107	51	12	the	the	DET
alkej-1107	51	13	operations	operation	NOUN
alkej-1107	51	14	of	of	ADP
alkej-1107	51	15	selection	selection	NOUN
alkej-1107	51	16	,	,	PUNCT
alkej-1107	51	17	crossover	crossover	NOUN
alkej-1107	51	18	and	and	CCONJ
alkej-1107	51	19	mutation	mutation	NOUN
alkej-1107	51	20	,	,	PUNCT
alkej-1107	51	21	similar	similar	ADJ
alkej-1107	51	22	to	to	ADP
alkej-1107	51	23	actual	actual	ADJ
alkej-1107	51	24	genetic	genetic	ADJ
alkej-1107	51	25	processes	process	NOUN
alkej-1107	51	26	[	[	X
alkej-1107	51	27	12–14	12–14	NUM
alkej-1107	51	28	]	]	X
alkej-1107	51	29	.	.	PUNCT
alkej-1107	52	1	through	through	ADP
alkej-1107	52	2	succeeding	succeed	VERB
alkej-1107	52	3	generations	generation	NOUN
alkej-1107	52	4	,	,	PUNCT
alkej-1107	52	5	the	the	DET
alkej-1107	52	6	population	population	NOUN
alkej-1107	52	7	approaches	approach	VERB
alkej-1107	52	8	optimal	optimal	ADJ
alkej-1107	52	9	or	or	CCONJ
alkej-1107	52	10	near	near	ADV
alkej-1107	52	11	-	-	PUNCT
alkej-1107	52	12	optimal	optimal	ADJ
alkej-1107	52	13	solutions	solution	NOUN
alkej-1107	52	14	by	by	ADP
alkej-1107	52	15	preserving	preserve	VERB
alkej-1107	52	16	and	and	CCONJ
alkej-1107	52	17	enhancing	enhance	VERB
alkej-1107	52	18	the	the	DET
alkej-1107	52	19	most	most	ADV
alkej-1107	52	20	fit	fit	ADJ
alkej-1107	52	21	people	people	NOUN
alkej-1107	52	22	.	.	PUNCT
alkej-1107	53	1	in	in	ADP
alkej-1107	53	2	wireless	wireless	ADJ
alkej-1107	53	3	systems	system	NOUN
alkej-1107	53	4	,	,	PUNCT
alkej-1107	53	5	genetic	genetic	ADJ
alkej-1107	53	6	algorithms	algorithm	NOUN
alkej-1107	53	7	have	have	AUX
alkej-1107	53	8	shown	show	VERB
alkej-1107	53	9	significant	significant	ADJ
alkej-1107	53	10	potential	potential	NOUN
alkej-1107	53	11	in	in	ADP
alkej-1107	53	12	numerous	numerous	ADJ
alkej-1107	53	13	critical	critical	ADJ
alkej-1107	53	14	domains	domain	NOUN
alkej-1107	53	15	,	,	PUNCT
alkej-1107	53	16	including	include	VERB
alkej-1107	53	17	spectrum	spectrum	NOUN
alkej-1107	53	18	allocation	allocation	NOUN
alkej-1107	53	19	,	,	PUNCT
alkej-1107	53	20	which	which	PRON
alkej-1107	53	21	involves	involve	VERB
alkej-1107	53	22	the	the	DET
alkej-1107	53	23	successful	successful	ADJ
alkej-1107	53	24	allocation	allocation	NOUN
alkej-1107	53	25	of	of	ADP
alkej-1107	53	26	frequency	frequency	NOUN
alkej-1107	53	27	bands	band	NOUN
alkej-1107	53	28	to	to	PART
alkej-1107	53	29	reduce	reduce	VERB
alkej-1107	53	30	interference	interference	NOUN
alkej-1107	53	31	whilst	whilst	SCONJ
alkej-1107	53	32	satisfying	satisfy	VERB
alkej-1107	53	33	the	the	DET
alkej-1107	53	34	demands	demand	NOUN
alkej-1107	53	35	of	of	ADP
alkej-1107	53	36	diverse	diverse	ADJ
alkej-1107	53	37	users	user	NOUN
alkej-1107	53	38	.	.	PUNCT
alkej-1107	54	1	crns	crn	NOUN
alkej-1107	54	2	have	have	VERB
alkej-1107	54	3	an	an	DET
alkej-1107	54	4	enhanced	enhanced	ADJ
alkej-1107	54	5	precision	precision	NOUN
alkej-1107	54	6	in	in	ADP
alkej-1107	54	7	identifying	identify	VERB
alkej-1107	54	8	main	main	ADJ
alkej-1107	54	9	users	user	NOUN
alkej-1107	54	10	(	(	PUNCT
alkej-1107	54	11	pus	pus	NOUN
alkej-1107	54	12	)	)	PUNCT
alkej-1107	54	13	and	and	CCONJ
alkej-1107	54	14	selecting	select	VERB
alkej-1107	54	15	suitable	suitable	ADJ
alkej-1107	54	16	transmission	transmission	NOUN
alkej-1107	54	17	bands	band	NOUN
alkej-1107	54	18	based	base	VERB
alkej-1107	54	19	on	on	ADP
alkej-1107	54	20	environmental	environmental	ADJ
alkej-1107	54	21	circumstances	circumstance	NOUN
alkej-1107	54	22	[	[	X
alkej-1107	54	23	15	15	NUM
alkej-1107	54	24	]	]	PUNCT
alkej-1107	54	25	.	.	PUNCT
alkej-1107	55	1	power	power	NOUN
alkej-1107	55	2	control	control	NOUN
alkej-1107	55	3	and	and	CCONJ
alkej-1107	55	4	spectrum	spectrum	NOUN
alkej-1107	55	5	sharing	sharing	NOUN
alkej-1107	55	6	involves	involve	VERB
alkej-1107	55	7	the	the	DET
alkej-1107	55	8	optimisation	optimisation	NOUN
alkej-1107	55	9	of	of	ADP
alkej-1107	55	10	transmission	transmission	NOUN
alkej-1107	55	11	power	power	NOUN
alkej-1107	55	12	and	and	CCONJ
alkej-1107	55	13	resource	resource	NOUN
alkej-1107	55	14	allocation	allocation	NOUN
alkej-1107	55	15	procedures	procedure	NOUN
alkej-1107	55	16	to	to	PART
alkej-1107	55	17	enhance	enhance	VERB
alkej-1107	55	18	reliability	reliability	NOUN
alkej-1107	55	19	and	and	CCONJ
alkej-1107	55	20	mitigate	mitigate	VERB
alkej-1107	55	21	cochannel	cochannel	NOUN
alkej-1107	55	22	interference	interference	NOUN
alkej-1107	55	23	.	.	PUNCT
alkej-1107	56	1	although	although	SCONJ
alkej-1107	56	2	successful	successful	ADJ
alkej-1107	56	3	,	,	PUNCT
alkej-1107	56	4	gas	gas	NOUN
alkej-1107	56	5	are	be	AUX
alkej-1107	56	6	sensitive	sensitive	ADJ
alkej-1107	56	7	to	to	ADP
alkej-1107	56	8	specific	specific	ADJ
alkej-1107	56	9	design	design	NOUN
alkej-1107	56	10	factors	factor	NOUN
alkej-1107	56	11	,	,	PUNCT
alkej-1107	56	12	such	such	ADJ
alkej-1107	56	13	as	as	ADP
alkej-1107	56	14	mutation	mutation	NOUN
alkej-1107	56	15	rate	rate	NOUN
alkej-1107	56	16	,	,	PUNCT
alkej-1107	56	17	crossover	crossover	ADP
alkej-1107	56	18	frequency	frequency	NOUN
alkej-1107	56	19	and	and	CCONJ
alkej-1107	56	20	the	the	DET
alkej-1107	56	21	number	number	NOUN
alkej-1107	56	22	of	of	ADP
alkej-1107	56	23	individuals	individual	NOUN
alkej-1107	56	24	,	,	PUNCT
alkej-1107	56	25	thus	thus	ADV
alkej-1107	56	26	requiring	require	VERB
alkej-1107	56	27	meticulous	meticulous	ADJ
alkej-1107	56	28	adjustment	adjustment	NOUN
alkej-1107	56	29	to	to	PART
alkej-1107	56	30	guarantee	guarantee	VERB
alkej-1107	56	31	convergence	convergence	NOUN
alkej-1107	56	32	and	and	CCONJ
alkej-1107	56	33	prevent	prevent	VERB
alkej-1107	56	34	premature	premature	ADJ
alkej-1107	56	35	stagnation	stagnation	NOUN
alkej-1107	56	36	[	[	X
alkej-1107	56	37	16	16	NUM
alkej-1107	56	38	]	]	PUNCT
alkej-1107	56	39	.	.	PUNCT
alkej-1107	57	1	in	in	ADP
alkej-1107	57	2	signal	signal	ADJ
alkej-1107	57	3	processing	processing	NOUN
alkej-1107	57	4	,	,	PUNCT
alkej-1107	57	5	gas	gas	NOUN
alkej-1107	57	6	have	have	AUX
alkej-1107	57	7	demonstrated	demonstrate	VERB
alkej-1107	57	8	promising	promise	VERB
alkej-1107	57	9	outcomes	outcome	NOUN
alkej-1107	57	10	in	in	ADP
alkej-1107	57	11	complex	complex	ADJ
alkej-1107	57	12	situations	situation	NOUN
alkej-1107	57	13	involving	involve	VERB
alkej-1107	57	14	multiple	multiple	ADJ
alkej-1107	57	15	-	-	PUNCT
alkej-1107	57	16	input	input	NOUN
alkej-1107	57	17	multiple	multiple	ADJ
alkej-1107	57	18	-	-	PUNCT
alkej-1107	57	19	output	output	NOUN
alkej-1107	57	20	(	(	PUNCT
alkej-1107	57	21	mimo	mimo	PROPN
alkej-1107	57	22	)	)	PUNCT
alkej-1107	57	23	systems	system	NOUN
alkej-1107	57	24	and	and	CCONJ
alkej-1107	57	25	intricate	intricate	ADJ
alkej-1107	57	26	modulation	modulation	NOUN
alkej-1107	57	27	schemes	scheme	NOUN
alkej-1107	57	28	(	(	PUNCT
alkej-1107	57	29	e.g.	e.g.	ADV
alkej-1107	57	30	mpsk	mpsk	NOUN
alkej-1107	57	31	)	)	PUNCT
alkej-1107	57	32	,	,	PUNCT
alkej-1107	57	33	by	by	ADP
alkej-1107	57	34	effectively	effectively	ADV
alkej-1107	57	35	manoeuvering	manoeuver	VERB
alkej-1107	57	36	through	through	ADP
alkej-1107	57	37	noisy	noisy	ADJ
alkej-1107	57	38	signal	signal	NOUN
alkej-1107	57	39	environments	environment	NOUN
alkej-1107	57	40	and	and	CCONJ
alkej-1107	57	41	improving	improve	VERB
alkej-1107	57	42	detection	detection	NOUN
alkej-1107	57	43	performance	performance	NOUN
alkej-1107	57	44	[	[	X
alkej-1107	57	45	17–19	17–19	NUM
alkej-1107	57	46	]	]	PUNCT
alkej-1107	57	47	.	.	PUNCT
alkej-1107	58	1	in	in	ADP
alkej-1107	58	2	conclusion	conclusion	NOUN
alkej-1107	58	3	,	,	PUNCT
alkej-1107	58	4	gas	gas	NOUN
alkej-1107	58	5	offer	offer	VERB
alkej-1107	58	6	a	a	DET
alkej-1107	58	7	versatile	versatile	ADJ
alkej-1107	58	8	and	and	CCONJ
alkej-1107	58	9	effective	effective	ADJ
alkej-1107	58	10	framework	framework	NOUN
alkej-1107	58	11	for	for	ADP
alkej-1107	58	12	dynamic	dynamic	ADJ
alkej-1107	58	13	spectrum	spectrum	NOUN
alkej-1107	58	14	management	management	NOUN
alkej-1107	58	15	,	,	PUNCT
alkej-1107	58	16	especially	especially	ADV
alkej-1107	58	17	in	in	ADP
alkej-1107	58	18	future	future	ADJ
alkej-1107	58	19	-	-	PUNCT
alkej-1107	58	20	oriented	orient	VERB
alkej-1107	58	21	communication	communication	NOUN
alkej-1107	58	22	networks	network	NOUN
alkej-1107	58	23	in	in	ADP
alkej-1107	58	24	which	which	PRON
alkej-1107	58	25	real	real	ADJ
alkej-1107	58	26	-	-	PUNCT
alkej-1107	58	27	time	time	NOUN
alkej-1107	58	28	improvement	improvement	NOUN
alkej-1107	58	29	is	be	AUX
alkej-1107	58	30	critical	critical	ADJ
alkej-1107	59	1	[	[	X
alkej-1107	59	2	20	20	NUM
alkej-1107	59	3	]	]	PUNCT
alkej-1107	59	4	.	.	PUNCT
alkej-1107	60	1	3	3	X
alkej-1107	60	2	.	.	X
alkej-1107	60	3	system	system	NOUN
alkej-1107	60	4	model	model	NOUN
alkej-1107	60	5	the	the	DET
alkej-1107	60	6	significant	significant	ADJ
alkej-1107	60	7	role	role	NOUN
alkej-1107	60	8	of	of	ADP
alkej-1107	60	9	sensing	sense	VERB
alkej-1107	60	10	stage	stage	NOUN
alkej-1107	60	11	in	in	ADP
alkej-1107	60	12	the	the	DET
alkej-1107	60	13	crn	crn	NOUN
alkej-1107	60	14	systems	system	NOUN
alkej-1107	60	15	is	be	AUX
alkej-1107	60	16	highly	highly	ADV
alkej-1107	60	17	affected	affected	ADJ
alkej-1107	60	18	due	due	ADJ
alkej-1107	60	19	to	to	ADP
alkej-1107	60	20	bad	bad	ADJ
alkej-1107	60	21	environments	environment	NOUN
alkej-1107	60	22	(	(	PUNCT
alkej-1107	60	23	e.g.	e.g.	ADV
alkej-1107	60	24	,	,	PUNCT
alkej-1107	60	25	fading	fade	VERB
alkej-1107	60	26	and	and	CCONJ
alkej-1107	60	27	additive	additive	ADJ
alkej-1107	60	28	white	white	ADJ
alkej-1107	60	29	gaussian	gaussian	PROPN
alkej-1107	60	30	noise	noise	NOUN
alkej-1107	60	31	(	(	PUNCT
alkej-1107	60	32	awgn	awgn	NOUN
alkej-1107	60	33	)	)	PUNCT
alkej-1107	60	34	)	)	PUNCT
alkej-1107	60	35	in	in	ADP
alkej-1107	60	36	communication	communication	NOUN
alkej-1107	60	37	channels	channel	NOUN
alkej-1107	60	38	.	.	PUNCT
alkej-1107	61	1	the	the	DET
alkej-1107	61	2	soft	soft	ADJ
alkej-1107	61	3	decision	decision	NOUN
alkej-1107	61	4	fusion	fusion	NOUN
alkej-1107	61	5	(	(	PUNCT
alkej-1107	61	6	sdf)-based	sdf)-base	VERB
alkej-1107	61	7	cooperative	cooperative	ADJ
alkej-1107	61	8	scheme	scheme	NOUN
alkej-1107	61	9	is	be	AUX
alkej-1107	61	10	employed	employ	VERB
alkej-1107	61	11	so	so	ADV
alkej-1107	61	12	as	as	SCONJ
alkej-1107	61	13	to	to	PART
alkej-1107	61	14	improve	improve	VERB
alkej-1107	61	15	detection	detection	NOUN
alkej-1107	61	16	reliability	reliability	NOUN
alkej-1107	61	17	.	.	PUNCT
alkej-1107	62	1	the	the	DET
alkej-1107	62	2	architecture	architecture	NOUN
alkej-1107	62	3	consists	consist	VERB
alkej-1107	62	4	of	of	ADP
alkej-1107	62	5	multiple	multiple	ADJ
alkej-1107	62	6	sus	sus	PROPN
alkej-1107	62	7	,	,	PUNCT
alkej-1107	62	8	so	so	ADV
alkej-1107	62	9	-	-	PUNCT
alkej-1107	62	10	called	call	VERB
alkej-1107	62	11	relays	relay	NOUN
alkej-1107	62	12	,	,	PUNCT
alkej-1107	62	13	forwarding	forward	VERB
alkej-1107	62	14	sensed	sense	VERB
alkej-1107	62	15	information	information	NOUN
alkej-1107	62	16	to	to	ADP
alkej-1107	62	17	a	a	DET
alkej-1107	62	18	central	central	ADJ
alkej-1107	62	19	fusion	fusion	NOUN
alkej-1107	62	20	centre	centre	NOUN
alkej-1107	62	21	(	(	PUNCT
alkej-1107	62	22	fc	fc	PROPN
alkej-1107	62	23	)	)	PUNCT
alkej-1107	62	24	.	.	PUNCT
alkej-1107	63	1	the	the	DET
alkej-1107	63	2	redesigned	redesign	VERB
alkej-1107	63	3	cooperative	cooperative	ADJ
alkej-1107	63	4	system	system	NOUN
alkej-1107	63	5	model	model	NOUN
alkej-1107	63	6	with	with	ADP
alkej-1107	63	7	updated	update	VERB
alkej-1107	63	8	notations	notation	NOUN
alkej-1107	63	9	is	be	AUX
alkej-1107	63	10	shown	show	VERB
alkej-1107	63	11	in	in	ADP
alkej-1107	63	12	fig	fig	NOUN
alkej-1107	63	13	.	.	PUNCT
alkej-1107	64	1	2	2	NUM
alkej-1107	65	1	[	[	X
alkej-1107	65	2	21–25	21–25	NUM
alkej-1107	65	3	]	]	SYM
alkej-1107	65	4	.	.	PUNCT
alkej-1107	65	5	3.1	3.1	NUM
alkej-1107	65	6	.	.	PUNCT
alkej-1107	65	7	primary	primary	ADJ
alkej-1107	65	8	-	-	PUNCT
alkej-1107	65	9	relay	relay	NOUN
alkej-1107	65	10	channel	channel	NOUN
alkej-1107	65	11	modelling	model	VERB
alkej-1107	65	12	each	each	DET
alkej-1107	65	13	secondary	secondary	ADJ
alkej-1107	65	14	user	user	NOUN
alkej-1107	65	15	performs	perform	VERB
alkej-1107	65	16	local	local	ADJ
alkej-1107	65	17	spectrum	spectrum	NOUN
alkej-1107	65	18	sensing	sense	VERB
alkej-1107	65	19	to	to	PART
alkej-1107	65	20	detect	detect	VERB
alkej-1107	65	21	the	the	DET
alkej-1107	65	22	presence	presence	NOUN
alkej-1107	65	23	of	of	ADP
alkej-1107	65	24	a	a	DET
alkej-1107	65	25	primary	primary	ADJ
alkej-1107	65	26	user	user	NOUN
alkej-1107	65	27	(	(	PUNCT
alkej-1107	65	28	pu	pu	PROPN
alkej-1107	65	29	)	)	PUNCT
alkej-1107	65	30	.	.	PUNCT
alkej-1107	66	1	the	the	DET
alkej-1107	66	2	sensing	sense	VERB
alkej-1107	66	3	process	process	NOUN
alkej-1107	66	4	is	be	AUX
alkej-1107	66	5	formulated	formulate	VERB
alkej-1107	66	6	as	as	ADP
alkej-1107	66	7	a	a	DET
alkej-1107	66	8	binary	binary	ADJ
alkej-1107	66	9	hypothesis	hypothesis	NOUN
alkej-1107	66	10	test	test	NOUN
alkej-1107	66	11	:	:	PUNCT
alkej-1107	66	12	under	under	ADP
alkej-1107	66	13	the	the	DET
alkej-1107	66	14	null	null	ADJ
alkej-1107	66	15	hypothesis	hypothesis	NOUN
alkej-1107	66	16	h₀	h₀	NOUN
alkej-1107	66	17	(	(	PUNCT
alkej-1107	66	18	no	no	DET
alkej-1107	66	19	pu	pu	PROPN
alkej-1107	66	20	signal	signal	NOUN
alkej-1107	66	21	):	):	PUNCT
alkej-1107	66	22	rk[m	rk[m	PROPN
alkej-1107	66	23	]	]	X
alkej-1107	66	24	=	=	PUNCT
alkej-1107	66	25	ηk[m	ηk[m	PROPN
alkej-1107	66	26	]	]	PUNCT
alkej-1107	66	27	,	,	PUNCT
alkej-1107	66	28	…	…	PUNCT
alkej-1107	66	29	(	(	PUNCT
alkej-1107	66	30	1	1	NUM
alkej-1107	66	31	)	)	PUNCT
alkej-1107	66	32	under	under	ADP
alkej-1107	66	33	alternative	alternative	ADJ
alkej-1107	66	34	hypothesis	hypothesis	NOUN
alkej-1107	66	35	h₁	h₁	NOUN
alkej-1107	66	36	(	(	PUNCT
alkej-1107	66	37	pu	pu	PROPN
alkej-1107	66	38	present	present	ADJ
alkej-1107	66	39	):	):	PUNCT
alkej-1107	66	40	rk[m	rk[m	PROPN
alkej-1107	66	41	]	]	X
alkej-1107	66	42	=	=	PUNCT
alkej-1107	66	43	αk·s[m	αk·s[m	NUM
alkej-1107	66	44	]	]	X
alkej-1107	67	1	+	+	CCONJ
alkej-1107	67	2	ηk[m	ηk[m	PROPN
alkej-1107	67	3	]	]	X
alkej-1107	67	4	,	,	PUNCT
alkej-1107	67	5	…	…	PUNCT
alkej-1107	67	6	(	(	PUNCT
alkej-1107	67	7	2	2	NUM
alkej-1107	67	8	)	)	PUNCT
alkej-1107	67	9	where	where	SCONJ
alkej-1107	67	10	rk[m	rk[m	PROPN
alkej-1107	67	11	]	]	X
alkej-1107	67	12	denotes	denote	VERB
alkej-1107	67	13	the	the	DET
alkej-1107	67	14	m	m	PROPN
alkej-1107	67	15	-	-	PUNCT
alkej-1107	67	16	th	th	VERB
alkej-1107	67	17	received	receive	VERB
alkej-1107	67	18	signal	signal	NOUN
alkej-1107	67	19	sample	sample	NOUN
alkej-1107	67	20	at	at	ADP
alkej-1107	67	21	the	the	DET
alkej-1107	67	22	k	k	PROPN
alkej-1107	67	23	-	-	PUNCT
alkej-1107	67	24	th	th	X
alkej-1107	67	25	su	su	PROPN
alkej-1107	67	26	.	.	PUNCT
alkej-1107	68	1	the	the	DET
alkej-1107	68	2	variable	variable	ADJ
alkej-1107	68	3	ηk[m	ηk[m	PROPN
alkej-1107	68	4	]	]	PUNCT
alkej-1107	68	5	represents	represent	VERB
alkej-1107	68	6	the	the	DET
alkej-1107	68	7	awgn	awgn	NOUN
alkej-1107	68	8	at	at	ADP
alkej-1107	68	9	su	su	PROPN
alkej-1107	68	10	-	-	PROPN
alkej-1107	68	11	k	k	PROPN
alkej-1107	68	12	,	,	PUNCT
alkej-1107	68	13	assumed	assume	VERB
alkej-1107	68	14	to	to	PART
alkej-1107	68	15	have	have	VERB
alkej-1107	68	16	zero	zero	NUM
alkej-1107	68	17	mean	mean	NOUN
alkej-1107	68	18	with	with	ADP
alkej-1107	68	19	variance	variance	NOUN
alkej-1107	68	20	σ²ηₖ.	σ²ηₖ.	NOUN
alkej-1107	68	21	in	in	ADP
alkej-1107	68	22	addition	addition	NOUN
alkej-1107	68	23	,	,	PUNCT
alkej-1107	68	24	αk	αk	CCONJ
alkej-1107	68	25	denotes	denote	VERB
alkej-1107	68	26	the	the	DET
alkej-1107	68	27	sensing	sense	VERB
alkej-1107	68	28	channel	channel	NOUN
alkej-1107	68	29	gain	gain	NOUN
alkej-1107	68	30	between	between	ADP
alkej-1107	68	31	the	the	DET
alkej-1107	68	32	primary	primary	ADJ
alkej-1107	68	33	user	user	NOUN
alkej-1107	68	34	and	and	CCONJ
alkej-1107	68	35	the	the	DET
alkej-1107	68	36	kth	kth	PROPN
alkej-1107	68	37	su	su	PROPN
alkej-1107	68	38	,	,	PUNCT
alkej-1107	68	39	incorporating	incorporate	VERB
alkej-1107	68	40	effects	effect	NOUN
alkej-1107	68	41	,	,	PUNCT
alkej-1107	68	42	such	such	ADJ
alkej-1107	68	43	as	as	ADP
alkej-1107	68	44	shadowing	shadow	VERB
alkej-1107	68	45	and	and	CCONJ
alkej-1107	68	46	multipath	multipath	NOUN
alkej-1107	68	47	fading	fading	NOUN
alkej-1107	68	48	.	.	PUNCT
alkej-1107	69	1	the	the	DET
alkej-1107	69	2	pu	pu	PROPN
alkej-1107	69	3	’s	’s	PART
alkej-1107	69	4	transmitted	transmit	VERB
alkej-1107	69	5	signal	signal	NOUN
alkej-1107	69	6	s[m	s[m	PROPN
alkej-1107	69	7	]	]	PUNCT
alkej-1107	69	8	is	be	AUX
alkej-1107	69	9	modelled	model	VERB
alkej-1107	69	10	as	as	ADP
alkej-1107	69	11	a	a	DET
alkej-1107	69	12	zero	zero	NUM
alkej-1107	69	13	-	-	PUNCT
alkej-1107	69	14	mean	mean	ADJ
alkej-1107	69	15	gaussian	gaussian	ADJ
alkej-1107	69	16	random	random	ADJ
alkej-1107	69	17	process	process	NOUN
alkej-1107	69	18	with	with	ADP
alkej-1107	69	19	variance	variance	NOUN
alkej-1107	69	20	σ²s	σ²s	PROPN
alkej-1107	69	21	.	.	PUNCT
alkej-1107	69	22	table	table	NOUN
alkej-1107	69	23	1	1	NUM
alkej-1107	69	24	provides	provide	VERB
alkej-1107	69	25	a	a	DET
alkej-1107	69	26	reference	reference	NOUN
alkej-1107	69	27	for	for	ADP
alkej-1107	69	28	the	the	DET
alkej-1107	69	29	variables	variable	NOUN
alkej-1107	69	30	used	use	VERB
alkej-1107	69	31	in	in	ADP
alkej-1107	69	32	fig	fig	NOUN
alkej-1107	69	33	.	.	PUNCT
alkej-1107	70	1	3	3	NUM
alkej-1107	70	2	,	,	PUNCT
alkej-1107	70	3	along	along	ADP
alkej-1107	70	4	with	with	ADP
alkej-1107	70	5	their	their	PRON
alkej-1107	70	6	corresponding	correspond	VERB
alkej-1107	70	7	definitions	definition	NOUN
alkej-1107	70	8	,	,	PUNCT
alkej-1107	70	9	as	as	SCONJ
alkej-1107	70	10	described	describe	VERB
alkej-1107	70	11	in	in	ADP
alkej-1107	70	12	the	the	DET
alkej-1107	70	13	system	system	NOUN
alkej-1107	70	14	model	model	NOUN
alkej-1107	70	15	.	.	PUNCT
alkej-1107	71	1	ahmed	ahmed	PROPN
alkej-1107	71	2	a.	a.	PROPN
alkej-1107	71	3	thabit	thabit	PROPN
alkej-1107	71	4	al	al	PROPN
alkej-1107	71	5	-	-	PUNCT
alkej-1107	71	6	khwarizmi	khwarizmi	PROPN
alkej-1107	71	7	engineering	engineering	NOUN
alkej-1107	71	8	journal	journal	PROPN
alkej-1107	71	9	,	,	PUNCT
alkej-1107	71	10	vol	vol	NOUN
alkej-1107	71	11	.	.	PROPN
alkej-1107	71	12	21	21	NUM
alkej-1107	71	13	,	,	PUNCT
alkej-1107	71	14	no.4	no.4	PROPN
alkej-1107	71	15	,	,	PUNCT
alkej-1107	71	16	pp	pp	X
alkej-1107	71	17	.	.	PUNCT
alkej-1107	72	1	8292	8292	NUM
alkej-1107	72	2	(	(	PUNCT
alkej-1107	72	3	2025	2025	NUM
alkej-1107	72	4	)	)	PUNCT
alkej-1107	72	5	85	85	NUM
alkej-1107	72	6	table	table	NOUN
alkej-1107	72	7	1	1	NUM
alkej-1107	72	8	,	,	PUNCT
alkej-1107	72	9	variable	variable	ADJ
alkej-1107	72	10	definitions	definition	NOUN
alkej-1107	72	11	used	use	VERB
alkej-1107	72	12	fig	fig	NOUN
alkej-1107	72	13	.	.	PUNCT
alkej-1107	73	1	3	3	X
alkej-1107	73	2	.	.	X
alkej-1107	73	3	cooperative	cooperative	ADJ
alkej-1107	73	4	sensing	sense	VERB
alkej-1107	73	5	system	system	NOUN
alkej-1107	73	6	model	model	NOUN
alkej-1107	73	7	using	use	VERB
alkej-1107	73	8	updated	update	VERB
alkej-1107	73	9	variable	variable	ADJ
alkej-1107	73	10	notations	notation	NOUN
alkej-1107	73	11	.	.	PUNCT
alkej-1107	74	1	3.2	3.2	NUM
alkej-1107	74	2	.	.	PUNCT
alkej-1107	74	3	relay	relay	NOUN
alkej-1107	74	4	-	-	PUNCT
alkej-1107	74	5	fusion	fusion	NOUN
alkej-1107	74	6	channel	channel	NOUN
alkej-1107	74	7	modelling	model	VERB
alkej-1107	74	8	this	this	DET
alkej-1107	74	9	subsection	subsection	NOUN
alkej-1107	74	10	describes	describe	VERB
alkej-1107	74	11	the	the	DET
alkej-1107	74	12	transmission	transmission	NOUN
alkej-1107	74	13	from	from	ADP
alkej-1107	74	14	su	su	PROPN
alkej-1107	74	15	to	to	PART
alkej-1107	74	16	fc	fc	PROPN
alkej-1107	74	17	as	as	SCONJ
alkej-1107	74	18	seen	see	VERB
alkej-1107	74	19	in	in	ADP
alkej-1107	74	20	equation	equation	NOUN
alkej-1107	74	21	3	3	NUM
alkej-1107	74	22	:	:	PUNCT
alkej-1107	74	23	yk[m]=	yk[m]=	NOUN
alkej-1107	74	24	τk·βk·rk[m	τk·βk·rk[m	NOUN
alkej-1107	74	25	]	]	X
alkej-1107	75	1	+	+	CCONJ
alkej-1107	75	2	ξk[m	ξk[m	PROPN
alkej-1107	75	3	]	]	X
alkej-1107	75	4	,	,	PUNCT
alkej-1107	75	5	…	…	PUNCT
alkej-1107	75	6	(	(	PUNCT
alkej-1107	75	7	3	3	NUM
alkej-1107	75	8	)	)	PUNCT
alkej-1107	75	9	where	where	SCONJ
alkej-1107	75	10	τk	τk	ADV
alkej-1107	75	11	is	be	AUX
alkej-1107	75	12	the	the	DET
alkej-1107	75	13	transmission	transmission	NOUN
alkej-1107	75	14	power	power	NOUN
alkej-1107	75	15	of	of	ADP
alkej-1107	75	16	su	su	PROPN
alkej-1107	75	17	-	-	PROPN
alkej-1107	75	18	k	k	PROPN
alkej-1107	75	19	,	,	PUNCT
alkej-1107	75	20	βk	βk	ADJ
alkej-1107	75	21	is	be	AUX
alkej-1107	75	22	the	the	DET
alkej-1107	75	23	amplitude	amplitude	NOUN
alkej-1107	75	24	gain	gain	NOUN
alkej-1107	75	25	of	of	ADP
alkej-1107	75	26	the	the	DET
alkej-1107	75	27	reporting	reporting	NOUN
alkej-1107	75	28	channel	channel	NOUN
alkej-1107	75	29	between	between	ADP
alkej-1107	75	30	su	su	PROPN
alkej-1107	75	31	-	-	PROPN
alkej-1107	75	32	k	k	PROPN
alkej-1107	75	33	and	and	CCONJ
alkej-1107	75	34	the	the	DET
alkej-1107	75	35	fc	fc	PROPN
alkej-1107	75	36	and	and	CCONJ
alkej-1107	75	37	ξk[m	ξk[m	PROPN
alkej-1107	75	38	]	]	X
alkej-1107	75	39	is	be	AUX
alkej-1107	75	40	the	the	DET
alkej-1107	75	41	awgn	awgn	NOUN
alkej-1107	75	42	at	at	ADP
alkej-1107	75	43	the	the	DET
alkej-1107	75	44	fc	fc	PROPN
alkej-1107	75	45	from	from	ADP
alkej-1107	75	46	su	su	PROPN
alkej-1107	75	47	-	-	PROPN
alkej-1107	75	48	k	k	NOUN
alkej-1107	75	49	,	,	PUNCT
alkej-1107	75	50	as	as	ADV
alkej-1107	75	51	well	well	ADV
alkej-1107	75	52	as	as	ADP
alkej-1107	75	53	a	a	DET
alkej-1107	75	54	zero	zero	NUM
alkej-1107	75	55	-	-	PUNCT
alkej-1107	75	56	mean	mean	NOUN
alkej-1107	75	57	variance	variance	NOUN
alkej-1107	75	58	of	of	ADP
alkej-1107	75	59	σ²ξₖ.	σ²ξₖ.	NOUN
alkej-1107	75	60	substituting	substitute	VERB
alkej-1107	75	61	the	the	DET
alkej-1107	75	62	hypotheses	hypothesis	NOUN
alkej-1107	75	63	into	into	ADP
alkej-1107	75	64	(	(	PUNCT
alkej-1107	75	65	3	3	NUM
alkej-1107	75	66	)	)	PUNCT
alkej-1107	75	67	,	,	PUNCT
alkej-1107	75	68	under	under	ADP
alkej-1107	75	69	h₀	h₀	NOUN
alkej-1107	75	70	:	:	PUNCT
alkej-1107	75	71	yk[m	yk[m	PROPN
alkej-1107	75	72	]	]	X
alkej-1107	75	73	=	=	SYM
alkej-1107	75	74	τk·βk·ηk[m	τk·βk·ηk[m	NOUN
alkej-1107	75	75	]	]	X
alkej-1107	75	76	+	+	CCONJ
alkej-1107	75	77	ξk[m	ξk[m	PROPN
alkej-1107	75	78	]	]	X
alkej-1107	75	79	,	,	PUNCT
alkej-1107	75	80	…	…	PUNCT
alkej-1107	75	81	(	(	PUNCT
alkej-1107	75	82	4	4	NUM
alkej-1107	75	83	)	)	PUNCT
alkej-1107	75	84	yk[m	yk[m	NOUN
alkej-1107	75	85	]	]	X
alkej-1107	75	86	=	=	PUNCT
alkej-1107	76	1	τk·βk·αk·s[m	τk·βk·αk·s[m	X
alkej-1107	76	2	]	]	X
alkej-1107	76	3	+	+	CCONJ
alkej-1107	76	4	τk·βk·ηk[m	τk·βk·ηk[m	NOUN
alkej-1107	76	5	]	]	X
alkej-1107	76	6	+	+	CCONJ
alkej-1107	76	7	ξk[m	ξk[m	PROPN
alkej-1107	76	8	]	]	X
alkej-1107	76	9	…	…	PUNCT
alkej-1107	76	10	(	(	PUNCT
alkej-1107	76	11	5	5	NUM
alkej-1107	76	12	)	)	PUNCT
alkej-1107	76	13	however	however	ADV
alkej-1107	76	14	,	,	PUNCT
alkej-1107	76	15	under	under	ADP
alkej-1107	76	16	h₁	h₁	NOUN
alkej-1107	76	17	:	:	PUNCT
alkej-1107	76	18	zk	zk	PROPN
alkej-1107	76	19	=	=	PUNCT
alkej-1107	76	20	σ{m=1}n	σ{m=1}n	VERB
alkej-1107	76	21	|yk[m]|²	|yk[m]|²	PROPN
alkej-1107	76	22	.	.	PUNCT
alkej-1107	77	1	…	…	PUNCT
alkej-1107	77	2	(	(	PUNCT
alkej-1107	77	3	6	6	NUM
alkej-1107	77	4	)	)	PUNCT
alkej-1107	77	5	let	let	VERB
alkej-1107	77	6	zk	zk	PRON
alkej-1107	77	7	denote	denote	VERB
alkej-1107	77	8	the	the	DET
alkej-1107	77	9	energy	energy	NOUN
alkej-1107	77	10	estimate	estimate	NOUN
alkej-1107	77	11	computed	compute	VERB
alkej-1107	77	12	at	at	ADP
alkej-1107	77	13	the	the	DET
alkej-1107	77	14	fc	fc	PROPN
alkej-1107	77	15	from	from	ADP
alkej-1107	77	16	su	su	PROPN
alkej-1107	77	17	-	-	PUNCT
alkej-1107	77	18	k	k	PROPN
alkej-1107	77	19	’s	’s	ADJ
alkej-1107	77	20	signal	signal	NOUN
alkej-1107	77	21	:	:	PUNCT
alkej-1107	77	22	this	this	DET
alkej-1107	77	23	test	test	NOUN
alkej-1107	77	24	statistic	statistic	NOUN
alkej-1107	77	25	zk	zk	PROPN
alkej-1107	77	26	approximates	approximate	VERB
alkej-1107	77	27	a	a	DET
alkej-1107	77	28	gaussian	gaussian	ADJ
alkej-1107	77	29	distribution	distribution	NOUN
alkej-1107	77	30	via	via	ADP
alkej-1107	77	31	the	the	DET
alkej-1107	77	32	central	central	ADJ
alkej-1107	77	33	limit	limit	NOUN
alkej-1107	77	34	theorem	theorem	VERB
alkej-1107	77	35	.	.	PUNCT
alkej-1107	78	1	its	its	PRON
alkej-1107	78	2	statistical	statistical	ADJ
alkej-1107	78	3	parameters	parameter	NOUN
alkej-1107	78	4	under	under	ADP
alkej-1107	78	5	each	each	DET
alkej-1107	78	6	hypothesis	hypothesis	NOUN
alkej-1107	78	7	are	be	AUX
alkej-1107	78	8	given	give	VERB
alkej-1107	78	9	as	as	ADP
alkej-1107	78	10	follows	follow	VERB
alkej-1107	78	11	,	,	PUNCT
alkej-1107	78	12	where	where	SCONJ
alkej-1107	78	13	μ₀ₖ	μ₀ₖ	PROPN
alkej-1107	78	14	and	and	CCONJ
alkej-1107	78	15	μ₁ₖ	μ₁ₖ	PROPN
alkej-1107	78	16	are	be	AUX
alkej-1107	78	17	the	the	DET
alkej-1107	78	18	expected	expect	VERB
alkej-1107	78	19	values	value	NOUN
alkej-1107	78	20	of	of	ADP
alkej-1107	78	21	zk	zk	PROPN
alkej-1107	78	22	under	under	ADP
alkej-1107	78	23	h₀	h₀	NOUN
alkej-1107	78	24	and	and	CCONJ
alkej-1107	78	25	h₁	h₁	NOUN
alkej-1107	78	26	,	,	PUNCT
alkej-1107	78	27	respectively	respectively	ADV
alkej-1107	78	28	:	:	PUNCT
alkej-1107	78	29	μ₀ₖ	μ₀ₖ	PROPN
alkej-1107	78	30	=	=	SYM
alkej-1107	78	31	n·(τk²·βk²·σ²ηₖ	n·(τk²·βk²·σ²ηₖ	NOUN
alkej-1107	78	32	+	+	CCONJ
alkej-1107	78	33	σ²ξₖ	σ²ξₖ	PUNCT
alkej-1107	78	34	)	)	PUNCT
alkej-1107	78	35	,	,	PUNCT
alkej-1107	78	36	…	…	PUNCT
alkej-1107	78	37	(	(	PUNCT
alkej-1107	78	38	7	7	NUM
alkej-1107	78	39	)	)	PUNCT
alkej-1107	78	40	μ₁ₖ	μ₁ₖ	NOUN
alkej-1107	78	41	=	=	SYM
alkej-1107	78	42	n·(τk²·βk²·αk²·σ²s	n·(τk²·βk²·αk²·σ²s	NOUN
alkej-1107	78	43	)	)	PUNCT
alkej-1107	79	1	+	+	NUM
alkej-1107	79	2	μ₀ₖ.	μ₀ₖ.	NOUN
alkej-1107	79	3	…	…	PUNCT
alkej-1107	79	4	(	(	PUNCT
alkej-1107	79	5	8)	8)	NUM
alkej-1107	79	6	the	the	DET
alkej-1107	79	7	global	global	ADJ
alkej-1107	79	8	test	test	NOUN
alkej-1107	79	9	statistic	statistic	PROPN
alkej-1107	79	10	z	z	PROPN
alkej-1107	79	11	at	at	ADP
alkej-1107	79	12	the	the	DET
alkej-1107	79	13	fusion	fusion	NOUN
alkej-1107	79	14	centre	centre	NOUN
alkej-1107	79	15	is	be	AUX
alkej-1107	79	16	a	a	DET
alkej-1107	79	17	weighted	weight	VERB
alkej-1107	79	18	linear	linear	ADJ
alkej-1107	79	19	combination	combination	NOUN
alkej-1107	79	20	of	of	ADP
alkej-1107	79	21	all	all	DET
alkej-1107	79	22	individual	individual	ADJ
alkej-1107	79	23	energy	energy	NOUN
alkej-1107	79	24	statistics	statistic	NOUN
alkej-1107	79	25	:	:	PUNCT
alkej-1107	79	26	z	z	NOUN
alkej-1107	79	27	=	=	PUNCT
alkej-1107	79	28	σ{k=1}k	σ{k=1}k	ADP
alkej-1107	79	29	λk·zk	λk·zk	PRON
alkej-1107	79	30	,	,	PUNCT
alkej-1107	79	31	…	…	PUNCT
alkej-1107	79	32	(	(	PUNCT
alkej-1107	79	33	9	9	NUM
alkej-1107	79	34	)	)	PUNCT
alkej-1107	79	35	where	where	SCONJ
alkej-1107	79	36	λk	λk	ADV
alkej-1107	79	37	is	be	AUX
alkej-1107	79	38	the	the	DET
alkej-1107	79	39	weight	weight	NOUN
alkej-1107	79	40	assigned	assign	VERB
alkej-1107	79	41	to	to	ADP
alkej-1107	79	42	su	su	PROPN
alkej-1107	79	43	-	-	PUNCT
alkej-1107	79	44	k	k	PROPN
alkej-1107	79	45	,	,	PUNCT
alkej-1107	79	46	satisfying	satisfy	VERB
alkej-1107	79	47	the	the	DET
alkej-1107	79	48	normalisation	normalisation	NOUN
alkej-1107	79	49	constraint	constraint	NOUN
alkej-1107	79	50	σ	σ	NOUN
alkej-1107	79	51	λk²	λk²	NOUN
alkej-1107	79	52	=	=	NOUN
alkej-1107	80	1	1	1	X
alkej-1107	80	2	.	.	PUNCT
alkej-1107	80	3	the	the	DET
alkej-1107	80	4	performance	performance	NOUN
alkej-1107	80	5	is	be	AUX
alkej-1107	80	6	characterised	characterise	VERB
alkej-1107	80	7	using	use	VERB
alkej-1107	80	8	the	the	DET
alkej-1107	80	9	q	q	NOUN
alkej-1107	80	10	-	-	NOUN
alkej-1107	80	11	function	function	NOUN
alkej-1107	80	12	:	:	PUNCT
alkej-1107	80	13	pf	pf	X
alkej-1107	80	14	=	=	PUNCT
alkej-1107	80	15	q((β	q((β	NOUN
alkej-1107	80	16	μ₀	μ₀	NOUN
alkej-1107	80	17	)	)	PUNCT
alkej-1107	80	18	/	/	SYM
alkej-1107	80	19	σ₀	σ₀	NOUN
alkej-1107	80	20	)	)	PUNCT
alkej-1107	80	21	,	,	PUNCT
alkej-1107	80	22	…	…	PUNCT
alkej-1107	80	23	(	(	PUNCT
alkej-1107	80	24	10	10	NUM
alkej-1107	80	25	)	)	PUNCT
alkej-1107	80	26	pd	pd	NOUN
alkej-1107	81	1	=	=	PUNCT
alkej-1107	81	2	q((β	q((β	PROPN
alkej-1107	81	3	μ₁	μ₁	NOUN
alkej-1107	81	4	)	)	PUNCT
alkej-1107	81	5	/	/	SYM
alkej-1107	81	6	σ₁	σ₁	PROPN
alkej-1107	81	7	)	)	PUNCT
alkej-1107	81	8	.	.	PUNCT
alkej-1107	82	1	…	…	PUNCT
alkej-1107	82	2	(	(	PUNCT
alkej-1107	82	3	11	11	NUM
alkej-1107	82	4	)	)	PUNCT
alkej-1107	82	5	each	each	DET
alkej-1107	82	6	su	su	PROPN
alkej-1107	82	7	forwards	forward	VERB
alkej-1107	82	8	its	its	PRON
alkej-1107	82	9	observations	observation	NOUN
alkej-1107	82	10	to	to	ADP
alkej-1107	82	11	the	the	DET
alkej-1107	82	12	fc	fc	PROPN
alkej-1107	82	13	through	through	ADP
alkej-1107	82	14	an	an	DET
alkej-1107	82	15	orthogonal	orthogonal	ADJ
alkej-1107	82	16	reporting	reporting	NOUN
alkej-1107	82	17	channel	channel	NOUN
alkej-1107	82	18	.	.	PUNCT
alkej-1107	83	1	the	the	DET
alkej-1107	83	2	received	receive	VERB
alkej-1107	83	3	signal	signal	NOUN
alkej-1107	83	4	at	at	ADP
alkej-1107	83	5	the	the	DET
alkej-1107	83	6	fc	fc	PROPN
alkej-1107	83	7	from	from	ADP
alkej-1107	83	8	the	the	DET
alkej-1107	83	9	k	k	PROPN
alkej-1107	83	10	-	-	PUNCT
alkej-1107	83	11	th	th	VERB
alkej-1107	83	12	su	su	NOUN
alkej-1107	83	13	is	be	AUX
alkej-1107	83	14	given	give	VERB
alkej-1107	83	15	by	by	ADP
alkej-1107	83	16	:	:	PUNCT
alkej-1107	83	17	where	where	SCONJ
alkej-1107	83	18	β	β	PROPN
alkej-1107	83	19	is	be	AUX
alkej-1107	83	20	the	the	DET
alkej-1107	83	21	detection	detection	NOUN
alkej-1107	83	22	threshold	threshold	NOUN
alkej-1107	83	23	at	at	ADP
alkej-1107	83	24	the	the	DET
alkej-1107	83	25	fc	fc	PROPN
alkej-1107	83	26	and	and	CCONJ
alkej-1107	83	27	(	(	PUNCT
alkej-1107	83	28	σ₀	σ₀	ADJ
alkej-1107	83	29	,	,	PUNCT
alkej-1107	83	30	σ₁	σ₁	PROPN
alkej-1107	83	31	)	)	PUNCT
alkej-1107	83	32	are	be	AUX
alkej-1107	83	33	the	the	DET
alkej-1107	83	34	standard	standard	ADJ
alkej-1107	83	35	deviations	deviation	NOUN
alkej-1107	83	36	of	of	ADP
alkej-1107	83	37	z	z	PROPN
alkej-1107	83	38	under	under	ADP
alkej-1107	83	39	h₀	h₀	NOUN
alkej-1107	83	40	and	and	CCONJ
alkej-1107	83	41	h₁	h₁	NOUN
alkej-1107	83	42	,	,	PUNCT
alkej-1107	83	43	respectively	respectively	ADV
alkej-1107	83	44	.	.	PUNCT
alkej-1107	84	1	3.3	3.3	NUM
alkej-1107	84	2	.	.	PUNCT
alkej-1107	85	1	conventional	conventional	ADJ
alkej-1107	85	2	weighting	weighting	NOUN
alkej-1107	85	3	strategies	strategy	NOUN
alkej-1107	85	4	in	in	ADP
alkej-1107	85	5	sdf	sdf	NOUN
alkej-1107	85	6	the	the	DET
alkej-1107	85	7	following	follow	VERB
alkej-1107	85	8	classical	classical	ADJ
alkej-1107	85	9	methods	method	NOUN
alkej-1107	85	10	are	be	AUX
alkej-1107	85	11	used	use	VERB
alkej-1107	85	12	to	to	PART
alkej-1107	85	13	define	define	VERB
alkej-1107	85	14	the	the	DET
alkej-1107	85	15	weighting	weighting	NOUN
alkej-1107	85	16	coefficients	coefficient	NOUN
alkej-1107	85	17	λk	λk	X
alkej-1107	85	18	:	:	PUNCT
alkej-1107	85	19	equal	equal	ADJ
alkej-1107	85	20	gain	gain	NOUN
alkej-1107	85	21	combining	combine	VERB
alkej-1107	85	22	(	(	PUNCT
alkej-1107	85	23	egc	egc	ADJ
alkej-1107	85	24	):	):	PUNCT
alkej-1107	85	25	λk=1/√k	λk=1/√k	ADV
alkej-1107	85	26	,	,	PUNCT
alkej-1107	85	27	assigning	assign	VERB
alkej-1107	85	28	equal	equal	ADJ
alkej-1107	85	29	weight	weight	NOUN
alkej-1107	85	30	to	to	ADP
alkej-1107	85	31	all	all	DET
alkej-1107	85	32	sus	sus	PROPN
alkej-1107	85	33	.	.	PUNCT
alkej-1107	86	1	maximal	maximal	ADJ
alkej-1107	86	2	ratio	ratio	NOUN
alkej-1107	86	3	combining	combine	VERB
alkej-1107	86	4	(	(	PUNCT
alkej-1107	86	5	mrc	mrc	NOUN
alkej-1107	86	6	):	):	PUNCT
alkej-1107	86	7	λk	λk	PROPN
alkej-1107	86	8	∝	∝	PROPN
alkej-1107	86	9	snrk	snrk	NOUN
alkej-1107	86	10	,	,	PUNCT
alkej-1107	86	11	where	where	SCONJ
alkej-1107	86	12	snrk	snrk	NOUN
alkej-1107	86	13	is	be	AUX
alkej-1107	86	14	the	the	DET
alkej-1107	86	15	signal	signal	NOUN
alkej-1107	86	16	-	-	PUNCT
alkej-1107	86	17	to	to	ADP
alkej-1107	86	18	-	-	PUNCT
alkej-1107	86	19	noise	noise	NOUN
alkej-1107	86	20	ratio	ratio	NOUN
alkej-1107	86	21	at	at	ADP
alkej-1107	86	22	su	su	PROPN
alkej-1107	86	23	-	-	PUNCT
alkej-1107	86	24	k.	k.	PROPN
alkej-1107	86	25	normal	normal	ADJ
alkej-1107	86	26	deflection	deflection	NOUN
alkej-1107	86	27	coefficient	coefficient	NOUN
alkej-1107	86	28	(	(	PUNCT
alkej-1107	86	29	ndc	ndc	NOUN
alkej-1107	86	30	):	):	PUNCT
alkej-1107	86	31	λ	λ	PROPN
alkej-1107	86	32	∝	∝	PROPN
alkej-1107	86	33	σ₀⁻¹·θ	σ₀⁻¹·θ	PROPN
alkej-1107	86	34	,	,	PUNCT
alkej-1107	86	35	where	where	SCONJ
alkej-1107	87	1	θ	θ	PROPN
alkej-1107	87	2	=	=	SYM
alkej-1107	87	3	μ₁	μ₁	PROPN
alkej-1107	87	4	μ₀.	μ₀.	NUM
alkej-1107	87	5	modified	modify	VERB
alkej-1107	87	6	deflection	deflection	NOUN
alkej-1107	87	7	coefficient	coefficient	NOUN
alkej-1107	87	8	(	(	PUNCT
alkej-1107	87	9	mdc	mdc	NOUN
alkej-1107	87	10	):	):	PUNCT
alkej-1107	87	11	λ∝σ₁⁻¹·θ	λ∝σ₁⁻¹·θ	PROPN
alkej-1107	87	12	,	,	PUNCT
alkej-1107	87	13	using	use	VERB
alkej-1107	87	14	covariance	covariance	NOUN
alkej-1107	87	15	under	under	ADP
alkej-1107	87	16	h₁	h₁	NOUN
alkej-1107	87	17	instead	instead	ADV
alkej-1107	87	18	.	.	PUNCT
alkej-1107	88	1	these	these	DET
alkej-1107	88	2	strategies	strategy	NOUN
alkej-1107	88	3	aim	aim	VERB
alkej-1107	88	4	to	to	PART
alkej-1107	88	5	enhance	enhance	VERB
alkej-1107	88	6	detection	detection	NOUN
alkej-1107	88	7	probability	probability	NOUN
alkej-1107	88	8	by	by	ADP
alkej-1107	88	9	emphasising	emphasise	VERB
alkej-1107	88	10	more	more	ADV
alkej-1107	88	11	reliable	reliable	ADJ
alkej-1107	88	12	su	su	NOUN
alkej-1107	88	13	measurements	measurement	NOUN
alkej-1107	88	14	in	in	ADP
alkej-1107	88	15	the	the	DET
alkej-1107	88	16	fusion	fusion	NOUN
alkej-1107	88	17	process	process	NOUN
alkej-1107	88	18	.	.	PUNCT
alkej-1107	89	1	variable	variable	ADJ
alkej-1107	89	2	definition	definition	NOUN
alkej-1107	89	3	s[m	s[m	PROPN
alkej-1107	89	4	]	]	PUNCT
alkej-1107	89	5	signal	signal	NOUN
alkej-1107	89	6	transmitted	transmit	VERB
alkej-1107	89	7	by	by	ADP
alkej-1107	89	8	the	the	DET
alkej-1107	89	9	primary	primary	ADJ
alkej-1107	89	10	user	user	NOUN
alkej-1107	89	11	(	(	PUNCT
alkej-1107	89	12	pu	pu	PROPN
alkej-1107	89	13	)	)	PUNCT
alkej-1107	89	14	αₖ	αₖ	NOUN
alkej-1107	89	15	channel	channel	NOUN
alkej-1107	89	16	gain	gain	NOUN
alkej-1107	89	17	between	between	ADP
alkej-1107	89	18	pu	pu	PROPN
alkej-1107	89	19	and	and	CCONJ
alkej-1107	89	20	the	the	DET
alkej-1107	89	21	kth	kth	PROPN
alkej-1107	89	22	secondary	secondary	ADJ
alkej-1107	89	23	user	user	NOUN
alkej-1107	89	24	(	(	PUNCT
alkej-1107	89	25	suₖ	suₖ	PROPN
alkej-1107	89	26	)	)	PUNCT
alkej-1107	89	27	rₖ[m	rₖ[m	PROPN
alkej-1107	89	28	]	]	PUNCT
alkej-1107	89	29	received	receive	VERB
alkej-1107	89	30	signal	signal	NOUN
alkej-1107	89	31	at	at	ADP
alkej-1107	89	32	the	the	DET
alkej-1107	89	33	k	k	PROPN
alkej-1107	89	34	-	-	PUNCT
alkej-1107	89	35	th	th	X
alkej-1107	89	36	secondary	secondary	ADJ
alkej-1107	89	37	user	user	NOUN
alkej-1107	89	38	(	(	PUNCT
alkej-1107	89	39	su	su	PROPN
alkej-1107	89	40	)	)	PUNCT
alkej-1107	89	41	ηₖ[m	ηₖ[m	PROPN
alkej-1107	89	42	]	]	PUNCT
alkej-1107	89	43	noise	noise	NOUN
alkej-1107	89	44	at	at	ADP
alkej-1107	89	45	the	the	DET
alkej-1107	89	46	k	k	PROPN
alkej-1107	89	47	-	-	PUNCT
alkej-1107	89	48	th	th	X
alkej-1107	89	49	su	su	PROPN
alkej-1107	89	50	(	(	PUNCT
alkej-1107	89	51	awgn	awgn	NOUN
alkej-1107	89	52	)	)	PUNCT
alkej-1107	89	53	τₖ	τₖ	PRON
alkej-1107	89	54	transmit	transmit	VERB
alkej-1107	89	55	power	power	NOUN
alkej-1107	89	56	of	of	ADP
alkej-1107	89	57	suₖ	suₖ	PROPN
alkej-1107	89	58	βₖ	βₖ	PROPN
alkej-1107	89	59	channel	channel	NOUN
alkej-1107	89	60	gain	gain	NOUN
alkej-1107	89	61	between	between	ADP
alkej-1107	89	62	suₖ	suₖ	NOUN
alkej-1107	89	63	and	and	CCONJ
alkej-1107	89	64	fusion	fusion	NOUN
alkej-1107	89	65	centre	centre	NOUN
alkej-1107	89	66	(	(	PUNCT
alkej-1107	89	67	fc	fc	INTJ
alkej-1107	89	68	)	)	PUNCT
alkej-1107	89	69	ξₖ[m	ξₖ[m	PROPN
alkej-1107	89	70	]	]	PUNCT
alkej-1107	89	71	noise	noise	NOUN
alkej-1107	89	72	at	at	ADP
alkej-1107	89	73	the	the	DET
alkej-1107	89	74	fc	fc	PROPN
alkej-1107	89	75	from	from	ADP
alkej-1107	89	76	suₖ	suₖ	PROPN
alkej-1107	89	77	yₖ[m	yₖ[m	PROPN
alkej-1107	89	78	]	]	PUNCT
alkej-1107	89	79	signal	signal	NOUN
alkej-1107	89	80	received	receive	VERB
alkej-1107	89	81	at	at	ADP
alkej-1107	89	82	fc	fc	PROPN
alkej-1107	89	83	from	from	ADP
alkej-1107	89	84	suₖ	suₖ	PROPN
alkej-1107	89	85	zₖ	zₖ	PROPN
alkej-1107	89	86	energy	energy	NOUN
alkej-1107	89	87	detection	detection	NOUN
alkej-1107	89	88	result	result	NOUN
alkej-1107	89	89	of	of	ADP
alkej-1107	89	90	suₖ	suₖ	PROPN
alkej-1107	89	91	at	at	ADP
alkej-1107	89	92	the	the	DET
alkej-1107	89	93	fc	fc	PROPN
alkej-1107	89	94	λₖ	λₖ	ADV
alkej-1107	89	95	weighting	weight	VERB
alkej-1107	89	96	coefficient	coefficient	NOUN
alkej-1107	89	97	assigned	assign	VERB
alkej-1107	89	98	to	to	ADP
alkej-1107	89	99	suₖ	suₖ	PROPN
alkej-1107	89	100	z	z	PROPN
alkej-1107	89	101	final	final	ADJ
alkej-1107	89	102	global	global	ADJ
alkej-1107	89	103	test	test	NOUN
alkej-1107	89	104	statistic	statistic	NOUN
alkej-1107	89	105	at	at	ADP
alkej-1107	89	106	the	the	DET
alkej-1107	89	107	fc	fc	PROPN
alkej-1107	89	108	ahmed	ahmed	PROPN
alkej-1107	89	109	a.	a.	PROPN
alkej-1107	89	110	thabit	thabit	PROPN
alkej-1107	89	111	al	al	PROPN
alkej-1107	89	112	-	-	PUNCT
alkej-1107	89	113	khwarizmi	khwarizmi	PROPN
alkej-1107	89	114	engineering	engineering	NOUN
alkej-1107	89	115	journal	journal	PROPN
alkej-1107	89	116	,	,	PUNCT
alkej-1107	89	117	vol	vol	NOUN
alkej-1107	89	118	.	.	PROPN
alkej-1107	89	119	21	21	NUM
alkej-1107	89	120	,	,	PUNCT
alkej-1107	89	121	no.4	no.4	PROPN
alkej-1107	89	122	,	,	PUNCT
alkej-1107	89	123	pp	pp	X
alkej-1107	89	124	.	.	PUNCT
alkej-1107	90	1	8292	8292	NUM
alkej-1107	90	2	(	(	PUNCT
alkej-1107	90	3	2025	2025	NUM
alkej-1107	90	4	)	)	PUNCT
alkej-1107	90	5	86	86	NUM
alkej-1107	90	6	3.4	3.4	NUM
alkej-1107	90	7	.	.	PUNCT
alkej-1107	91	1	proposed	propose	VERB
alkej-1107	91	2	bga	bga	PROPN
alkej-1107	91	3	-	-	PUNCT
alkej-1107	91	4	based	base	VERB
alkej-1107	91	5	cooperative	cooperative	ADJ
alkej-1107	91	6	spectrum	spectrum	NOUN
alkej-1107	91	7	sensing	sense	VERB
alkej-1107	91	8	to	to	PART
alkej-1107	91	9	enhance	enhance	VERB
alkej-1107	91	10	detection	detection	NOUN
alkej-1107	91	11	performance	performance	NOUN
alkej-1107	91	12	and	and	CCONJ
alkej-1107	91	13	spectrum	spectrum	NOUN
alkej-1107	91	14	utilisation	utilisation	NOUN
alkej-1107	91	15	in	in	ADP
alkej-1107	91	16	crns	crn	NOUN
alkej-1107	91	17	,	,	PUNCT
alkej-1107	91	18	a	a	DET
alkej-1107	91	19	binary	binary	ADJ
alkej-1107	91	20	genetic	genetic	ADJ
alkej-1107	91	21	algorithm	algorithm	NOUN
alkej-1107	91	22	(	(	PUNCT
alkej-1107	91	23	bga	bga	NOUN
alkej-1107	91	24	)	)	PUNCT
alkej-1107	91	25	was	be	AUX
alkej-1107	91	26	employed	employ	VERB
alkej-1107	91	27	to	to	PART
alkej-1107	91	28	optimise	optimise	VERB
alkej-1107	91	29	the	the	DET
alkej-1107	91	30	weighting	weighting	NOUN
alkej-1107	91	31	coefficients	coefficient	NOUN
alkej-1107	91	32	used	use	VERB
alkej-1107	91	33	in	in	ADP
alkej-1107	91	34	the	the	DET
alkej-1107	91	35	sdf	sdf	NOUN
alkej-1107	91	36	process	process	NOUN
alkej-1107	91	37	.	.	PUNCT
alkej-1107	92	1	the	the	DET
alkej-1107	92	2	proposed	propose	VERB
alkej-1107	92	3	bga	bga	PROPN
alkej-1107	92	4	-	-	PUNCT
alkej-1107	92	5	based	base	VERB
alkej-1107	92	6	model	model	NOUN
alkej-1107	92	7	operates	operate	VERB
alkej-1107	92	8	by	by	ADP
alkej-1107	92	9	evolving	evolve	VERB
alkej-1107	92	10	a	a	DET
alkej-1107	92	11	population	population	NOUN
alkej-1107	92	12	of	of	ADP
alkej-1107	92	13	candidate	candidate	NOUN
alkej-1107	92	14	weighting	weight	VERB
alkej-1107	92	15	vectors	vector	NOUN
alkej-1107	92	16	through	through	ADP
alkej-1107	92	17	successive	successive	ADJ
alkej-1107	92	18	generations	generation	NOUN
alkej-1107	92	19	,	,	PUNCT
alkej-1107	92	20	guided	guide	VERB
alkej-1107	92	21	by	by	ADP
alkej-1107	92	22	fitness	fitness	NOUN
alkej-1107	92	23	-	-	PUNCT
alkej-1107	92	24	driven	drive	VERB
alkej-1107	92	25	selection	selection	NOUN
alkej-1107	92	26	,	,	PUNCT
alkej-1107	92	27	crossover	crossover	NOUN
alkej-1107	92	28	and	and	CCONJ
alkej-1107	92	29	mutation	mutation	NOUN
alkej-1107	92	30	operations	operation	NOUN
alkej-1107	92	31	,	,	PUNCT
alkej-1107	92	32	selection	selection	NOUN
alkej-1107	92	33	and	and	CCONJ
alkej-1107	92	34	genetics	genetic	NOUN
alkej-1107	92	35	.	.	PUNCT
alkej-1107	93	1	the	the	DET
alkej-1107	93	2	model	model	NOUN
alkej-1107	93	3	is	be	AUX
alkej-1107	93	4	capable	capable	ADJ
alkej-1107	93	5	of	of	ADP
alkej-1107	93	6	addressing	address	VERB
alkej-1107	93	7	straightforward	straightforward	ADJ
alkej-1107	93	8	tasks	task	NOUN
alkej-1107	93	9	(	(	PUNCT
alkej-1107	93	10	e.g.	e.g.	ADV
alkej-1107	93	11	image	image	NOUN
alkej-1107	93	12	generation	generation	NOUN
alkej-1107	93	13	and	and	CCONJ
alkej-1107	93	14	highly	highly	ADV
alkej-1107	93	15	complex	complex	ADJ
alkej-1107	93	16	challenges	challenge	NOUN
alkej-1107	93	17	)	)	PUNCT
alkej-1107	93	18	,	,	PUNCT
alkej-1107	93	19	including	include	VERB
alkej-1107	93	20	deep	deep	ADJ
alkej-1107	93	21	learning	learning	NOUN
alkej-1107	93	22	optimisation	optimisation	NOUN
alkej-1107	93	23	and	and	CCONJ
alkej-1107	93	24	stochastic	stochastic	ADJ
alkej-1107	93	25	problem	problem	NOUN
alkej-1107	93	26	solving	solving	NOUN
alkej-1107	93	27	.	.	PUNCT
alkej-1107	94	1	ga	ga	NOUN
alkej-1107	94	2	deals	deal	NOUN
alkej-1107	94	3	with	with	ADP
alkej-1107	94	4	a	a	DET
alkej-1107	94	5	set	set	NOUN
alkej-1107	94	6	of	of	ADP
alkej-1107	94	7	possible	possible	ADJ
alkej-1107	94	8	solutions	solution	NOUN
alkej-1107	94	9	,	,	PUNCT
alkej-1107	94	10	each	each	PRON
alkej-1107	94	11	representing	represent	VERB
alkej-1107	94	12	a	a	DET
alkej-1107	94	13	particular	particular	ADJ
alkej-1107	94	14	answer	answer	NOUN
alkej-1107	94	15	to	to	ADP
alkej-1107	94	16	the	the	DET
alkej-1107	94	17	problem	problem	NOUN
alkej-1107	94	18	in	in	ADP
alkej-1107	94	19	question	question	NOUN
alkej-1107	94	20	.	.	PUNCT
alkej-1107	95	1	the	the	DET
alkej-1107	95	2	procedure	procedure	NOUN
alkej-1107	95	3	starts	start	VERB
alkej-1107	95	4	with	with	ADP
alkej-1107	95	5	an	an	DET
alkej-1107	95	6	initial	initial	ADJ
alkej-1107	95	7	random	random	ADJ
alkej-1107	95	8	population	population	NOUN
alkej-1107	95	9	of	of	ADP
alkej-1107	95	10	the	the	DET
alkej-1107	95	11	encoded	encode	VERB
alkej-1107	95	12	solutions	solution	NOUN
alkej-1107	95	13	termed	term	VERB
alkej-1107	95	14	genomes	genome	NOUN
alkej-1107	95	15	.	.	PUNCT
alkej-1107	96	1	next	next	ADV
alkej-1107	96	2	,	,	PUNCT
alkej-1107	96	3	these	these	DET
alkej-1107	96	4	solutions	solution	NOUN
alkej-1107	96	5	are	be	AUX
alkej-1107	96	6	evolved	evolve	VERB
alkej-1107	96	7	to	to	ADP
alkej-1107	96	8	different	different	ADJ
alkej-1107	96	9	generations	generation	NOUN
alkej-1107	96	10	using	use	VERB
alkej-1107	96	11	biologically	biologically	ADV
alkej-1107	96	12	motivated	motivated	ADJ
alkej-1107	96	13	operations	operation	NOUN
alkej-1107	96	14	for	for	ADP
alkej-1107	96	15	selection	selection	NOUN
alkej-1107	96	16	,	,	PUNCT
alkej-1107	96	17	crossover	crossover	NOUN
alkej-1107	96	18	and	and	CCONJ
alkej-1107	96	19	mutation	mutation	NOUN
alkej-1107	96	20	.	.	PUNCT
alkej-1107	97	1	the	the	DET
alkej-1107	97	2	quality	quality	NOUN
alkej-1107	97	3	of	of	ADP
alkej-1107	97	4	each	each	DET
alkej-1107	97	5	genome	genome	NOUN
alkej-1107	97	6	is	be	AUX
alkej-1107	97	7	assessed	assess	VERB
alkej-1107	97	8	using	use	VERB
alkej-1107	97	9	a	a	DET
alkej-1107	97	10	fitness	fitness	NOUN
alkej-1107	97	11	evaluation	evaluation	NOUN
alkej-1107	97	12	function	function	NOUN
alkej-1107	97	13	relevant	relevant	ADJ
alkej-1107	97	14	to	to	ADP
alkej-1107	97	15	the	the	DET
alkej-1107	97	16	specific	specific	ADJ
alkej-1107	97	17	problem	problem	NOUN
alkej-1107	97	18	.	.	PUNCT
alkej-1107	98	1	if	if	SCONJ
alkej-1107	98	2	the	the	DET
alkej-1107	98	3	stopping	stopping	NOUN
alkej-1107	98	4	criterion	criterion	NOUN
alkej-1107	98	5	has	have	AUX
alkej-1107	98	6	not	not	PART
alkej-1107	98	7	yet	yet	ADV
alkej-1107	98	8	been	be	AUX
alkej-1107	98	9	met	meet	VERB
alkej-1107	98	10	,	,	PUNCT
alkej-1107	98	11	individuals	individual	NOUN
alkej-1107	98	12	with	with	ADP
alkej-1107	98	13	higher	high	ADJ
alkej-1107	98	14	fitness	fitness	NOUN
alkej-1107	98	15	values	value	NOUN
alkej-1107	98	16	are	be	AUX
alkej-1107	98	17	selected	select	VERB
alkej-1107	98	18	to	to	PART
alkej-1107	98	19	form	form	VERB
alkej-1107	98	20	the	the	DET
alkej-1107	98	21	next	next	ADJ
alkej-1107	98	22	generation	generation	NOUN
alkej-1107	98	23	.	.	PUNCT
alkej-1107	99	1	these	these	DET
alkej-1107	99	2	individuals	individual	NOUN
alkej-1107	99	3	undergo	undergo	VERB
alkej-1107	99	4	crossover	crossover	NOUN
alkej-1107	99	5	to	to	PART
alkej-1107	99	6	exchange	exchange	VERB
alkej-1107	99	7	genetic	genetic	ADJ
alkej-1107	99	8	material	material	NOUN
alkej-1107	99	9	and	and	CCONJ
alkej-1107	99	10	mutation	mutation	NOUN
alkej-1107	99	11	to	to	PART
alkej-1107	99	12	introduce	introduce	VERB
alkej-1107	99	13	variability	variability	NOUN
alkej-1107	99	14	.	.	PUNCT
alkej-1107	100	1	the	the	DET
alkej-1107	100	2	offspring	offspring	NOUN
alkej-1107	100	3	produced	produce	VERB
alkej-1107	100	4	by	by	ADP
alkej-1107	100	5	this	this	DET
alkej-1107	100	6	process	process	NOUN
alkej-1107	100	7	are	be	AUX
alkej-1107	100	8	then	then	ADV
alkej-1107	100	9	evaluated	evaluate	VERB
alkej-1107	100	10	,	,	PUNCT
alkej-1107	100	11	and	and	CCONJ
alkej-1107	100	12	the	the	DET
alkej-1107	100	13	most	most	ADV
alkej-1107	100	14	promising	promising	ADJ
alkej-1107	100	15	amongst	amongst	ADP
alkej-1107	100	16	them	they	PRON
alkej-1107	100	17	are	be	AUX
alkej-1107	100	18	carried	carry	VERB
alkej-1107	100	19	forward	forward	ADV
alkej-1107	100	20	.	.	PUNCT
alkej-1107	101	1	the	the	DET
alkej-1107	101	2	abovementioned	abovementione	VERB
alkej-1107	101	3	evolutionary	evolutionary	ADJ
alkej-1107	101	4	loop	loop	NOUN
alkej-1107	101	5	continues	continue	VERB
alkej-1107	101	6	until	until	SCONJ
alkej-1107	101	7	a	a	DET
alkej-1107	101	8	predefined	predefine	VERB
alkej-1107	101	9	condition	condition	NOUN
alkej-1107	101	10	is	be	AUX
alkej-1107	101	11	satisfied	satisfied	ADJ
alkej-1107	101	12	(	(	PUNCT
alkej-1107	101	13	e.g.	e.g.	ADV
alkej-1107	101	14	reaching	reach	VERB
alkej-1107	101	15	a	a	DET
alkej-1107	101	16	maximum	maximum	ADJ
alkej-1107	101	17	number	number	NOUN
alkej-1107	101	18	of	of	ADP
alkej-1107	101	19	generations	generation	NOUN
alkej-1107	101	20	or	or	CCONJ
alkej-1107	101	21	achieving	achieve	VERB
alkej-1107	101	22	a	a	DET
alkej-1107	101	23	target	target	NOUN
alkej-1107	101	24	performance	performance	NOUN
alkej-1107	101	25	)	)	PUNCT
alkej-1107	101	26	.	.	PUNCT
alkej-1107	102	1	a	a	DET
alkej-1107	102	2	conceptual	conceptual	ADJ
alkej-1107	102	3	overview	overview	NOUN
alkej-1107	102	4	of	of	ADP
alkej-1107	102	5	this	this	DET
alkej-1107	102	6	procedure	procedure	NOUN
alkej-1107	102	7	is	be	AUX
alkej-1107	102	8	shown	show	VERB
alkej-1107	102	9	in	in	ADP
alkej-1107	102	10	fig	fig	NOUN
alkej-1107	102	11	.	.	PUNCT
alkej-1107	103	1	4	4	X
alkej-1107	103	2	.	.	X
alkej-1107	103	3	the	the	DET
alkej-1107	103	4	strategy	strategy	NOUN
alkej-1107	103	5	generates	generate	VERB
alkej-1107	103	6	a	a	DET
alkej-1107	103	7	seed	seed	NOUN
alkej-1107	103	8	group	group	NOUN
alkej-1107	103	9	of	of	ADP
alkej-1107	103	10	potential	potential	ADJ
alkej-1107	103	11	solutions	solution	NOUN
alkej-1107	103	12	and	and	CCONJ
alkej-1107	103	13	normalises	normalise	VERB
alkej-1107	103	14	them	they	PRON
alkej-1107	103	15	to	to	PART
alkej-1107	103	16	meet	meet	VERB
alkej-1107	103	17	restrictions	restriction	NOUN
alkej-1107	103	18	,	,	PUNCT
alkej-1107	103	19	aiming	aim	VERB
alkej-1107	103	20	to	to	PART
alkej-1107	103	21	optimise	optimise	VERB
alkej-1107	103	22	identification	identification	NOUN
alkej-1107	103	23	effectiveness	effectiveness	NOUN
alkej-1107	103	24	by	by	ADP
alkej-1107	103	25	determining	determine	VERB
alkej-1107	103	26	the	the	DET
alkej-1107	103	27	ideal	ideal	ADJ
alkej-1107	103	28	collection	collection	NOUN
alkej-1107	103	29	of	of	ADP
alkej-1107	103	30	grading	grade	VERB
alkej-1107	103	31	vector	vector	NOUN
alkej-1107	103	32	elements	element	NOUN
alkej-1107	103	33	.	.	PUNCT
alkej-1107	104	1	if	if	SCONJ
alkej-1107	104	2	the	the	DET
alkej-1107	104	3	algorithm	algorithm	NOUN
alkej-1107	104	4	exceeds	exceed	VERB
alkej-1107	104	5	the	the	DET
alkej-1107	104	6	specified	specify	VERB
alkej-1107	104	7	limit	limit	NOUN
alkej-1107	104	8	,	,	PUNCT
alkej-1107	104	9	the	the	DET
alkej-1107	104	10	most	most	ADV
alkej-1107	104	11	effective	effective	ADJ
alkej-1107	104	12	scalar	scalar	ADJ
alkej-1107	104	13	values	value	NOUN
alkej-1107	104	14	are	be	AUX
alkej-1107	104	15	then	then	ADV
alkej-1107	104	16	selected	select	VERB
alkej-1107	104	17	.	.	PUNCT
alkej-1107	105	1	let	let	VERB
alkej-1107	105	2	c	c	NOUN
alkej-1107	105	3	s	s	PART
alkej-1107	105	4	and	and	CCONJ
alkej-1107	105	5	l1	l1	PROPN
alkej-1107	105	6	,	,	PUNCT
alkej-1107	105	7	l2	l2	NOUN
alkej-1107	105	8	…	…	SYM
alkej-1107	105	9	lc	lc	PROPN
alkej-1107	105	10	be	be	VERB
alkej-1107	105	11	the	the	DET
alkej-1107	105	12	soft	soft	ADJ
alkej-1107	105	13	decisions	decision	NOUN
alkej-1107	105	14	of	of	ADP
alkej-1107	105	15	s1	s1	NOUN
alkej-1107	105	16	,	,	PUNCT
alkej-1107	105	17	s2	s2	PROPN
alkej-1107	105	18	…	…	SYM
alkej-1107	105	19	sc	sc	PROPN
alkej-1107	105	20	,	,	PUNCT
alkej-1107	105	21	respectively	respectively	ADV
alkej-1107	105	22	,	,	PUNCT
alkej-1107	105	23	on	on	ADP
alkej-1107	105	24	the	the	DET
alkej-1107	105	25	presence	presence	NOUN
alkej-1107	105	26	of	of	ADP
alkej-1107	105	27	signals	signal	NOUN
alkej-1107	105	28	,	,	PUNCT
alkej-1107	105	29	where	where	SCONJ
alkej-1107	105	30	c	c	PROPN
alkej-1107	105	31	is	be	AUX
alkej-1107	105	32	the	the	DET
alkej-1107	105	33	complete	complete	ADJ
alkej-1107	105	34	number	number	NOUN
alkej-1107	105	35	of	of	ADP
alkej-1107	105	36	sus	sus	PROPN
alkej-1107	105	37	.	.	PUNCT
alkej-1107	106	1	yi	yi	PROPN
alkej-1107	106	2	represents	represent	VERB
alkej-1107	106	3	the	the	DET
alkej-1107	106	4	weighting	weight	VERB
alkej-1107	106	5	vector	vector	NOUN
alkej-1107	106	6	of	of	ADP
alkej-1107	106	7	the	the	DET
alkej-1107	106	8	ith	ith	PROPN
alkej-1107	106	9	individual	individual	NOUN
alkej-1107	106	10	that	that	PRON
alkej-1107	106	11	consists	consist	VERB
alkej-1107	106	12	of	of	ADP
alkej-1107	106	13	y1	y1	NOUN
alkej-1107	106	14	,	,	PUNCT
alkej-1107	106	15	y2….yc	y2….yc	NOUN
alkej-1107	106	16	.	.	PUNCT
alkej-1107	107	1	in	in	ADP
alkej-1107	107	2	the	the	DET
alkej-1107	107	3	case	case	NOUN
alkej-1107	107	4	of	of	ADP
alkej-1107	107	5	||yi	||yi	ADJ
alkej-1107	107	6	||=1	||=1	NOUN
alkej-1107	107	7	,	,	PUNCT
alkej-1107	107	8	dp	dp	NOUN
alkej-1107	107	9	is	be	AUX
alkej-1107	107	10	the	the	DET
alkej-1107	107	11	detection	detection	NOUN
alkej-1107	107	12	rate	rate	NOUN
alkej-1107	107	13	.	.	PUNCT
alkej-1107	108	1	the	the	DET
alkej-1107	108	2	fitness	fitness	NOUN
alkej-1107	108	3	value	value	NOUN
alkej-1107	108	4	for	for	ADP
alkej-1107	108	5	the	the	DET
alkej-1107	108	6	ith	ith	PROPN
alkej-1107	108	7	individual	individual	NOUN
alkej-1107	108	8	is	be	AUX
alkej-1107	108	9	defined	define	VERB
alkej-1107	108	10	as	as	ADP
alkej-1107	108	11	:	:	PUNCT
alkej-1107	108	12	.	.	PUNCT
alkej-1107	109	1	the	the	DET
alkej-1107	109	2	objective	objective	NOUN
alkej-1107	109	3	of	of	ADP
alkej-1107	109	4	the	the	DET
alkej-1107	109	5	selection	selection	NOUN
alkej-1107	109	6	step	step	NOUN
alkej-1107	109	7	is	be	AUX
alkej-1107	109	8	to	to	PART
alkej-1107	109	9	use	use	VERB
alkej-1107	109	10	crossover	crossover	NOUN
alkej-1107	109	11	and	and	CCONJ
alkej-1107	109	12	mutation	mutation	NOUN
alkej-1107	109	13	to	to	PART
alkej-1107	109	14	identify	identify	VERB
alkej-1107	109	15	the	the	DET
alkej-1107	109	16	most	most	ADV
alkej-1107	109	17	advantageous	advantageous	ADJ
alkej-1107	109	18	genomes	genome	NOUN
alkej-1107	109	19	for	for	ADP
alkej-1107	109	20	replication	replication	NOUN
alkej-1107	109	21	.	.	PUNCT
alkej-1107	110	1	a	a	DET
alkej-1107	110	2	higher	high	ADJ
alkej-1107	110	3	fitting	fitting	ADJ
alkej-1107	110	4	value	value	NOUN
alkej-1107	110	5	indicates	indicate	VERB
alkej-1107	110	6	a	a	DET
alkej-1107	110	7	superior	superior	ADJ
alkej-1107	110	8	option	option	NOUN
alkej-1107	110	9	:	:	PUNCT
alkej-1107	110	10	funi	funi	PROPN
alkej-1107	110	11	=	=	SYM
alkej-1107	110	12	dp(yi	dp(yi	PROPN
alkej-1107	110	13	)	)	PUNCT
alkej-1107	110	14	.	.	PUNCT
alkej-1107	111	1	…	…	PUNCT
alkej-1107	111	2	(	(	PUNCT
alkej-1107	111	3	12	12	NUM
alkej-1107	111	4	)	)	PUNCT
alkej-1107	111	5	here	here	ADV
alkej-1107	111	6	,	,	PUNCT
alkej-1107	111	7	the	the	DET
alkej-1107	111	8	roulette	roulette	NOUN
alkej-1107	111	9	wheel	wheel	NOUN
alkej-1107	111	10	selection	selection	NOUN
alkej-1107	111	11	approach	approach	NOUN
alkej-1107	111	12	is	be	AUX
alkej-1107	111	13	employed	employ	VERB
alkej-1107	111	14	.	.	PUNCT
alkej-1107	112	1	the	the	DET
alkej-1107	112	2	notation	notation	NOUN
alkej-1107	112	3	pi	pi	NOUN
alkej-1107	112	4	represents	represent	VERB
alkej-1107	112	5	the	the	DET
alkej-1107	112	6	probability	probability	NOUN
alkej-1107	112	7	of	of	ADP
alkej-1107	112	8	choosing	choose	VERB
alkej-1107	112	9	the	the	DET
alkej-1107	112	10	ith	ith	PROPN
alkej-1107	112	11	individuals	individual	NOUN
alkej-1107	112	12	.	.	PUNCT
alkej-1107	113	1	𝑑𝑖	𝑑𝑖	PART
alkej-1107	114	1	=	=	PUNCT
alkej-1107	114	2	fun𝑖	fun𝑖	ADJ
alkej-1107	114	3	∑	∑	ADV
alkej-1107	114	4	fun𝑖	fun𝑖	ADJ
alkej-1107	114	5	𝑖𝑛𝑑𝑖𝑣𝑖𝑑𝑢𝑎𝑙𝑠	𝑖𝑛𝑑𝑖𝑣𝑖𝑑𝑢𝑎𝑙𝑠	NOUN
alkej-1107	114	6	𝑖−1	𝑖−1	X
alkej-1107	114	7	…	…	PUNCT
alkej-1107	114	8	(	(	PUNCT
alkej-1107	114	9	13	13	NUM
alkej-1107	114	10	)	)	PUNCT
alkej-1107	114	11	fig	fig	NOUN
alkej-1107	114	12	.	.	PUNCT
alkej-1107	115	1	4	4	X
alkej-1107	115	2	.	.	X
alkej-1107	115	3	flowchart	flowchart	NOUN
alkej-1107	115	4	of	of	ADP
alkej-1107	115	5	the	the	DET
alkej-1107	115	6	proposed	propose	VERB
alkej-1107	115	7	ga	ga	PROPN
alkej-1107	115	8	based	base	VERB
alkej-1107	115	9	on	on	ADP
alkej-1107	115	10	privilege	privilege	NOUN
alkej-1107	115	11	,	,	PUNCT
alkej-1107	115	12	the	the	DET
alkej-1107	115	13	genes	gene	NOUN
alkej-1107	115	14	that	that	PRON
alkej-1107	115	15	have	have	VERB
alkej-1107	115	16	the	the	DET
alkej-1107	115	17	greatest	great	ADJ
alkej-1107	115	18	likelihood	likelihood	NOUN
alkej-1107	115	19	of	of	ADP
alkej-1107	115	20	occurring	occur	VERB
alkej-1107	115	21	will	will	AUX
alkej-1107	115	22	be	be	AUX
alkej-1107	115	23	passed	pass	VERB
alkej-1107	115	24	down	down	ADP
alkej-1107	115	25	to	to	ADP
alkej-1107	115	26	the	the	DET
alkej-1107	115	27	following	follow	VERB
alkej-1107	115	28	population	population	NOUN
alkej-1107	115	29	.	.	PUNCT
alkej-1107	116	1	crossover	crossover	NOUN
alkej-1107	116	2	occurs	occur	VERB
alkej-1107	116	3	following	follow	VERB
alkej-1107	116	4	the	the	DET
alkej-1107	116	5	selection	selection	NOUN
alkej-1107	116	6	procedure	procedure	NOUN
alkej-1107	116	7	.	.	PUNCT
alkej-1107	117	1	the	the	DET
alkej-1107	117	2	crossover	crossover	NOUN
alkej-1107	117	3	procedure	procedure	NOUN
alkej-1107	117	4	commences	commence	NOUN
alkej-1107	117	5	by	by	ADP
alkej-1107	117	6	pairing	pair	VERB
alkej-1107	117	7	the	the	DET
alkej-1107	117	8	chosen	choose	VERB
alkej-1107	117	9	genes	gene	NOUN
alkej-1107	117	10	from	from	ADP
alkej-1107	117	11	the	the	DET
alkej-1107	117	12	existing	exist	VERB
alkej-1107	117	13	generation	generation	NOUN
alkej-1107	117	14	to	to	PART
alkej-1107	117	15	produce	produce	VERB
alkej-1107	117	16	a	a	DET
alkej-1107	117	17	new	new	ADJ
alkej-1107	117	18	progeny	progeny	NOUN
alkej-1107	117	19	population	population	NOUN
alkej-1107	117	20	.	.	PUNCT
alkej-1107	118	1	these	these	DET
alkej-1107	118	2	partnerships	partnership	NOUN
alkej-1107	118	3	,	,	PUNCT
alkej-1107	118	4	equivalent	equivalent	ADJ
alkej-1107	118	5	to	to	ADP
alkej-1107	118	6	biological	biological	ADJ
alkej-1107	118	7	parents	parent	NOUN
alkej-1107	118	8	,	,	PUNCT
alkej-1107	118	9	are	be	AUX
alkej-1107	118	10	selected	select	VERB
alkej-1107	118	11	randomly	randomly	ADV
alkej-1107	118	12	out	out	ADP
alkej-1107	118	13	of	of	ADP
alkej-1107	118	14	the	the	DET
alkej-1107	118	15	current	current	ADJ
alkej-1107	118	16	pool	pool	NOUN
alkej-1107	118	17	via	via	ADP
alkej-1107	118	18	a	a	DET
alkej-1107	118	19	statistical	statistical	ADJ
alkej-1107	118	20	picking	picking	NOUN
alkej-1107	118	21	technique	technique	NOUN
alkej-1107	118	22	.	.	PUNCT
alkej-1107	119	1	a	a	DET
alkej-1107	119	2	randomly	randomly	ADV
alkej-1107	119	3	selected	select	VERB
alkej-1107	119	4	function	function	NOUN
alkej-1107	119	5	,	,	PUNCT
alkej-1107	119	6	such	such	ADJ
alkej-1107	119	7	as	as	ADP
alkej-1107	119	8	rand	rand	NOUN
alkej-1107	119	9	,	,	PUNCT
alkej-1107	119	10	is	be	AUX
alkej-1107	119	11	then	then	ADV
alkej-1107	119	12	ahmed	ahmed	PROPN
alkej-1107	119	13	a.	a.	PROPN
alkej-1107	119	14	thabit	thabit	PROPN
alkej-1107	119	15	al	al	PROPN
alkej-1107	119	16	-	-	PUNCT
alkej-1107	119	17	khwarizmi	khwarizmi	PROPN
alkej-1107	119	18	engineering	engineering	NOUN
alkej-1107	119	19	journal	journal	PROPN
alkej-1107	119	20	,	,	PUNCT
alkej-1107	119	21	vol	vol	NOUN
alkej-1107	119	22	.	.	PROPN
alkej-1107	119	23	21	21	NUM
alkej-1107	119	24	,	,	PUNCT
alkej-1107	119	25	no.4	no.4	PROPN
alkej-1107	119	26	,	,	PUNCT
alkej-1107	119	27	pp	pp	X
alkej-1107	119	28	.	.	PUNCT
alkej-1107	120	1	8292	8292	NUM
alkej-1107	120	2	(	(	PUNCT
alkej-1107	120	3	2025	2025	NUM
alkej-1107	120	4	)	)	PUNCT
alkej-1107	120	5	87	87	NUM
alkej-1107	120	6	employed	employ	VERB
alkej-1107	120	7	to	to	PART
alkej-1107	120	8	ascertain	ascertain	VERB
alkej-1107	120	9	candidate	candidate	NOUN
alkej-1107	120	10	numbers	number	NOUN
alkej-1107	120	11	,	,	PUNCT
alkej-1107	120	12	which	which	PRON
alkej-1107	120	13	are	be	AUX
alkej-1107	120	14	subsequently	subsequently	ADV
alkej-1107	120	15	rounded	rounded	ADJ
alkej-1107	120	16	to	to	ADP
alkej-1107	120	17	the	the	DET
alkej-1107	120	18	nearest	near	ADJ
alkej-1107	120	19	integers	integer	NOUN
alkej-1107	120	20	to	to	PART
alkej-1107	120	21	align	align	VERB
alkej-1107	120	22	with	with	ADP
alkej-1107	120	23	real	real	ADJ
alkej-1107	120	24	chromosome	chromosome	NOUN
alkej-1107	120	25	positions	position	NOUN
alkej-1107	120	26	within	within	ADP
alkej-1107	120	27	a	a	DET
alkej-1107	120	28	certain	certain	ADJ
alkej-1107	120	29	population	population	NOUN
alkej-1107	120	30	size	size	NOUN
alkej-1107	120	31	(	(	PUNCT
alkej-1107	120	32	e.g.	e.g.	ADV
alkej-1107	120	33	5	5	NUM
alkej-1107	120	34	individuals	individual	NOUN
alkej-1107	120	35	)	)	PUNCT
alkej-1107	120	36	.	.	PUNCT
alkej-1107	121	1	after	after	ADP
alkej-1107	121	2	selecting	select	VERB
alkej-1107	121	3	both	both	CCONJ
alkej-1107	121	4	parental	parental	ADJ
alkej-1107	121	5	genomes	genome	NOUN
alkej-1107	121	6	,	,	PUNCT
alkej-1107	121	7	a	a	DET
alkej-1107	121	8	multipoint	multipoint	NOUN
alkej-1107	121	9	crossover	crossover	NOUN
alkej-1107	121	10	approach	approach	NOUN
alkej-1107	121	11	is	be	AUX
alkej-1107	121	12	employed	employ	VERB
alkej-1107	121	13	,	,	PUNCT
alkej-1107	121	14	in	in	ADP
alkej-1107	121	15	which	which	PRON
alkej-1107	121	16	genetic	genetic	ADJ
alkej-1107	121	17	material	material	NOUN
alkej-1107	121	18	is	be	AUX
alkej-1107	121	19	exchanged	exchange	VERB
alkej-1107	121	20	between	between	ADP
alkej-1107	121	21	pairs	pair	NOUN
alkej-1107	121	22	at	at	ADP
alkej-1107	121	23	several	several	ADJ
alkej-1107	121	24	randomly	randomly	ADV
alkej-1107	121	25	established	establish	VERB
alkej-1107	121	26	crossover	crossover	ADP
alkej-1107	121	27	locations	location	NOUN
alkej-1107	121	28	.	.	PUNCT
alkej-1107	122	1	this	this	DET
alkej-1107	122	2	process	process	NOUN
alkej-1107	122	3	mimics	mimic	VERB
alkej-1107	122	4	the	the	DET
alkej-1107	122	5	biological	biological	ADJ
alkej-1107	122	6	process	process	NOUN
alkej-1107	122	7	of	of	ADP
alkej-1107	122	8	genetic	genetic	ADJ
alkej-1107	122	9	recombination	recombination	NOUN
alkej-1107	122	10	,	,	PUNCT
alkej-1107	122	11	thus	thus	ADV
alkej-1107	122	12	promoting	promote	VERB
alkej-1107	122	13	diversity	diversity	NOUN
alkej-1107	122	14	and	and	CCONJ
alkej-1107	122	15	helping	help	VERB
alkej-1107	122	16	the	the	DET
alkej-1107	122	17	algorithm	algorithm	NOUN
alkej-1107	122	18	explore	explore	VERB
alkej-1107	122	19	a	a	DET
alkej-1107	122	20	broader	broad	ADJ
alkej-1107	122	21	solution	solution	NOUN
alkej-1107	122	22	space	space	NOUN
alkej-1107	122	23	.	.	PUNCT
alkej-1107	123	1	in	in	ADP
alkej-1107	123	2	the	the	DET
alkej-1107	123	3	tested	test	VERB
alkej-1107	123	4	configuration	configuration	NOUN
alkej-1107	123	5	,	,	PUNCT
alkej-1107	123	6	sample	sample	NOUN
alkej-1107	123	7	random	random	ADJ
alkej-1107	123	8	values	value	NOUN
alkej-1107	123	9	(	(	PUNCT
alkej-1107	123	10	i.e.	i.e.	X
alkej-1107	123	11	(	(	PUNCT
alkej-1107	123	12	0.67	0.67	NUM
alkej-1107	123	13	,	,	PUNCT
alkej-1107	123	14	0.23	0.23	NUM
alkej-1107	123	15	)	)	PUNCT
alkej-1107	123	16	and	and	CCONJ
alkej-1107	123	17	(	(	PUNCT
alkej-1107	123	18	0.12	0.12	NUM
alkej-1107	123	19	,	,	PUNCT
alkej-1107	123	20	0.91	0.91	NUM
alkej-1107	123	21	)	)	PUNCT
alkej-1107	123	22	)	)	PUNCT
alkej-1107	123	23	are	be	AUX
alkej-1107	123	24	generated	generate	VERB
alkej-1107	123	25	to	to	PART
alkej-1107	123	26	guide	guide	VERB
alkej-1107	123	27	the	the	DET
alkej-1107	123	28	selection	selection	NOUN
alkej-1107	123	29	and	and	CCONJ
alkej-1107	123	30	crossover	crossover	NOUN
alkej-1107	123	31	points	point	NOUN
alkej-1107	123	32	.	.	PUNCT
alkej-1107	124	1	the	the	DET
alkej-1107	124	2	resulting	result	VERB
alkej-1107	124	3	selected	select	VERB
alkej-1107	124	4	chromosomes	chromosome	NOUN
alkej-1107	124	5	for	for	ADP
alkej-1107	124	6	crossover	crossover	NOUN
alkej-1107	124	7	are	be	AUX
alkej-1107	124	8	indexed	index	VERB
alkej-1107	124	9	as	as	ADP
alkej-1107	124	10	x	x	X
alkej-1107	124	11	=	=	PUNCT
alkej-1107	125	1	[	[	X
alkej-1107	125	2	2	2	NUM
alkej-1107	125	3	,	,	PUNCT
alkej-1107	125	4	4	4	NUM
alkej-1107	125	5	]	]	PUNCT
alkej-1107	125	6	and	and	CCONJ
alkej-1107	125	7	y	y	PROPN
alkej-1107	125	8	=	=	PUNCT
alkej-1107	126	1	[	[	X
alkej-1107	126	2	5	5	NUM
alkej-1107	126	3	,	,	PUNCT
alkej-1107	126	4	1	1	NUM
alkej-1107	126	5	]	]	PUNCT
alkej-1107	126	6	,	,	PUNCT
alkej-1107	126	7	representing	represent	VERB
alkej-1107	126	8	the	the	DET
alkej-1107	126	9	parental	parental	ADJ
alkej-1107	126	10	combinations	combination	NOUN
alkej-1107	126	11	for	for	ADP
alkej-1107	126	12	that	that	DET
alkej-1107	126	13	iteration	iteration	NOUN
alkej-1107	126	14	.	.	PUNCT
alkej-1107	127	1	the	the	DET
alkej-1107	127	2	complete	complete	ADJ
alkej-1107	127	3	crossover	crossover	NOUN
alkej-1107	127	4	and	and	CCONJ
alkej-1107	127	5	mutation	mutation	NOUN
alkej-1107	127	6	procedures	procedure	NOUN
alkej-1107	127	7	are	be	AUX
alkej-1107	127	8	depicted	depict	VERB
alkej-1107	127	9	in	in	ADP
alkej-1107	127	10	figs	fig	NOUN
alkej-1107	127	11	.	.	PUNCT
alkej-1107	128	1	5	5	NUM
alkej-1107	128	2	and	and	CCONJ
alkej-1107	128	3	6	6	NUM
alkej-1107	128	4	,	,	PUNCT
alkej-1107	128	5	respectively	respectively	ADV
alkej-1107	128	6	.	.	PUNCT
alkej-1107	129	1	these	these	DET
alkej-1107	129	2	figures	figure	NOUN
alkej-1107	129	3	offer	offer	VERB
alkej-1107	129	4	a	a	DET
alkej-1107	129	5	visual	visual	ADJ
alkej-1107	129	6	analogy	analogy	NOUN
alkej-1107	129	7	similar	similar	ADJ
alkej-1107	129	8	to	to	ADP
alkej-1107	129	9	shuffling	shuffle	VERB
alkej-1107	129	10	and	and	CCONJ
alkej-1107	129	11	splitting	split	VERB
alkej-1107	129	12	strands	strand	NOUN
alkej-1107	129	13	of	of	ADP
alkej-1107	129	14	dna	dna	NOUN
alkej-1107	129	15	to	to	PART
alkej-1107	129	16	create	create	VERB
alkej-1107	129	17	new	new	ADJ
alkej-1107	129	18	genetic	genetic	ADJ
alkej-1107	129	19	expressions	expression	NOUN
alkej-1107	129	20	in	in	ADP
alkej-1107	129	21	the	the	DET
alkej-1107	129	22	next	next	ADJ
alkej-1107	129	23	generation	generation	NOUN
alkej-1107	129	24	of	of	ADP
alkej-1107	129	25	solutions	solution	NOUN
alkej-1107	129	26	.	.	PUNCT
alkej-1107	130	1	fig	fig	NOUN
alkej-1107	130	2	.	.	PUNCT
alkej-1107	131	1	5	5	X
alkej-1107	131	2	.	.	X
alkej-1107	131	3	bga	bga	PROPN
alkej-1107	131	4	crossover	crossover	PROPN
alkej-1107	131	5	operation	operation	NOUN
alkej-1107	131	6	fig	fig	NOUN
alkej-1107	131	7	.	.	PUNCT
alkej-1107	132	1	6	6	NUM
alkej-1107	132	2	.	.	PUNCT
alkej-1107	133	1	the	the	DET
alkej-1107	133	2	operation	operation	NOUN
alkej-1107	133	3	of	of	ADP
alkej-1107	133	4	mutation	mutation	NOUN
alkej-1107	133	5	in	in	ADP
alkej-1107	133	6	the	the	DET
alkej-1107	133	7	case	case	NOUN
alkej-1107	133	8	of	of	ADP
alkej-1107	133	9	bga	bga	PROPN
alkej-1107	133	10	mutation	mutation	PROPN
alkej-1107	133	11	,	,	PUNCT
alkej-1107	133	12	all	all	DET
alkej-1107	133	13	the	the	DET
alkej-1107	133	14	parameters	parameter	NOUN
alkej-1107	133	15	that	that	PRON
alkej-1107	133	16	might	might	AUX
alkej-1107	133	17	be	be	AUX
alkej-1107	133	18	changed	change	VERB
alkej-1107	133	19	are	be	AUX
alkej-1107	133	20	≈	≈	PROPN
alkej-1107	133	21	(	(	PUNCT
alkej-1107	133	22	mutation	mutation	NOUN
alkej-1107	133	23	rate	rate	NOUN
alkej-1107	133	24	*	*	PUNCT
alkej-1107	133	25	population	population	NOUN
alkej-1107	134	1	*	*	PUNCT
alkej-1107	134	2	bit	bit	NOUN
alkej-1107	134	3	size	size	NOUN
alkej-1107	134	4	*	*	PUNCT
alkej-1107	134	5	number	number	NOUN
alkej-1107	134	6	of	of	ADP
alkej-1107	134	7	variables	variable	NOUN
alkej-1107	134	8	)	)	PUNCT
alkej-1107	134	9	.	.	PUNCT
alkej-1107	135	1	at	at	ADP
alkej-1107	135	2	a	a	DET
alkej-1107	135	3	pace	pace	NOUN
alkej-1107	135	4	of	of	ADP
alkej-1107	135	5	a	a	DET
alkej-1107	135	6	single	single	ADJ
alkej-1107	135	7	chromosomal	chromosomal	ADJ
alkej-1107	135	8	bit	bit	NOUN
alkej-1107	135	9	at	at	ADP
alkej-1107	135	10	a	a	DET
alkej-1107	135	11	time	time	NOUN
alkej-1107	135	12	,	,	PUNCT
alkej-1107	135	13	the	the	DET
alkej-1107	135	14	suggested	suggest	VERB
alkej-1107	135	15	bit	bit	NOUN
alkej-1107	135	16	switches	switch	NOUN
alkej-1107	135	17	into	into	ADP
alkej-1107	135	18	the	the	DET
alkej-1107	135	19	matching	match	VERB
alkej-1107	135	20	bipolar	bipolar	ADJ
alkej-1107	135	21	digit	digit	NOUN
alkej-1107	135	22	after	after	SCONJ
alkej-1107	135	23	the	the	DET
alkej-1107	135	24	row	row	NOUN
alkej-1107	135	25	and	and	CCONJ
alkej-1107	135	26	column	column	NOUN
alkej-1107	135	27	numbers	number	NOUN
alkej-1107	135	28	are	be	AUX
alkej-1107	135	29	randomly	randomly	ADV
alkej-1107	135	30	selected	select	VERB
alkej-1107	135	31	.	.	PUNCT
alkej-1107	136	1	the	the	DET
alkej-1107	136	2	process	process	NOUN
alkej-1107	136	3	by	by	ADP
alkej-1107	136	4	which	which	PRON
alkej-1107	136	5	bga	bga	NOUN
alkej-1107	136	6	mutations	mutation	NOUN
alkej-1107	136	7	work	work	NOUN
alkej-1107	136	8	is	be	AUX
alkej-1107	136	9	presented	present	VERB
alkej-1107	136	10	in	in	ADP
alkej-1107	136	11	fig	fig	NOUN
alkej-1107	136	12	.	.	PUNCT
alkej-1107	137	1	4	4	X
alkej-1107	137	2	.	.	X
alkej-1107	137	3	the	the	DET
alkej-1107	137	4	mutation	mutation	NOUN
alkej-1107	137	5	procedure	procedure	NOUN
alkej-1107	137	6	contributes	contribute	VERB
alkej-1107	137	7	to	to	ADP
alkej-1107	137	8	the	the	DET
alkej-1107	137	9	creation	creation	NOUN
alkej-1107	137	10	of	of	ADP
alkej-1107	137	11	a	a	DET
alkej-1107	137	12	new	new	ADJ
alkej-1107	137	13	search	search	NOUN
alkej-1107	137	14	space	space	NOUN
alkej-1107	137	15	.	.	PUNCT
alkej-1107	138	1	in	in	ADP
alkej-1107	138	2	summary	summary	NOUN
alkej-1107	138	3	,	,	PUNCT
alkej-1107	138	4	the	the	DET
alkej-1107	138	5	following	follow	VERB
alkej-1107	138	6	is	be	AUX
alkej-1107	138	7	how	how	SCONJ
alkej-1107	138	8	the	the	DET
alkej-1107	138	9	suggested	suggest	VERB
alkej-1107	138	10	ga	ga	NOUN
alkej-1107	138	11	-	-	PUNCT
alkej-1107	138	12	based	base	VERB
alkej-1107	138	13	system	system	NOUN
alkej-1107	138	14	for	for	ADP
alkej-1107	138	15	collaborative	collaborative	ADJ
alkej-1107	138	16	spectral	spectral	ADJ
alkej-1107	138	17	monitoring	monitoring	NOUN
alkej-1107	138	18	operates	operate	VERB
alkej-1107	138	19	from	from	ADP
alkej-1107	138	20	a	a	PRON
alkej-1107	138	21	to	to	ADP
alkej-1107	138	22	g	g	NOUN
alkej-1107	138	23	:	:	PUNCT
alkej-1107	138	24	a	a	PRON
alkej-1107	138	25	:	:	PUNCT
alkej-1107	138	26	place	place	NOUN
alkej-1107	138	27	t	t	PROPN
alkej-1107	138	28	is	be	AUX
alkej-1107	138	29	set	set	VERB
alkej-1107	138	30	to	to	ADP
alkej-1107	138	31	0	0	NUM
alkej-1107	138	32	to	to	PART
alkej-1107	138	33	produce	produce	VERB
alkej-1107	138	34	an	an	DET
alkej-1107	138	35	arbitrary	arbitrary	ADJ
alkej-1107	138	36	population	population	NOUN
alkej-1107	138	37	of	of	ADP
alkej-1107	138	38	genomes	genome	NOUN
alkej-1107	138	39	.	.	PUNCT
alkej-1107	139	1	every	every	DET
alkej-1107	139	2	population	population	NOUN
alkej-1107	139	3	genome	genome	NOUN
alkej-1107	139	4	is	be	AUX
alkej-1107	139	5	(	(	PUNCT
alkej-1107	139	6	c*x	c*x	PROPN
alkej-1107	139	7	)	)	PUNCT
alkej-1107	139	8	bits	bit	NOUN
alkej-1107	139	9	long	long	ADV
alkej-1107	139	10	,	,	PUNCT
alkej-1107	139	11	where	where	SCONJ
alkej-1107	139	12	c	c	PROPN
alkej-1107	139	13	represents	represent	VERB
alkej-1107	139	14	the	the	DET
alkej-1107	139	15	overall	overall	ADJ
alkej-1107	139	16	number	number	NOUN
alkej-1107	139	17	of	of	ADP
alkej-1107	139	18	sus	sus	NOUN
alkej-1107	139	19	in	in	ADP
alkej-1107	139	20	the	the	DET
alkej-1107	139	21	system	system	NOUN
alkej-1107	139	22	and	and	CCONJ
alkej-1107	139	23	x	x	PRON
alkej-1107	139	24	represents	represent	VERB
alkej-1107	139	25	the	the	DET
alkej-1107	139	26	bits	bit	NOUN
alkej-1107	139	27	in	in	ADP
alkej-1107	139	28	every	every	DET
alkej-1107	139	29	genome	genome	NOUN
alkej-1107	139	30	.	.	PUNCT
alkej-1107	140	1	b	b	X
alkej-1107	140	2	:	:	PUNCT
alkej-1107	140	3	each	each	DET
alkej-1107	140	4	chromosome	chromosome	NOUN
alkej-1107	140	5	will	will	AUX
alkej-1107	140	6	be	be	AUX
alkej-1107	140	7	decoded	decode	VERB
alkej-1107	140	8	into	into	ADP
alkej-1107	140	9	an	an	DET
alkej-1107	140	10	array	array	NOUN
alkej-1107	140	11	that	that	PRON
alkej-1107	140	12	corresponds	correspond	VERB
alkej-1107	140	13	to	to	ADP
alkej-1107	140	14	it	it	PRON
alkej-1107	140	15	in	in	ADP
alkej-1107	140	16	the	the	DET
alkej-1107	140	17	arbitrary	arbitrary	ADJ
alkej-1107	140	18	group	group	NOUN
alkej-1107	140	19	.	.	PUNCT
alkej-1107	141	1	the	the	DET
alkej-1107	141	2	identification	identification	NOUN
alkej-1107	141	3	accuracy	accuracy	NOUN
alkej-1107	141	4	is	be	AUX
alkej-1107	141	5	enhanced	enhance	VERB
alkej-1107	141	6	via	via	ADP
alkej-1107	141	7	the	the	DET
alkej-1107	141	8	weighted	weight	VERB
alkej-1107	141	9	parameters	parameter	NOUN
alkej-1107	141	10	set	set	VERB
alkej-1107	141	11	of	of	ADP
alkej-1107	141	12	y=	y=	PRON
alkej-1107	142	1	[	[	X
alkej-1107	142	2	y1	y1	INTJ
alkej-1107	142	3	y2	y2	NOUN
alkej-1107	142	4	y3,	y3,	NOUN
alkej-1107	142	5	…	…	PUNCT
alkej-1107	142	6	yi]t	yi]t	PROPN
alkej-1107	142	7	;	;	PUNCT
alkej-1107	142	8	y	y	PROPN
alkej-1107	142	9	≥	≥	NOUN
alkej-1107	142	10	0	0	NUM
alkej-1107	142	11	satisfying	satisfy	VERB
alkej-1107	142	12	the	the	DET
alkej-1107	142	13	criterion	criterion	NOUN
alkej-1107	142	14	||yi||=1	||yi||=1	PROPN
alkej-1107	142	15	.	.	PUNCT
alkej-1107	143	1	c	c	X
alkej-1107	143	2	:	:	PUNCT
alkej-1107	143	3	the	the	DET
alkej-1107	143	4	weighted	weight	VERB
alkej-1107	143	5	parameter	parameter	NOUN
alkej-1107	143	6	array	array	NOUN
alkej-1107	143	7	should	should	AUX
alkej-1107	143	8	be	be	AUX
alkej-1107	143	9	normalised	normalise	VERB
alkej-1107	143	10	by	by	ADP
alkej-1107	143	11	combining	combine	VERB
alkej-1107	143	12	:	:	PUNCT
alkej-1107	144	1	d	d	X
alkej-1107	144	2	:	:	PUNCT
alkej-1107	144	3	most	most	ADV
alkej-1107	144	4	suitable	suitable	ADJ
alkej-1107	144	5	genomes	genome	NOUN
alkej-1107	144	6	(	(	PUNCT
alkej-1107	144	7	p*α	p*α	NOUN
alkej-1107	144	8	)	)	PUNCT
alkej-1107	144	9	will	will	AUX
alkej-1107	144	10	be	be	AUX
alkej-1107	144	11	identified	identify	VERB
alkej-1107	144	12	(	(	PUNCT
alkej-1107	144	13	where	where	SCONJ
alkej-1107	144	14	α	α	NOUN
alkej-1107	144	15	is	be	AUX
alkej-1107	144	16	an	an	DET
alkej-1107	144	17	amount	amount	NOUN
alkej-1107	144	18	specifying	specify	VERB
alkej-1107	144	19	a	a	DET
alkej-1107	144	20	percentage	percentage	NOUN
alkej-1107	144	21	of	of	ADP
alkej-1107	144	22	p	p	NOUN
alkej-1107	144	23	that	that	PRON
alkej-1107	144	24	is	be	AUX
alkej-1107	144	25	below	below	ADP
alkej-1107	144	26	one	one	NUM
alkej-1107	144	27	)	)	PUNCT
alkej-1107	144	28	by	by	ADP
alkej-1107	144	29	calculating	calculate	VERB
alkej-1107	144	30	the	the	DET
alkej-1107	144	31	value	value	NOUN
alkej-1107	144	32	of	of	ADP
alkej-1107	144	33	fitness	fitness	NOUN
alkej-1107	144	34	of	of	ADP
alkej-1107	144	35	each	each	DET
alkej-1107	144	36	balanced	balanced	ADJ
alkej-1107	144	37	decoded	decode	VERB
alkej-1107	144	38	weighted	weight	VERB
alkej-1107	144	39	vector	vector	NOUN
alkej-1107	144	40	(	(	PUNCT
alkej-1107	144	41	y	y	NOUN
alkej-1107	144	42	)	)	PUNCT
alkej-1107	144	43	and	and	CCONJ
alkej-1107	144	44	ranking	rank	VERB
alkej-1107	144	45	them	they	PRON
alkej-1107	144	46	based	base	VERB
alkej-1107	144	47	on	on	ADP
alkej-1107	144	48	this	this	DET
alkej-1107	144	49	value	value	NOUN
alkej-1107	144	50	.	.	PUNCT
alkej-1107	145	1	�	�	PROPN
alkej-1107	145	2	⃗⃗	⃗⃗	PROPN
alkej-1107	145	3	�	�	PROPN
alkej-1107	145	4	=	=	SYM
alkej-1107	145	5	�	�	PROPN
alkej-1107	145	6	̅	̅	NOUN
alkej-1107	145	7	�	�	NOUN
alkej-1107	145	8	√∑	√∑	ADJ
alkej-1107	145	9	(	(	PUNCT
alkej-1107	145	10	𝒀𝒊)𝟐	𝒀𝒊)𝟐	NOUN
alkej-1107	145	11	𝑪	𝑪	PROPN
alkej-1107	145	12	𝒊=𝟏	𝒊=𝟏	PROPN
alkej-1107	145	13	,	,	PUNCT
alkej-1107	145	14	…	…	PUNCT
alkej-1107	145	15	(	(	PUNCT
alkej-1107	145	16	14	14	NUM
alkej-1107	145	17	)	)	PUNCT
alkej-1107	145	18	e	e	NOUN
alkej-1107	145	19	:	:	PUNCT
alkej-1107	145	20	return	return	VERB
alkej-1107	145	21	the	the	DET
alkej-1107	145	22	updated	update	VERB
alkej-1107	145	23	solution	solution	NOUN
alkej-1107	145	24	(	(	PUNCT
alkej-1107	145	25	p*(1	p*(1	NOUN
alkej-1107	145	26	-	-	PUNCT
alkej-1107	145	27	α	α	NOUN
alkej-1107	145	28	)	)	PUNCT
alkej-1107	145	29	)	)	PUNCT
alkej-1107	145	30	via	via	ADP
alkej-1107	145	31	the	the	DET
alkej-1107	145	32	ga	ga	PROPN
alkej-1107	145	33	’s	’s	PART
alkej-1107	145	34	selection	selection	NOUN
alkej-1107	145	35	,	,	PUNCT
alkej-1107	145	36	crossover	crossover	NOUN
alkej-1107	145	37	and	and	CCONJ
alkej-1107	145	38	mutation	mutation	NOUN
alkej-1107	145	39	processes	process	NOUN
alkej-1107	145	40	and	and	CCONJ
alkej-1107	145	41	set	set	VERB
alkej-1107	145	42	t	t	PROPN
alkej-1107	145	43	=	=	PROPN
alkej-1107	145	44	t+1	t+1	PROPN
alkej-1107	145	45	.	.	PUNCT
alkej-1107	146	1	f	f	X
alkej-1107	146	2	:	:	PUNCT
alkej-1107	146	3	combine	combine	VERB
alkej-1107	146	4	the	the	DET
alkej-1107	146	5	recently	recently	ADV
alkej-1107	146	6	replicated	replicate	VERB
alkej-1107	146	7	chromosomes	chromosome	NOUN
alkej-1107	146	8	with	with	ADP
alkej-1107	146	9	the	the	DET
alkej-1107	146	10	most	most	ADV
alkej-1107	146	11	promising	promising	ADJ
alkej-1107	146	12	parental	parental	ADJ
alkej-1107	146	13	chromosomes	chromosome	NOUN
alkej-1107	146	14	to	to	PART
alkej-1107	146	15	create	create	VERB
alkej-1107	146	16	an	an	DET
alkej-1107	146	17	additional	additional	ADJ
alkej-1107	146	18	batch	batch	NOUN
alkej-1107	146	19	of	of	ADP
alkej-1107	146	20	genes	gene	NOUN
alkej-1107	146	21	.	.	PUNCT
alkej-1107	147	1	g	g	NOUN
alkej-1107	147	2	:	:	PUNCT
alkej-1107	147	3	following	follow	VERB
alkej-1107	147	4	the	the	DET
alkej-1107	147	5	procedures	procedure	NOUN
alkej-1107	147	6	outlined	outline	VERB
alkej-1107	147	7	in	in	ADP
alkej-1107	147	8	steps	step	NOUN
alkej-1107	147	9	b	b	PROPN
alkej-1107	147	10	and	and	CCONJ
alkej-1107	147	11	c	c	NOUN
alkej-1107	147	12	,	,	PUNCT
alkej-1107	147	13	decipher	decipher	ADV
alkej-1107	147	14	and	and	CCONJ
alkej-1107	147	15	standardise	standardise	VERB
alkej-1107	147	16	the	the	DET
alkej-1107	147	17	genetic	genetic	ADJ
alkej-1107	147	18	material	material	NOUN
alkej-1107	147	19	from	from	ADP
alkej-1107	147	20	the	the	DET
alkej-1107	147	21	freshly	freshly	ADV
alkej-1107	147	22	created	create	VERB
alkej-1107	147	23	population	population	NOUN
alkej-1107	147	24	.	.	PUNCT
alkej-1107	148	1	repeat	repeat	NOUN
alkej-1107	148	2	step	step	NOUN
alkej-1107	148	3	d	d	NOUN
alkej-1107	148	4	to	to	PART
alkej-1107	148	5	determine	determine	VERB
alkej-1107	148	6	every	every	DET
alkej-1107	148	7	chromosome	chromosome	NOUN
alkej-1107	148	8	’s	’s	PART
alkej-1107	148	9	value	value	NOUN
alkej-1107	148	10	for	for	ADP
alkej-1107	148	11	fitness	fitness	NOUN
alkej-1107	148	12	,	,	PUNCT
alkej-1107	148	13	then	then	ADV
alkej-1107	148	14	finish	finish	VERB
alkej-1107	148	15	the	the	DET
alkej-1107	148	16	iteration	iteration	NOUN
alkej-1107	148	17	if	if	SCONJ
alkej-1107	148	18	t	t	PROPN
alkej-1107	148	19	equals	equal	VERB
alkej-1107	148	20	the	the	DET
alkej-1107	148	21	preset	preset	ADJ
alkej-1107	148	22	value	value	NOUN
alkej-1107	148	23	ngener	ngener	NOUN
alkej-1107	148	24	.	.	PUNCT
alkej-1107	149	1	if	if	SCONJ
alkej-1107	149	2	not	not	PART
alkej-1107	149	3	,	,	PUNCT
alkej-1107	149	4	proceed	proceed	VERB
alkej-1107	149	5	to	to	ADP
alkej-1107	149	6	e.	e.	PROPN
alkej-1107	149	7	4	4	NUM
alkej-1107	149	8	.	.	PUNCT
alkej-1107	150	1	experimental	experimental	ADJ
alkej-1107	150	2	scenarios	scenario	NOUN
alkej-1107	150	3	to	to	PART
alkej-1107	150	4	determine	determine	VERB
alkej-1107	150	5	the	the	DET
alkej-1107	150	6	ideal	ideal	ADJ
alkej-1107	150	7	arrangement	arrangement	NOUN
alkej-1107	150	8	for	for	ADP
alkej-1107	150	9	ga	ga	PROPN
alkej-1107	150	10	,	,	PUNCT
alkej-1107	150	11	numerous	numerous	ADJ
alkej-1107	150	12	tests	test	NOUN
alkej-1107	150	13	were	be	AUX
alkej-1107	150	14	executed	execute	VERB
alkej-1107	150	15	by	by	ADP
alkej-1107	150	16	systematically	systematically	ADV
alkej-1107	150	17	altering	alter	VERB
alkej-1107	150	18	essential	essential	ADJ
alkej-1107	150	19	factors	factor	NOUN
alkej-1107	150	20	.	.	PUNCT
alkej-1107	151	1	the	the	DET
alkej-1107	151	2	assessment	assessment	NOUN
alkej-1107	151	3	concentrated	concentrate	VERB
alkej-1107	151	4	on	on	ADP
alkej-1107	151	5	the	the	DET
alkej-1107	151	6	impact	impact	NOUN
alkej-1107	151	7	of	of	ADP
alkej-1107	151	8	these	these	DET
alkej-1107	151	9	setups	setup	NOUN
alkej-1107	151	10	on	on	ADP
alkej-1107	151	11	detection	detection	NOUN
alkej-1107	151	12	accuracy	accuracy	NOUN
alkej-1107	151	13	and	and	CCONJ
alkej-1107	151	14	overall	overall	ADJ
alkej-1107	151	15	performance	performance	NOUN
alkej-1107	151	16	.	.	PUNCT
alkej-1107	152	1	the	the	DET
alkej-1107	152	2	examined	examine	VERB
alkej-1107	152	3	factors	factor	NOUN
alkej-1107	152	4	included	include	VERB
alkej-1107	152	5	mutation	mutation	NOUN
alkej-1107	152	6	rate	rate	NOUN
alkej-1107	152	7	,	,	PUNCT
alkej-1107	152	8	population	population	NOUN
alkej-1107	152	9	size	size	NOUN
alkej-1107	152	10	,	,	PUNCT
alkej-1107	152	11	bits	bit	NOUN
alkej-1107	152	12	per	per	ADP
alkej-1107	152	13	variable	variable	NOUN
alkej-1107	152	14	and	and	CCONJ
alkej-1107	152	15	crossover	crossover	NOUN
alkej-1107	152	16	rate	rate	NOUN
alkej-1107	152	17	.	.	PUNCT
alkej-1107	153	1	the	the	DET
alkej-1107	153	2	ga	ga	PROPN
alkej-1107	153	3	method	method	NOUN
alkej-1107	153	4	was	be	AUX
alkej-1107	153	5	executed	execute	VERB
alkej-1107	153	6	with	with	ADP
alkej-1107	153	7	multiple	multiple	ADJ
alkej-1107	153	8	settings	setting	NOUN
alkej-1107	153	9	of	of	ADP
alkej-1107	153	10	an	an	DET
alkej-1107	153	11	identical	identical	ADJ
alkej-1107	153	12	factor	factor	NOUN
alkej-1107	153	13	to	to	PART
alkej-1107	153	14	determine	determine	VERB
alkej-1107	153	15	the	the	DET
alkej-1107	153	16	ideal	ideal	ADJ
alkej-1107	153	17	array	array	NOUN
alkej-1107	153	18	of	of	ADP
alkej-1107	153	19	values	value	NOUN
alkej-1107	153	20	.	.	PUNCT
alkej-1107	154	1	the	the	DET
alkej-1107	154	2	experiments	experiment	NOUN
alkej-1107	154	3	were	be	AUX
alkej-1107	154	4	conducted	conduct	VERB
alkej-1107	154	5	using	use	VERB
alkej-1107	154	6	matlab	matlab	PROPN
alkej-1107	154	7	®	®	PROPN
alkej-1107	154	8	.	.	PUNCT
alkej-1107	155	1	ahmed	ahmed	PROPN
alkej-1107	155	2	a.	a.	PROPN
alkej-1107	155	3	thabit	thabit	PROPN
alkej-1107	155	4	al	al	PROPN
alkej-1107	155	5	-	-	PUNCT
alkej-1107	155	6	khwarizmi	khwarizmi	PROPN
alkej-1107	155	7	engineering	engineering	NOUN
alkej-1107	155	8	journal	journal	PROPN
alkej-1107	155	9	,	,	PUNCT
alkej-1107	155	10	vol	vol	NOUN
alkej-1107	155	11	.	.	PROPN
alkej-1107	155	12	21	21	NUM
alkej-1107	155	13	,	,	PUNCT
alkej-1107	155	14	no.4	no.4	PROPN
alkej-1107	155	15	,	,	PUNCT
alkej-1107	155	16	pp	pp	X
alkej-1107	155	17	.	.	PUNCT
alkej-1107	156	1	8292	8292	NUM
alkej-1107	156	2	(	(	PUNCT
alkej-1107	156	3	2025	2025	NUM
alkej-1107	156	4	)	)	PUNCT
alkej-1107	156	5	88	88	NUM
alkej-1107	156	6	4.1	4.1	NUM
alkej-1107	156	7	.	.	PUNCT
alkej-1107	157	1	parameter	parameter	NOUN
alkej-1107	157	2	tuning	tuning	NOUN
alkej-1107	157	3	and	and	CCONJ
alkej-1107	157	4	experimental	experimental	ADJ
alkej-1107	157	5	setup	setup	NOUN
alkej-1107	157	6	the	the	DET
alkej-1107	157	7	parameters	parameter	NOUN
alkej-1107	157	8	utilised	utilise	VERB
alkej-1107	157	9	for	for	ADP
alkej-1107	157	10	testing	testing	NOUN
alkej-1107	157	11	are	be	AUX
alkej-1107	157	12	listed	list	VERB
alkej-1107	157	13	in	in	ADP
alkej-1107	157	14	table	table	NOUN
alkej-1107	157	15	2	2	NUM
alkej-1107	157	16	.	.	PUNCT
alkej-1107	158	1	the	the	DET
alkej-1107	158	2	best	well	ADV
alkej-1107	158	3	-	-	PUNCT
alkej-1107	158	4	performing	perform	VERB
alkej-1107	158	5	configuration	configuration	NOUN
alkej-1107	158	6	,	,	PUNCT
alkej-1107	158	7	based	base	VERB
alkej-1107	158	8	on	on	ADP
alkej-1107	158	9	detection	detection	NOUN
alkej-1107	158	10	probability	probability	NOUN
alkej-1107	158	11	and	and	CCONJ
alkej-1107	158	12	convergence	convergence	NOUN
alkej-1107	158	13	speed	speed	NOUN
alkej-1107	158	14	,	,	PUNCT
alkej-1107	158	15	is	be	AUX
alkej-1107	158	16	shown	show	VERB
alkej-1107	158	17	in	in	ADP
alkej-1107	158	18	table	table	NOUN
alkej-1107	158	19	3	3	NUM
alkej-1107	158	20	.	.	PUNCT
alkej-1107	158	21	table	table	NOUN
alkej-1107	158	22	2	2	NUM
alkej-1107	158	23	,	,	PUNCT
alkej-1107	158	24	testing	test	VERB
alkej-1107	158	25	parameters	parameter	NOUN
alkej-1107	158	26	variable	variable	ADJ
alkej-1107	158	27	value	value	NOUN
alkej-1107	158	28	rate	rate	NOUN
alkej-1107	158	29	of	of	ADP
alkej-1107	158	30	mutation	mutation	NOUN
alkej-1107	158	31	[	[	X
alkej-1107	158	32	0.02	0.02	NUM
alkej-1107	158	33	,	,	PUNCT
alkej-1107	158	34	0.12	0.12	NUM
alkej-1107	158	35	,	,	PUNCT
alkej-1107	158	36	0.17	0.17	NUM
alkej-1107	158	37	,	,	PUNCT
alkej-1107	158	38	0.21	0.21	NUM
alkej-1107	158	39	,	,	PUNCT
alkej-1107	158	40	0.28	0.28	NUM
alkej-1107	158	41	,	,	PUNCT
alkej-1107	158	42	0.31	0.31	NUM
alkej-1107	158	43	,	,	PUNCT
alkej-1107	158	44	0.4	0.4	NUM
alkej-1107	158	45	]	]	PUNCT
alkej-1107	158	46	size	size	NOUN
alkej-1107	158	47	of	of	ADP
alkej-1107	158	48	population	population	NOUN
alkej-1107	159	1	[	[	X
alkej-1107	159	2	6	6	NUM
alkej-1107	159	3	,	,	PUNCT
alkej-1107	159	4	12	12	NUM
alkej-1107	159	5	,	,	PUNCT
alkej-1107	159	6	18	18	NUM
alkej-1107	159	7	,	,	PUNCT
alkej-1107	159	8	24	24	NUM
alkej-1107	159	9	,	,	PUNCT
alkej-1107	159	10	30	30	NUM
alkej-1107	159	11	]	]	SYM
alkej-1107	159	12	no	no	NOUN
alkej-1107	159	13	.	.	PUNCT
alkej-1107	159	14	bit	bit	NOUN
alkej-1107	159	15	per	per	ADP
alkej-1107	159	16	variable	variable	NOUN
alkej-1107	159	17	[	[	X
alkej-1107	159	18	2	2	NUM
alkej-1107	159	19	,	,	PUNCT
alkej-1107	159	20	4	4	NUM
alkej-1107	159	21	,	,	PUNCT
alkej-1107	159	22	8	8	NUM
alkej-1107	159	23	,	,	PUNCT
alkej-1107	159	24	16	16	NUM
alkej-1107	159	25	,	,	PUNCT
alkej-1107	159	26	32	32	NUM
alkej-1107	159	27	]	]	PUNCT
alkej-1107	159	28	rate	rate	NOUN
alkej-1107	159	29	of	of	ADP
alkej-1107	159	30	crossover	crossover	NOUN
alkej-1107	159	31	[	[	X
alkej-1107	159	32	0.52	0.52	NUM
alkej-1107	159	33	,	,	PUNCT
alkej-1107	159	34	0.54	0.54	NUM
alkej-1107	159	35	,	,	PUNCT
alkej-1107	159	36	0.62	0.62	NUM
alkej-1107	159	37	,	,	PUNCT
alkej-1107	159	38	0.64	0.64	NUM
alkej-1107	159	39	,	,	PUNCT
alkej-1107	159	40	0.8	0.8	NUM
alkej-1107	159	41	]	]	PUNCT
alkej-1107	159	42	table	table	NOUN
alkej-1107	159	43	3	3	NUM
alkej-1107	159	44	,	,	PUNCT
alkej-1107	159	45	obtained	obtain	VERB
alkej-1107	159	46	best	good	ADJ
alkej-1107	159	47	results	result	NOUN
alkej-1107	159	48	variable	variable	ADJ
alkej-1107	159	49	value	value	NOUN
alkej-1107	159	50	rate	rate	NOUN
alkej-1107	159	51	of	of	ADP
alkej-1107	159	52	mutation	mutation	NOUN
alkej-1107	159	53	0.12	0.12	NUM
alkej-1107	159	54	size	size	NOUN
alkej-1107	159	55	of	of	ADP
alkej-1107	159	56	population	population	NOUN
alkej-1107	159	57	30	30	NUM
alkej-1107	159	58	no	no	NOUN
alkej-1107	159	59	.	.	PUNCT
alkej-1107	159	60	bit	bit	NOUN
alkej-1107	159	61	per	per	ADP
alkej-1107	159	62	variable	variable	ADJ
alkej-1107	159	63	16	16	NUM
alkej-1107	159	64	rate	rate	NOUN
alkej-1107	159	65	of	of	ADP
alkej-1107	159	66	crossover	crossover	NOUN
alkej-1107	159	67	0.64	0.64	NUM
alkej-1107	159	68	4.2	4.2	NUM
alkej-1107	159	69	.	.	PUNCT
alkej-1107	160	1	simulation	simulation	NOUN
alkej-1107	160	2	results	result	NOUN
alkej-1107	160	3	and	and	CCONJ
alkej-1107	160	4	observations	observation	NOUN
alkej-1107	160	5	using	use	VERB
alkej-1107	160	6	the	the	DET
alkej-1107	160	7	optimised	optimise	VERB
alkej-1107	160	8	parameters	parameter	NOUN
alkej-1107	160	9	,	,	PUNCT
alkej-1107	160	10	simulations	simulation	NOUN
alkej-1107	160	11	were	be	AUX
alkej-1107	160	12	conducted	conduct	VERB
alkej-1107	160	13	over	over	ADP
alkej-1107	160	14	250	250	NUM
alkej-1107	160	15	generations	generation	NOUN
alkej-1107	160	16	with	with	ADP
alkej-1107	160	17	population	population	NOUN
alkej-1107	160	18	sizes	size	NOUN
alkej-1107	160	19	of	of	ADP
alkej-1107	160	20	35	35	NUM
alkej-1107	160	21	and	and	CCONJ
alkej-1107	160	22	24	24	NUM
alkej-1107	160	23	sus	sus	NOUN
alkej-1107	160	24	.	.	PUNCT
alkej-1107	161	1	the	the	DET
alkej-1107	161	2	mutation	mutation	NOUN
alkej-1107	161	3	probability	probability	NOUN
alkej-1107	161	4	,	,	PUNCT
alkej-1107	161	5	crossover	crossover	ADP
alkej-1107	161	6	portion	portion	NOUN
alkej-1107	161	7	and	and	CCONJ
alkej-1107	161	8	false	false	ADJ
alkej-1107	161	9	alarm	alarm	NOUN
alkej-1107	161	10	rate	rate	NOUN
alkej-1107	161	11	(	(	PUNCT
alkej-1107	161	12	pf	pf	NOUN
alkej-1107	161	13	)	)	PUNCT
alkej-1107	161	14	were	be	AUX
alkej-1107	161	15	set	set	VERB
alkej-1107	161	16	at	at	ADP
alkej-1107	161	17	0.05	0.05	NUM
alkej-1107	161	18	,	,	PUNCT
alkej-1107	161	19	0.75	0.75	NUM
alkej-1107	161	20	and	and	CCONJ
alkej-1107	161	21	0.01	0.01	NUM
alkej-1107	161	22	,	,	PUNCT
alkej-1107	161	23	respectively	respectively	ADV
alkej-1107	161	24	.	.	PUNCT
alkej-1107	162	1	using	use	VERB
alkej-1107	162	2	the	the	DET
alkej-1107	162	3	best	good	ADJ
alkej-1107	162	4	settings	setting	NOUN
alkej-1107	162	5	determined	determine	VERB
alkej-1107	162	6	in	in	ADP
alkej-1107	162	7	the	the	DET
alkej-1107	162	8	preceding	precede	VERB
alkej-1107	162	9	section	section	NOUN
alkej-1107	162	10	,	,	PUNCT
alkej-1107	162	11	the	the	DET
alkej-1107	162	12	simulation	simulation	NOUN
alkej-1107	162	13	will	will	AUX
alkej-1107	162	14	run	run	VERB
alkej-1107	162	15	the	the	DET
alkej-1107	162	16	suggested	suggested	ADJ
alkej-1107	162	17	ga	ga	PROPN
alkej-1107	162	18	approach	approach	NOUN
alkej-1107	162	19	.	.	PUNCT
alkej-1107	163	1	the	the	DET
alkej-1107	163	2	value	value	NOUN
alkej-1107	163	3	of	of	ADP
alkej-1107	163	4	fitness	fitness	NOUN
alkej-1107	163	5	determines	determine	VERB
alkej-1107	163	6	its	its	PRON
alkej-1107	163	7	identification	identification	NOUN
alkej-1107	163	8	likelihood	likelihood	NOUN
alkej-1107	163	9	,	,	PUNCT
alkej-1107	163	10	as	as	SCONJ
alkej-1107	163	11	shown	show	VERB
alkej-1107	163	12	in	in	ADP
alkej-1107	163	13	fig	fig	NOUN
alkej-1107	163	14	.	.	PUNCT
alkej-1107	164	1	7	7	X
alkej-1107	164	2	.	.	X
alkej-1107	164	3	it	it	PRON
alkej-1107	164	4	is	be	AUX
alkej-1107	164	5	observed	observe	VERB
alkej-1107	164	6	how	how	SCONJ
alkej-1107	164	7	the	the	DET
alkej-1107	164	8	ga	ga	PROPN
alkej-1107	164	9	option	option	NOUN
alkej-1107	164	10	meets	meet	VERB
alkej-1107	164	11	the	the	DET
alkej-1107	164	12	greatest	great	ADJ
alkej-1107	164	13	achievable	achievable	ADJ
alkej-1107	164	14	answer	answer	NOUN
alkej-1107	164	15	,	,	PUNCT
alkej-1107	164	16	which	which	PRON
alkej-1107	164	17	is	be	AUX
alkej-1107	164	18	100	100	NUM
alkej-1107	164	19	%	%	NOUN
alkej-1107	164	20	.	.	PUNCT
alkej-1107	165	1	the	the	DET
alkej-1107	165	2	subsequent	subsequent	ADJ
alkej-1107	165	3	settings	setting	NOUN
alkej-1107	165	4	were	be	AUX
alkej-1107	165	5	employed	employ	VERB
alkej-1107	165	6	by	by	ADP
alkej-1107	165	7	bga	bga	PROPN
alkej-1107	165	8	as	as	SCONJ
alkej-1107	165	9	follows	follow	VERB
alkej-1107	165	10	:	:	PUNCT
alkej-1107	165	11	250	250	NUM
alkej-1107	165	12	generations	generation	NOUN
alkej-1107	165	13	to	to	PART
alkej-1107	165	14	come	come	VERB
alkej-1107	165	15	,	,	PUNCT
alkej-1107	165	16	35	35	NUM
alkej-1107	165	17	population	population	NOUN
alkej-1107	165	18	length	length	NOUN
alkej-1107	165	19	as	as	ADP
alkej-1107	165	20	minor	minor	ADJ
alkej-1107	165	21	with	with	ADP
alkej-1107	165	22	24	24	NUM
alkej-1107	165	23	sus	sus	PROPN
alkej-1107	165	24	,	,	PUNCT
alkej-1107	165	25	0.05	0.05	NUM
alkej-1107	165	26	chance	chance	NOUN
alkej-1107	165	27	of	of	ADP
alkej-1107	165	28	mutation	mutation	NOUN
alkej-1107	165	29	,	,	PUNCT
alkej-1107	165	30	0.75	0.75	NUM
alkej-1107	165	31	population	population	NOUN
alkej-1107	165	32	for	for	ADP
alkej-1107	165	33	gestation	gestation	NOUN
alkej-1107	165	34	and	and	CCONJ
alkej-1107	165	35	0.01	0.01	NUM
alkej-1107	165	36	for	for	ADP
alkej-1107	165	37	pf	pf	PROPN
alkej-1107	165	38	.	.	PROPN
alkej-1107	165	39	fig	fig	PROPN
alkej-1107	165	40	.	.	PUNCT
alkej-1107	166	1	7	7	X
alkej-1107	166	2	.	.	X
alkej-1107	166	3	sample	sample	NOUN
alkej-1107	166	4	of	of	ADP
alkej-1107	166	5	obtained	obtain	VERB
alkej-1107	166	6	results	result	NOUN
alkej-1107	166	7	in	in	ADP
alkej-1107	166	8	fig	fig	NOUN
alkej-1107	166	9	.	.	PUNCT
alkej-1107	167	1	7	7	NUM
alkej-1107	167	2	,	,	PUNCT
alkej-1107	167	3	data	datum	NOUN
alkej-1107	167	4	1	1	NUM
alkej-1107	167	5	represents	represent	VERB
alkej-1107	167	6	the	the	DET
alkej-1107	167	7	results	result	NOUN
alkej-1107	167	8	of	of	ADP
alkej-1107	167	9	the	the	DET
alkej-1107	167	10	proposed	propose	VERB
alkej-1107	167	11	method	method	NOUN
alkej-1107	167	12	,	,	PUNCT
alkej-1107	167	13	while	while	SCONJ
alkej-1107	167	14	data	datum	NOUN
alkej-1107	167	15	2	2	NUM
alkej-1107	167	16	is	be	AUX
alkej-1107	167	17	the	the	DET
alkej-1107	167	18	mean	mean	PROPN
alkej-1107	167	19	fitness	fitness	NOUN
alkej-1107	167	20	binary	binary	NOUN
alkej-1107	167	21	.	.	PUNCT
alkej-1107	168	1	the	the	DET
alkej-1107	168	2	effect	effect	NOUN
alkej-1107	168	3	of	of	ADP
alkej-1107	168	4	mutation	mutation	NOUN
alkej-1107	168	5	rate	rate	NOUN
alkej-1107	168	6	on	on	ADP
alkej-1107	168	7	overall	overall	ADJ
alkej-1107	168	8	performance	performance	NOUN
alkej-1107	168	9	is	be	AUX
alkej-1107	168	10	clearly	clearly	ADV
alkej-1107	168	11	noticed	notice	VERB
alkej-1107	168	12	in	in	ADP
alkej-1107	168	13	fig	fig	NOUN
alkej-1107	168	14	.	.	PUNCT
alkej-1107	169	1	8	8	NUM
alkej-1107	169	2	,	,	PUNCT
alkej-1107	169	3	which	which	PRON
alkej-1107	169	4	shows	show	VERB
alkej-1107	169	5	direct	direct	ADJ
alkej-1107	169	6	proportionality	proportionality	NOUN
alkej-1107	169	7	between	between	ADP
alkej-1107	169	8	the	the	DET
alkej-1107	169	9	detection	detection	NOUN
alkej-1107	169	10	rate	rate	NOUN
alkej-1107	169	11	and	and	CCONJ
alkej-1107	169	12	the	the	DET
alkej-1107	169	13	mutation	mutation	NOUN
alkej-1107	169	14	rate	rate	NOUN
alkej-1107	169	15	.	.	PUNCT
alkej-1107	170	1	similarly	similarly	ADV
alkej-1107	170	2	,	,	PUNCT
alkej-1107	170	3	direct	direct	ADJ
alkej-1107	170	4	proportionality	proportionality	NOUN
alkej-1107	170	5	between	between	ADP
alkej-1107	170	6	the	the	DET
alkej-1107	170	7	generation	generation	NOUN
alkej-1107	170	8	number	number	NOUN
alkej-1107	170	9	and	and	CCONJ
alkej-1107	170	10	the	the	DET
alkej-1107	170	11	fitness	fitness	NOUN
alkej-1107	170	12	function	function	NOUN
alkej-1107	170	13	is	be	AUX
alkej-1107	170	14	shown	show	VERB
alkej-1107	170	15	in	in	ADP
alkej-1107	170	16	fig	fig	NOUN
alkej-1107	170	17	.	.	PUNCT
alkej-1107	171	1	9	9	X
alkej-1107	171	2	.	.	X
alkej-1107	171	3	fig	fig	NOUN
alkej-1107	171	4	.	.	PUNCT
alkej-1107	172	1	8	8	X
alkej-1107	172	2	.	.	X
alkej-1107	172	3	direct	direct	ADJ
alkej-1107	172	4	proportionality	proportionality	NOUN
alkej-1107	172	5	between	between	ADP
alkej-1107	172	6	the	the	DET
alkej-1107	172	7	detection	detection	NOUN
alkej-1107	172	8	and	and	CCONJ
alkej-1107	172	9	the	the	DET
alkej-1107	172	10	mutation	mutation	NOUN
alkej-1107	172	11	rate	rate	NOUN
alkej-1107	172	12	fig	fig	NOUN
alkej-1107	172	13	.	.	PUNCT
alkej-1107	173	1	9	9	X
alkej-1107	173	2	.	.	X
alkej-1107	173	3	relation	relation	NOUN
alkej-1107	173	4	between	between	ADP
alkej-1107	173	5	the	the	DET
alkej-1107	173	6	generation	generation	NOUN
alkej-1107	173	7	number	number	NOUN
alkej-1107	173	8	and	and	CCONJ
alkej-1107	173	9	the	the	DET
alkej-1107	173	10	fitness	fitness	NOUN
alkej-1107	173	11	function	function	NOUN
alkej-1107	173	12	.	.	PUNCT
alkej-1107	174	1	0	0	NUM
alkej-1107	174	2	0.1	0.1	NUM
alkej-1107	174	3	0.2	0.2	NUM
alkej-1107	174	4	0.3	0.3	NUM
alkej-1107	174	5	0.4	0.4	NUM
alkej-1107	174	6	0.5	0.5	NUM
alkej-1107	174	7	0.6	0.6	NUM
alkej-1107	174	8	0.7	0.7	NUM
alkej-1107	174	9	0.8	0.8	NUM
alkej-1107	174	10	0.9	0.9	NUM
alkej-1107	174	11	0.8	0.8	NUM
alkej-1107	174	12	0.82	0.82	NUM
alkej-1107	174	13	0.84	0.84	NUM
alkej-1107	174	14	0.86	0.86	NUM
alkej-1107	174	15	0.88	0.88	NUM
alkej-1107	174	16	0.9	0.9	NUM
alkej-1107	174	17	0.92	0.92	NUM
alkej-1107	174	18	0.94	0.94	NUM
alkej-1107	174	19	0.96	0.96	NUM
alkej-1107	174	20	effect	effect	NOUN
alkej-1107	174	21	of	of	ADP
alkej-1107	174	22	mutation	mutation	NOUN
alkej-1107	174	23	rate	rate	NOUN
alkej-1107	174	24	on	on	ADP
alkej-1107	174	25	detection	detection	NOUN
alkej-1107	174	26	rate	rate	NOUN
alkej-1107	174	27	mutation	mutation	NOUN
alkej-1107	174	28	rate	rate	NOUN
alkej-1107	174	29	d	d	X
alkej-1107	174	30	e	e	X
alkej-1107	174	31	te	te	PROPN
alkej-1107	174	32	c	c	NOUN
alkej-1107	174	33	ti	ti	NOUN
alkej-1107	174	34	o	o	NOUN
alkej-1107	174	35	n	n	ADP
alkej-1107	174	36	r	r	NOUN
alkej-1107	174	37	a	a	DET
alkej-1107	174	38	te	te	PROPN
alkej-1107	174	39	50	50	NUM
alkej-1107	174	40	100	100	NUM
alkej-1107	174	41	150	150	NUM
alkej-1107	174	42	200	200	NUM
alkej-1107	174	43	250	250	NUM
alkej-1107	174	44	300	300	NUM
alkej-1107	174	45	350	350	NUM
alkej-1107	174	46	400	400	NUM
alkej-1107	174	47	450	450	NUM
alkej-1107	174	48	500	500	NUM
alkej-1107	174	49	0.8	0.8	NUM
alkej-1107	174	50	0.82	0.82	NUM
alkej-1107	174	51	0.84	0.84	NUM
alkej-1107	174	52	0.86	0.86	NUM
alkej-1107	174	53	0.88	0.88	NUM
alkej-1107	174	54	0.9	0.9	NUM
alkej-1107	174	55	0.92	0.92	NUM
alkej-1107	174	56	0.94	0.94	NUM
alkej-1107	174	57	0.96	0.96	NUM
alkej-1107	174	58	0.98	0.98	NUM
alkej-1107	174	59	1	1	NUM
alkej-1107	174	60	improved	improve	VERB
alkej-1107	174	61	fitness	fitness	NOUN
alkej-1107	174	62	progress	progress	NOUN
alkej-1107	174	63	of	of	ADP
alkej-1107	174	64	ga	ga	PROPN
alkej-1107	174	65	method	method	NOUN
alkej-1107	174	66	number	number	NOUN
alkej-1107	174	67	of	of	ADP
alkej-1107	174	68	generations	generation	NOUN
alkej-1107	174	69	f	f	X
alkej-1107	174	70	it	it	PRON
alkej-1107	174	71	n	n	NUM
alkej-1107	174	72	e	e	NOUN
alkej-1107	174	73	s	s	PROPN
alkej-1107	174	74	s	s	X
alkej-1107	174	75	ahmed	ahmed	PROPN
alkej-1107	174	76	a.	a.	PROPN
alkej-1107	174	77	thabit	thabit	PROPN
alkej-1107	174	78	al	al	PROPN
alkej-1107	174	79	-	-	PUNCT
alkej-1107	174	80	khwarizmi	khwarizmi	PROPN
alkej-1107	174	81	engineering	engineering	NOUN
alkej-1107	174	82	journal	journal	PROPN
alkej-1107	174	83	,	,	PUNCT
alkej-1107	174	84	vol	vol	NOUN
alkej-1107	174	85	.	.	PROPN
alkej-1107	174	86	21	21	NUM
alkej-1107	174	87	,	,	PUNCT
alkej-1107	174	88	no.4	no.4	PROPN
alkej-1107	174	89	,	,	PUNCT
alkej-1107	174	90	pp	pp	X
alkej-1107	174	91	.	.	PUNCT
alkej-1107	174	92	8292	8292	NUM
alkej-1107	174	93	(	(	PUNCT
alkej-1107	174	94	2025	2025	NUM
alkej-1107	174	95	)	)	PUNCT
alkej-1107	174	96	89	89	NUM
alkej-1107	174	97	fig	fig	NOUN
alkej-1107	174	98	.	.	PUNCT
alkej-1107	175	1	10	10	NUM
alkej-1107	175	2	.	.	PUNCT
alkej-1107	176	1	energy	energy	NOUN
alkej-1107	176	2	consumption	consumption	NOUN
alkej-1107	176	3	vs.	vs.	ADP
alkej-1107	176	4	population	population	NOUN
alkej-1107	176	5	the	the	DET
alkej-1107	176	6	relationship	relationship	NOUN
alkej-1107	176	7	between	between	ADP
alkej-1107	176	8	population	population	NOUN
alkej-1107	176	9	size	size	NOUN
alkej-1107	176	10	and	and	CCONJ
alkej-1107	176	11	energy	energy	NOUN
alkej-1107	176	12	consumption	consumption	NOUN
alkej-1107	176	13	in	in	ADP
alkej-1107	176	14	the	the	DET
alkej-1107	176	15	proposed	propose	VERB
alkej-1107	176	16	ga	ga	NOUN
alkej-1107	176	17	framework	framework	NOUN
alkej-1107	176	18	is	be	AUX
alkej-1107	176	19	shown	show	VERB
alkej-1107	176	20	in	in	ADP
alkej-1107	176	21	fig	fig	NOUN
alkej-1107	176	22	.	.	PUNCT
alkej-1107	177	1	10	10	NUM
alkej-1107	177	2	.	.	PUNCT
alkej-1107	178	1	as	as	SCONJ
alkej-1107	178	2	the	the	DET
alkej-1107	178	3	population	population	NOUN
alkej-1107	178	4	size	size	NOUN
alkej-1107	178	5	increases	increase	VERB
alkej-1107	178	6	,	,	PUNCT
alkej-1107	178	7	the	the	DET
alkej-1107	178	8	energy	energy	NOUN
alkej-1107	178	9	consumption	consumption	NOUN
alkej-1107	178	10	exhibits	exhibit	VERB
alkej-1107	178	11	a	a	DET
alkej-1107	178	12	proportional	proportional	ADJ
alkej-1107	178	13	growth	growth	NOUN
alkej-1107	178	14	due	due	ADP
alkej-1107	178	15	to	to	ADP
alkej-1107	178	16	the	the	DET
alkej-1107	178	17	higher	high	ADJ
alkej-1107	178	18	number	number	NOUN
alkej-1107	178	19	of	of	ADP
alkej-1107	178	20	individuals	individual	NOUN
alkej-1107	178	21	being	be	AUX
alkej-1107	178	22	processed	process	VERB
alkej-1107	178	23	in	in	ADP
alkej-1107	178	24	each	each	DET
alkej-1107	178	25	generation	generation	NOUN
alkej-1107	178	26	.	.	PUNCT
alkej-1107	179	1	this	this	DET
alkej-1107	179	2	trend	trend	NOUN
alkej-1107	179	3	is	be	AUX
alkej-1107	179	4	also	also	ADV
alkej-1107	179	5	linked	link	VERB
alkej-1107	179	6	with	with	ADP
alkej-1107	179	7	the	the	DET
alkej-1107	179	8	high	high	ADJ
alkej-1107	179	9	computational	computational	ADJ
alkej-1107	179	10	snowball	snowball	NOUN
alkej-1107	179	11	associated	associate	VERB
alkej-1107	179	12	with	with	ADP
alkej-1107	179	13	larger	large	ADJ
alkej-1107	179	14	populations	population	NOUN
alkej-1107	179	15	.	.	PUNCT
alkej-1107	180	1	thus	thus	ADV
alkej-1107	180	2	,	,	PUNCT
alkej-1107	180	3	there	there	PRON
alkej-1107	180	4	is	be	VERB
alkej-1107	180	5	a	a	DET
alkej-1107	180	6	trade	trade	NOUN
alkej-1107	180	7	-	-	PUNCT
alkej-1107	180	8	off	off	NOUN
alkej-1107	180	9	between	between	ADP
alkej-1107	180	10	improving	improve	VERB
alkej-1107	180	11	detection	detection	NOUN
alkej-1107	180	12	performance	performance	NOUN
alkej-1107	180	13	and	and	CCONJ
alkej-1107	180	14	minimising	minimise	VERB
alkej-1107	180	15	energy	energy	NOUN
alkej-1107	180	16	costs	cost	NOUN
alkej-1107	180	17	when	when	SCONJ
alkej-1107	180	18	implementing	implement	VERB
alkej-1107	180	19	real	real	ADJ
alkej-1107	180	20	-	-	PUNCT
alkej-1107	180	21	time	time	NOUN
alkej-1107	180	22	detection	detection	NOUN
alkej-1107	180	23	.	.	PUNCT
alkej-1107	181	1	5	5	X
alkej-1107	181	2	.	.	X
alkej-1107	181	3	proposal	proposal	NOUN
alkej-1107	181	4	and	and	CCONJ
alkej-1107	181	5	other	other	ADJ
alkej-1107	181	6	methods	method	NOUN
alkej-1107	181	7	:	:	PUNCT
alkej-1107	181	8	comparative	comparative	ADJ
alkej-1107	181	9	analysis	analysis	NOUN
alkej-1107	181	10	to	to	PART
alkej-1107	181	11	test	test	VERB
alkej-1107	181	12	the	the	DET
alkej-1107	181	13	efficiency	efficiency	NOUN
alkej-1107	181	14	of	of	ADP
alkej-1107	181	15	the	the	DET
alkej-1107	181	16	proposed	propose	VERB
alkej-1107	181	17	ga	ga	NOUN
alkej-1107	181	18	-	-	PUNCT
alkej-1107	181	19	based	base	VERB
alkej-1107	181	20	algorithm	algorithm	NOUN
alkej-1107	181	21	,	,	PUNCT
alkej-1107	181	22	several	several	ADJ
alkej-1107	181	23	standard	standard	ADJ
alkej-1107	181	24	spectrum	spectrum	NOUN
alkej-1107	181	25	-	-	PUNCT
alkej-1107	181	26	sensing	sense	VERB
alkej-1107	181	27	techniques	technique	NOUN
alkej-1107	181	28	were	be	AUX
alkej-1107	181	29	considered	consider	VERB
alkej-1107	181	30	for	for	ADP
alkej-1107	181	31	comparison	comparison	NOUN
alkej-1107	181	32	:	:	PUNCT
alkej-1107	181	33	energy	energy	NOUN
alkej-1107	181	34	detection	detection	NOUN
alkej-1107	181	35	(	(	PUNCT
alkej-1107	181	36	ed	ed	NOUN
alkej-1107	181	37	)	)	PUNCT
alkej-1107	181	38	,	,	PUNCT
alkej-1107	181	39	matched	match	VERB
alkej-1107	181	40	filter	filter	NOUN
alkej-1107	181	41	(	(	PUNCT
alkej-1107	181	42	mf	mf	X
alkej-1107	181	43	)	)	PUNCT
alkej-1107	181	44	and	and	CCONJ
alkej-1107	181	45	convolutional	convolutional	ADJ
alkej-1107	181	46	neural	neural	ADJ
alkej-1107	181	47	networks	network	NOUN
alkej-1107	181	48	(	(	PUNCT
alkej-1107	181	49	cnns	cnns	PROPN
alkej-1107	181	50	)	)	PUNCT
alkej-1107	181	51	.	.	PUNCT
alkej-1107	182	1	the	the	DET
alkej-1107	182	2	evaluation	evaluation	NOUN
alkej-1107	182	3	was	be	AUX
alkej-1107	182	4	done	do	VERB
alkej-1107	182	5	under	under	ADP
alkej-1107	182	6	common	common	ADJ
alkej-1107	182	7	simulation	simulation	NOUN
alkej-1107	182	8	parameters	parameter	NOUN
alkej-1107	182	9	of	of	ADP
alkej-1107	182	10	8	8	NUM
alkej-1107	182	11	mhz	mhz	ADJ
alkej-1107	182	12	bandwidth	bandwidth	NOUN
alkej-1107	182	13	,	,	PUNCT
alkej-1107	182	14	10	10	NUM
alkej-1107	182	15	ms	ms	ADJ
alkej-1107	182	16	sensing	sensing	ADJ
alkej-1107	182	17	time	time	NOUN
alkej-1107	182	18	duration	duration	NOUN
alkej-1107	182	19	and	and	CCONJ
alkej-1107	182	20	10	10	NUM
alkej-1107	182	21	dbm	dbm	PROPN
alkej-1107	182	22	primary	primary	ADJ
alkej-1107	182	23	transmission	transmission	NOUN
alkej-1107	182	24	power	power	NOUN
alkej-1107	182	25	.	.	PUNCT
alkej-1107	183	1	the	the	DET
alkej-1107	183	2	system	system	NOUN
alkej-1107	183	3	was	be	AUX
alkej-1107	183	4	assumed	assume	VERB
alkej-1107	183	5	to	to	PART
alkej-1107	183	6	be	be	AUX
alkej-1107	183	7	under	under	ADP
alkej-1107	183	8	a	a	DET
alkej-1107	183	9	very	very	ADV
alkej-1107	183	10	harsh	harsh	ADJ
alkej-1107	183	11	noise	noise	NOUN
alkej-1107	183	12	environment	environment	NOUN
alkej-1107	183	13	of	of	ADP
alkej-1107	183	14	snr	snr	PROPN
alkej-1107	183	15	ratios	ratio	NOUN
alkej-1107	183	16	below	below	ADP
alkej-1107	183	17	−15	−15	NOUN
alkej-1107	183	18	db	db	PROPN
alkej-1107	183	19	.	.	PROPN
alkej-1107	183	20	5.1	5.1	NUM
alkej-1107	183	21	.	.	PUNCT
alkej-1107	184	1	detection	detection	NOUN
alkej-1107	184	2	rate	rate	NOUN
alkej-1107	184	3	vs.	vs.	ADP
alkej-1107	184	4	false	false	ADJ
alkej-1107	184	5	alarm	alarm	NOUN
alkej-1107	184	6	rate	rate	NOUN
alkej-1107	184	7	as	as	SCONJ
alkej-1107	184	8	shown	show	VERB
alkej-1107	184	9	in	in	ADP
alkej-1107	184	10	fig	fig	NOUN
alkej-1107	184	11	.	.	PUNCT
alkej-1107	185	1	11	11	NUM
alkej-1107	185	2	,	,	PUNCT
alkej-1107	185	3	the	the	DET
alkej-1107	185	4	proposed	propose	VERB
alkej-1107	185	5	ga	ga	PROPN
alkej-1107	185	6	approach	approach	NOUN
alkej-1107	185	7	achieved	achieve	VERB
alkej-1107	185	8	a	a	DET
alkej-1107	185	9	pd	pd	NOUN
alkej-1107	185	10	of	of	ADP
alkej-1107	185	11	90	90	NUM
alkej-1107	185	12	%	%	NOUN
alkej-1107	185	13	with	with	ADP
alkej-1107	185	14	a	a	DET
alkej-1107	185	15	pf	pf	NOUN
alkej-1107	185	16	of	of	ADP
alkej-1107	185	17	0.04	0.04	NUM
alkej-1107	185	18	,	,	PUNCT
alkej-1107	185	19	outperforming	outperforming	NOUN
alkej-1107	185	20	cnns	cnns	PROPN
alkej-1107	185	21	(	(	PUNCT
alkej-1107	185	22	83	83	NUM
alkej-1107	185	23	%	%	NOUN
alkej-1107	185	24	)	)	PUNCT
alkej-1107	185	25	,	,	PUNCT
alkej-1107	185	26	mf	mf	X
alkej-1107	185	27	(	(	PUNCT
alkej-1107	185	28	70	70	NUM
alkej-1107	185	29	%	%	NOUN
alkej-1107	185	30	)	)	PUNCT
alkej-1107	186	1	and	and	CCONJ
alkej-1107	186	2	ed	ed	NOUN
alkej-1107	186	3	(	(	PUNCT
alkej-1107	186	4	58	58	NUM
alkej-1107	186	5	%	%	NOUN
alkej-1107	186	6	)	)	PUNCT
alkej-1107	186	7	.	.	PUNCT
alkej-1107	187	1	this	this	DET
alkej-1107	187	2	outstanding	outstanding	ADJ
alkej-1107	187	3	performance	performance	NOUN
alkej-1107	187	4	underscores	underscore	VERB
alkej-1107	187	5	ga	ga	PROPN
alkej-1107	187	6	’s	’s	PART
alkej-1107	187	7	strength	strength	NOUN
alkej-1107	187	8	in	in	ADP
alkej-1107	187	9	optimisation	optimisation	NOUN
alkej-1107	187	10	and	and	CCONJ
alkej-1107	187	11	adaptability	adaptability	NOUN
alkej-1107	187	12	in	in	ADP
alkej-1107	187	13	the	the	DET
alkej-1107	187	14	sensing	sense	VERB
alkej-1107	187	15	process	process	NOUN
alkej-1107	187	16	.	.	PUNCT
alkej-1107	188	1	fig	fig	NOUN
alkej-1107	188	2	.	.	PUNCT
alkej-1107	189	1	11	11	NUM
alkej-1107	189	2	.	.	PUNCT
alkej-1107	190	1	comparative	comparative	ADJ
alkej-1107	190	2	analysis	analysis	NOUN
alkej-1107	190	3	of	of	ADP
alkej-1107	190	4	the	the	DET
alkej-1107	190	5	suggested	suggest	VERB
alkej-1107	190	6	and	and	CCONJ
alkej-1107	190	7	traditional	traditional	ADJ
alkej-1107	190	8	methodologies	methodology	NOUN
alkej-1107	190	9	5.2	5.2	NUM
alkej-1107	190	10	.	.	PUNCT
alkej-1107	191	1	roc	roc	NOUN
alkej-1107	191	2	performance	performance	NOUN
alkej-1107	191	3	comparison	comparison	NOUN
alkej-1107	191	4	the	the	DET
alkej-1107	191	5	automated	automate	VERB
alkej-1107	191	6	technique	technique	NOUN
alkej-1107	191	7	provides	provide	VERB
alkej-1107	191	8	better	well	ADJ
alkej-1107	191	9	detection	detection	NOUN
alkej-1107	191	10	probability	probability	NOUN
alkej-1107	191	11	over	over	ADP
alkej-1107	191	12	a	a	DET
alkej-1107	191	13	wide	wide	ADJ
alkej-1107	191	14	range	range	NOUN
alkej-1107	191	15	of	of	ADP
alkej-1107	191	16	false	false	ADJ
alkej-1107	191	17	alarm	alarm	NOUN
alkej-1107	191	18	rates	rate	NOUN
alkej-1107	191	19	,	,	PUNCT
alkej-1107	191	20	as	as	SCONJ
alkej-1107	191	21	seen	see	VERB
alkej-1107	191	22	from	from	ADP
alkej-1107	191	23	the	the	DET
alkej-1107	191	24	roc	roc	PROPN
alkej-1107	191	25	curves	curve	NOUN
alkej-1107	191	26	in	in	ADP
alkej-1107	191	27	fig	fig	NOUN
alkej-1107	191	28	.	.	PUNCT
alkej-1107	192	1	12	12	NUM
alkej-1107	192	2	.	.	PUNCT
alkej-1107	193	1	this	this	PRON
alkej-1107	193	2	is	be	AUX
alkej-1107	193	3	further	further	ADJ
alkej-1107	193	4	evidence	evidence	NOUN
alkej-1107	193	5	of	of	ADP
alkej-1107	193	6	the	the	DET
alkej-1107	193	7	reliability	reliability	NOUN
alkej-1107	193	8	and	and	CCONJ
alkej-1107	193	9	robustness	robustness	NOUN
alkej-1107	193	10	of	of	ADP
alkej-1107	193	11	the	the	DET
alkej-1107	193	12	proposed	propose	VERB
alkej-1107	193	13	model	model	NOUN
alkej-1107	193	14	under	under	ADP
alkej-1107	193	15	varying	vary	VERB
alkej-1107	193	16	operational	operational	ADJ
alkej-1107	193	17	conditions	condition	NOUN
alkej-1107	193	18	.	.	PUNCT
alkej-1107	194	1	for	for	ADP
alkej-1107	194	2	the	the	DET
alkej-1107	194	3	comparison	comparison	NOUN
alkej-1107	194	4	,	,	PUNCT
alkej-1107	194	5	we	we	PRON
alkej-1107	194	6	used	use	VERB
alkej-1107	194	7	standard	standard	ADJ
alkej-1107	194	8	deflection	deflection	NOUN
alkej-1107	194	9	factor	factor	NOUN
alkej-1107	194	10	(	(	PUNCT
alkej-1107	194	11	sdf	sdf	NOUN
alkej-1107	194	12	)	)	PUNCT
alkej-1107	194	13	,	,	PUNCT
alkej-1107	194	14	normal	normal	ADJ
alkej-1107	194	15	deflection	deflection	NOUN
alkej-1107	194	16	coefficient	coefficient	NOUN
alkej-1107	194	17	(	(	PUNCT
alkej-1107	194	18	ndc	ndc	NOUN
alkej-1107	194	19	)	)	PUNCT
alkej-1107	194	20	,	,	PUNCT
alkej-1107	194	21	modified	modify	VERB
alkej-1107	194	22	deflection	deflection	NOUN
alkej-1107	194	23	coefficient	coefficient	NOUN
alkej-1107	194	24	criterion	criterion	NOUN
alkej-1107	194	25	(	(	PUNCT
alkej-1107	194	26	mdc	mdc	NOUN
alkej-1107	194	27	)	)	PUNCT
alkej-1107	194	28	,	,	PUNCT
alkej-1107	194	29	maximal	maximal	ADJ
alkej-1107	194	30	ratio	ratio	NOUN
alkej-1107	194	31	combining	combine	VERB
alkej-1107	194	32	technique	technique	NOUN
alkej-1107	194	33	(	(	PUNCT
alkej-1107	194	34	mrc0	mrc0	NOUN
alkej-1107	194	35	and	and	CCONJ
alkej-1107	194	36	equal	equal	ADJ
alkej-1107	194	37	gain	gain	NOUN
alkej-1107	194	38	combining	combine	VERB
alkej-1107	194	39	technique	technique	NOUN
alkej-1107	194	40	(	(	PUNCT
alkej-1107	194	41	egc	egc	PROPN
alkej-1107	194	42	)	)	PUNCT
alkej-1107	194	43	.	.	PUNCT
alkej-1107	195	1	fig	fig	NOUN
alkej-1107	195	2	.	.	PUNCT
alkej-1107	196	1	12	12	NUM
alkej-1107	196	2	.	.	PUNCT
alkej-1107	197	1	comparative	comparative	ADJ
alkej-1107	197	2	analysis	analysis	NOUN
alkej-1107	197	3	of	of	ADP
alkej-1107	197	4	the	the	DET
alkej-1107	197	5	proposal	proposal	NOUN
alkej-1107	197	6	against	against	ADP
alkej-1107	197	7	alternative	alternative	ADJ
alkej-1107	197	8	methods	method	NOUN
alkej-1107	197	9	5.3	5.3	NUM
alkej-1107	197	10	.	.	PUNCT
alkej-1107	198	1	bit	bit	NOUN
alkej-1107	198	2	error	error	NOUN
alkej-1107	198	3	rate	rate	NOUN
alkej-1107	198	4	analysis	analysis	NOUN
alkej-1107	198	5	as	as	SCONJ
alkej-1107	198	6	shown	show	VERB
alkej-1107	198	7	in	in	ADP
alkej-1107	198	8	fig	fig	NOUN
alkej-1107	198	9	.	.	PUNCT
alkej-1107	199	1	13	13	NUM
alkej-1107	199	2	,	,	PUNCT
alkej-1107	199	3	the	the	DET
alkej-1107	199	4	ber	ber	NOUN
alkej-1107	199	5	of	of	ADP
alkej-1107	199	6	the	the	DET
alkej-1107	199	7	ga	ga	PROPN
alkej-1107	199	8	model	model	NOUN
alkej-1107	199	9	was	be	AUX
alkej-1107	199	10	markedly	markedly	ADV
alkej-1107	199	11	least	least	ADJ
alkej-1107	199	12	(	(	PUNCT
alkej-1107	199	13	10⁻⁵	10⁻⁵	NUM
alkej-1107	199	14	)	)	PUNCT
alkej-1107	199	15	.	.	PUNCT
alkej-1107	200	1	this	this	DET
alkej-1107	200	2	result	result	NOUN
alkej-1107	200	3	further	far	ADV
alkej-1107	200	4	validates	validate	VERB
alkej-1107	200	5	the	the	DET
alkej-1107	200	6	method	method	NOUN
alkej-1107	200	7	’s	’s	PART
alkej-1107	200	8	resilience	resilience	NOUN
alkej-1107	200	9	to	to	PART
alkej-1107	200	10	noise	noise	VERB
alkej-1107	200	11	and	and	CCONJ
alkej-1107	200	12	channel	channel	NOUN
alkej-1107	200	13	degradation	degradation	NOUN
alkej-1107	200	14	,	,	PUNCT
alkej-1107	200	15	particularly	particularly	ADV
alkej-1107	200	16	in	in	ADP
alkej-1107	200	17	low	low	ADJ
alkej-1107	200	18	-	-	PUNCT
alkej-1107	200	19	snr	snr	NOUN
alkej-1107	200	20	conditions	condition	NOUN
alkej-1107	200	21	.	.	PUNCT
alkej-1107	201	1	5	5	NUM
alkej-1107	201	2	10	10	NUM
alkej-1107	201	3	15	15	NUM
alkej-1107	201	4	20	20	NUM
alkej-1107	201	5	25	25	NUM
alkej-1107	201	6	30	30	NUM
alkej-1107	201	7	1	1	NUM
alkej-1107	201	8	1.5	1.5	NUM
alkej-1107	201	9	2	2	NUM
alkej-1107	201	10	2.5	2.5	NUM
alkej-1107	201	11	3	3	NUM
alkej-1107	201	12	3.5	3.5	NUM
alkej-1107	201	13	4	4	NUM
alkej-1107	201	14	4.5	4.5	NUM
alkej-1107	201	15	population	population	NOUN
alkej-1107	201	16	size	size	NOUN
alkej-1107	201	17	e	e	PROPN
alkej-1107	201	18	n	n	NOUN
alkej-1107	201	19	e	e	X
alkej-1107	201	20	rg	rg	X
alkej-1107	201	21	y	y	PROPN
alkej-1107	201	22	c	c	NOUN
alkej-1107	201	23	o	o	PROPN
alkej-1107	201	24	n	n	CCONJ
alkej-1107	201	25	s	s	X
alkej-1107	201	26	u	u	NOUN
alkej-1107	201	27	m	m	NOUN
alkej-1107	201	28	p	p	NOUN
alkej-1107	201	29	ti	ti	NOUN
alkej-1107	201	30	o	o	NOUN
alkej-1107	201	31	n	n	PROPN
alkej-1107	201	32	(	(	PUNCT
alkej-1107	201	33	a	a	DET
alkej-1107	201	34	rb	rb	NOUN
alkej-1107	201	35	it	it	PRON
alkej-1107	201	36	ra	ra	INTJ
alkej-1107	201	37	ry	ry	INTJ
alkej-1107	201	38	u	u	PROPN
alkej-1107	201	39	n	n	CCONJ
alkej-1107	201	40	it	it	PRON
alkej-1107	201	41	s	s	VERB
alkej-1107	201	42	)	)	PUNCT
alkej-1107	201	43	0	0	NUM
alkej-1107	202	1	0.01	0.01	NUM
alkej-1107	202	2	0.04	0.04	NUM
alkej-1107	202	3	0.07	0.07	NUM
alkej-1107	202	4	0.1	0.1	NUM
alkej-1107	202	5	0.14	0.14	NUM
alkej-1107	202	6	0.16	0.16	NUM
alkej-1107	202	7	0.2	0.2	NUM
alkej-1107	202	8	0.4	0.4	NUM
alkej-1107	202	9	0.8	0.8	NUM
alkej-1107	202	10	1	1	NUM
alkej-1107	202	11	0	0	NUM
alkej-1107	202	12	0.1	0.1	NUM
alkej-1107	202	13	0.2	0.2	NUM
alkej-1107	202	14	0.3	0.3	NUM
alkej-1107	202	15	0.4	0.4	NUM
alkej-1107	202	16	0.5	0.5	NUM
alkej-1107	202	17	0.6	0.6	NUM
alkej-1107	202	18	0.7	0.7	NUM
alkej-1107	202	19	0.8	0.8	NUM
alkej-1107	202	20	0.9	0.9	NUM
alkej-1107	202	21	1	1	NUM
alkej-1107	202	22	false	false	ADJ
alkej-1107	202	23	alert	alert	NOUN
alkej-1107	202	24	d	d	NOUN
alkej-1107	202	25	e	e	X
alkej-1107	202	26	te	te	PROPN
alkej-1107	202	27	c	c	NOUN
alkej-1107	202	28	ti	ti	NOUN
alkej-1107	202	29	o	o	NOUN
alkej-1107	202	30	n	n	ADP
alkej-1107	202	31	r	r	NOUN
alkej-1107	202	32	a	a	PRON
alkej-1107	202	33	te	te	INTJ
alkej-1107	202	34	ed	ed	NOUN
alkej-1107	202	35	matched	match	VERB
alkej-1107	202	36	filter	filter	NOUN
alkej-1107	202	37	cnn	cnn	PROPN
alkej-1107	202	38	proposed	propose	VERB
alkej-1107	202	39	method	method	NOUN
alkej-1107	202	40	0	0	NUM
alkej-1107	202	41	0.05	0.05	NUM
alkej-1107	202	42	0.1	0.1	NUM
alkej-1107	202	43	0.15	0.15	NUM
alkej-1107	202	44	0.2	0.2	NUM
alkej-1107	202	45	0.25	0.25	NUM
alkej-1107	202	46	0.3	0.3	NUM
alkej-1107	202	47	0.35	0.35	NUM
alkej-1107	202	48	0.4	0.4	NUM
alkej-1107	202	49	0.45	0.45	NUM
alkej-1107	202	50	0.5	0.5	NUM
alkej-1107	202	51	0	0	NUM
alkej-1107	202	52	0.1	0.1	NUM
alkej-1107	202	53	0.2	0.2	NUM
alkej-1107	202	54	0.3	0.3	NUM
alkej-1107	202	55	0.4	0.4	NUM
alkej-1107	202	56	0.5	0.5	NUM
alkej-1107	202	57	0.6	0.6	NUM
alkej-1107	202	58	0.7	0.7	NUM
alkej-1107	202	59	0.8	0.8	NUM
alkej-1107	202	60	0.9	0.9	NUM
alkej-1107	202	61	1	1	NUM
alkej-1107	202	62	probability	probability	NOUN
alkej-1107	202	63	of	of	ADP
alkej-1107	202	64	false	false	ADJ
alkej-1107	202	65	alarm	alarm	NOUN
alkej-1107	202	66	(	(	PUNCT
alkej-1107	202	67	pf	pf	NOUN
alkej-1107	202	68	)	)	PUNCT
alkej-1107	202	69	p	p	NOUN
alkej-1107	203	1	ro	ro	PROPN
alkej-1107	203	2	b	b	PROPN
alkej-1107	203	3	a	a	DET
alkej-1107	203	4	b	b	X
alkej-1107	203	5	ili	ili	NOUN
alkej-1107	204	1	ty	ty	INTJ
alkej-1107	205	1	o	o	NOUN
alkej-1107	205	2	f	f	X
alkej-1107	205	3	d	d	X
alkej-1107	205	4	e	e	X
alkej-1107	205	5	te	te	PROPN
alkej-1107	205	6	c	c	NOUN
alkej-1107	205	7	ti	ti	NOUN
alkej-1107	205	8	o	o	NOUN
alkej-1107	205	9	n	n	PROPN
alkej-1107	205	10	(	(	PUNCT
alkej-1107	205	11	p	p	PROPN
alkej-1107	205	12	d	d	PROPN
alkej-1107	205	13	)	)	PUNCT
alkej-1107	205	14	enhanced	enhance	VERB
alkej-1107	205	15	roc	roc	PROPN
alkej-1107	205	16	performance	performance	NOUN
alkej-1107	205	17	comparison	comparison	NOUN
alkej-1107	205	18	of	of	ADP
alkej-1107	205	19	detection	detection	NOUN
alkej-1107	205	20	methods	method	NOUN
alkej-1107	205	21	proposed	propose	VERB
alkej-1107	205	22	ga	ga	PROPN
alkej-1107	205	23	ndc	ndc	PROPN
alkej-1107	205	24	mdc	mdc	PROPN
alkej-1107	205	25	mrc	mrc	PROPN
alkej-1107	205	26	egc	egc	PROPN
alkej-1107	205	27	hdf(or	hdf(or	ADJ
alkej-1107	205	28	-	-	PUNCT
alkej-1107	205	29	rule	rule	NOUN
alkej-1107	205	30	)	)	PUNCT
alkej-1107	205	31	ahmed	ahmed	PROPN
alkej-1107	205	32	a.	a.	PROPN
alkej-1107	205	33	thabit	thabit	PROPN
alkej-1107	205	34	al	al	PROPN
alkej-1107	205	35	-	-	PUNCT
alkej-1107	205	36	khwarizmi	khwarizmi	PROPN
alkej-1107	205	37	engineering	engineering	NOUN
alkej-1107	205	38	journal	journal	PROPN
alkej-1107	205	39	,	,	PUNCT
alkej-1107	205	40	vol	vol	NOUN
alkej-1107	205	41	.	.	PROPN
alkej-1107	205	42	21	21	NUM
alkej-1107	205	43	,	,	PUNCT
alkej-1107	205	44	no.4	no.4	PROPN
alkej-1107	205	45	,	,	PUNCT
alkej-1107	205	46	pp	pp	X
alkej-1107	205	47	.	.	PUNCT
alkej-1107	206	1	8292	8292	NUM
alkej-1107	206	2	(	(	PUNCT
alkej-1107	206	3	2025	2025	NUM
alkej-1107	206	4	)	)	PUNCT
alkej-1107	206	5	90	90	NUM
alkej-1107	206	6	fig	fig	NOUN
alkej-1107	206	7	.	.	PUNCT
alkej-1107	207	1	13	13	NUM
alkej-1107	207	2	.	.	X
alkej-1107	208	1	ber	ber	NOUN
alkej-1107	208	2	of	of	ADP
alkej-1107	208	3	the	the	DET
alkej-1107	208	4	proposed	propose	VERB
alkej-1107	208	5	system	system	NOUN
alkej-1107	208	6	the	the	DET
alkej-1107	208	7	proposed	propose	VERB
alkej-1107	208	8	autonomy	autonomy	NOUN
alkej-1107	208	9	sensing	sense	VERB
alkej-1107	208	10	method	method	NOUN
alkej-1107	208	11	achieved	achieve	VERB
alkej-1107	208	12	equally	equally	ADV
alkej-1107	208	13	or	or	CCONJ
alkej-1107	208	14	more	more	ADV
alkej-1107	208	15	competitive	competitive	ADJ
alkej-1107	208	16	results	result	NOUN
alkej-1107	208	17	than	than	ADP
alkej-1107	208	18	relative	relative	ADJ
alkej-1107	208	19	traditional	traditional	ADJ
alkej-1107	208	20	techniques	technique	NOUN
alkej-1107	208	21	,	,	PUNCT
alkej-1107	208	22	rendering	render	VERB
alkej-1107	208	23	it	it	PRON
alkej-1107	208	24	quite	quite	ADV
alkej-1107	208	25	versatile	versatile	ADJ
alkej-1107	208	26	and	and	CCONJ
alkej-1107	208	27	adaptable	adaptable	ADJ
alkej-1107	208	28	to	to	ADP
alkej-1107	208	29	next	next	ADJ
alkej-1107	208	30	-	-	PUNCT
alkej-1107	208	31	generation	generation	NOUN
alkej-1107	208	32	crns	crn	NOUN
alkej-1107	208	33	.	.	PUNCT
alkej-1107	209	1	6	6	X
alkej-1107	209	2	.	.	X
alkej-1107	209	3	conclusion	conclusion	VERB
alkej-1107	209	4	a	a	DET
alkej-1107	209	5	methodology	methodology	NOUN
alkej-1107	209	6	for	for	ADP
alkej-1107	209	7	spectrum	spectrum	NOUN
alkej-1107	209	8	sensing	sense	VERB
alkej-1107	209	9	and	and	CCONJ
alkej-1107	209	10	resource	resource	NOUN
alkej-1107	209	11	allocation	allocation	NOUN
alkej-1107	209	12	in	in	ADP
alkej-1107	209	13	crns	crn	NOUN
alkej-1107	209	14	through	through	ADP
alkej-1107	209	15	biological	biological	ADJ
alkej-1107	209	16	algorithms	algorithm	NOUN
alkej-1107	209	17	has	have	AUX
alkej-1107	209	18	been	be	AUX
alkej-1107	209	19	proposed	propose	VERB
alkej-1107	209	20	in	in	ADP
alkej-1107	209	21	this	this	DET
alkej-1107	209	22	paper	paper	NOUN
alkej-1107	209	23	in	in	ADP
alkej-1107	209	24	detail	detail	NOUN
alkej-1107	209	25	.	.	PUNCT
alkej-1107	210	1	bga	bga	NOUN
alkej-1107	210	2	performance	performance	NOUN
alkej-1107	210	3	was	be	AUX
alkej-1107	210	4	evaluated	evaluate	VERB
alkej-1107	210	5	for	for	ADP
alkej-1107	210	6	different	different	ADJ
alkej-1107	210	7	settings	setting	NOUN
alkej-1107	210	8	and	and	CCONJ
alkej-1107	210	9	compared	compare	VERB
alkej-1107	210	10	with	with	ADP
alkej-1107	210	11	other	other	ADJ
alkej-1107	210	12	conventional	conventional	ADJ
alkej-1107	210	13	spectrum	spectrum	NOUN
alkej-1107	210	14	-	-	PUNCT
alkej-1107	210	15	sensing	sense	VERB
alkej-1107	210	16	approaches	approach	NOUN
alkej-1107	210	17	,	,	PUNCT
alkej-1107	210	18	such	such	ADJ
alkej-1107	210	19	as	as	ADP
alkej-1107	210	20	ed	ed	NOUN
alkej-1107	210	21	,	,	PUNCT
alkej-1107	210	22	mf	mf	NOUN
alkej-1107	210	23	and	and	CCONJ
alkej-1107	210	24	cnns	cnn	NOUN
alkej-1107	210	25	.	.	PUNCT
alkej-1107	211	1	the	the	DET
alkej-1107	211	2	results	result	NOUN
alkej-1107	211	3	of	of	ADP
alkej-1107	211	4	the	the	DET
alkej-1107	211	5	simulations	simulation	NOUN
alkej-1107	211	6	demonstrated	demonstrate	VERB
alkej-1107	211	7	the	the	DET
alkej-1107	211	8	advantage	advantage	NOUN
alkej-1107	211	9	of	of	ADP
alkej-1107	211	10	the	the	DET
alkej-1107	211	11	ga	ga	NOUN
alkej-1107	211	12	-	-	PUNCT
alkej-1107	211	13	based	base	VERB
alkej-1107	211	14	system	system	NOUN
alkej-1107	211	15	in	in	ADP
alkej-1107	211	16	terms	term	NOUN
alkej-1107	211	17	of	of	ADP
alkej-1107	211	18	detection	detection	NOUN
alkej-1107	211	19	accuracy	accuracy	NOUN
alkej-1107	211	20	with	with	ADP
alkej-1107	211	21	minimised	minimised	ADJ
alkej-1107	211	22	false	false	ADJ
alkej-1107	211	23	alarm	alarm	NOUN
alkej-1107	211	24	rates	rate	NOUN
alkej-1107	211	25	along	along	ADP
alkej-1107	211	26	with	with	ADP
alkej-1107	211	27	low	low	ADJ
alkej-1107	211	28	noise	noise	NOUN
alkej-1107	211	29	and	and	CCONJ
alkej-1107	211	30	channel	channel	NOUN
alkej-1107	211	31	variations	variation	NOUN
alkej-1107	211	32	.	.	PUNCT
alkej-1107	212	1	in	in	ADP
alkej-1107	212	2	this	this	DET
alkej-1107	212	3	research	research	NOUN
alkej-1107	212	4	,	,	PUNCT
alkej-1107	212	5	we	we	PRON
alkej-1107	212	6	also	also	ADV
alkej-1107	212	7	developed	develop	VERB
alkej-1107	212	8	a	a	DET
alkej-1107	212	9	cooperative	cooperative	ADJ
alkej-1107	212	10	sensing	sense	VERB
alkej-1107	212	11	model	model	NOUN
alkej-1107	212	12	based	base	VERB
alkej-1107	212	13	on	on	ADP
alkej-1107	212	14	the	the	DET
alkej-1107	212	15	ga	ga	PROPN
alkej-1107	212	16	,	,	PUNCT
alkej-1107	212	17	which	which	PRON
alkej-1107	212	18	enhances	enhance	VERB
alkej-1107	212	19	the	the	DET
alkej-1107	212	20	performance	performance	NOUN
alkej-1107	212	21	of	of	ADP
alkej-1107	212	22	the	the	DET
alkej-1107	212	23	soft	soft	ADV
alkej-1107	212	24	-	-	PUNCT
alkej-1107	212	25	combining	combine	VERB
alkej-1107	212	26	fusion	fusion	NOUN
alkej-1107	212	27	scheme	scheme	NOUN
alkej-1107	212	28	in	in	ADP
alkej-1107	212	29	the	the	DET
alkej-1107	212	30	following	following	ADJ
alkej-1107	212	31	ways	way	NOUN
alkej-1107	212	32	:	:	PUNCT
alkej-1107	212	33	(	(	PUNCT
alkej-1107	212	34	1	1	X
alkej-1107	212	35	)	)	PUNCT
alkej-1107	212	36	fitness	fitness	NOUN
alkej-1107	212	37	-	-	PUNCT
alkej-1107	212	38	based	base	VERB
alkej-1107	212	39	selection	selection	NOUN
alkej-1107	212	40	,	,	PUNCT
alkej-1107	212	41	multipoint	multipoint	NOUN
alkej-1107	212	42	crossover	crossover	NOUN
alkej-1107	212	43	and	and	CCONJ
alkej-1107	212	44	(	(	PUNCT
alkej-1107	212	45	2	2	X
alkej-1107	212	46	)	)	PUNCT
alkej-1107	212	47	adaptive	adaptive	ADJ
alkej-1107	212	48	mutation	mutation	NOUN
alkej-1107	212	49	for	for	ADP
alkej-1107	212	50	optimising	optimise	VERB
alkej-1107	212	51	the	the	DET
alkej-1107	212	52	weighting	weighting	NOUN
alkej-1107	212	53	vector	vector	NOUN
alkej-1107	212	54	for	for	ADP
alkej-1107	212	55	secondary	secondary	ADJ
alkej-1107	212	56	users	user	NOUN
alkej-1107	212	57	involved	involve	VERB
alkej-1107	212	58	;	;	PUNCT
alkej-1107	212	59	(	(	PUNCT
alkej-1107	212	60	3	3	X
alkej-1107	212	61	)	)	PUNCT
alkej-1107	212	62	validation	validation	NOUN
alkej-1107	212	63	of	of	ADP
alkej-1107	212	64	performance	performance	NOUN
alkej-1107	212	65	through	through	ADP
alkej-1107	212	66	detailed	detailed	ADJ
alkej-1107	212	67	simulation	simulation	NOUN
alkej-1107	212	68	studies	study	NOUN
alkej-1107	212	69	,	,	PUNCT
alkej-1107	212	70	which	which	PRON
alkej-1107	212	71	showcases	showcase	VERB
alkej-1107	212	72	improved	improved	ADJ
alkej-1107	212	73	detection	detection	NOUN
alkej-1107	212	74	reliability	reliability	NOUN
alkej-1107	212	75	even	even	ADV
alkej-1107	212	76	at	at	ADP
alkej-1107	212	77	low	low	ADJ
alkej-1107	212	78	signal	signal	NOUN
alkej-1107	212	79	-	-	PUNCT
alkej-1107	212	80	tonoise	tonoise	NOUN
alkej-1107	212	81	ratios	ratio	NOUN
alkej-1107	212	82	;	;	PUNCT
alkej-1107	212	83	and	and	CCONJ
alkej-1107	212	84	(	(	PUNCT
alkej-1107	212	85	4	4	X
alkej-1107	212	86	)	)	PUNCT
alkej-1107	212	87	traditional	traditional	ADJ
alkej-1107	212	88	versus	versus	ADP
alkej-1107	212	89	deep	deep	ADJ
alkej-1107	212	90	learning	learning	NOUN
alkej-1107	212	91	methods	method	NOUN
alkej-1107	212	92	are	be	AUX
alkej-1107	212	93	compared	compare	VERB
alkej-1107	212	94	,	,	PUNCT
alkej-1107	212	95	and	and	CCONJ
alkej-1107	212	96	the	the	DET
alkej-1107	212	97	performance	performance	NOUN
alkej-1107	212	98	of	of	ADP
alkej-1107	212	99	the	the	DET
alkej-1107	212	100	ga	ga	PROPN
alkej-1107	212	101	model	model	NOUN
alkej-1107	212	102	is	be	AUX
alkej-1107	212	103	validated	validate	VERB
alkej-1107	212	104	against	against	ADP
alkej-1107	212	105	these	these	DET
alkej-1107	212	106	algorithms	algorithm	NOUN
alkej-1107	212	107	.	.	PUNCT
alkej-1107	213	1	the	the	DET
alkej-1107	213	2	results	result	NOUN
alkej-1107	213	3	demonstrate	demonstrate	VERB
alkej-1107	213	4	the	the	DET
alkej-1107	213	5	ability	ability	NOUN
alkej-1107	213	6	of	of	ADP
alkej-1107	213	7	gas	gas	NOUN
alkej-1107	213	8	to	to	PART
alkej-1107	213	9	perform	perform	VERB
alkej-1107	213	10	dynamic	dynamic	ADJ
alkej-1107	213	11	cognitive	cognitive	ADJ
alkej-1107	213	12	spectrum	spectrum	NOUN
alkej-1107	213	13	optimisation	optimisation	NOUN
alkej-1107	213	14	,	,	PUNCT
alkej-1107	213	15	while	while	SCONJ
alkej-1107	213	16	also	also	ADV
alkej-1107	213	17	emphasising	emphasise	VERB
alkej-1107	213	18	that	that	DET
alkej-1107	213	19	fine	fine	ADV
alkej-1107	213	20	-	-	PUNCT
alkej-1107	213	21	tuning	tune	VERB
alkej-1107	213	22	genetic	genetic	ADJ
alkej-1107	213	23	parameters	parameter	NOUN
alkej-1107	213	24	,	,	PUNCT
alkej-1107	213	25	such	such	ADJ
alkej-1107	213	26	as	as	ADP
alkej-1107	213	27	population	population	NOUN
alkej-1107	213	28	size	size	NOUN
alkej-1107	213	29	,	,	PUNCT
alkej-1107	213	30	mutation	mutation	NOUN
alkej-1107	213	31	rate	rate	NOUN
alkej-1107	213	32	and	and	CCONJ
alkej-1107	213	33	crossover	crossover	NOUN
alkej-1107	213	34	frequency	frequency	NOUN
alkej-1107	213	35	,	,	PUNCT
alkej-1107	213	36	may	may	AUX
alkej-1107	213	37	have	have	VERB
alkej-1107	213	38	drastic	drastic	ADJ
alkej-1107	213	39	consequences	consequence	NOUN
alkej-1107	213	40	for	for	ADP
alkej-1107	213	41	performance	performance	NOUN
alkej-1107	213	42	.	.	PUNCT
alkej-1107	214	1	references	reference	NOUN
alkej-1107	214	2	[	[	X
alkej-1107	214	3	1	1	NUM
alkej-1107	214	4	]	]	PUNCT
alkej-1107	214	5	a.	a.	NOUN
alkej-1107	214	6	thabit	thabit	NOUN
alkej-1107	214	7	,	,	PUNCT
alkej-1107	214	8	"	"	PUNCT
alkej-1107	214	9	simulation	simulation	NOUN
alkej-1107	214	10	of	of	ADP
alkej-1107	214	11	a	a	DET
alkej-1107	214	12	new	new	ADJ
alkej-1107	214	13	algorithm	algorithm	NOUN
alkej-1107	214	14	to	to	PART
alkej-1107	214	15	enhance	enhance	VERB
alkej-1107	214	16	the	the	DET
alkej-1107	214	17	spectral	spectral	ADJ
alkej-1107	214	18	efficiency	efficiency	NOUN
alkej-1107	214	19	of	of	ADP
alkej-1107	214	20	5	5	NUM
alkej-1107	214	21	g	g	NOUN
alkej-1107	214	22	for	for	ADP
alkej-1107	214	23	iot	iot	NOUN
alkej-1107	214	24	applications	application	NOUN
alkej-1107	214	25	,	,	PUNCT
alkej-1107	214	26	"	"	PUNCT
alkej-1107	214	27	in	in	ADP
alkej-1107	214	28	emerging	emerge	VERB
alkej-1107	214	29	technology	technology	NOUN
alkej-1107	214	30	trends	trend	NOUN
alkej-1107	214	31	on	on	ADP
alkej-1107	214	32	the	the	DET
alkej-1107	214	33	smart	smart	ADJ
alkej-1107	214	34	industry	industry	NOUN
alkej-1107	214	35	and	and	CCONJ
alkej-1107	214	36	the	the	DET
alkej-1107	214	37	internet	internet	NOUN
alkej-1107	214	38	of	of	ADP
alkej-1107	214	39	things	thing	NOUN
alkej-1107	214	40	,	,	PUNCT
alkej-1107	214	41	pp	pp	ADV
alkej-1107	214	42	.	.	PUNCT
alkej-1107	214	43	17–26	17–26	NUM
alkej-1107	214	44	,	,	PUNCT
alkej-1107	214	45	2022	2022	NUM
alkej-1107	214	46	.	.	PUNCT
alkej-1107	215	1	[	[	X
alkej-1107	215	2	2	2	NUM
alkej-1107	215	3	]	]	PUNCT
alkej-1107	215	4	m.	m.	NOUN
alkej-1107	215	5	alrabeiah	alrabeiah	PROPN
alkej-1107	215	6	and	and	CCONJ
alkej-1107	215	7	m.	m.	PROPN
alkej-1107	215	8	s.	s.	PROPN
alkej-1107	215	9	alouini	alouini	PROPN
alkej-1107	215	10	,	,	PUNCT
alkej-1107	215	11	"	"	PUNCT
alkej-1107	215	12	deep	deep	ADJ
alkej-1107	215	13	learning	learning	NOUN
alkej-1107	215	14	-	-	PUNCT
alkej-1107	215	15	assisted	assist	VERB
alkej-1107	215	16	optimization	optimization	NOUN
alkej-1107	215	17	for	for	ADP
alkej-1107	215	18	spectrum	spectrum	NOUN
alkej-1107	215	19	management	management	NOUN
alkej-1107	215	20	in	in	ADP
alkej-1107	215	21	cognitive	cognitive	ADJ
alkej-1107	215	22	radio	radio	NOUN
alkej-1107	215	23	networks	network	NOUN
alkej-1107	215	24	,	,	PUNCT
alkej-1107	215	25	"	"	PUNCT
alkej-1107	215	26	ieee	ieee	NOUN
alkej-1107	215	27	communications	communication	NOUN
alkej-1107	215	28	letters	letter	NOUN
alkej-1107	215	29	,	,	PUNCT
alkej-1107	215	30	pp	pp	ADJ
alkej-1107	215	31	.	.	PUNCT
alkej-1107	215	32	1446	1446	NUM
alkej-1107	215	33	–	–	PUNCT
alkej-1107	215	34	1450	1450	NUM
alkej-1107	215	35	,	,	PUNCT
alkej-1107	215	36	2020	2020	NUM
alkej-1107	215	37	.	.	PUNCT
alkej-1107	216	1	[	[	X
alkej-1107	216	2	3	3	NUM
alkej-1107	216	3	]	]	PUNCT
alkej-1107	216	4	a.	a.	NOUN
alkej-1107	216	5	arshad	arshad	PROPN
alkej-1107	216	6	and	and	CCONJ
alkej-1107	216	7	s.	s.	PROPN
alkej-1107	216	8	h.	h.	PROPN
alkej-1107	216	9	shah	shah	PROPN
alkej-1107	216	10	,	,	PUNCT
alkej-1107	216	11	"	"	PUNCT
alkej-1107	216	12	a	a	DET
alkej-1107	216	13	multi	multi	ADJ
alkej-1107	216	14	-	-	ADJ
alkej-1107	216	15	objective	objective	ADJ
alkej-1107	216	16	genetic	genetic	ADJ
alkej-1107	216	17	algorithm	algorithm	NOUN
alkej-1107	216	18	for	for	ADP
alkej-1107	216	19	spectrum	spectrum	NOUN
alkej-1107	216	20	management	management	NOUN
alkej-1107	216	21	in	in	ADP
alkej-1107	216	22	cognitive	cognitive	ADJ
alkej-1107	216	23	radio	radio	NOUN
alkej-1107	216	24	networks	network	NOUN
alkej-1107	216	25	,	,	PUNCT
alkej-1107	216	26	"	"	PUNCT
alkej-1107	216	27	ieee	ieee	NOUN
alkej-1107	216	28	access	access	NOUN
alkej-1107	216	29	,	,	PUNCT
alkej-1107	216	30	vol	vol	NOUN
alkej-1107	216	31	.	.	NOUN
alkej-1107	216	32	9	9	NUM
alkej-1107	216	33	,	,	PUNCT
alkej-1107	216	34	pp	pp	ADJ
alkej-1107	216	35	.	.	PUNCT
alkej-1107	217	1	46315–46324	46315–46324	NUM
alkej-1107	217	2	,	,	PUNCT
alkej-1107	217	3	2021	2021	NUM
alkej-1107	217	4	.	.	PUNCT
alkej-1107	218	1	[	[	X
alkej-1107	218	2	4	4	X
alkej-1107	218	3	]	]	PUNCT
alkej-1107	218	4	s.	s.	PROPN
alkej-1107	218	5	e.	e.	PROPN
alkej-1107	218	6	abdelbaset	abdelbaset	PROPN
alkej-1107	218	7	,	,	PUNCT
alkej-1107	218	8	h.	h.	PROPN
alkej-1107	218	9	m.	m.	PROPN
alkej-1107	218	10	kasem	kasem	PROPN
alkej-1107	218	11	,	,	PUNCT
alkej-1107	218	12	a.	a.	PROPN
alkej-1107	218	13	a.	a.	PROPN
alkej-1107	218	14	khalaf	khalaf	PROPN
alkej-1107	218	15	,	,	PUNCT
alkej-1107	218	16	a.	a.	PROPN
alkej-1107	218	17	h.	h.	PROPN
alkej-1107	218	18	hussein	hussein	PROPN
alkej-1107	218	19	,	,	PUNCT
alkej-1107	218	20	and	and	CCONJ
alkej-1107	218	21	a.	a.	NOUN
alkej-1107	218	22	a.	a.	NOUN
alkej-1107	218	23	kabeel	kabeel	PROPN
alkej-1107	218	24	,	,	PUNCT
alkej-1107	218	25	“	"	PUNCT
alkej-1107	218	26	deep	deep	ADJ
alkej-1107	218	27	learning	learning	NOUN
alkej-1107	218	28	-	-	PUNCT
alkej-1107	218	29	based	base	VERB
alkej-1107	218	30	spectrum	spectrum	NOUN
alkej-1107	218	31	sensing	sense	VERB
alkej-1107	218	32	for	for	ADP
alkej-1107	218	33	cognitive	cognitive	ADJ
alkej-1107	218	34	radio	radio	NOUN
alkej-1107	218	35	applications	application	NOUN
alkej-1107	218	36	,	,	PUNCT
alkej-1107	218	37	”	"	PUNCT
alkej-1107	218	38	sensors	sensor	NOUN
alkej-1107	218	39	,	,	PUNCT
alkej-1107	218	40	vol	vol	NOUN
alkej-1107	218	41	.	.	PROPN
alkej-1107	218	42	24	24	NUM
alkej-1107	218	43	,	,	PUNCT
alkej-1107	218	44	no	no	INTJ
alkej-1107	218	45	.	.	NOUN
alkej-1107	218	46	24	24	NUM
alkej-1107	218	47	,	,	PUNCT
alkej-1107	218	48	dec	dec	PROPN
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alkej-1107	218	50	2024	2024	NUM
alkej-1107	218	51	,	,	PUNCT
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alkej-1107	218	54	10.3390	10.3390	NUM
alkej-1107	218	55	/	/	SYM
alkej-1107	218	56	s24247907	s24247907	PROPN
alkej-1107	218	57	.	.	PUNCT
alkej-1107	219	1	[	[	X
alkej-1107	219	2	5	5	X
alkej-1107	219	3	]	]	X
alkej-1107	219	4	y.	y.	PROPN
alkej-1107	219	5	xu	xu	PROPN
alkej-1107	219	6	,	,	PUNCT
alkej-1107	219	7	k.	k.	PROPN
alkej-1107	219	8	zheng	zheng	PROPN
alkej-1107	219	9	,	,	PUNCT
alkej-1107	219	10	x.	x.	PROPN
alkej-1107	219	11	liu	liu	PROPN
alkej-1107	219	12	,	,	PUNCT
alkej-1107	219	13	z.	z.	PROPN
alkej-1107	219	14	li	li	PROPN
alkej-1107	219	15	,	,	PUNCT
alkej-1107	219	16	and	and	CCONJ
alkej-1107	219	17	j.	j.	PROPN
alkej-1107	219	18	liu	liu	PROPN
alkej-1107	219	19	,	,	PUNCT
alkej-1107	219	20	“	"	PUNCT
alkej-1107	219	21	cognitive	cognitive	ADJ
alkej-1107	219	22	radio	radio	NOUN
alkej-1107	219	23	networks	network	NOUN
alkej-1107	219	24	:	:	PUNCT
alkej-1107	219	25	technologies	technology	NOUN
alkej-1107	219	26	,	,	PUNCT
alkej-1107	219	27	challenges	challenge	NOUN
alkej-1107	219	28	and	and	CCONJ
alkej-1107	219	29	applications	application	NOUN
alkej-1107	219	30	,	,	PUNCT
alkej-1107	219	31	”	"	PUNCT
alkej-1107	219	32	feb	feb	PROPN
alkej-1107	219	33	.	.	PROPN
alkej-1107	219	34	01	01	NUM
alkej-1107	219	35	,	,	PUNCT
alkej-1107	219	36	2025	2025	NUM
alkej-1107	219	37	,	,	PUNCT
alkej-1107	219	38	multidisciplinary	multidisciplinary	ADJ
alkej-1107	219	39	digital	digital	PROPN
alkej-1107	219	40	publishing	publishing	PROPN
alkej-1107	219	41	institute	institute	PROPN
alkej-1107	219	42	(	(	PUNCT
alkej-1107	219	43	mdpi	mdpi	PROPN
alkej-1107	219	44	)	)	PUNCT
alkej-1107	219	45	.	.	PUNCT
alkej-1107	220	1	doi	doi	NOUN
alkej-1107	220	2	:	:	PUNCT
alkej-1107	220	3	10.3390	10.3390	NUM
alkej-1107	220	4	/	/	SYM
alkej-1107	220	5	s25041011	s25041011	ADJ
alkej-1107	220	6	.	.	PUNCT
alkej-1107	221	1	[	[	X
alkej-1107	221	2	6	6	NUM
alkej-1107	221	3	]	]	PUNCT
alkej-1107	221	4	a.	a.	NOUN
alkej-1107	221	5	alkhayyat	alkhayyat	PROPN
alkej-1107	221	6	,	,	PUNCT
alkej-1107	221	7	a.	a.	NOUN
alkej-1107	221	8	thabit	thabit	NOUN
alkej-1107	221	9	,	,	PUNCT
alkej-1107	221	10	and	and	CCONJ
alkej-1107	221	11	a.	a.	PROPN
alkej-1107	221	12	adil	adil	PROPN
alkej-1107	221	13	,	,	PUNCT
alkej-1107	221	14	"	"	PUNCT
alkej-1107	221	15	wban	wban	ADJ
alkej-1107	221	16	healthcare	healthcare	NOUN
alkej-1107	221	17	-	-	PUNCT
alkej-1107	221	18	based	base	VERB
alkej-1107	221	19	:	:	PUNCT
alkej-1107	221	20	modeling	model	VERB
alkej-1107	221	21	signal	signal	NOUN
alkej-1107	221	22	to	to	PART
alkej-1107	221	23	interference	interference	VERB
alkej-1107	221	24	ratio	ratio	NOUN
alkej-1107	221	25	with	with	ADP
alkej-1107	221	26	different	different	ADJ
alkej-1107	221	27	mac	mac	PROPN
alkej-1107	221	28	protocols	protocol	NOUN
alkej-1107	221	29	,	,	PUNCT
alkej-1107	221	30	"	"	PUNCT
alkej-1107	221	31	in	in	ADP
alkej-1107	221	32	"	"	PUNCT
alkej-1107	221	33	proc	proc	NOUN
alkej-1107	221	34	.	.	PUNCT
alkej-1107	222	1	2nd	2nd	ADJ
alkej-1107	222	2	int	int	PROPN
alkej-1107	222	3	.	.	PUNCT
alkej-1107	223	1	conf	conf	NOUN
alkej-1107	223	2	.	.	PUNCT
alkej-1107	224	1	engineering	engineering	NOUN
alkej-1107	224	2	technology	technology	NOUN
alkej-1107	224	3	and	and	CCONJ
alkej-1107	224	4	their	their	PRON
alkej-1107	224	5	applications	application	NOUN
alkej-1107	224	6	(	(	PUNCT
alkej-1107	224	7	iicet	iicet	NOUN
alkej-1107	224	8	)	)	PUNCT
alkej-1107	224	9	"	"	PUNCT
alkej-1107	224	10	,	,	PUNCT
alkej-1107	224	11	islamic	islamic	PROPN
alkej-1107	224	12	university	university	PROPN
alkej-1107	224	13	,	,	PUNCT
alkej-1107	224	14	alnajaf	alnajaf	PROPN
alkej-1107	224	15	,	,	PUNCT
alkej-1107	224	16	iraq	iraq	PROPN
alkej-1107	224	17	,	,	PUNCT
alkej-1107	224	18	2019	2019	NUM
alkej-1107	224	19	.	.	PUNCT
alkej-1107	225	1	[	[	X
alkej-1107	225	2	7	7	X
alkej-1107	225	3	]	]	X
alkej-1107	225	4	a.j	a.j	PROPN
alkej-1107	225	5	.	.	PROPN
alkej-1107	225	6	al	al	PROPN
alkej-1107	225	7	-	-	PUNCT
alkej-1107	225	8	askery	askery	PROPN
alkej-1107	225	9	,	,	PUNCT
alkej-1107	225	10	f.	f.	PROPN
alkej-1107	225	11	s.	s.	PROPN
alkej-1107	225	12	hasan	hasan	PROPN
alkej-1107	225	13	,	,	PUNCT
alkej-1107	225	14	and	and	CCONJ
alkej-1107	225	15	a.	a.	NOUN
alkej-1107	225	16	,	,	PUNCT
alkej-1107	225	17	a.	a.	PROPN
alkej-1107	225	18	,	,	PUNCT
alkej-1107	225	19	thabit	thabit	NOUN
alkej-1107	225	20	,	,	PUNCT
alkej-1107	225	21	"	"	PUNCT
alkej-1107	225	22	investigating	investigate	VERB
alkej-1107	225	23	the	the	DET
alkej-1107	225	24	performance	performance	NOUN
alkej-1107	225	25	of	of	ADP
alkej-1107	225	26	coded	code	VERB
alkej-1107	225	27	gsim	gsim	ADJ
alkej-1107	225	28	dcsk	dcsk	VERB
alkej-1107	225	29	communication	communication	NOUN
alkej-1107	225	30	systems	system	NOUN
alkej-1107	225	31	over	over	ADP
alkej-1107	225	32	multipath	multipath	NOUN
alkej-1107	225	33	rayleigh	rayleigh	PROPN
alkej-1107	225	34	fading	fade	VERB
alkej-1107	225	35	channel	channel	NOUN
alkej-1107	225	36	,	,	PUNCT
alkej-1107	225	37	"	"	PUNCT
alkej-1107	225	38	journal	journal	NOUN
alkej-1107	225	39	of	of	ADP
alkej-1107	225	40	communications	communication	NOUN
alkej-1107	225	41	software	software	NOUN
alkej-1107	225	42	and	and	CCONJ
alkej-1107	225	43	systems	system	NOUN
alkej-1107	225	44	,	,	PUNCT
alkej-1107	225	45	vol	vol	NOUN
alkej-1107	225	46	.	.	PROPN
alkej-1107	225	47	20	20	NUM
alkej-1107	225	48	,	,	PUNCT
alkej-1107	225	49	no	no	DET
alkej-1107	225	50	4	4	NUM
alkej-1107	225	51	,	,	PUNCT
alkej-1107	225	52	pp	pp	ADJ
alkej-1107	225	53	.	.	PUNCT
alkej-1107	226	1	298–306	298–306	NUM
alkej-1107	226	2	.	.	PUNCT
alkej-1107	227	1	[	[	X
alkej-1107	227	2	8	8	NUM
alkej-1107	227	3	]	]	PUNCT
alkej-1107	227	4	s.	s.	PROPN
alkej-1107	227	5	dhanasekaran	dhanasekaran	PROPN
alkej-1107	227	6	and	and	CCONJ
alkej-1107	227	7	s.	s.	PROPN
alkej-1107	227	8	praveena	praveena	PROPN
alkej-1107	227	9	,	,	PUNCT
alkej-1107	227	10	"	"	PUNCT
alkej-1107	227	11	genetic	genetic	ADJ
alkej-1107	227	12	algorithm	algorithm	NOUN
alkej-1107	227	13	-	-	PUNCT
alkej-1107	227	14	based	base	VERB
alkej-1107	227	15	dynamic	dynamic	ADJ
alkej-1107	227	16	spectrum	spectrum	NOUN
alkej-1107	227	17	access	access	NOUN
alkej-1107	227	18	in	in	ADP
alkej-1107	227	19	cognitive	cognitive	ADJ
alkej-1107	227	20	radio	radio	NOUN
alkej-1107	227	21	networks	network	NOUN
alkej-1107	227	22	,	,	PUNCT
alkej-1107	227	23	"	"	PUNCT
alkej-1107	227	24	journal	journal	NOUN
alkej-1107	227	25	of	of	ADP
alkej-1107	227	26	communications	communication	NOUN
alkej-1107	227	27	and	and	CCONJ
alkej-1107	227	28	networks	network	NOUN
alkej-1107	227	29	,	,	PUNCT
alkej-1107	227	30	vol	vol	NOUN
alkej-1107	227	31	.	.	PROPN
alkej-1107	227	32	23	23	NUM
alkej-1107	227	33	,	,	PUNCT
alkej-1107	227	34	no	no	INTJ
alkej-1107	227	35	.	.	NOUN
alkej-1107	227	36	1	1	NUM
alkej-1107	227	37	,	,	PUNCT
alkej-1107	227	38	pp	pp	ADJ
alkej-1107	227	39	.	.	PUNCT
alkej-1107	228	1	53–62	53–62	NUM
alkej-1107	228	2	,	,	PUNCT
alkej-1107	228	3	2021	2021	NUM
alkej-1107	228	4	.	.	PUNCT
alkej-1107	229	1	[	[	X
alkej-1107	229	2	9	9	NUM
alkej-1107	229	3	]	]	SYM
alkej-1107	229	4	yun	yun	NOUN
alkej-1107	229	5	,	,	PUNCT
alkej-1107	229	6	d.-w	d.-w	PROPN
alkej-1107	229	7	.	.	PUNCT
alkej-1107	229	8	;	;	PUNCT
alkej-1107	229	9	lee	lee	PROPN
alkej-1107	229	10	,	,	PUNCT
alkej-1107	229	11	w.-c	w.-c	NOUN
alkej-1107	229	12	.	.	PUNCT
alkej-1107	230	1	"	"	PUNCT
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alkej-1107	230	3	dynamic	dynamic	ADJ
alkej-1107	230	4	spectrum	spectrum	NOUN
alkej-1107	230	5	resource	resource	NOUN
alkej-1107	230	6	management	management	NOUN
alkej-1107	230	7	based	base	VERB
alkej-1107	230	8	on	on	ADP
alkej-1107	230	9	sensing	sense	VERB
alkej-1107	230	10	data	datum	NOUN
alkej-1107	230	11	in	in	ADP
alkej-1107	230	12	space	space	NOUN
alkej-1107	230	13	-	-	PUNCT
alkej-1107	230	14	time	time	NOUN
alkej-1107	230	15	and	and	CCONJ
alkej-1107	230	16	frequency	frequency	NOUN
alkej-1107	230	17	domain	domain	NOUN
alkej-1107	230	18	.	.	PUNCT
alkej-1107	230	19	"	"	PUNCT
alkej-1107	231	1	sensors	sensor	NOUN
alkej-1107	231	2	,	,	PUNCT
alkej-1107	231	3	vol	vol	NOUN
alkej-1107	231	4	.	.	PROPN
alkej-1107	231	5	21	21	NUM
alkej-1107	231	6	,	,	PUNCT
alkej-1107	231	7	no	no	INTJ
alkej-1107	231	8	.	.	NOUN
alkej-1107	231	9	16	16	NUM
alkej-1107	231	10	,	,	PUNCT
alkej-1107	231	11	2021	2021	NUM
alkej-1107	231	12	,	,	PUNCT
alkej-1107	231	13	p.	p.	NOUN
alkej-1107	231	14	5261	5261	NUM
alkej-1107	231	15	.	.	PUNCT
alkej-1107	232	1	[	[	X
alkej-1107	232	2	10	10	NUM
alkej-1107	232	3	]	]	X
alkej-1107	232	4	a.	a.	NOUN
alkej-1107	232	5	elgendy	elgendy	PROPN
alkej-1107	232	6	and	and	CCONJ
alkej-1107	232	7	a.	a.	PROPN
alkej-1107	232	8	ammar	ammar	PROPN
alkej-1107	232	9	,	,	PUNCT
alkej-1107	232	10	"	"	PUNCT
alkej-1107	232	11	spectrum	spectrum	NOUN
alkej-1107	232	12	management	management	NOUN
alkej-1107	232	13	optimization	optimization	NOUN
alkej-1107	232	14	in	in	ADP
alkej-1107	232	15	6	6	NUM
alkej-1107	232	16	g	g	NOUN
alkej-1107	232	17	wireless	wireless	ADJ
alkej-1107	232	18	networks	network	NOUN
alkej-1107	232	19	using	use	VERB
alkej-1107	232	20	genetic	genetic	ADJ
alkej-1107	232	21	algorithms	algorithm	NOUN
alkej-1107	232	22	,	,	PUNCT
alkej-1107	232	23	"	"	PUNCT
alkej-1107	232	24	ieee	ieee	NOUN
alkej-1107	232	25	communications	communication	NOUN
alkej-1107	232	26	magazine	magazine	NOUN
alkej-1107	232	27	,	,	PUNCT
alkej-1107	232	28	vol	vol	NOUN
alkej-1107	232	29	.	.	PROPN
alkej-1107	232	30	59	59	NUM
alkej-1107	232	31	,	,	PUNCT
alkej-1107	232	32	no	no	INTJ
alkej-1107	232	33	.	.	NOUN
alkej-1107	232	34	6	6	NUM
alkej-1107	232	35	,	,	PUNCT
alkej-1107	232	36	pp	pp	ADJ
alkej-1107	232	37	.	.	PUNCT
alkej-1107	233	1	144–150	144–150	NUM
alkej-1107	233	2	,	,	PUNCT
alkej-1107	233	3	2021	2021	NUM
alkej-1107	233	4	.	.	PUNCT
alkej-1107	234	1	0	0	NUM
alkej-1107	235	1	1	1	NUM
alkej-1107	235	2	2	2	NUM
alkej-1107	235	3	3	3	NUM
alkej-1107	235	4	4	4	NUM
alkej-1107	235	5	5	5	NUM
alkej-1107	235	6	6	6	NUM
alkej-1107	235	7	7	7	NUM
alkej-1107	235	8	8	8	NUM
alkej-1107	235	9	9	9	NUM
alkej-1107	235	10	10	10	NUM
alkej-1107	235	11	10	10	NUM
alkej-1107	235	12	-6	-6	NOUN
alkej-1107	236	1	10	10	NUM
alkej-1107	237	1	-5	-5	NUM
alkej-1107	237	2	10	10	NUM
alkej-1107	237	3	-4	-4	SYM
alkej-1107	237	4	10	10	NUM
alkej-1107	237	5	-3	-3	SYM
alkej-1107	237	6	10	10	NUM
alkej-1107	237	7	-2	-2	NOUN
alkej-1107	237	8	10	10	NUM
alkej-1107	237	9	-1	-1	SYM
alkej-1107	237	10	10	10	NUM
alkej-1107	237	11	0	0	NUM
alkej-1107	237	12	bit	bit	NOUN
alkej-1107	237	13	error	error	NOUN
alkej-1107	237	14	rate	rate	NOUN
alkej-1107	237	15	for	for	ADP
alkej-1107	237	16	proposed	propose	VERB
alkej-1107	237	17	system	system	NOUN
alkej-1107	237	18	eb	eb	PROPN
alkej-1107	237	19	/	/	SYM
alkej-1107	237	20	no	no	PROPN
alkej-1107	237	21	(	(	PUNCT
alkej-1107	237	22	db	db	NOUN
alkej-1107	237	23	)	)	PUNCT
alkej-1107	237	24	b	b	NOUN
alkej-1107	237	25	e	e	NOUN
alkej-1107	237	26	r	r	NOUN
alkej-1107	237	27	proposed	propose	VERB
alkej-1107	237	28	system	system	NOUN
alkej-1107	237	29	qpsk	qpsk	NOUN
alkej-1107	237	30	ahmed	ahmed	PROPN
alkej-1107	237	31	a.	a.	PROPN
alkej-1107	237	32	thabit	thabit	PROPN
alkej-1107	237	33	al	al	PROPN
alkej-1107	237	34	-	-	PUNCT
alkej-1107	237	35	khwarizmi	khwarizmi	PROPN
alkej-1107	237	36	engineering	engineering	NOUN
alkej-1107	237	37	journal	journal	PROPN
alkej-1107	237	38	,	,	PUNCT
alkej-1107	237	39	vol	vol	NOUN
alkej-1107	237	40	.	.	PROPN
alkej-1107	237	41	21	21	NUM
alkej-1107	237	42	,	,	PUNCT
alkej-1107	237	43	no.4	no.4	PROPN
alkej-1107	237	44	,	,	PUNCT
alkej-1107	237	45	pp	pp	X
alkej-1107	237	46	.	.	PUNCT
alkej-1107	238	1	8292	8292	NUM
alkej-1107	238	2	(	(	PUNCT
alkej-1107	238	3	2025	2025	NUM
alkej-1107	238	4	)	)	PUNCT
alkej-1107	238	5	91	91	NUM
alkej-1107	239	1	[	[	SYM
alkej-1107	239	2	11	11	NUM
alkej-1107	239	3	]	]	PUNCT
alkej-1107	239	4	m.	m.	NOUN
alkej-1107	239	5	farooq	farooq	PROPN
alkej-1107	239	6	,	,	PUNCT
alkej-1107	239	7	s.	s.	PROPN
alkej-1107	239	8	asghar	asghar	PROPN
alkej-1107	239	9	,	,	PUNCT
alkej-1107	239	10	and	and	CCONJ
alkej-1107	239	11	a.	a.	NOUN
alkej-1107	239	12	hussain	hussain	PROPN
alkej-1107	239	13	,	,	PUNCT
alkej-1107	239	14	"	"	PUNCT
alkej-1107	239	15	adaptive	adaptive	ADJ
alkej-1107	239	16	spectrum	spectrum	NOUN
alkej-1107	239	17	management	management	NOUN
alkej-1107	239	18	using	use	VERB
alkej-1107	239	19	genetic	genetic	ADJ
alkej-1107	239	20	algorithms	algorithm	NOUN
alkej-1107	239	21	in	in	ADP
alkej-1107	239	22	cognitive	cognitive	ADJ
alkej-1107	239	23	radio	radio	NOUN
alkej-1107	239	24	ad	ad	X
alkej-1107	239	25	hoc	hoc	X
alkej-1107	239	26	networks	network	NOUN
alkej-1107	239	27	,	,	PUNCT
alkej-1107	239	28	"	"	PUNCT
alkej-1107	239	29	ieee	ieee	NOUN
alkej-1107	239	30	access	access	NOUN
alkej-1107	239	31	,	,	PUNCT
alkej-1107	239	32	vol	vol	NOUN
alkej-1107	239	33	.	.	NOUN
alkej-1107	239	34	9	9	NUM
alkej-1107	239	35	,	,	PUNCT
alkej-1107	239	36	pp	pp	ADJ
alkej-1107	239	37	.	.	PUNCT
alkej-1107	239	38	119834–119849	119834–119849	NUM
alkej-1107	239	39	,	,	PUNCT
alkej-1107	239	40	2021	2021	NUM
alkej-1107	239	41	.	.	PUNCT
alkej-1107	240	1	[	[	X
alkej-1107	240	2	12	12	NUM
alkej-1107	240	3	]	]	PUNCT
alkej-1107	240	4	a.	a.	NOUN
alkej-1107	240	5	gharaibeh	gharaibeh	NOUN
alkej-1107	240	6	and	and	CCONJ
alkej-1107	240	7	m.	m.	NOUN
alkej-1107	240	8	younis	younis	PROPN
alkej-1107	240	9	,	,	PUNCT
alkej-1107	240	10	"	"	PUNCT
alkej-1107	240	11	genetic	genetic	ADJ
alkej-1107	240	12	algorithm	algorithm	NOUN
alkej-1107	240	13	-	-	PUNCT
alkej-1107	240	14	based	base	VERB
alkej-1107	240	15	power	power	NOUN
alkej-1107	240	16	control	control	NOUN
alkej-1107	240	17	and	and	CCONJ
alkej-1107	240	18	spectrum	spectrum	NOUN
alkej-1107	240	19	management	management	NOUN
alkej-1107	240	20	for	for	ADP
alkej-1107	240	21	cognitive	cognitive	ADJ
alkej-1107	240	22	radio	radio	NOUN
alkej-1107	240	23	networks	network	NOUN
alkej-1107	240	24	,	,	PUNCT
alkej-1107	240	25	"	"	PUNCT
alkej-1107	240	26	ieee	ieee	NOUN
alkej-1107	240	27	trans	trans	PROPN
alkej-1107	240	28	.	.	PROPN
alkej-1107	240	29	cogn	cogn	PROPN
alkej-1107	240	30	.	.	PUNCT
alkej-1107	241	1	commun	commun	PROPN
alkej-1107	241	2	.	.	PUNCT
alkej-1107	242	1	netw	netw	NOUN
alkej-1107	242	2	,	,	PUNCT
alkej-1107	242	3	vol	vol	NOUN
alkej-1107	242	4	.	.	PROPN
alkej-1107	242	5	5	5	NUM
alkej-1107	242	6	,	,	PUNCT
alkej-1107	242	7	no	no	INTJ
alkej-1107	242	8	.	.	NOUN
alkej-1107	242	9	3	3	NUM
alkej-1107	242	10	,	,	PUNCT
alkej-1107	242	11	pp	pp	ADJ
alkej-1107	242	12	.	.	PUNCT
alkej-1107	243	1	426–435	426–435	NUM
alkej-1107	243	2	,	,	PUNCT
alkej-1107	243	3	2019	2019	NUM
alkej-1107	243	4	.	.	PUNCT
alkej-1107	244	1	[	[	X
alkej-1107	244	2	13	13	NUM
alkej-1107	244	3	]	]	X
alkej-1107	244	4	s.	s.	PROPN
alkej-1107	244	5	rama	rama	PROPN
alkej-1107	244	6	,	,	PUNCT
alkej-1107	244	7	s.	s.	PROPN
alkej-1107	244	8	muthukumaran	muthukumaran	PROPN
alkej-1107	244	9	,	,	PUNCT
alkej-1107	244	10	v.	v.	ADP
alkej-1107	244	11	sundararajan	sundararajan	NOUN
alkej-1107	244	12	,	,	PUNCT
alkej-1107	244	13	and	and	CCONJ
alkej-1107	244	14	r.	r.	PROPN
alkej-1107	244	15	subramanian	subramanian	PROPN
alkej-1107	244	16	,	,	PUNCT
alkej-1107	244	17	"	"	PUNCT
alkej-1107	244	18	jellyfish	jellyfish	VERB
alkej-1107	244	19	search	search	NOUN
alkej-1107	244	20	optimization	optimization	NOUN
alkej-1107	244	21	with	with	ADP
alkej-1107	244	22	deep	deep	ADJ
alkej-1107	244	23	learning	learning	NOUN
alkej-1107	244	24	driven	drive	VERB
alkej-1107	244	25	autism	autism	NOUN
alkej-1107	244	26	spectrum	spectrum	NOUN
alkej-1107	244	27	disorder	disorder	NOUN
alkej-1107	244	28	classification	classification	NOUN
alkej-1107	244	29	,	,	PUNCT
alkej-1107	244	30	"	"	PUNCT
alkej-1107	244	31	computers	computer	NOUN
alkej-1107	244	32	,	,	PUNCT
alkej-1107	244	33	materials	material	NOUN
alkej-1107	244	34	&	&	CCONJ
alkej-1107	244	35	continua	continua	PROPN
alkej-1107	244	36	,	,	PUNCT
alkej-1107	244	37	vol	vol	NOUN
alkej-1107	244	38	.	.	PROPN
alkej-1107	245	1	74	74	NUM
alkej-1107	245	2	,	,	PUNCT
alkej-1107	245	3	no	no	INTJ
alkej-1107	245	4	.	.	NOUN
alkej-1107	245	5	1	1	NUM
alkej-1107	245	6	,	,	PUNCT
alkej-1107	245	7	pp	pp	ADJ
alkej-1107	245	8	.	.	PUNCT
alkej-1107	246	1	2195	2195	NUM
alkej-1107	246	2	–	–	PUNCT
alkej-1107	246	3	2209	2209	NUM
alkej-1107	246	4	,	,	PUNCT
alkej-1107	246	5	2023	2023	NUM
alkej-1107	246	6	.	.	PUNCT
alkej-1107	247	1	[	[	X
alkej-1107	247	2	14	14	NUM
alkej-1107	247	3	]	]	PUNCT
alkej-1107	247	4	x.	x.	NOUN
alkej-1107	247	5	hu	hu	PROPN
alkej-1107	247	6	,	,	PUNCT
alkej-1107	247	7	x.	x.	PROPN
alkej-1107	247	8	wang	wang	PROPN
alkej-1107	247	9	,	,	PUNCT
alkej-1107	247	10	and	and	CCONJ
alkej-1107	247	11	x.	x.	NOUN
alkej-1107	247	12	zhang	zhang	PROPN
alkej-1107	247	13	,	,	PUNCT
alkej-1107	247	14	"	"	PUNCT
alkej-1107	247	15	genetic	genetic	ADJ
alkej-1107	247	16	algorithm	algorithm	NOUN
alkej-1107	247	17	-	-	PUNCT
alkej-1107	247	18	enhanced	enhance	VERB
alkej-1107	247	19	spectrum	spectrum	NOUN
alkej-1107	247	20	management	management	NOUN
alkej-1107	247	21	for	for	ADP
alkej-1107	247	22	5	5	NUM
alkej-1107	247	23	g	g	NOUN
alkej-1107	247	24	cognitive	cognitive	ADJ
alkej-1107	247	25	radio	radio	NOUN
alkej-1107	247	26	networks	network	NOUN
alkej-1107	247	27	,	,	PUNCT
alkej-1107	247	28	"	"	PUNCT
alkej-1107	247	29	wireless	wireless	ADJ
alkej-1107	247	30	communications	communication	NOUN
alkej-1107	247	31	and	and	CCONJ
alkej-1107	247	32	mobile	mobile	NOUN
alkej-1107	247	33	computing	computing	NOUN
alkej-1107	247	34	,	,	PUNCT
alkej-1107	247	35	vol	vol	NOUN
alkej-1107	247	36	.	.	PUNCT
alkej-1107	247	37	2020	2020	NUM
alkej-1107	247	38	,	,	PUNCT
alkej-1107	247	39	art	art	NOUN
alkej-1107	247	40	.	.	PUNCT
alkej-1107	248	1	no	no	INTJ
alkej-1107	248	2	.	.	PUNCT
alkej-1107	249	1	9782176	9782176	NUM
alkej-1107	249	2	,	,	PUNCT
alkej-1107	249	3	pp	pp	ADP
alkej-1107	249	4	.	.	PUNCT
alkej-1107	250	1	1–10	1–10	NOUN
alkej-1107	250	2	,	,	PUNCT
alkej-1107	250	3	2020	2020	NUM
alkej-1107	250	4	.	.	PUNCT
alkej-1107	251	1	[	[	X
alkej-1107	251	2	15	15	NUM
alkej-1107	251	3	]	]	X
alkej-1107	251	4	l.	l.	PROPN
alkej-1107	251	5	huang	huang	PROPN
alkej-1107	251	6	and	and	CCONJ
alkej-1107	251	7	q.	q.	PROPN
alkej-1107	251	8	zhao	zhao	PROPN
alkej-1107	251	9	,	,	PUNCT
alkej-1107	251	10	"	"	PUNCT
alkej-1107	251	11	optimal	optimal	ADJ
alkej-1107	251	12	spectrum	spectrum	NOUN
alkej-1107	251	13	management	management	NOUN
alkej-1107	251	14	in	in	ADP
alkej-1107	251	15	cognitive	cognitive	ADJ
alkej-1107	251	16	radio	radio	NOUN
alkej-1107	251	17	networks	network	NOUN
alkej-1107	251	18	using	use	VERB
alkej-1107	251	19	hybrid	hybrid	ADJ
alkej-1107	251	20	genetic	genetic	ADJ
alkej-1107	251	21	algorithms	algorithm	NOUN
alkej-1107	251	22	,	,	PUNCT
alkej-1107	251	23	"	"	PUNCT
alkej-1107	251	24	journal	journal	NOUN
alkej-1107	251	25	of	of	ADP
alkej-1107	251	26	communications	communication	NOUN
alkej-1107	251	27	and	and	CCONJ
alkej-1107	251	28	networks	network	NOUN
alkej-1107	251	29	,	,	PUNCT
alkej-1107	251	30	vol	vol	NOUN
alkej-1107	251	31	.	.	PROPN
alkej-1107	251	32	23	23	NUM
alkej-1107	251	33	,	,	PUNCT
alkej-1107	251	34	no	no	INTJ
alkej-1107	251	35	.	.	NOUN
alkej-1107	251	36	2	2	NUM
alkej-1107	251	37	,	,	PUNCT
alkej-1107	251	38	pp	pp	ADJ
alkej-1107	251	39	.	.	PUNCT
alkej-1107	252	1	132–144	132–144	NUM
alkej-1107	252	2	,	,	PUNCT
alkej-1107	252	3	2021	2021	NUM
alkej-1107	252	4	.	.	PUNCT
alkej-1107	253	1	[	[	X
alkej-1107	253	2	16	16	NUM
alkej-1107	253	3	]	]	PUNCT
alkej-1107	253	4	a.	a.	NOUN
alkej-1107	253	5	jain	jain	PROPN
alkej-1107	253	6	and	and	CCONJ
alkej-1107	253	7	r.	r.	PROPN
alkej-1107	253	8	gupta	gupta	PROPN
alkej-1107	253	9	,	,	PUNCT
alkej-1107	253	10	"	"	PUNCT
alkej-1107	253	11	performance	performance	NOUN
alkej-1107	253	12	analysis	analysis	NOUN
alkej-1107	253	13	of	of	ADP
alkej-1107	253	14	genetic	genetic	ADJ
alkej-1107	253	15	algorithm	algorithm	NOUN
alkej-1107	253	16	for	for	ADP
alkej-1107	253	17	spectrum	spectrum	NOUN
alkej-1107	253	18	management	management	NOUN
alkej-1107	253	19	in	in	ADP
alkej-1107	253	20	cognitive	cognitive	ADJ
alkej-1107	253	21	radio	radio	NOUN
alkej-1107	253	22	networks	network	NOUN
alkej-1107	253	23	,	,	PUNCT
alkej-1107	253	24	"	"	PUNCT
alkej-1107	253	25	journal	journal	NOUN
alkej-1107	253	26	of	of	ADP
alkej-1107	253	27	communications	communication	NOUN
alkej-1107	253	28	technology	technology	NOUN
alkej-1107	253	29	and	and	CCONJ
alkej-1107	253	30	electronics	electronic	NOUN
alkej-1107	253	31	,	,	PUNCT
alkej-1107	253	32	vol	vol	NOUN
alkej-1107	253	33	.	.	PROPN
alkej-1107	253	34	66	66	NUM
alkej-1107	253	35	,	,	PUNCT
alkej-1107	253	36	no	no	INTJ
alkej-1107	253	37	.	.	NOUN
alkej-1107	253	38	6	6	NUM
alkej-1107	253	39	,	,	PUNCT
alkej-1107	253	40	pp	pp	ADJ
alkej-1107	253	41	.	.	PUNCT
alkej-1107	254	1	550–561	550–561	NUM
alkej-1107	254	2	,	,	PUNCT
alkej-1107	254	3	2021	2021	NUM
alkej-1107	254	4	.	.	PUNCT
alkej-1107	255	1	[	[	X
alkej-1107	255	2	17	17	NUM
alkej-1107	255	3	]	]	X
alkej-1107	255	4	f.	f.	PROPN
alkej-1107	255	5	jiang	jiang	PROPN
alkej-1107	255	6	and	and	CCONJ
alkej-1107	255	7	p.	p.	PROPN
alkej-1107	255	8	wang	wang	PROPN
alkej-1107	255	9	,	,	PUNCT
alkej-1107	255	10	"	"	PUNCT
alkej-1107	255	11	genetic	genetic	ADJ
alkej-1107	255	12	algorithm	algorithm	NOUN
alkej-1107	255	13	-	-	PUNCT
alkej-1107	255	14	based	base	VERB
alkej-1107	255	15	spectrum	spectrum	NOUN
alkej-1107	255	16	optimization	optimization	NOUN
alkej-1107	255	17	in	in	ADP
alkej-1107	255	18	cognitive	cognitive	ADJ
alkej-1107	255	19	radio	radio	NOUN
alkej-1107	255	20	networks	network	NOUN
alkej-1107	255	21	:	:	PUNCT
alkej-1107	255	22	a	a	DET
alkej-1107	255	23	review	review	NOUN
alkej-1107	255	24	,	,	PUNCT
alkej-1107	255	25	"	"	PUNCT
alkej-1107	255	26	wireless	wireless	ADJ
alkej-1107	255	27	personal	personal	ADJ
alkej-1107	255	28	communications	communication	NOUN
alkej-1107	255	29	,	,	PUNCT
alkej-1107	255	30	vol	vol	NOUN
alkej-1107	255	31	.	.	PROPN
alkej-1107	256	1	123	123	NUM
alkej-1107	256	2	,	,	PUNCT
alkej-1107	256	3	no	no	INTJ
alkej-1107	256	4	.	.	NOUN
alkej-1107	256	5	4	4	NUM
alkej-1107	256	6	,	,	PUNCT
alkej-1107	256	7	pp	pp	ADJ
alkej-1107	256	8	.	.	PUNCT
alkej-1107	257	1	3671	3671	NUM
alkej-1107	257	2	–	–	PUNCT
alkej-1107	257	3	3691	3691	NUM
alkej-1107	257	4	,	,	PUNCT
alkej-1107	257	5	2022	2022	NUM
alkej-1107	257	6	.	.	PUNCT
alkej-1107	258	1	[	[	X
alkej-1107	258	2	18	18	NUM
alkej-1107	258	3	]	]	PUNCT
alkej-1107	258	4	m.	m.	NOUN
alkej-1107	258	5	a.	a.	PROPN
alkej-1107	258	6	khan	khan	PROPN
alkej-1107	258	7	and	and	CCONJ
alkej-1107	258	8	h.	h.	PROPN
alkej-1107	258	9	rehman	rehman	PROPN
alkej-1107	258	10	,	,	PUNCT
alkej-1107	258	11	"	"	PUNCT
alkej-1107	258	12	a	a	DET
alkej-1107	258	13	novel	novel	ADJ
alkej-1107	258	14	genetic	genetic	ADJ
alkej-1107	258	15	algorithm	algorithm	NOUN
alkej-1107	258	16	for	for	ADP
alkej-1107	258	17	joint	joint	ADJ
alkej-1107	258	18	spectrum	spectrum	NOUN
alkej-1107	258	19	management	management	NOUN
alkej-1107	258	20	in	in	ADP
alkej-1107	258	21	5	5	NUM
alkej-1107	258	22	g	g	NOUN
alkej-1107	258	23	cognitive	cognitive	ADJ
alkej-1107	258	24	radio	radio	NOUN
alkej-1107	258	25	networks	network	NOUN
alkej-1107	258	26	,	,	PUNCT
alkej-1107	258	27	"	"	PUNCT
alkej-1107	258	28	ieee	ieee	NOUN
alkej-1107	258	29	access	access	NOUN
alkej-1107	258	30	,	,	PUNCT
alkej-1107	258	31	vol	vol	NOUN
alkej-1107	258	32	.	.	PROPN
alkej-1107	258	33	7	7	NUM
alkej-1107	258	34	,	,	PUNCT
alkej-1107	258	35	pp	pp	ADJ
alkej-1107	258	36	.	.	PUNCT
alkej-1107	258	37	67832–67842	67832–67842	NUM
alkej-1107	258	38	,	,	PUNCT
alkej-1107	258	39	2019	2019	NUM
alkej-1107	258	40	.	.	PUNCT
alkej-1107	259	1	[	[	X
alkej-1107	259	2	19	19	NUM
alkej-1107	259	3	]	]	X
alkej-1107	259	4	d.	d.	PROPN
alkej-1107	259	5	r.	r.	PROPN
alkej-1107	259	6	kiran	kiran	PROPN
alkej-1107	259	7	and	and	CCONJ
alkej-1107	259	8	k.	k.	PROPN
alkej-1107	259	9	anjaneyulu	anjaneyulu	VERB
alkej-1107	259	10	,	,	PUNCT
alkej-1107	259	11	"	"	PUNCT
alkej-1107	259	12	spectrum	spectrum	NOUN
alkej-1107	259	13	management	management	NOUN
alkej-1107	259	14	in	in	ADP
alkej-1107	259	15	cognitive	cognitive	ADJ
alkej-1107	259	16	radio	radio	NOUN
alkej-1107	259	17	networks	network	NOUN
alkej-1107	259	18	using	use	VERB
alkej-1107	259	19	genetic	genetic	ADJ
alkej-1107	259	20	algorithm	algorithm	NOUN
alkej-1107	259	21	and	and	CCONJ
alkej-1107	259	22	reinforcement	reinforcement	NOUN
alkej-1107	259	23	learning	learning	NOUN
alkej-1107	259	24	,	,	PUNCT
alkej-1107	259	25	"	"	PUNCT
alkej-1107	259	26	ieee	ieee	NOUN
alkej-1107	259	27	systems	system	NOUN
alkej-1107	259	28	journal	journal	NOUN
alkej-1107	259	29	,	,	PUNCT
alkej-1107	259	30	vol	vol	NOUN
alkej-1107	259	31	.	.	PROPN
alkej-1107	259	32	15	15	NUM
alkej-1107	259	33	,	,	PUNCT
alkej-1107	259	34	no	no	INTJ
alkej-1107	259	35	.	.	NOUN
alkej-1107	259	36	3	3	NUM
alkej-1107	259	37	,	,	PUNCT
alkej-1107	259	38	pp	pp	ADJ
alkej-1107	259	39	.	.	PUNCT
alkej-1107	260	1	3948–3957	3948–3957	NOUN
alkej-1107	260	2	,	,	PUNCT
alkej-1107	260	3	2021	2021	NUM
alkej-1107	260	4	.	.	PUNCT
alkej-1107	261	1	[	[	X
alkej-1107	261	2	20	20	NUM
alkej-1107	261	3	]	]	PUNCT
alkej-1107	261	4	a.	a.	NOUN
alkej-1107	261	5	kumar	kumar	PROPN
alkej-1107	261	6	and	and	CCONJ
alkej-1107	261	7	n.	n.	PROPN
alkej-1107	261	8	saxena	saxena	PROPN
alkej-1107	261	9	,	,	PUNCT
alkej-1107	261	10	"	"	PUNCT
alkej-1107	261	11	genetic	genetic	ADJ
alkej-1107	261	12	algorithmbased	algorithmbase	VERB
alkej-1107	261	13	spectrum	spectrum	NOUN
alkej-1107	261	14	management	management	NOUN
alkej-1107	261	15	for	for	ADP
alkej-1107	261	16	iot	iot	NOUN
alkej-1107	261	17	-	-	PUNCT
alkej-1107	261	18	enabled	enable	VERB
alkej-1107	261	19	cognitive	cognitive	ADJ
alkej-1107	261	20	radio	radio	NOUN
alkej-1107	261	21	networks	network	NOUN
alkej-1107	261	22	,	,	PUNCT
alkej-1107	261	23	"	"	PUNCT
alkej-1107	261	24	ieee	ieee	NOUN
alkej-1107	261	25	trans	tran	NOUN
alkej-1107	261	26	.	.	PUNCT
alkej-1107	262	1	ind	ind	NOUN
alkej-1107	262	2	.	.	PUNCT
alkej-1107	263	1	informat	informat	ADJ
alkej-1107	263	2	,	,	PUNCT
alkej-1107	263	3	vol	vol	NOUN
alkej-1107	263	4	.	.	PROPN
alkej-1107	263	5	18	18	NUM
alkej-1107	263	6	,	,	PUNCT
alkej-1107	263	7	no	no	INTJ
alkej-1107	263	8	.	.	NOUN
alkej-1107	263	9	3	3	NUM
alkej-1107	263	10	,	,	PUNCT
alkej-1107	263	11	pp	pp	ADJ
alkej-1107	263	12	.	.	PUNCT
alkej-1107	264	1	1679–1688	1679–1688	NUM
alkej-1107	264	2	,	,	PUNCT
alkej-1107	264	3	2022	2022	NUM
alkej-1107	264	4	.	.	PUNCT
alkej-1107	265	1	[	[	X
alkej-1107	265	2	21	21	NUM
alkej-1107	265	3	]	]	X
alkej-1107	265	4	y.	y.	PROPN
alkej-1107	265	5	li	li	PROPN
alkej-1107	265	6	and	and	CCONJ
alkej-1107	265	7	y.	y.	PROPN
alkej-1107	265	8	liu	liu	PROPN
alkej-1107	265	9	,	,	PUNCT
alkej-1107	265	10	"	"	PUNCT
alkej-1107	265	11	a	a	DET
alkej-1107	265	12	dynamic	dynamic	ADJ
alkej-1107	265	13	spectrum	spectrum	NOUN
alkej-1107	265	14	management	management	NOUN
alkej-1107	265	15	approach	approach	NOUN
alkej-1107	265	16	based	base	VERB
alkej-1107	265	17	on	on	ADP
alkej-1107	265	18	genetic	genetic	ADJ
alkej-1107	265	19	algorithms	algorithm	NOUN
alkej-1107	265	20	in	in	ADP
alkej-1107	265	21	cognitive	cognitive	ADJ
alkej-1107	265	22	radio	radio	NOUN
alkej-1107	265	23	networks	network	NOUN
alkej-1107	265	24	,	,	PUNCT
alkej-1107	265	25	"	"	PUNCT
alkej-1107	265	26	mobile	mobile	ADJ
alkej-1107	265	27	networks	network	NOUN
alkej-1107	265	28	and	and	CCONJ
alkej-1107	265	29	applications	application	NOUN
alkej-1107	265	30	,	,	PUNCT
alkej-1107	265	31	vol	vol	NOUN
alkej-1107	265	32	.	.	PROPN
alkej-1107	265	33	24	24	NUM
alkej-1107	265	34	,	,	PUNCT
alkej-1107	265	35	no	no	INTJ
alkej-1107	265	36	.	.	NOUN
alkej-1107	265	37	4	4	NUM
alkej-1107	265	38	,	,	PUNCT
alkej-1107	265	39	pp	pp	ADJ
alkej-1107	265	40	.	.	PUNCT
alkej-1107	266	1	1189–1199	1189–1199	NUM
alkej-1107	266	2	,	,	PUNCT
alkej-1107	266	3	2019	2019	NUM
alkej-1107	266	4	.	.	PUNCT
alkej-1107	267	1	[	[	X
alkej-1107	267	2	22	22	NUM
alkej-1107	267	3	]	]	PUNCT
alkej-1107	267	4	x.	x.	NOUN
alkej-1107	267	5	liu	liu	PROPN
alkej-1107	267	6	and	and	CCONJ
alkej-1107	267	7	h.	h.	PROPN
alkej-1107	267	8	song	song	PROPN
alkej-1107	267	9	,	,	PUNCT
alkej-1107	267	10	"	"	PUNCT
alkej-1107	267	11	spectrum	spectrum	NOUN
alkej-1107	267	12	allocation	allocation	NOUN
alkej-1107	267	13	in	in	ADP
alkej-1107	267	14	cognitive	cognitive	ADJ
alkej-1107	267	15	radio	radio	NOUN
alkej-1107	267	16	systems	system	NOUN
alkej-1107	267	17	using	use	VERB
alkej-1107	267	18	genetic	genetic	ADJ
alkej-1107	267	19	algorithms	algorithm	NOUN
alkej-1107	267	20	and	and	CCONJ
alkej-1107	267	21	fuzzy	fuzzy	ADJ
alkej-1107	267	22	logic	logic	NOUN
alkej-1107	267	23	,	,	PUNCT
alkej-1107	267	24	"	"	PUNCT
alkej-1107	267	25	ieee	ieee	NOUN
alkej-1107	267	26	access	access	NOUN
alkej-1107	267	27	,	,	PUNCT
alkej-1107	267	28	vol	vol	NOUN
alkej-1107	267	29	.	.	NOUN
alkej-1107	267	30	9	9	NUM
alkej-1107	267	31	,	,	PUNCT
alkej-1107	267	32	pp	pp	ADJ
alkej-1107	267	33	.	.	PUNCT
alkej-1107	268	1	15137–15148	15137–15148	NUM
alkej-1107	268	2	,	,	PUNCT
alkej-1107	268	3	2021	2021	NUM
alkej-1107	268	4	.	.	PUNCT
alkej-1107	269	1	[	[	X
alkej-1107	269	2	23	23	NUM
alkej-1107	269	3	]	]	X
alkej-1107	269	4	s.	s.	PROPN
alkej-1107	269	5	nadeem	nadeem	PROPN
alkej-1107	269	6	and	and	CCONJ
alkej-1107	269	7	m.	m.	PROPN
alkej-1107	269	8	aslam	aslam	PROPN
alkej-1107	269	9	,	,	PUNCT
alkej-1107	269	10	"	"	PUNCT
alkej-1107	269	11	optimization	optimization	NOUN
alkej-1107	269	12	of	of	ADP
alkej-1107	269	13	spectrum	spectrum	NOUN
alkej-1107	269	14	management	management	NOUN
alkej-1107	269	15	using	use	VERB
alkej-1107	269	16	genetic	genetic	ADJ
alkej-1107	269	17	algorithm	algorithm	NOUN
alkej-1107	269	18	in	in	ADP
alkej-1107	269	19	cognitive	cognitive	ADJ
alkej-1107	269	20	radio	radio	NOUN
alkej-1107	269	21	sensor	sensor	NOUN
alkej-1107	269	22	networks	network	NOUN
alkej-1107	269	23	,	,	PUNCT
alkej-1107	269	24	"	"	PUNCT
alkej-1107	269	25	ieee	ieee	NOUN
alkej-1107	269	26	access	access	NOUN
alkej-1107	269	27	,	,	PUNCT
alkej-1107	269	28	vol	vol	NOUN
alkej-1107	269	29	.	.	PROPN
alkej-1107	269	30	8	8	NUM
alkej-1107	269	31	,	,	PUNCT
alkej-1107	269	32	pp	pp	ADJ
alkej-1107	269	33	.	.	PUNCT
alkej-1107	270	1	39250–39261	39250–39261	NUM
alkej-1107	270	2	,	,	PUNCT
alkej-1107	270	3	2020	2020	NUM
alkej-1107	270	4	.	.	PUNCT
alkej-1107	271	1	[	[	X
alkej-1107	271	2	24	24	NUM
alkej-1107	271	3	]	]	PUNCT
alkej-1107	271	4	a.	a.	NOUN
alkej-1107	271	5	yadav	yadav	PROPN
alkej-1107	271	6	and	and	CCONJ
alkej-1107	271	7	s.	s.	PROPN
alkej-1107	271	8	rathore	rathore	PROPN
alkej-1107	271	9	,	,	PUNCT
alkej-1107	271	10	"	"	PUNCT
alkej-1107	271	11	genetic	genetic	ADJ
alkej-1107	271	12	algorithmbased	algorithmbase	VERB
alkej-1107	271	13	spectrum	spectrum	NOUN
alkej-1107	271	14	management	management	NOUN
alkej-1107	271	15	in	in	ADP
alkej-1107	271	16	iot	iot	NOUN
alkej-1107	271	17	-	-	PUNCT
alkej-1107	271	18	enabled	enable	VERB
alkej-1107	271	19	cognitive	cognitive	ADJ
alkej-1107	271	20	radio	radio	NOUN
alkej-1107	271	21	networks	network	NOUN
alkej-1107	271	22	,	,	PUNCT
alkej-1107	271	23	"	"	PUNCT
alkej-1107	271	24	ieee	ieee	NOUN
alkej-1107	271	25	access	access	NOUN
alkej-1107	271	26	,	,	PUNCT
alkej-1107	271	27	vol	vol	NOUN
alkej-1107	271	28	.	.	PROPN
alkej-1107	271	29	10	10	NUM
alkej-1107	271	30	,	,	PUNCT
alkej-1107	271	31	pp	pp	ADJ
alkej-1107	271	32	.	.	PUNCT
alkej-1107	272	1	4886–4902	4886–4902	NUM
alkej-1107	272	2	,	,	PUNCT
alkej-1107	272	3	2022	2022	NUM
alkej-1107	272	4	.	.	PUNCT
alkej-1107	273	1	[	[	X
alkej-1107	273	2	25	25	NUM
alkej-1107	273	3	]	]	PUNCT
alkej-1107	273	4	s.	s.	PROPN
alkej-1107	273	5	zubair	zubair	PROPN
alkej-1107	273	6	and	and	CCONJ
alkej-1107	273	7	s.	s.	PROPN
alkej-1107	273	8	ahmed	ahmed	PROPN
alkej-1107	273	9	,	,	PUNCT
alkej-1107	273	10	"	"	PUNCT
alkej-1107	273	11	joint	joint	ADJ
alkej-1107	273	12	spectrum	spectrum	NOUN
alkej-1107	273	13	and	and	CCONJ
alkej-1107	273	14	power	power	NOUN
alkej-1107	273	15	management	management	NOUN
alkej-1107	273	16	in	in	ADP
alkej-1107	273	17	cognitive	cognitive	ADJ
alkej-1107	273	18	radio	radio	NOUN
alkej-1107	273	19	networks	network	NOUN
alkej-1107	273	20	using	use	VERB
alkej-1107	273	21	genetic	genetic	ADJ
alkej-1107	273	22	algorithms	algorithm	NOUN
alkej-1107	273	23	,	,	PUNCT
alkej-1107	273	24	"	"	PUNCT
alkej-1107	273	25	ieee	ieee	NOUN
alkej-1107	273	26	communications	communication	NOUN
alkej-1107	273	27	letters	letter	NOUN
alkej-1107	273	28	,	,	PUNCT
alkej-1107	273	29	vol	vol	NOUN
alkej-1107	273	30	.	.	PROPN
alkej-1107	273	31	27	27	NUM
alkej-1107	273	32	,	,	PUNCT
alkej-1107	273	33	no	no	INTJ
alkej-1107	273	34	.	.	NOUN
alkej-1107	273	35	9	9	NUM
alkej-1107	273	36	,	,	PUNCT
alkej-1107	273	37	pp	pp	ADJ
alkej-1107	273	38	.	.	PUNCT
alkej-1107	273	39	2107–2111	2107–2111	NUM
alkej-1107	273	40	,	,	PUNCT
alkej-1107	273	41	2023	2023	NUM
alkej-1107	273	42	.	.	PUNCT
alkej-1107	274	1	(	(	PUNCT
alkej-1107	274	2	2025	2025	NUM
alkej-1107	274	3	)	)	PUNCT
alkej-1107	274	4	82	82	NUM
alkej-1107	274	5	-	-	SYM
alkej-1107	274	6	92	92	NUM
alkej-1107	274	7	،	،	NOUN
alkej-1107	274	8	صفحة	صفحة	NOUN
alkej-1107	274	9	4	4	NUM
alkej-1107	274	10	،	،	NOUN
alkej-1107	274	11	العدد21مجلة	العدد21مجلة	PROPN
alkej-1107	274	12	الخوارزمي	الخوارزمي	PROPN
alkej-1107	274	13	الهندسية	الهندسية	PROPN
alkej-1107	274	14	المجلد	المجلد	PROPN
alkej-1107	274	15	احمد	احمد	PROPN
alkej-1107	274	16	عبد	عبد	PROPN
alkej-1107	274	17	الرضا	الرضا	PROPN
alkej-1107	274	18	ثابت	ثابت	NOUN
alkej-1107	274	19	92	92	NUM
alkej-1107	274	20	األداء	األداء	PROPN
alkej-1107	274	21	وتحسين	وتحسين	PROPN
alkej-1107	274	22	إدارة	إدارة	PROPN
alkej-1107	274	23	الطيف	الطيف	PROPN
alkej-1107	275	1	في	في	ADP
alkej-1107	275	2	أنظمة	أنظمة	PROPN
alkej-1107	275	3	االتصاالت	االتصاالت	PROPN
alkej-1107	275	4	باستخدام	باستخدام	PROPN
alkej-1107	275	5	الخوارزمية	الخوارزمية	ADJ
alkej-1107	275	6	الجينية	الجينية	VERB
alkej-1107	275	7	تقييم	تقييم	PROPN
alkej-1107	275	8	4حيدر	4حيدر	PROPN
alkej-1107	275	9	وهب	وهب	X
alkej-1107	275	10	عليوي	عليوي	NOUN
alkej-1107	275	11	،	،	PROPN
alkej-1107	275	12	3علي	3علي	PROPN
alkej-1107	275	13	جابر	جابر	PROPN
alkej-1107	275	14	العسكري	العسكري	PROPN
alkej-1107	275	15	،	،	NOUN
alkej-1107	275	16	2بسام	2بسام	NUM
alkej-1107	275	17	حميد	حميد	NOUN
alkej-1107	275	18	عبد	عبد	VERB
alkej-1107	275	19	،	،	X
alkej-1107	275	20	*	*	PROPN
alkej-1107	275	21	1احمد	1احمد	NUM
alkej-1107	275	22	عبد	عبد	PROPN
alkej-1107	275	23	الرضا	الرضا	NOUN
alkej-1107	275	24	ثابت	ثابت	PROPN
alkej-1107	275	25	،	،	PROPN
alkej-1107	275	26	بغداد	بغداد	PROPN
alkej-1107	275	27	،	،	PROPN
alkej-1107	275	28	العراق	العراق	PROPN
alkej-1107	275	29	الجامعة	الجامعة	NOUN
alkej-1107	275	30	التقنية	التقنية	PROPN
alkej-1107	275	31	الوسطى	الوسطى	PROPN
alkej-1107	275	32	الكهربائية	الكهربائية	PROPN
alkej-1107	275	33	،	،	PROPN
alkej-1107	275	34	الكلية	الكلية	PROPN
alkej-1107	275	35	التقنية	التقنية	PROPN
alkej-1107	275	36	الهندسية	الهندسية	PROPN
alkej-1107	275	37	1،3	1،3	NUM
alkej-1107	275	38	،	،	PROPN
alkej-1107	275	39	بغداد	بغداد	PROPN
alkej-1107	275	40	،	،	PROPN
alkej-1107	275	41	العراق	العراق	PROPN
alkej-1107	275	42	الجامعة	الجامعة	NOUN
alkej-1107	275	43	التكنولوجية	التكنولوجية	VERB
alkej-1107	275	44	الكهربائية	الكهربائية	NOUN
alkej-1107	275	45	،	،	X
alkej-1107	276	1	قسم	قسم	PROPN
alkej-1107	276	2	الهندسة	الهندسة	NOUN
alkej-1107	276	3	2	2	NUM
alkej-1107	277	1	قسم	قسم	NOUN
alkej-1107	277	2	الهندسة	الهندسة	PROPN
alkej-1107	277	3	اإللكترونية	اإللكترونية	PROPN
alkej-1107	277	4	والكهربائية	والكهربائية	PROPN
alkej-1107	277	5	،	،	PROPN
alkej-1107	277	6	جامعة	جامعة	PROPN
alkej-1107	277	7	برونيل	برونيل	NOUN
alkej-1107	277	8	لندن	لندن	NOUN
alkej-1107	277	9	،	،	PROPN
alkej-1107	277	10	المملكة	المملكة	PROPN
alkej-1107	277	11	المتحدة	المتحدة	PROPN
alkej-1107	277	12	4	4	NUM
alkej-1107	277	13	ahmed.thabit@mtu.edu.iqالبريد	ahmed.thabit@mtu.edu.iqالبريد	PROPN
alkej-1107	277	14	االلكتروني	االلكتروني	NOUN
alkej-1107	277	15	:	:	PUNCT
alkej-1107	277	16	*	*	PUNCT
alkej-1107	277	17	المستخلص	المستخلص	PROPN
alkej-1107	277	18	زدحام	زدحام	PROPN
alkej-1107	277	19	ونقص	ونقص	PROPN
alkej-1107	278	1	في	في	ADP
alkej-1107	278	2	ظل	ظل	PROPN
alkej-1107	278	3	تزايد	تزايد	PROPN
alkej-1107	278	4	تقنيات	تقنيات	PROPN
alkej-1107	278	5	االتصاالت	االتصاالت	PROPN
alkej-1107	278	6	الالسلكية	الالسلكية	PROPN
alkej-1107	278	7	،	،	PROPN
alkej-1107	279	1	مما	مما	PROPN
alkej-1107	279	2	يزيد	يزيد	PROPN
alkej-1107	279	3	من	من	PROPN
alkej-1107	279	4	الطلب	الطلب	PROPN
alkej-1107	279	5	على	على	PROPN
alkej-1107	279	6	طيف	طيف	PROPN
alkej-1107	279	7	الترددات	الترددات	PROPN
alkej-1107	279	8	الراديوية	الراديوية	PROPN
alkej-1107	279	9	المحدود	المحدود	PROPN
alkej-1107	279	10	،	،	PROPN
alkej-1107	279	11	ويخفف	ويخفف	PROPN
alkej-1107	279	12	حتى	حتى	PROPN
alkej-1107	279	13	اآلن	اآلن	NOUN
alkej-1107	279	14	من	من	PROPN
alkej-1107	279	15	حدة	حدة	PROPN
alkej-1107	279	16	مشاكل	مشاكل	PROPN
alkej-1107	279	17	اال	اال	PROPN
alkej-1107	279	18	،	،	PROPN
alkej-1107	279	19	القادرة	القادرة	PROPN
alkej-1107	279	20	على	على	NOUN
alkej-1107	279	21	تحسين	تحسين	NOUN
alkej-1107	279	22	دقة	دقة	NOUN
alkej-1107	279	23	الكشف	الكشف	VERB
alkej-1107	279	24	والوصول	والوصول	PROPN
alkej-1107	279	25	(	(	PUNCT
alkej-1107	279	26	bga	bga	NOUN
alkej-1107	279	27	)	)	PUNCT
alkej-1107	279	28	الطيف	الطيف	NOUN
alkej-1107	279	29	يعتمد	يعتمد	PROPN
alkej-1107	279	30	على	على	NOUN
alkej-1107	279	31	الخوارزمية	الخوارزمية	ADJ
alkej-1107	279	32	الجينية	الجينية	NOUN
alkej-1107	279	33	الثنائيةاالستخدام	الثنائيةاالستخدام	ADP
alkej-1107	279	34	والتداخل	والتداخل	PROPN
alkej-1107	279	35	،	،	PROPN
alkej-1107	279	36	تقدم	تقدم	PROPN
alkej-1107	279	37	هذه	هذه	PROPN
alkej-1107	279	38	األطروحة	األطروحة	NOUN
alkej-1107	279	39	نموذًجا	نموذًجا	NOUN
alkej-1107	279	40	حديثًا	حديثًا	PROPN
alkej-1107	279	41	إلدارة	إلدارة	NOUN
alkej-1107	279	42	crn	crn	PROPN
alkej-1107	279	43	الترميز	الترميز	PROPN
alkej-1107	279	44	الثنائي	الثنائي	PROPN
alkej-1107	279	45	لتحديد	لتحديد	PROPN
alkej-1107	279	46	عوامل	عوامل	NOUN
alkej-1107	279	47	الترجيح	الترجيح	PROPN
alkej-1107	279	48	المثلى	المثلى	PROPN
alkej-1107	279	49	للمستخدمين	للمستخدمين	PROPN
alkej-1107	279	50	الثانويين	الثانويين	ADV
alkej-1107	279	51	في	في	SCONJ
alkej-1107	279	52	سيناريو	سيناريو	PROPN
alkej-1107	279	53	bga	bga	PROPN
alkej-1107	279	54	تتبع	تتبع	VERB
alkej-1107	279	55	.(crns	.(crns	PUNCT
alkej-1107	279	56	)	)	PUNCT
alkej-1107	279	57	التكيفي	التكيفي	ADJ
alkej-1107	279	58	للطيف	للطيف	NOUN
alkej-1107	279	59	في	في	ADP
alkej-1107	279	60	شبكات	شبكات	PROPN
alkej-1107	279	61	الراديو	الراديو	PROPN
alkej-1107	279	62	المعرفية	المعرفية	PROPN
alkej-1107	279	63	دمين	دمين	PROPN
alkej-1107	279	64	الثانويين	الثانويين	PROPN
alkej-1107	279	65	نتائج	نتائج	PROPN
alkej-1107	279	66	بأداء	بأداء	PROPN
alkej-1107	279	67	أسرع	أسرع	PROPN
alkej-1107	279	68	بكثير	بكثير	NOUN
alkej-1107	279	69	وموثوقية	وموثوقية	NOUN
alkej-1107	279	70	أفضل	أفضل	NOUN
alkej-1107	279	71	من	من	PROPN
alkej-1107	279	72	األساليب	األساليب	PROPN
alkej-1107	279	73	الجينية	الجينية	VERB
alkej-1107	279	74	التقليدية	التقليدية	PROPN
alkej-1107	279	75	.	.	PUNCT
alkej-1107	280	1	في	في	DET
alkej-1107	280	2	مخطط	مخطط	PROPN
alkej-1107	280	3	استشعار	استشعار	PROPN
alkej-1107	280	4	الطيف	الطيف	PROPN
alkej-1107	280	5	التعاوني	التعاوني	ADP
alkej-1107	280	6	المقترح	المقترح	NOUN
alkej-1107	280	7	،	،	NOUN
alkej-1107	280	8	سيُرسل	سيُرسل	NOUN
alkej-1107	281	1	العديد	العديد	VERB
alkej-1107	281	2	من	من	INTJ
alkej-1107	281	3	المستخ	المستخ	PROPN
alkej-1107	281	4	على	على	PROPN
alkej-1107	281	5	ضبط	ضبط	PROPN
alkej-1107	281	6	معامالت	معامالت	PROPN
alkej-1107	281	7	الترجيح	الترجيح	PROPN
alkej-1107	281	8	بدقة	بدقة	PROPN
alkej-1107	281	9	عبر	عبر	ADJ
alkej-1107	281	10	آلية	آلية	NOUN
alkej-1107	281	11	دمج	دمج	PROPN
alkej-1107	281	12	القرار	القرار	NOUN
alkej-1107	281	13	الناعم	الناعم	PROPN
alkej-1107	281	14	.	.	PUNCT
alkej-1107	282	1	تتطور	تتطور	PROPN
alkej-1107	282	2	الخوارزمية	الخوارزمية	PROPN
alkej-1107	282	3	bga	bga	PROPN
alkej-1107	282	4	االستشعار	االستشعار	PROPN
alkej-1107	282	5	المحلية	المحلية	PROPN
alkej-1107	282	6	الخاصة	الخاصة	PROPN
alkej-1107	282	7	بهم	بهم	PROPN
alkej-1107	282	8	إلى	إلى	PROPN
alkej-1107	282	9	مركز	مركز	ADJ
alkej-1107	282	10	دمج	دمج	PROPN
alkej-1107	282	11	حيث	حيث	PROPN
alkej-1107	282	12	سيعمل	سيعمل	VERB
alkej-1107	282	13	تحسين	تحسين	NOUN
alkej-1107	282	14	ينية	ينية	ADP
alkej-1107	282	15	إلى	إلى	PROPN
alkej-1107	282	16	آخر	آخر	ADP
alkej-1107	282	17	من	من	PROPN
alkej-1107	282	18	خالل	خالل	PROPN
alkej-1107	282	19	تطبيق	تطبيق	PROPN
alkej-1107	283	1	عمليات	عمليات	PROPN
alkej-1107	283	2	االختيار	االختيار	PROPN
alkej-1107	284	1	والتقاطع	والتقاطع	INTJ
alkej-1107	284	2	والطفرة	والطفرة	PROPN
alkej-1107	284	3	الكتشاف	الكتشاف	PROPN
alkej-1107	284	4	أفضل	أفضل	PROPN
alkej-1107	284	5	تكوين	تكوين	PROPN
alkej-1107	284	6	.	.	PUNCT
alkej-1107	285	1	أُجريت	أُجريت	PROPN
alkej-1107	285	2	تجارب	تجارب	PROPN
alkej-1107	285	3	محاكاة	محاكاة	PROPN
alkej-1107	285	4	مكثفة	مكثفة	PRON
alkej-1107	285	5	لدراسة	لدراسة	PROPN
alkej-1107	285	6	آثار	آثار	PROPN
alkej-1107	285	7	المعلمات	المعلمات	NOUN
alkej-1107	285	8	الج	الج	VERB
alkej-1107	285	9	من	من	NOUN
alkej-1107	285	10	جيل	جيل	NOUN
alkej-1107	286	1	الُمحسَّن	الُمحسَّن	PROPN
alkej-1107	286	2	يُمكنه	يُمكنه	NOUN
alkej-1107	286	3	تحقيق	تحقيق	NOUN
alkej-1107	286	4	احتمالية	احتمالية	VERB
alkej-1107	286	5	كشف	كشف	INTJ
alkej-1107	286	6	تصل	تصل	NOUN
alkej-1107	286	7	إلى	إلى	PROPN
alkej-1107	286	8	bga	bga	PROPN
alkej-1107	286	9	الحرجة	الحرجة	PROPN
alkej-1107	286	10	الحتمالية	الحتمالية	PROPN
alkej-1107	286	11	الطفرة	الطفرة	NOUN
alkej-1107	286	12	ومعدل	ومعدل	PROPN
alkej-1107	286	13	التقاطع	التقاطع	PROPN
alkej-1107	286	14	وحجم	وحجم	PROPN
alkej-1107	286	15	السكان	السكان	PROPN
alkej-1107	286	16	على	على	PROPN
alkej-1107	286	17	قدرة	قدرة	PROPN
alkej-1107	286	18	الكشف	الكشف	NOUN
alkej-1107	286	19	.	.	PUNCT
alkej-1107	287	1	أظهرت	أظهرت	PROPN
alkej-1107	287	2	النتائج	النتائج	PROPN
alkej-1107	287	3	أن	أن	ADP
alkej-1107	287	4	إطار	إطار	VERB
alkej-1107	287	5	عمل	عمل	ADV
alkej-1107	287	6	يبلغ	يبلغ	VERB
alkej-1107	287	7	96	96	NUM
alkej-1107	287	8	%	%	NOUN
alkej-1107	287	9	إنذارات	إنذارات	NOUN
alkej-1107	287	10	خاطئة	خاطئة	PROPN
alkej-1107	287	11	يبلغ	يبلغ	PROPN
alkej-1107	287	12	0.1تقريبًا	0.1تقريبًا	PROPN
alkej-1107	287	13	،	،	PROPN
alkej-1107	287	14	ومعدل	ومعدل	PROPN
alkej-1107	287	15	يبلغ	يبلغ	VERB
alkej-1107	287	16	حوالي	حوالي	ADV
alkej-1107	287	17	0.12	0.12	NUM
alkej-1107	287	18	،	،	NOUN
alkej-1107	287	19	ومعدل	ومعدل	PROPN
alkej-1107	287	20	طفرة	طفرة	ADP
alkej-1107	287	21	بتات	بتات	NOUN
alkej-1107	287	22	إلى	إلى	NOUN
alkej-1107	287	23	⁵⁻	⁵⁻	NOUN
alkej-1107	287	24	10×	10×	NUM
alkej-1107	288	1	7	7	NUM
alkej-1107	288	2	،	،	NOUN
alkej-1107	288	3	ومعدل	ومعدل	PROPN
alkej-1107	288	4	خطأ	خطأ	PROPN
alkej-1107	288	5	اإلشارة	اإلشارة	PROPN
alkej-1107	288	6	نسبة	نسبة	PROPN
alkej-1107	288	7	تكون	تكون	NOUN
alkej-1107	288	8	حتى	حتى	PROPN
alkej-1107	288	9	عندما	عندما	PROPN
alkej-1107	288	10	ة	ة	ADP
alkej-1107	288	11	عند	عند	NOUN
alkej-1107	288	12	اختبارها	اختبارها	VERB
alkej-1107	288	13	مقابل	مقابل	PROPN
alkej-1107	288	14	خوارزميات	خوارزميات	PROPN
alkej-1107	288	15	قًا	قًا	X
alkej-1107	289	1	واضًحا	واضًحا	ADP
alkej-1107	289	2	للخوارزمية	للخوارزمية	ADJ
alkej-1107	289	3	المقترحديسيبل	المقترحديسيبل	NOUN
alkej-1107	289	4	.	.	PUNCT
alkej-1107	290	1	باإلضافة	باإلضافة	PROPN
alkej-1107	290	2	إلى	إلى	PROPN
alkej-1107	290	3	ذلك	ذلك	PROPN
alkej-1107	290	4	،	،	PROPN
alkej-1107	290	5	أظهر	أظهر	PROPN
alkej-1107	290	6	التقييم	التقييم	PROPN
alkej-1107	290	7	المقارن	المقارن	PROPN
alkej-1107	290	8	تفو	تفو	NUM
alkej-1107	290	9	15	15	NUM
alkej-1107	290	10	-	-	PUNCT
alkej-1107	290	11	الضوضاء	الضوضاء	NOUN
alkej-1107	290	12	منخفضة	منخفضة	NOUN
alkej-1107	290	13	للغاية	للغاية	X
alkej-1107	290	14	عند	عند	PROPN
alkej-1107	290	15	ء	ء	PROPN
alkej-1107	290	16	.	.	PUNCT
alkej-1107	291	1	كما	كما	PROPN
alkej-1107	291	2	يؤكد	يؤكد	PROPN
alkej-1107	291	3	تقليدية	تقليدية	PROPN
alkej-1107	291	4	مثل	مثل	PROPN
alkej-1107	291	5	كشف	كشف	VERB
alkej-1107	291	6	الطاقة	الطاقة	PROPN
alkej-1107	291	7	،	،	PROPN
alkej-1107	291	8	والترشيح	والترشيح	PROPN
alkej-1107	291	9	المتطابق	المتطابق	PROPN
alkej-1107	291	10	،	،	PROPN
alkej-1107	291	11	وااللتواءات	وااللتواءات	PROPN
alkej-1107	292	1	القائمة	القائمة	AUX
alkej-1107	292	2	على	على	NUM
alkej-1107	292	3	الشبكات	الشبكات	PROPN
alkej-1107	292	4	العصبية	العصبية	PROPN
alkej-1107	292	5	،	،	PROPN
alkej-1107	292	6	وذلك	وذلك	PROPN
alkej-1107	292	7	عند	عند	PROPN
alkej-1107	292	8	تعريضها	تعريضها	VERB
alkej-1107	292	9	لظروف	لظروف	NOUN
alkej-1107	292	10	صعبة	صعبة	NOUN
alkej-1107	292	11	ومعرضة	ومعرضة	INTJ
alkej-1107	292	12	للضوضا	للضوضا	PROPN
alkej-1107	292	13	،	،	PROPN
alkej-1107	292	14	ويقدم	ويقدم	PROPN
alkej-1107	292	15	حالً	حالً	PROPN
alkej-1107	292	16	قابالً	قابالً	PROPN
alkej-1107	292	17	للتطوير	للتطوير	PROPN
alkej-1107	292	18	إلدارة	إلدارة	PROPN
alkej-1107	292	19	الطيف	الطيف	PROPN
alkej-1107	292	20	في	في	ADP
alkej-1107	292	21	أنظمة	أنظمة	PROPN
alkej-1107	292	22	الجيل	الجيل	PROPN
alkej-1107	292	23	الخامس	الخامس	PROPN
alkej-1107	292	24	cr	cr	PROPN
alkej-1107	292	25	هذا	هذا	PROPN
alkej-1107	292	26	العمل	العمل	VERB
alkej-1107	292	27	على	على	PROPN
alkej-1107	292	28	إمكانية	إمكانية	SCONJ
alkej-1107	292	29	تطبيق	تطبيق	PROPN
alkej-1107	292	30	الخوارزميات	الخوارزميات	PROPN
alkej-1107	292	31	التطورية	التطورية	VERB
alkej-1107	293	1	في	في	DET
alkej-1107	293	2	تعزيز	تعزيز	NOUN
alkej-1107	293	3	الذكاء	الذكاء	VERB
alkej-1107	293	4	المعرفي	المعرفي	PROPN
alkej-1107	293	5	ألجهزة	ألجهزة	PROPN
alkej-1107	293	6	.الحالية	.الحالية	PROPN
alkej-1107	293	7	وأطر	وأطر	PROPN
alkej-1107	293	8	الجيل	الجيل	VERB
alkej-1107	293	9	السادس	السادس	NOUN
alkej-1107	293	10	المستقبلية	المستقبلية	NOUN
alkej-1107	293	11	mailto:ahmed.thabit@mtu.edu.iq	mailto:ahmed.thabit@mtu.edu.iq	PUNCT