id	sid	tid	token	lemma	pos
fuelectenerg-12782	1	1	12782	12782	NUM
fuelectenerg-12782	1	2	facta	facta	PROPN
fuelectenerg-12782	1	3	universitatis	universitatis	PROPN
fuelectenerg-12782	1	4	series	series	NOUN
fuelectenerg-12782	1	5	:	:	PUNCT
fuelectenerg-12782	1	6	electronics	electronic	NOUN
fuelectenerg-12782	1	7	and	and	CCONJ
fuelectenerg-12782	1	8	energetics	energetic	NOUN
fuelectenerg-12782	1	9	vol	vol	NOUN
fuelectenerg-12782	1	10	.	.	PUNCT
fuelectenerg-12782	1	11	38	38	NUM
fuelectenerg-12782	1	12	,	,	PUNCT
fuelectenerg-12782	1	13	no	no	DET
fuelectenerg-12782	1	14	1	1	NUM
fuelectenerg-12782	1	15	,	,	PUNCT
fuelectenerg-12782	1	16	march	march	PROPN
fuelectenerg-12782	1	17	2025	2025	NUM
fuelectenerg-12782	1	18	,	,	PUNCT
fuelectenerg-12782	1	19	pp	pp	ADV
fuelectenerg-12782	1	20	.	.	PUNCT
fuelectenerg-12782	2	1	53	53	NUM
fuelectenerg-12782	2	2	69	69	NUM
fuelectenerg-12782	2	3	https://doi.org/10.2298/fuee2501053s	https://doi.org/10.2298/fuee2501053s	PROPN
fuelectenerg-12782	2	4	©	©	PROPN
fuelectenerg-12782	2	5	2025	2025	NUM
fuelectenerg-12782	2	6	by	by	ADP
fuelectenerg-12782	2	7	university	university	PROPN
fuelectenerg-12782	2	8	of	of	ADP
fuelectenerg-12782	2	9	niš	niš	PROPN
fuelectenerg-12782	2	10	,	,	PUNCT
fuelectenerg-12782	2	11	serbia	serbia	PROPN
fuelectenerg-12782	2	12	|	|	ADV
fuelectenerg-12782	2	13	creative	creative	ADJ
fuelectenerg-12782	2	14	commons	common	NOUN
fuelectenerg-12782	2	15	license	license	NOUN
fuelectenerg-12782	2	16	:	:	PUNCT
fuelectenerg-12782	2	17	cc	cc	VERB
fuelectenerg-12782	2	18	by	by	ADP
fuelectenerg-12782	2	19	-	-	PUNCT
fuelectenerg-12782	2	20	nc	nc	VERB
fuelectenerg-12782	2	21	-	-	PUNCT
fuelectenerg-12782	2	22	nd	nd	ADV
fuelectenerg-12782	2	23	original	original	ADJ
fuelectenerg-12782	2	24	scientific	scientific	ADJ
fuelectenerg-12782	2	25	paper	paper	NOUN
fuelectenerg-12782	2	26	analysis	analysis	NOUN
fuelectenerg-12782	2	27	of	of	ADP
fuelectenerg-12782	2	28	dgs	dgs	NOUN
fuelectenerg-12782	2	29	based	base	VERB
fuelectenerg-12782	2	30	rectangular	rectangular	ADJ
fuelectenerg-12782	2	31	patch	patch	NOUN
fuelectenerg-12782	2	32	antenna	antenna	NOUN
fuelectenerg-12782	2	33	with	with	ADP
fuelectenerg-12782	2	34	artificial	artificial	ADJ
fuelectenerg-12782	2	35	neural	neural	ADJ
fuelectenerg-12782	2	36	network	network	NOUN
fuelectenerg-12782	2	37	for	for	ADP
fuelectenerg-12782	2	38	wireless	wireless	ADJ
fuelectenerg-12782	2	39	communication	communication	NOUN
fuelectenerg-12782	2	40	chandra	chandra	PROPN
fuelectenerg-12782	2	41	pratap	pratap	PROPN
fuelectenerg-12782	2	42	singh1	singh1	PROPN
fuelectenerg-12782	2	43	,	,	PUNCT
fuelectenerg-12782	2	44	rakesh	rakesh	PROPN
fuelectenerg-12782	2	45	kumar	kumar	PROPN
fuelectenerg-12782	2	46	dwivedi2	dwivedi2	PROPN
fuelectenerg-12782	2	47	,	,	PUNCT
fuelectenerg-12782	2	48	alka	alka	PROPN
fuelectenerg-12782	2	49	verma1	verma1	NOUN
fuelectenerg-12782	2	50	,	,	PUNCT
fuelectenerg-12782	2	51	pinku	pinku	PROPN
fuelectenerg-12782	2	52	ranjan3	ranjan3	NOUN
fuelectenerg-12782	2	53	1department	1department	NUM
fuelectenerg-12782	2	54	of	of	ADP
fuelectenerg-12782	2	55	electronics	electronics	PROPN
fuelectenerg-12782	2	56	&	&	CCONJ
fuelectenerg-12782	2	57	communication	communication	PROPN
fuelectenerg-12782	2	58	engineering	engineering	NOUN
fuelectenerg-12782	2	59	,	,	PUNCT
fuelectenerg-12782	2	60	teerthanker	teerthanker	NOUN
fuelectenerg-12782	2	61	mahaveer	mahaveer	PROPN
fuelectenerg-12782	2	62	university	university	PROPN
fuelectenerg-12782	2	63	,	,	PUNCT
fuelectenerg-12782	2	64	moradabad	moradabad	PROPN
fuelectenerg-12782	2	65	,	,	PUNCT
fuelectenerg-12782	2	66	india	india	PROPN
fuelectenerg-12782	2	67	2department	2department	NUM
fuelectenerg-12782	2	68	of	of	ADP
fuelectenerg-12782	2	69	computer	computer	NOUN
fuelectenerg-12782	2	70	science	science	PROPN
fuelectenerg-12782	2	71	&	&	CCONJ
fuelectenerg-12782	2	72	engineering	engineering	PROPN
fuelectenerg-12782	2	73	,	,	PUNCT
fuelectenerg-12782	2	74	teerthanker	teerthanker	NOUN
fuelectenerg-12782	2	75	mahaveer	mahaveer	PROPN
fuelectenerg-12782	2	76	university	university	PROPN
fuelectenerg-12782	2	77	,	,	PUNCT
fuelectenerg-12782	2	78	moradabad	moradabad	PROPN
fuelectenerg-12782	2	79	,	,	PUNCT
fuelectenerg-12782	2	80	india	india	PROPN
fuelectenerg-12782	2	81	3department	3department	PROPN
fuelectenerg-12782	2	82	of	of	ADP
fuelectenerg-12782	2	83	electrical	electrical	ADJ
fuelectenerg-12782	2	84	and	and	CCONJ
fuelectenerg-12782	2	85	electronics	electronic	NOUN
fuelectenerg-12782	2	86	engineering	engineering	NOUN
fuelectenerg-12782	2	87	,	,	PUNCT
fuelectenerg-12782	2	88	abvindian	abvindian	PROPN
fuelectenerg-12782	2	89	institute	institute	PROPN
fuelectenerg-12782	2	90	of	of	ADP
fuelectenerg-12782	2	91	information	information	NOUN
fuelectenerg-12782	2	92	technology	technology	NOUN
fuelectenerg-12782	2	93	and	and	CCONJ
fuelectenerg-12782	2	94	management	management	NOUN
fuelectenerg-12782	2	95	,	,	PUNCT
fuelectenerg-12782	2	96	gwalior	gwalior	PROPN
fuelectenerg-12782	2	97	(	(	PUNCT
fuelectenerg-12782	2	98	mp	mp	PROPN
fuelectenerg-12782	2	99	)	)	PUNCT
fuelectenerg-12782	2	100	,	,	PUNCT
fuelectenerg-12782	2	101	india	india	PROPN
fuelectenerg-12782	2	102	orcid	orcid	PROPN
fuelectenerg-12782	2	103	ids	ids	PROPN
fuelectenerg-12782	2	104	:	:	PUNCT
fuelectenerg-12782	2	105	chandra	chandra	PROPN
fuelectenerg-12782	2	106	pratap	pratap	PROPN
fuelectenerg-12782	2	107	singh	singh	PROPN
fuelectenerg-12782	2	108	n	n	PROPN
fuelectenerg-12782	2	109	/	/	SYM
fuelectenerg-12782	2	110	a	a	DET
fuelectenerg-12782	2	111	rakesh	rakesh	PROPN
fuelectenerg-12782	2	112	kumar	kumar	PROPN
fuelectenerg-12782	2	113	dwivedi	dwivedi	PROPN
fuelectenerg-12782	2	114	https://orcid.org/0000-0003-0745-9706	https://orcid.org/0000-0003-0745-9706	PROPN
fuelectenerg-12782	2	115	alka	alka	PROPN
fuelectenerg-12782	2	116	verma	verma	PROPN
fuelectenerg-12782	2	117	https://orcid.org/0000-0002-0726-2017	https://orcid.org/0000-0002-0726-2017	PROPN
fuelectenerg-12782	2	118	pinku	pinku	PROPN
fuelectenerg-12782	2	119	ranjan	ranjan	PROPN
fuelectenerg-12782	2	120	https://orcid.org/0000-0002-1422-5943	https://orcid.org/0000-0002-1422-5943	PROPN
fuelectenerg-12782	2	121	abstract	abstract	NOUN
fuelectenerg-12782	2	122	.	.	PUNCT
fuelectenerg-12782	3	1	this	this	DET
fuelectenerg-12782	3	2	paper	paper	NOUN
fuelectenerg-12782	3	3	presents	present	VERB
fuelectenerg-12782	3	4	a	a	DET
fuelectenerg-12782	3	5	defected	defected	ADJ
fuelectenerg-12782	3	6	rectangular	rectangular	ADJ
fuelectenerg-12782	3	7	microstrip	microstrip	NOUN
fuelectenerg-12782	3	8	antenna	antenna	NOUN
fuelectenerg-12782	3	9	(	(	PUNCT
fuelectenerg-12782	3	10	rmsa	rmsa	NOUN
fuelectenerg-12782	3	11	)	)	PUNCT
fuelectenerg-12782	3	12	with	with	ADP
fuelectenerg-12782	3	13	dimensions	dimension	NOUN
fuelectenerg-12782	3	14	of	of	ADP
fuelectenerg-12782	3	15	18x18x1.6	18x18x1.6	NUM
fuelectenerg-12782	3	16	mm³	mm³	PROPN
fuelectenerg-12782	3	17	,	,	PUNCT
fuelectenerg-12782	3	18	designed	design	VERB
fuelectenerg-12782	3	19	to	to	PART
fuelectenerg-12782	3	20	operate	operate	VERB
fuelectenerg-12782	3	21	at	at	ADP
fuelectenerg-12782	3	22	a	a	DET
fuelectenerg-12782	3	23	center	center	ADJ
fuelectenerg-12782	3	24	frequency	frequency	NOUN
fuelectenerg-12782	3	25	of	of	ADP
fuelectenerg-12782	3	26	7	7	NUM
fuelectenerg-12782	3	27	ghz	ghz	NOUN
fuelectenerg-12782	3	28	and	and	CCONJ
fuelectenerg-12782	3	29	within	within	ADP
fuelectenerg-12782	3	30	a	a	DET
fuelectenerg-12782	3	31	range	range	NOUN
fuelectenerg-12782	3	32	of	of	ADP
fuelectenerg-12782	3	33	4.8	4.8	NUM
fuelectenerg-12782	3	34	ghz	ghz	NOUN
fuelectenerg-12782	3	35	to	to	ADP
fuelectenerg-12782	3	36	10.37	10.37	NUM
fuelectenerg-12782	3	37	ghz	ghz	NOUN
fuelectenerg-12782	3	38	for	for	ADP
fuelectenerg-12782	3	39	wireless	wireless	ADJ
fuelectenerg-12782	3	40	applications	application	NOUN
fuelectenerg-12782	3	41	.	.	PUNCT
fuelectenerg-12782	4	1	the	the	DET
fuelectenerg-12782	4	2	antenna	antenna	NOUN
fuelectenerg-12782	4	3	's	's	PART
fuelectenerg-12782	4	4	performance	performance	NOUN
fuelectenerg-12782	4	5	is	be	AUX
fuelectenerg-12782	4	6	evaluated	evaluate	VERB
fuelectenerg-12782	4	7	using	use	VERB
fuelectenerg-12782	4	8	an	an	DET
fuelectenerg-12782	4	9	artificial	artificial	ADJ
fuelectenerg-12782	4	10	neural	neural	ADJ
fuelectenerg-12782	4	11	network	network	NOUN
fuelectenerg-12782	4	12	(	(	PUNCT
fuelectenerg-12782	4	13	ann	ann	PROPN
fuelectenerg-12782	4	14	)	)	PUNCT
fuelectenerg-12782	4	15	model	model	NOUN
fuelectenerg-12782	4	16	,	,	PUNCT
fuelectenerg-12782	4	17	which	which	PRON
fuelectenerg-12782	4	18	provides	provide	VERB
fuelectenerg-12782	4	19	fast	fast	ADJ
fuelectenerg-12782	4	20	predictions	prediction	NOUN
fuelectenerg-12782	4	21	of	of	ADP
fuelectenerg-12782	4	22	s11	s11	NOUN
fuelectenerg-12782	4	23	values	value	NOUN
fuelectenerg-12782	4	24	.	.	PUNCT
fuelectenerg-12782	5	1	the	the	DET
fuelectenerg-12782	5	2	ann	ann	PROPN
fuelectenerg-12782	5	3	model	model	NOUN
fuelectenerg-12782	5	4	is	be	AUX
fuelectenerg-12782	5	5	trained	train	VERB
fuelectenerg-12782	5	6	on	on	ADP
fuelectenerg-12782	5	7	data	datum	NOUN
fuelectenerg-12782	5	8	from	from	ADP
fuelectenerg-12782	5	9	fullwave	fullwave	ADJ
fuelectenerg-12782	5	10	electromagnetic	electromagnetic	ADJ
fuelectenerg-12782	5	11	simulations	simulation	NOUN
fuelectenerg-12782	5	12	.	.	PUNCT
fuelectenerg-12782	6	1	five	five	NUM
fuelectenerg-12782	6	2	ann	ann	PROPN
fuelectenerg-12782	6	3	algorithms	algorithm	NOUN
fuelectenerg-12782	6	4	—	—	PUNCT
fuelectenerg-12782	6	5	adaptive	adaptive	ADJ
fuelectenerg-12782	6	6	moment	moment	NOUN
fuelectenerg-12782	6	7	optimizer	optimizer	NOUN
fuelectenerg-12782	6	8	,	,	PUNCT
fuelectenerg-12782	6	9	scaled	scale	VERB
fuelectenerg-12782	6	10	conjugate	conjugate	ADJ
fuelectenerg-12782	6	11	gradient	gradient	NOUN
fuelectenerg-12782	6	12	,	,	PUNCT
fuelectenerg-12782	6	13	bayesian	bayesian	NOUN
fuelectenerg-12782	6	14	black	black	ADJ
fuelectenerg-12782	6	15	-	-	PUNCT
fuelectenerg-12782	6	16	box	box	NOUN
fuelectenerg-12782	6	17	optimization	optimization	NOUN
fuelectenerg-12782	6	18	,	,	PUNCT
fuelectenerg-12782	6	19	levenberg	levenberg	PROPN
fuelectenerg-12782	6	20	-	-	PUNCT
fuelectenerg-12782	6	21	marquardt	marquardt	PROPN
fuelectenerg-12782	6	22	algorithm	algorithm	NOUN
fuelectenerg-12782	6	23	,	,	PUNCT
fuelectenerg-12782	6	24	and	and	CCONJ
fuelectenerg-12782	6	25	resilient	resilient	ADJ
fuelectenerg-12782	6	26	backpropagation	backpropagation	NOUN
fuelectenerg-12782	6	27	—	—	PUNCT
fuelectenerg-12782	6	28	were	be	AUX
fuelectenerg-12782	6	29	used	use	VERB
fuelectenerg-12782	6	30	to	to	PART
fuelectenerg-12782	6	31	assess	assess	VERB
fuelectenerg-12782	6	32	the	the	DET
fuelectenerg-12782	6	33	model	model	NOUN
fuelectenerg-12782	6	34	's	's	PART
fuelectenerg-12782	6	35	accuracy	accuracy	NOUN
fuelectenerg-12782	6	36	in	in	ADP
fuelectenerg-12782	6	37	predicting	predict	VERB
fuelectenerg-12782	6	38	s11	s11	PROPN
fuelectenerg-12782	6	39	.	.	PUNCT
fuelectenerg-12782	7	1	the	the	DET
fuelectenerg-12782	7	2	results	result	NOUN
fuelectenerg-12782	7	3	show	show	VERB
fuelectenerg-12782	7	4	that	that	SCONJ
fuelectenerg-12782	7	5	resilient	resilient	ADJ
fuelectenerg-12782	7	6	backpropagation	backpropagation	NOUN
fuelectenerg-12782	7	7	delivers	deliver	VERB
fuelectenerg-12782	7	8	the	the	DET
fuelectenerg-12782	7	9	best	good	ADJ
fuelectenerg-12782	7	10	prediction	prediction	NOUN
fuelectenerg-12782	7	11	,	,	PUNCT
fuelectenerg-12782	7	12	closely	closely	ADV
fuelectenerg-12782	7	13	matching	match	VERB
fuelectenerg-12782	7	14	both	both	CCONJ
fuelectenerg-12782	7	15	the	the	DET
fuelectenerg-12782	7	16	electromagnetic	electromagnetic	ADJ
fuelectenerg-12782	7	17	simulations	simulation	NOUN
fuelectenerg-12782	7	18	and	and	CCONJ
fuelectenerg-12782	7	19	experimental	experimental	ADJ
fuelectenerg-12782	7	20	measurements	measurement	NOUN
fuelectenerg-12782	7	21	,	,	PUNCT
fuelectenerg-12782	7	22	demonstrating	demonstrate	VERB
fuelectenerg-12782	7	23	strong	strong	ADJ
fuelectenerg-12782	7	24	agreement	agreement	NOUN
fuelectenerg-12782	7	25	.	.	PUNCT
fuelectenerg-12782	8	1	key	key	ADJ
fuelectenerg-12782	8	2	words	word	NOUN
fuelectenerg-12782	8	3	:	:	PUNCT
fuelectenerg-12782	8	4	artificial	artificial	ADJ
fuelectenerg-12782	8	5	neural	neural	ADJ
fuelectenerg-12782	8	6	network	network	NOUN
fuelectenerg-12782	8	7	,	,	PUNCT
fuelectenerg-12782	8	8	bandwidth	bandwidth	NOUN
fuelectenerg-12782	8	9	,	,	PUNCT
fuelectenerg-12782	8	10	optimization	optimization	NOUN
fuelectenerg-12782	8	11	,	,	PUNCT
fuelectenerg-12782	8	12	microstrip	microstrip	NOUN
fuelectenerg-12782	8	13	antenna	antenna	NOUN
fuelectenerg-12782	8	14	received	receive	VERB
fuelectenerg-12782	8	15	june	june	PROPN
fuelectenerg-12782	8	16	14	14	NUM
fuelectenerg-12782	8	17	,	,	PUNCT
fuelectenerg-12782	8	18	2024	2024	NUM
fuelectenerg-12782	8	19	;	;	PUNCT
fuelectenerg-12782	8	20	revised	revise	VERB
fuelectenerg-12782	8	21	september	september	PROPN
fuelectenerg-12782	8	22	11	11	NUM
fuelectenerg-12782	8	23	,	,	PUNCT
fuelectenerg-12782	8	24	2024	2024	NUM
fuelectenerg-12782	8	25	and	and	CCONJ
fuelectenerg-12782	8	26	october	october	PROPN
fuelectenerg-12782	8	27	14	14	NUM
fuelectenerg-12782	8	28	,	,	PUNCT
fuelectenerg-12782	8	29	2024	2024	NUM
fuelectenerg-12782	8	30	;	;	PUNCT
fuelectenerg-12782	8	31	accepted	accept	VERB
fuelectenerg-12782	8	32	november	november	PROPN
fuelectenerg-12782	8	33	21	21	NUM
fuelectenerg-12782	8	34	,	,	PUNCT
fuelectenerg-12782	8	35	2024	2024	NUM
fuelectenerg-12782	8	36	corresponding	correspond	VERB
fuelectenerg-12782	8	37	author	author	NOUN
fuelectenerg-12782	8	38	:	:	PUNCT
fuelectenerg-12782	8	39	pinku	pinku	PROPN
fuelectenerg-12782	8	40	ranjan	ranjan	PROPN
fuelectenerg-12782	8	41	department	department	PROPN
fuelectenerg-12782	8	42	of	of	ADP
fuelectenerg-12782	8	43	electrical	electrical	ADJ
fuelectenerg-12782	8	44	and	and	CCONJ
fuelectenerg-12782	8	45	electronics	electronic	NOUN
fuelectenerg-12782	8	46	engineering	engineering	NOUN
fuelectenerg-12782	8	47	,	,	PUNCT
fuelectenerg-12782	8	48	abvindian	abvindian	PROPN
fuelectenerg-12782	8	49	institute	institute	PROPN
fuelectenerg-12782	8	50	of	of	ADP
fuelectenerg-12782	8	51	information	information	NOUN
fuelectenerg-12782	8	52	technology	technology	NOUN
fuelectenerg-12782	8	53	and	and	CCONJ
fuelectenerg-12782	8	54	management	management	NOUN
fuelectenerg-12782	8	55	,	,	PUNCT
fuelectenerg-12782	8	56	gwalior	gwalior	PROPN
fuelectenerg-12782	8	57	(	(	PUNCT
fuelectenerg-12782	8	58	m.p	m.p	PROPN
fuelectenerg-12782	8	59	.	.	PROPN
fuelectenerg-12782	8	60	)	)	PUNCT
fuelectenerg-12782	8	61	,	,	PUNCT
fuelectenerg-12782	8	62	india	india	PROPN
fuelectenerg-12782	8	63	e	e	PROPN
fuelectenerg-12782	8	64	-	-	NOUN
fuelectenerg-12782	8	65	mail	mail	NOUN
fuelectenerg-12782	8	66	:	:	PUNCT
fuelectenerg-12782	8	67	pinkuranjan@iiitm.ac.in	pinkuranjan@iiitm.ac.in	PUNCT
fuelectenerg-12782	8	68	https://orcid.org/0000-0003-0745-9706	https://orcid.org/0000-0003-0745-9706	PROPN
fuelectenerg-12782	8	69	mailto:pinkuranjan@iiitm.ac.in	mailto:pinkuranjan@iiitm.ac.in	PROPN
fuelectenerg-12782	8	70	54	54	NUM
fuelectenerg-12782	8	71	c.	c.	PROPN
fuelectenerg-12782	8	72	p.	p.	PROPN
fuelectenerg-12782	8	73	singh	singh	PROPN
fuelectenerg-12782	8	74	,	,	PUNCT
fuelectenerg-12782	8	75	r.	r.	PROPN
fuelectenerg-12782	8	76	k.	k.	PROPN
fuelectenerg-12782	8	77	dwivedi	dwivedi	PROPN
fuelectenerg-12782	8	78	,	,	PUNCT
fuelectenerg-12782	8	79	a.	a.	PROPN
fuelectenerg-12782	8	80	verma	verma	PROPN
fuelectenerg-12782	8	81	,	,	PUNCT
fuelectenerg-12782	8	82	p.	p.	PROPN
fuelectenerg-12782	8	83	ranjan	ranjan	PROPN
fuelectenerg-12782	8	84	1	1	NUM
fuelectenerg-12782	8	85	.	.	PUNCT
fuelectenerg-12782	9	1	introduction	introduction	NOUN
fuelectenerg-12782	9	2	global	global	ADJ
fuelectenerg-12782	9	3	communication	communication	NOUN
fuelectenerg-12782	9	4	is	be	AUX
fuelectenerg-12782	9	5	rapidly	rapidly	ADV
fuelectenerg-12782	9	6	evolving	evolve	VERB
fuelectenerg-12782	9	7	,	,	PUNCT
fuelectenerg-12782	9	8	with	with	ADP
fuelectenerg-12782	9	9	wireless	wireless	ADJ
fuelectenerg-12782	9	10	technologies	technology	NOUN
fuelectenerg-12782	9	11	playing	play	VERB
fuelectenerg-12782	9	12	an	an	DET
fuelectenerg-12782	9	13	increasingly	increasingly	ADV
fuelectenerg-12782	9	14	dominant	dominant	ADJ
fuelectenerg-12782	9	15	role	role	NOUN
fuelectenerg-12782	9	16	.	.	PUNCT
fuelectenerg-12782	10	1	this	this	DET
fuelectenerg-12782	10	2	shift	shift	NOUN
fuelectenerg-12782	10	3	is	be	AUX
fuelectenerg-12782	10	4	largely	largely	ADV
fuelectenerg-12782	10	5	due	due	ADJ
fuelectenerg-12782	10	6	to	to	ADP
fuelectenerg-12782	10	7	the	the	DET
fuelectenerg-12782	10	8	continuous	continuous	ADJ
fuelectenerg-12782	10	9	advancements	advancement	NOUN
fuelectenerg-12782	10	10	in	in	ADP
fuelectenerg-12782	10	11	wireless	wireless	ADJ
fuelectenerg-12782	10	12	systems	system	NOUN
fuelectenerg-12782	10	13	,	,	PUNCT
fuelectenerg-12782	10	14	where	where	SCONJ
fuelectenerg-12782	10	15	antennas	antenna	NOUN
fuelectenerg-12782	10	16	are	be	AUX
fuelectenerg-12782	10	17	pivotal	pivotal	ADJ
fuelectenerg-12782	10	18	in	in	ADP
fuelectenerg-12782	10	19	enabling	enable	VERB
fuelectenerg-12782	10	20	wireless	wireless	ADJ
fuelectenerg-12782	10	21	connectivity	connectivity	NOUN
fuelectenerg-12782	10	22	across	across	ADP
fuelectenerg-12782	10	23	various	various	ADJ
fuelectenerg-12782	10	24	devices	device	NOUN
fuelectenerg-12782	10	25	and	and	CCONJ
fuelectenerg-12782	10	26	platforms	platform	NOUN
fuelectenerg-12782	10	27	by	by	ADP
fuelectenerg-12782	10	28	emitting	emit	VERB
fuelectenerg-12782	10	29	electromagnetic	electromagnetic	ADJ
fuelectenerg-12782	10	30	waves	wave	NOUN
fuelectenerg-12782	10	31	in	in	ADP
fuelectenerg-12782	10	32	targeted	target	VERB
fuelectenerg-12782	10	33	directions	direction	NOUN
fuelectenerg-12782	10	34	.	.	PUNCT
fuelectenerg-12782	11	1	among	among	ADP
fuelectenerg-12782	11	2	various	various	ADJ
fuelectenerg-12782	11	3	antenna	antenna	NOUN
fuelectenerg-12782	11	4	types	type	NOUN
fuelectenerg-12782	11	5	,	,	PUNCT
fuelectenerg-12782	11	6	microstrip	microstrip	NOUN
fuelectenerg-12782	11	7	patch	patch	NOUN
fuelectenerg-12782	11	8	antennas	antennas	PROPN
fuelectenerg-12782	11	9	(	(	PUNCT
fuelectenerg-12782	11	10	mpas	mpas	PROPN
fuelectenerg-12782	11	11	)	)	PUNCT
fuelectenerg-12782	11	12	are	be	AUX
fuelectenerg-12782	11	13	particularly	particularly	ADV
fuelectenerg-12782	11	14	valued	value	VERB
fuelectenerg-12782	11	15	for	for	ADP
fuelectenerg-12782	11	16	their	their	PRON
fuelectenerg-12782	11	17	distinctive	distinctive	ADJ
fuelectenerg-12782	11	18	characteristics	characteristic	NOUN
fuelectenerg-12782	11	19	,	,	PUNCT
fuelectenerg-12782	11	20	making	make	VERB
fuelectenerg-12782	11	21	them	they	PRON
fuelectenerg-12782	11	22	a	a	DET
fuelectenerg-12782	11	23	preferred	preferred	ADJ
fuelectenerg-12782	11	24	choice	choice	NOUN
fuelectenerg-12782	11	25	in	in	ADP
fuelectenerg-12782	11	26	modern	modern	ADJ
fuelectenerg-12782	11	27	communication	communication	NOUN
fuelectenerg-12782	11	28	systems	system	NOUN
fuelectenerg-12782	11	29	.	.	PUNCT
fuelectenerg-12782	12	1	mpas	mpas	PROPN
fuelectenerg-12782	12	2	are	be	AUX
fuelectenerg-12782	12	3	known	know	VERB
fuelectenerg-12782	12	4	for	for	ADP
fuelectenerg-12782	12	5	their	their	PRON
fuelectenerg-12782	12	6	lightweight	lightweight	ADJ
fuelectenerg-12782	12	7	design	design	NOUN
fuelectenerg-12782	12	8	,	,	PUNCT
fuelectenerg-12782	12	9	cost	cost	NOUN
fuelectenerg-12782	12	10	-	-	PUNCT
fuelectenerg-12782	12	11	efficiency	efficiency	NOUN
fuelectenerg-12782	12	12	,	,	PUNCT
fuelectenerg-12782	12	13	compactness	compactness	NOUN
fuelectenerg-12782	12	14	,	,	PUNCT
fuelectenerg-12782	12	15	ease	ease	NOUN
fuelectenerg-12782	12	16	of	of	ADP
fuelectenerg-12782	12	17	manufacturing	manufacturing	NOUN
fuelectenerg-12782	12	18	,	,	PUNCT
fuelectenerg-12782	12	19	and	and	CCONJ
fuelectenerg-12782	12	20	adaptability	adaptability	NOUN
fuelectenerg-12782	12	21	to	to	ADP
fuelectenerg-12782	12	22	both	both	CCONJ
fuelectenerg-12782	12	23	flat	flat	ADJ
fuelectenerg-12782	12	24	and	and	CCONJ
fuelectenerg-12782	12	25	curved	curved	ADJ
fuelectenerg-12782	12	26	surfaces	surface	NOUN
fuelectenerg-12782	12	27	.	.	PUNCT
fuelectenerg-12782	13	1	these	these	DET
fuelectenerg-12782	13	2	features	feature	NOUN
fuelectenerg-12782	13	3	make	make	VERB
fuelectenerg-12782	13	4	them	they	PRON
fuelectenerg-12782	13	5	suitable	suitable	ADJ
fuelectenerg-12782	13	6	for	for	ADP
fuelectenerg-12782	13	7	a	a	DET
fuelectenerg-12782	13	8	wide	wide	ADJ
fuelectenerg-12782	13	9	range	range	NOUN
fuelectenerg-12782	13	10	of	of	ADP
fuelectenerg-12782	13	11	applications	application	NOUN
fuelectenerg-12782	13	12	,	,	PUNCT
fuelectenerg-12782	13	13	including	include	VERB
fuelectenerg-12782	13	14	radar	radar	NOUN
fuelectenerg-12782	13	15	systems	system	NOUN
fuelectenerg-12782	13	16	,	,	PUNCT
fuelectenerg-12782	13	17	medical	medical	ADJ
fuelectenerg-12782	13	18	devices	device	NOUN
fuelectenerg-12782	13	19	,	,	PUNCT
fuelectenerg-12782	13	20	aerospace	aerospace	NOUN
fuelectenerg-12782	13	21	technology	technology	NOUN
fuelectenerg-12782	13	22	,	,	PUNCT
fuelectenerg-12782	13	23	rfid	rfid	NOUN
fuelectenerg-12782	13	24	systems	system	NOUN
fuelectenerg-12782	13	25	,	,	PUNCT
fuelectenerg-12782	13	26	and	and	CCONJ
fuelectenerg-12782	13	27	automotive	automotive	ADJ
fuelectenerg-12782	13	28	communication	communication	NOUN
fuelectenerg-12782	13	29	.	.	PUNCT
fuelectenerg-12782	14	1	the	the	DET
fuelectenerg-12782	14	2	design	design	NOUN
fuelectenerg-12782	14	3	of	of	ADP
fuelectenerg-12782	14	4	mpas	mpas	PROPN
fuelectenerg-12782	14	5	can	can	AUX
fuelectenerg-12782	14	6	vary	vary	VERB
fuelectenerg-12782	14	7	,	,	PUNCT
fuelectenerg-12782	14	8	with	with	ADP
fuelectenerg-12782	14	9	common	common	ADJ
fuelectenerg-12782	14	10	shapes	shape	NOUN
fuelectenerg-12782	14	11	such	such	ADJ
fuelectenerg-12782	14	12	as	as	ADP
fuelectenerg-12782	14	13	rectangular	rectangular	ADJ
fuelectenerg-12782	14	14	,	,	PUNCT
fuelectenerg-12782	14	15	circular	circular	ADJ
fuelectenerg-12782	14	16	,	,	PUNCT
fuelectenerg-12782	14	17	square	square	ADJ
fuelectenerg-12782	14	18	,	,	PUNCT
fuelectenerg-12782	14	19	and	and	CCONJ
fuelectenerg-12782	14	20	triangular	triangular	NOUN
fuelectenerg-12782	14	21	,	,	PUNCT
fuelectenerg-12782	14	22	each	each	PRON
fuelectenerg-12782	14	23	offering	offer	VERB
fuelectenerg-12782	14	24	unique	unique	ADJ
fuelectenerg-12782	14	25	performance	performance	NOUN
fuelectenerg-12782	14	26	benefits	benefit	NOUN
fuelectenerg-12782	14	27	[	[	X
fuelectenerg-12782	14	28	1	1	NUM
fuelectenerg-12782	14	29	]	]	PUNCT
fuelectenerg-12782	14	30	.	.	PUNCT
fuelectenerg-12782	15	1	their	their	PRON
fuelectenerg-12782	15	2	low	low	ADJ
fuelectenerg-12782	15	3	profile	profile	NOUN
fuelectenerg-12782	15	4	and	and	CCONJ
fuelectenerg-12782	15	5	minimal	minimal	ADJ
fuelectenerg-12782	15	6	radiation	radiation	NOUN
fuelectenerg-12782	15	7	loss	loss	NOUN
fuelectenerg-12782	15	8	further	far	ADV
fuelectenerg-12782	15	9	contribute	contribute	VERB
fuelectenerg-12782	15	10	to	to	ADP
fuelectenerg-12782	15	11	their	their	PRON
fuelectenerg-12782	15	12	widespread	widespread	ADJ
fuelectenerg-12782	15	13	use	use	NOUN
fuelectenerg-12782	15	14	in	in	ADP
fuelectenerg-12782	15	15	various	various	ADJ
fuelectenerg-12782	15	16	technological	technological	ADJ
fuelectenerg-12782	15	17	fields	field	NOUN
fuelectenerg-12782	15	18	.	.	PUNCT
fuelectenerg-12782	16	1	as	as	SCONJ
fuelectenerg-12782	16	2	the	the	DET
fuelectenerg-12782	16	3	need	need	NOUN
fuelectenerg-12782	16	4	for	for	ADP
fuelectenerg-12782	16	5	microstrip	microstrip	NOUN
fuelectenerg-12782	16	6	antennas	antenna	NOUN
fuelectenerg-12782	16	7	grows	grow	VERB
fuelectenerg-12782	16	8	,	,	PUNCT
fuelectenerg-12782	16	9	researchers	researcher	NOUN
fuelectenerg-12782	16	10	have	have	AUX
fuelectenerg-12782	16	11	developed	develop	VERB
fuelectenerg-12782	16	12	several	several	ADJ
fuelectenerg-12782	16	13	methods	method	NOUN
fuelectenerg-12782	16	14	to	to	PART
fuelectenerg-12782	16	15	enhance	enhance	VERB
fuelectenerg-12782	16	16	their	their	PRON
fuelectenerg-12782	16	17	performance	performance	NOUN
fuelectenerg-12782	16	18	,	,	PUNCT
fuelectenerg-12782	16	19	focusing	focus	VERB
fuelectenerg-12782	16	20	on	on	ADP
fuelectenerg-12782	16	21	bandwidth	bandwidth	ADJ
fuelectenerg-12782	16	22	,	,	PUNCT
fuelectenerg-12782	16	23	gain	gain	NOUN
fuelectenerg-12782	16	24	,	,	PUNCT
fuelectenerg-12782	16	25	and	and	CCONJ
fuelectenerg-12782	16	26	radiation	radiation	NOUN
fuelectenerg-12782	16	27	pattern	pattern	NOUN
fuelectenerg-12782	16	28	improvements	improvement	NOUN
fuelectenerg-12782	16	29	.	.	PUNCT
fuelectenerg-12782	17	1	these	these	DET
fuelectenerg-12782	17	2	methods	method	NOUN
fuelectenerg-12782	17	3	include	include	VERB
fuelectenerg-12782	17	4	incorporating	incorporate	VERB
fuelectenerg-12782	17	5	slots	slot	NOUN
fuelectenerg-12782	17	6	on	on	ADP
fuelectenerg-12782	17	7	the	the	DET
fuelectenerg-12782	17	8	patch	patch	NOUN
fuelectenerg-12782	17	9	,	,	PUNCT
fuelectenerg-12782	17	10	using	use	VERB
fuelectenerg-12782	17	11	defected	defect	VERB
fuelectenerg-12782	17	12	ground	ground	NOUN
fuelectenerg-12782	17	13	structures	structure	NOUN
fuelectenerg-12782	17	14	,	,	PUNCT
fuelectenerg-12782	17	15	stacking	stacking	NOUN
fuelectenerg-12782	17	16	,	,	PUNCT
fuelectenerg-12782	17	17	and	and	CCONJ
fuelectenerg-12782	17	18	applying	apply	VERB
fuelectenerg-12782	17	19	metamaterials	metamaterial	NOUN
fuelectenerg-12782	17	20	,	,	PUNCT
fuelectenerg-12782	17	21	all	all	PRON
fuelectenerg-12782	17	22	of	of	ADP
fuelectenerg-12782	17	23	which	which	PRON
fuelectenerg-12782	17	24	have	have	AUX
fuelectenerg-12782	17	25	significantly	significantly	ADV
fuelectenerg-12782	17	26	contributed	contribute	VERB
fuelectenerg-12782	17	27	to	to	ADP
fuelectenerg-12782	17	28	meeting	meet	VERB
fuelectenerg-12782	17	29	the	the	DET
fuelectenerg-12782	17	30	demands	demand	NOUN
fuelectenerg-12782	17	31	of	of	ADP
fuelectenerg-12782	17	32	modern	modern	ADJ
fuelectenerg-12782	17	33	communication	communication	NOUN
fuelectenerg-12782	17	34	systems	system	NOUN
fuelectenerg-12782	17	35	.	.	PUNCT
fuelectenerg-12782	18	1	traditional	traditional	ADJ
fuelectenerg-12782	18	2	electromagnetic	electromagnetic	ADJ
fuelectenerg-12782	18	3	simulators	simulator	NOUN
fuelectenerg-12782	18	4	like	like	ADP
fuelectenerg-12782	18	5	ansoft	ansoft	PROPN
fuelectenerg-12782	18	6	hfss	hfss	PROPN
fuelectenerg-12782	18	7	,	,	PUNCT
fuelectenerg-12782	18	8	cst	cst	PROPN
fuelectenerg-12782	18	9	microwave	microwave	PROPN
fuelectenerg-12782	18	10	studio	studio	PROPN
fuelectenerg-12782	18	11	,	,	PUNCT
fuelectenerg-12782	18	12	and	and	CCONJ
fuelectenerg-12782	18	13	feko	feko	NOUN
fuelectenerg-12782	18	14	have	have	AUX
fuelectenerg-12782	18	15	been	be	AUX
fuelectenerg-12782	18	16	essential	essential	ADJ
fuelectenerg-12782	18	17	tools	tool	NOUN
fuelectenerg-12782	18	18	for	for	ADP
fuelectenerg-12782	18	19	designing	design	VERB
fuelectenerg-12782	18	20	and	and	CCONJ
fuelectenerg-12782	18	21	analyzing	analyze	VERB
fuelectenerg-12782	18	22	antennas	antenna	NOUN
fuelectenerg-12782	18	23	.	.	PUNCT
fuelectenerg-12782	19	1	these	these	DET
fuelectenerg-12782	19	2	simulators	simulator	NOUN
fuelectenerg-12782	19	3	use	use	VERB
fuelectenerg-12782	19	4	numerical	numerical	ADJ
fuelectenerg-12782	19	5	methods	method	NOUN
fuelectenerg-12782	19	6	such	such	ADJ
fuelectenerg-12782	19	7	as	as	ADP
fuelectenerg-12782	19	8	the	the	DET
fuelectenerg-12782	19	9	finite	finite	ADJ
fuelectenerg-12782	19	10	element	element	NOUN
fuelectenerg-12782	19	11	method	method	NOUN
fuelectenerg-12782	19	12	(	(	PUNCT
fuelectenerg-12782	19	13	fem	fem	PROPN
fuelectenerg-12782	19	14	)	)	PUNCT
fuelectenerg-12782	19	15	,	,	PUNCT
fuelectenerg-12782	19	16	finite	finite	ADJ
fuelectenerg-12782	19	17	difference	difference	NOUN
fuelectenerg-12782	19	18	time	time	NOUN
fuelectenerg-12782	19	19	domain	domain	NOUN
fuelectenerg-12782	19	20	(	(	PUNCT
fuelectenerg-12782	19	21	fdtd	fdtd	ADJ
fuelectenerg-12782	19	22	)	)	PUNCT
fuelectenerg-12782	19	23	,	,	PUNCT
fuelectenerg-12782	19	24	finite	finite	ADJ
fuelectenerg-12782	19	25	difference	difference	NOUN
fuelectenerg-12782	19	26	frequency	frequency	NOUN
fuelectenerg-12782	19	27	domain	domain	NOUN
fuelectenerg-12782	19	28	(	(	PUNCT
fuelectenerg-12782	19	29	fdfd	fdfd	NOUN
fuelectenerg-12782	19	30	)	)	PUNCT
fuelectenerg-12782	19	31	,	,	PUNCT
fuelectenerg-12782	19	32	and	and	CCONJ
fuelectenerg-12782	19	33	method	method	NOUN
fuelectenerg-12782	19	34	of	of	ADP
fuelectenerg-12782	19	35	moments	moment	NOUN
fuelectenerg-12782	19	36	(	(	PUNCT
fuelectenerg-12782	19	37	mom	mom	NOUN
fuelectenerg-12782	19	38	)	)	PUNCT
fuelectenerg-12782	20	1	[	[	X
fuelectenerg-12782	20	2	2	2	NUM
fuelectenerg-12782	20	3	-	-	SYM
fuelectenerg-12782	20	4	4	4	NUM
fuelectenerg-12782	20	5	]	]	PUNCT
fuelectenerg-12782	20	6	.	.	PUNCT
fuelectenerg-12782	21	1	however	however	ADV
fuelectenerg-12782	21	2	,	,	PUNCT
fuelectenerg-12782	21	3	these	these	DET
fuelectenerg-12782	21	4	tools	tool	NOUN
fuelectenerg-12782	21	5	,	,	PUNCT
fuelectenerg-12782	21	6	despite	despite	SCONJ
fuelectenerg-12782	21	7	their	their	PRON
fuelectenerg-12782	21	8	effective	effective	ADJ
fuelectenerg-12782	21	9	exploration	exploration	NOUN
fuelectenerg-12782	21	10	,	,	PUNCT
fuelectenerg-12782	21	11	have	have	VERB
fuelectenerg-12782	21	12	limitations	limitation	NOUN
fuelectenerg-12782	21	13	,	,	PUNCT
fuelectenerg-12782	21	14	including	include	VERB
fuelectenerg-12782	21	15	lengthy	lengthy	ADJ
fuelectenerg-12782	21	16	simulation	simulation	NOUN
fuelectenerg-12782	21	17	times	time	NOUN
fuelectenerg-12782	21	18	for	for	ADP
fuelectenerg-12782	21	19	complex	complex	ADJ
fuelectenerg-12782	21	20	structures	structure	NOUN
fuelectenerg-12782	21	21	,	,	PUNCT
fuelectenerg-12782	21	22	high	high	ADJ
fuelectenerg-12782	21	23	software	software	NOUN
fuelectenerg-12782	21	24	costs	cost	NOUN
fuelectenerg-12782	21	25	,	,	PUNCT
fuelectenerg-12782	21	26	and	and	CCONJ
fuelectenerg-12782	21	27	also	also	ADV
fuelectenerg-12782	21	28	these	these	DET
fuelectenerg-12782	21	29	tools	tool	NOUN
fuelectenerg-12782	21	30	are	be	AUX
fuelectenerg-12782	21	31	resource	resource	NOUN
fuelectenerg-12782	21	32	hungry	hungry	ADJ
fuelectenerg-12782	21	33	,	,	PUNCT
fuelectenerg-12782	21	34	ie	ie	X
fuelectenerg-12782	21	35	,	,	PUNCT
fuelectenerg-12782	21	36	they	they	PRON
fuelectenerg-12782	21	37	need	need	VERB
fuelectenerg-12782	21	38	machines	machine	NOUN
fuelectenerg-12782	21	39	with	with	ADP
fuelectenerg-12782	21	40	superior	superior	ADJ
fuelectenerg-12782	21	41	computing	computing	NOUN
fuelectenerg-12782	21	42	power	power	NOUN
fuelectenerg-12782	21	43	[	[	X
fuelectenerg-12782	21	44	5	5	NUM
fuelectenerg-12782	21	45	]	]	PUNCT
fuelectenerg-12782	21	46	.	.	PUNCT
fuelectenerg-12782	22	1	in	in	ADP
fuelectenerg-12782	22	2	response	response	NOUN
fuelectenerg-12782	22	3	to	to	ADP
fuelectenerg-12782	22	4	these	these	DET
fuelectenerg-12782	22	5	challenges	challenge	NOUN
fuelectenerg-12782	22	6	,	,	PUNCT
fuelectenerg-12782	22	7	machine	machine	NOUN
fuelectenerg-12782	22	8	learning	learning	NOUN
fuelectenerg-12782	22	9	,	,	PUNCT
fuelectenerg-12782	22	10	especially	especially	ADV
fuelectenerg-12782	22	11	artificial	artificial	ADJ
fuelectenerg-12782	22	12	neural	neural	ADJ
fuelectenerg-12782	22	13	networks	network	NOUN
fuelectenerg-12782	22	14	(	(	PUNCT
fuelectenerg-12782	22	15	anns	anns	PROPN
fuelectenerg-12782	22	16	)	)	PUNCT
fuelectenerg-12782	22	17	,	,	PUNCT
fuelectenerg-12782	22	18	presents	present	VERB
fuelectenerg-12782	22	19	a	a	DET
fuelectenerg-12782	22	20	promising	promising	ADJ
fuelectenerg-12782	22	21	alternative	alternative	NOUN
fuelectenerg-12782	22	22	to	to	ADP
fuelectenerg-12782	22	23	conventional	conventional	ADJ
fuelectenerg-12782	22	24	electromagnetic	electromagnetic	ADJ
fuelectenerg-12782	22	25	simulation	simulation	NOUN
fuelectenerg-12782	22	26	tools	tool	NOUN
fuelectenerg-12782	22	27	.	.	PUNCT
fuelectenerg-12782	23	1	anns	anns	PROPN
fuelectenerg-12782	23	2	are	be	AUX
fuelectenerg-12782	23	3	particularly	particularly	ADV
fuelectenerg-12782	23	4	effective	effective	ADJ
fuelectenerg-12782	23	5	in	in	ADP
fuelectenerg-12782	23	6	solving	solve	VERB
fuelectenerg-12782	23	7	complex	complex	ADJ
fuelectenerg-12782	23	8	,	,	PUNCT
fuelectenerg-12782	23	9	non	non	ADJ
fuelectenerg-12782	23	10	-	-	ADJ
fuelectenerg-12782	23	11	linear	linear	ADJ
fuelectenerg-12782	23	12	problems	problem	NOUN
fuelectenerg-12782	23	13	,	,	PUNCT
fuelectenerg-12782	23	14	making	make	VERB
fuelectenerg-12782	23	15	them	they	PRON
fuelectenerg-12782	23	16	ideal	ideal	ADJ
fuelectenerg-12782	23	17	for	for	ADP
fuelectenerg-12782	23	18	optimizing	optimize	VERB
fuelectenerg-12782	23	19	microwave	microwave	NOUN
fuelectenerg-12782	23	20	circuits	circuit	NOUN
fuelectenerg-12782	23	21	and	and	CCONJ
fuelectenerg-12782	23	22	antennas	antenna	NOUN
fuelectenerg-12782	23	23	.	.	PUNCT
fuelectenerg-12782	24	1	however	however	ADV
fuelectenerg-12782	24	2	,	,	PUNCT
fuelectenerg-12782	24	3	the	the	DET
fuelectenerg-12782	24	4	success	success	NOUN
fuelectenerg-12782	24	5	of	of	ADP
fuelectenerg-12782	24	6	an	an	DET
fuelectenerg-12782	24	7	ann	ann	PROPN
fuelectenerg-12782	24	8	model	model	NOUN
fuelectenerg-12782	24	9	depends	depend	VERB
fuelectenerg-12782	24	10	on	on	ADP
fuelectenerg-12782	24	11	factors	factor	NOUN
fuelectenerg-12782	24	12	like	like	ADP
fuelectenerg-12782	24	13	the	the	DET
fuelectenerg-12782	24	14	training	training	NOUN
fuelectenerg-12782	24	15	algorithm	algorithm	NOUN
fuelectenerg-12782	24	16	,	,	PUNCT
fuelectenerg-12782	24	17	the	the	DET
fuelectenerg-12782	24	18	quality	quality	NOUN
fuelectenerg-12782	24	19	and	and	CCONJ
fuelectenerg-12782	24	20	size	size	NOUN
fuelectenerg-12782	24	21	of	of	ADP
fuelectenerg-12782	24	22	the	the	DET
fuelectenerg-12782	24	23	dataset	dataset	NOUN
fuelectenerg-12782	24	24	,	,	PUNCT
fuelectenerg-12782	24	25	and	and	CCONJ
fuelectenerg-12782	24	26	the	the	DET
fuelectenerg-12782	24	27	architecture	architecture	NOUN
fuelectenerg-12782	24	28	of	of	ADP
fuelectenerg-12782	24	29	the	the	DET
fuelectenerg-12782	24	30	network	network	NOUN
fuelectenerg-12782	24	31	,	,	PUNCT
fuelectenerg-12782	24	32	including	include	VERB
fuelectenerg-12782	24	33	the	the	DET
fuelectenerg-12782	24	34	number	number	NOUN
fuelectenerg-12782	24	35	of	of	ADP
fuelectenerg-12782	24	36	layers	layer	NOUN
fuelectenerg-12782	24	37	and	and	CCONJ
fuelectenerg-12782	24	38	neurons	neuron	NOUN
fuelectenerg-12782	24	39	.	.	PUNCT
fuelectenerg-12782	25	1	incorporating	incorporate	VERB
fuelectenerg-12782	25	2	machine	machine	NOUN
fuelectenerg-12782	25	3	learning	learning	NOUN
fuelectenerg-12782	25	4	into	into	ADP
fuelectenerg-12782	25	5	the	the	DET
fuelectenerg-12782	25	6	antenna	antenna	NOUN
fuelectenerg-12782	25	7	design	design	NOUN
fuelectenerg-12782	25	8	process	process	NOUN
fuelectenerg-12782	25	9	can	can	AUX
fuelectenerg-12782	25	10	greatly	greatly	ADV
fuelectenerg-12782	25	11	reduce	reduce	VERB
fuelectenerg-12782	25	12	simulation	simulation	NOUN
fuelectenerg-12782	25	13	times	time	NOUN
fuelectenerg-12782	25	14	and	and	CCONJ
fuelectenerg-12782	25	15	costs	cost	NOUN
fuelectenerg-12782	25	16	,	,	PUNCT
fuelectenerg-12782	25	17	while	while	SCONJ
fuelectenerg-12782	25	18	also	also	ADV
fuelectenerg-12782	25	19	improving	improve	VERB
fuelectenerg-12782	25	20	the	the	DET
fuelectenerg-12782	25	21	accuracy	accuracy	NOUN
fuelectenerg-12782	25	22	and	and	CCONJ
fuelectenerg-12782	25	23	reliability	reliability	NOUN
fuelectenerg-12782	25	24	of	of	ADP
fuelectenerg-12782	25	25	designs	design	NOUN
fuelectenerg-12782	25	26	.	.	PUNCT
fuelectenerg-12782	26	1	the	the	DET
fuelectenerg-12782	26	2	application	application	NOUN
fuelectenerg-12782	26	3	of	of	ADP
fuelectenerg-12782	26	4	anns	anns	NOUN
fuelectenerg-12782	26	5	to	to	ADP
fuelectenerg-12782	26	6	electromagnetic	electromagnetic	ADJ
fuelectenerg-12782	26	7	problems	problem	NOUN
fuelectenerg-12782	26	8	has	have	VERB
fuelectenerg-12782	26	9	the	the	DET
fuelectenerg-12782	26	10	potential	potential	NOUN
fuelectenerg-12782	26	11	to	to	PART
fuelectenerg-12782	26	12	transform	transform	VERB
fuelectenerg-12782	26	13	the	the	DET
fuelectenerg-12782	26	14	field	field	NOUN
fuelectenerg-12782	26	15	,	,	PUNCT
fuelectenerg-12782	26	16	offering	offer	VERB
fuelectenerg-12782	26	17	a	a	DET
fuelectenerg-12782	26	18	more	more	ADV
fuelectenerg-12782	26	19	costeffective	costeffective	ADJ
fuelectenerg-12782	26	20	and	and	CCONJ
fuelectenerg-12782	26	21	efficient	efficient	ADJ
fuelectenerg-12782	26	22	solution	solution	NOUN
fuelectenerg-12782	26	23	compared	compare	VERB
fuelectenerg-12782	26	24	to	to	ADP
fuelectenerg-12782	26	25	traditional	traditional	ADJ
fuelectenerg-12782	26	26	methods	method	NOUN
fuelectenerg-12782	26	27	[	[	X
fuelectenerg-12782	26	28	6	6	NUM
fuelectenerg-12782	26	29	]	]	PUNCT
fuelectenerg-12782	26	30	.	.	PUNCT
fuelectenerg-12782	27	1	recently	recently	ADV
fuelectenerg-12782	27	2	,	,	PUNCT
fuelectenerg-12782	27	3	artificial	artificial	ADJ
fuelectenerg-12782	27	4	neural	neural	ADJ
fuelectenerg-12782	27	5	networks	network	NOUN
fuelectenerg-12782	27	6	(	(	PUNCT
fuelectenerg-12782	27	7	anns	anns	PROPN
fuelectenerg-12782	27	8	)	)	PUNCT
fuelectenerg-12782	27	9	have	have	AUX
fuelectenerg-12782	27	10	gained	gain	VERB
fuelectenerg-12782	27	11	significant	significant	ADJ
fuelectenerg-12782	27	12	prominence	prominence	NOUN
fuelectenerg-12782	27	13	in	in	ADP
fuelectenerg-12782	27	14	the	the	DET
fuelectenerg-12782	27	15	design	design	NOUN
fuelectenerg-12782	27	16	of	of	ADP
fuelectenerg-12782	27	17	patch	patch	NOUN
fuelectenerg-12782	27	18	antennas	antenna	NOUN
fuelectenerg-12782	27	19	[	[	X
fuelectenerg-12782	27	20	7	7	NUM
fuelectenerg-12782	27	21	-	-	SYM
fuelectenerg-12782	27	22	9	9	NUM
fuelectenerg-12782	27	23	]	]	PUNCT
fuelectenerg-12782	27	24	.	.	PUNCT
fuelectenerg-12782	28	1	these	these	DET
fuelectenerg-12782	28	2	networks	network	NOUN
fuelectenerg-12782	28	3	are	be	AUX
fuelectenerg-12782	28	4	crucial	crucial	ADJ
fuelectenerg-12782	28	5	for	for	ADP
fuelectenerg-12782	28	6	accurately	accurately	ADV
fuelectenerg-12782	28	7	determining	determine	VERB
fuelectenerg-12782	28	8	key	key	ADJ
fuelectenerg-12782	28	9	parameters	parameter	NOUN
fuelectenerg-12782	28	10	such	such	ADJ
fuelectenerg-12782	28	11	as	as	ADP
fuelectenerg-12782	28	12	input	input	NOUN
fuelectenerg-12782	28	13	impedance	impedance	NOUN
fuelectenerg-12782	28	14	and	and	CCONJ
fuelectenerg-12782	28	15	radiation	radiation	NOUN
fuelectenerg-12782	28	16	characteristics	characteristic	NOUN
fuelectenerg-12782	28	17	in	in	ADP
fuelectenerg-12782	28	18	patch	patch	ADJ
fuelectenerg-12782	28	19	antennas	antenna	NOUN
fuelectenerg-12782	28	20	[	[	X
fuelectenerg-12782	28	21	10	10	NUM
fuelectenerg-12782	28	22	-	-	SYM
fuelectenerg-12782	28	23	11	11	NUM
fuelectenerg-12782	28	24	]	]	PUNCT
fuelectenerg-12782	28	25	.	.	PUNCT
fuelectenerg-12782	29	1	an	an	DET
fuelectenerg-12782	29	2	innovative	innovative	ADJ
fuelectenerg-12782	29	3	approach	approach	NOUN
fuelectenerg-12782	29	4	utilizing	utilize	VERB
fuelectenerg-12782	29	5	neuro	neuro	NOUN
fuelectenerg-12782	29	6	-	-	PUNCT
fuelectenerg-12782	29	7	fuzzy	fuzzy	ADJ
fuelectenerg-12782	29	8	networks	network	NOUN
fuelectenerg-12782	29	9	has	have	AUX
fuelectenerg-12782	29	10	been	be	AUX
fuelectenerg-12782	29	11	proposed	propose	VERB
fuelectenerg-12782	29	12	for	for	ADP
fuelectenerg-12782	29	13	the	the	DET
fuelectenerg-12782	29	14	rapid	rapid	ADJ
fuelectenerg-12782	29	15	evaluation	evaluation	NOUN
fuelectenerg-12782	29	16	of	of	ADP
fuelectenerg-12782	29	17	resonant	resonant	ADJ
fuelectenerg-12782	29	18	frequencies	frequency	NOUN
fuelectenerg-12782	29	19	in	in	ADP
fuelectenerg-12782	29	20	patch	patch	ADJ
fuelectenerg-12782	29	21	antennas	antenna	NOUN
fuelectenerg-12782	29	22	[	[	X
fuelectenerg-12782	29	23	12	12	NUM
fuelectenerg-12782	29	24	]	]	PUNCT
fuelectenerg-12782	29	25	.	.	PUNCT
fuelectenerg-12782	30	1	additionally	additionally	ADV
fuelectenerg-12782	30	2	,	,	PUNCT
fuelectenerg-12782	30	3	anns	ann	NOUN
fuelectenerg-12782	30	4	have	have	AUX
fuelectenerg-12782	30	5	been	be	AUX
fuelectenerg-12782	30	6	implemented	implement	VERB
fuelectenerg-12782	30	7	to	to	PART
fuelectenerg-12782	30	8	predict	predict	VERB
fuelectenerg-12782	30	9	the	the	DET
fuelectenerg-12782	30	10	resonant	resonant	ADJ
fuelectenerg-12782	30	11	frequency	frequency	NOUN
fuelectenerg-12782	30	12	of	of	ADP
fuelectenerg-12782	30	13	circular	circular	ADJ
fuelectenerg-12782	30	14	patch	patch	NOUN
fuelectenerg-12782	30	15	antennas	antenna	NOUN
fuelectenerg-12782	30	16	[	[	X
fuelectenerg-12782	30	17	13	13	NUM
fuelectenerg-12782	30	18	]	]	PUNCT
fuelectenerg-12782	30	19	.	.	PUNCT
fuelectenerg-12782	31	1	for	for	ADP
fuelectenerg-12782	31	2	antennas	antenna	NOUN
fuelectenerg-12782	31	3	with	with	ADP
fuelectenerg-12782	31	4	thick	thick	ADJ
fuelectenerg-12782	31	5	substrates	substrate	NOUN
fuelectenerg-12782	31	6	,	,	PUNCT
fuelectenerg-12782	31	7	tunnel	tunnel	NOUN
fuelectenerg-12782	31	8	-	-	PUNCT
fuelectenerg-12782	31	9	based	base	VERB
fuelectenerg-12782	31	10	anns	ann	NOUN
fuelectenerg-12782	31	11	are	be	AUX
fuelectenerg-12782	31	12	employed	employ	VERB
fuelectenerg-12782	31	13	to	to	PART
fuelectenerg-12782	31	14	identify	identify	VERB
fuelectenerg-12782	31	15	resonant	resonant	ADJ
fuelectenerg-12782	31	16	frequencies	frequency	NOUN
fuelectenerg-12782	31	17	,	,	PUNCT
fuelectenerg-12782	31	18	with	with	ADP
fuelectenerg-12782	31	19	results	result	NOUN
fuelectenerg-12782	31	20	validated	validate	VERB
fuelectenerg-12782	31	21	against	against	ADP
fuelectenerg-12782	31	22	experimental	experimental	ADJ
fuelectenerg-12782	31	23	and	and	CCONJ
fuelectenerg-12782	31	24	simulation	simulation	NOUN
fuelectenerg-12782	31	25	data	datum	NOUN
fuelectenerg-12782	31	26	obtained	obtain	VERB
fuelectenerg-12782	31	27	from	from	ADP
fuelectenerg-12782	31	28	software	software	NOUN
fuelectenerg-12782	31	29	like	like	ADP
fuelectenerg-12782	31	30	ie3d	ie3d	ADV
fuelectenerg-12782	31	31	[	[	X
fuelectenerg-12782	31	32	14	14	NUM
fuelectenerg-12782	31	33	]	]	PUNCT
fuelectenerg-12782	31	34	.	.	PUNCT
fuelectenerg-12782	32	1	the	the	DET
fuelectenerg-12782	32	2	reliability	reliability	NOUN
fuelectenerg-12782	32	3	of	of	ADP
fuelectenerg-12782	32	4	ann	ann	PROPN
fuelectenerg-12782	32	5	models	model	NOUN
fuelectenerg-12782	32	6	in	in	ADP
fuelectenerg-12782	32	7	estimating	estimate	VERB
fuelectenerg-12782	32	8	the	the	DET
fuelectenerg-12782	32	9	performance	performance	NOUN
fuelectenerg-12782	32	10	of	of	ADP
fuelectenerg-12782	32	11	microstrip	microstrip	NOUN
fuelectenerg-12782	32	12	antennas	antenna	NOUN
fuelectenerg-12782	32	13	with	with	ADP
fuelectenerg-12782	32	14	thick	thick	ADJ
fuelectenerg-12782	32	15	substrates	substrate	NOUN
fuelectenerg-12782	32	16	is	be	AUX
fuelectenerg-12782	32	17	demonstrated	demonstrate	VERB
fuelectenerg-12782	32	18	by	by	ADP
fuelectenerg-12782	32	19	the	the	DET
fuelectenerg-12782	32	20	excellent	excellent	ADJ
fuelectenerg-12782	32	21	agreement	agreement	NOUN
fuelectenerg-12782	32	22	between	between	ADP
fuelectenerg-12782	32	23	predicted	predict	VERB
fuelectenerg-12782	32	24	and	and	CCONJ
fuelectenerg-12782	32	25	experimental	experimental	ADJ
fuelectenerg-12782	32	26	data	datum	NOUN
fuelectenerg-12782	32	27	.	.	PUNCT
fuelectenerg-12782	33	1	a	a	DET
fuelectenerg-12782	33	2	novel	novel	ADJ
fuelectenerg-12782	33	3	method	method	NOUN
fuelectenerg-12782	33	4	known	know	VERB
fuelectenerg-12782	33	5	as	as	ADP
fuelectenerg-12782	33	6	"	"	PUNCT
fuelectenerg-12782	33	7	neurospectral	neurospectral	ADJ
fuelectenerg-12782	33	8	"	"	PUNCT
fuelectenerg-12782	33	9	analysis	analysis	NOUN
fuelectenerg-12782	33	10	has	have	VERB
fuelectenerg-12782	33	11	analysis	analysis	NOUN
fuelectenerg-12782	33	12	of	of	ADP
fuelectenerg-12782	33	13	dgs	dgs	NOUN
fuelectenerg-12782	33	14	based	base	VERB
fuelectenerg-12782	33	15	rectangular	rectangular	ADJ
fuelectenerg-12782	33	16	patch	patch	NOUN
fuelectenerg-12782	33	17	antenna	antenna	NOUN
fuelectenerg-12782	33	18	with	with	ADP
fuelectenerg-12782	33	19	artificial	artificial	ADJ
fuelectenerg-12782	33	20	neural	neural	ADJ
fuelectenerg-12782	33	21	network	network	NOUN
fuelectenerg-12782	33	22	...	...	PUNCT
fuelectenerg-12782	33	23	55	55	NUM
fuelectenerg-12782	33	24	been	be	AUX
fuelectenerg-12782	33	25	introduced	introduce	VERB
fuelectenerg-12782	33	26	,	,	PUNCT
fuelectenerg-12782	33	27	combining	combine	VERB
fuelectenerg-12782	33	28	neural	neural	ADJ
fuelectenerg-12782	33	29	techniques	technique	NOUN
fuelectenerg-12782	33	30	with	with	ADP
fuelectenerg-12782	33	31	spectral	spectral	ADJ
fuelectenerg-12782	33	32	analysis	analysis	NOUN
fuelectenerg-12782	33	33	in	in	ADP
fuelectenerg-12782	33	34	the	the	DET
fuelectenerg-12782	33	35	wave	wave	NOUN
fuelectenerg-12782	33	36	number	number	NOUN
fuelectenerg-12782	33	37	domain	domain	NOUN
fuelectenerg-12782	33	38	.	.	PUNCT
fuelectenerg-12782	34	1	initially	initially	ADV
fuelectenerg-12782	34	2	developed	develop	VERB
fuelectenerg-12782	34	3	for	for	ADP
fuelectenerg-12782	34	4	the	the	DET
fuelectenerg-12782	34	5	analysis	analysis	NOUN
fuelectenerg-12782	34	6	of	of	ADP
fuelectenerg-12782	34	7	square	square	ADJ
fuelectenerg-12782	34	8	patch	patch	PROPN
fuelectenerg-12782	34	9	antennas	antenna	NOUN
fuelectenerg-12782	34	10	,	,	PUNCT
fuelectenerg-12782	34	11	this	this	DET
fuelectenerg-12782	34	12	method	method	NOUN
fuelectenerg-12782	34	13	can	can	AUX
fuelectenerg-12782	34	14	also	also	ADV
fuelectenerg-12782	34	15	be	be	AUX
fuelectenerg-12782	34	16	adapted	adapt	VERB
fuelectenerg-12782	34	17	for	for	ADP
fuelectenerg-12782	34	18	antenna	antenna	NOUN
fuelectenerg-12782	34	19	synthesis	synthesis	NOUN
fuelectenerg-12782	34	20	[	[	X
fuelectenerg-12782	34	21	15	15	NUM
fuelectenerg-12782	34	22	]	]	PUNCT
fuelectenerg-12782	34	23	.	.	PUNCT
fuelectenerg-12782	35	1	a	a	DET
fuelectenerg-12782	35	2	hybrid	hybrid	ADJ
fuelectenerg-12782	35	3	approach	approach	NOUN
fuelectenerg-12782	35	4	combining	combine	VERB
fuelectenerg-12782	35	5	ann	ann	PROPN
fuelectenerg-12782	35	6	and	and	CCONJ
fuelectenerg-12782	35	7	a	a	DET
fuelectenerg-12782	35	8	fuzzy	fuzzy	ADJ
fuelectenerg-12782	35	9	inference	inference	NOUN
fuelectenerg-12782	35	10	system	system	NOUN
fuelectenerg-12782	35	11	(	(	PUNCT
fuelectenerg-12782	35	12	fis	fis	PROPN
fuelectenerg-12782	35	13	)	)	PUNCT
fuelectenerg-12782	35	14	has	have	AUX
fuelectenerg-12782	35	15	been	be	AUX
fuelectenerg-12782	35	16	used	use	VERB
fuelectenerg-12782	35	17	in	in	ADP
fuelectenerg-12782	35	18	designing	design	VERB
fuelectenerg-12782	35	19	microstrip	microstrip	NOUN
fuelectenerg-12782	35	20	antennas	antenna	NOUN
fuelectenerg-12782	35	21	(	(	PUNCT
fuelectenerg-12782	35	22	msas	msa	NOUN
fuelectenerg-12782	35	23	)	)	PUNCT
fuelectenerg-12782	35	24	of	of	ADP
fuelectenerg-12782	35	25	various	various	ADJ
fuelectenerg-12782	35	26	shapes	shape	NOUN
fuelectenerg-12782	35	27	.	.	PUNCT
fuelectenerg-12782	36	1	in	in	ADP
fuelectenerg-12782	36	2	this	this	DET
fuelectenerg-12782	36	3	method	method	NOUN
fuelectenerg-12782	36	4	,	,	PUNCT
fuelectenerg-12782	36	5	the	the	DET
fuelectenerg-12782	36	6	ann	ann	PROPN
fuelectenerg-12782	36	7	is	be	AUX
fuelectenerg-12782	36	8	trained	train	VERB
fuelectenerg-12782	36	9	using	use	VERB
fuelectenerg-12782	36	10	the	the	DET
fuelectenerg-12782	36	11	bayesian	bayesian	NOUN
fuelectenerg-12782	36	12	regularization	regularization	NOUN
fuelectenerg-12782	36	13	algorithm	algorithm	NOUN
fuelectenerg-12782	36	14	,	,	PUNCT
fuelectenerg-12782	36	15	while	while	SCONJ
fuelectenerg-12782	36	16	fis	fis	PROPN
fuelectenerg-12782	36	17	parameters	parameter	NOUN
fuelectenerg-12782	36	18	are	be	AUX
fuelectenerg-12782	36	19	determined	determine	VERB
fuelectenerg-12782	36	20	through	through	ADP
fuelectenerg-12782	36	21	a	a	DET
fuelectenerg-12782	36	22	combination	combination	NOUN
fuelectenerg-12782	36	23	of	of	ADP
fuelectenerg-12782	36	24	the	the	DET
fuelectenerg-12782	36	25	least	least	ADJ
fuelectenerg-12782	36	26	squares	square	NOUN
fuelectenerg-12782	36	27	method	method	NOUN
fuelectenerg-12782	36	28	followed	follow	VERB
fuelectenerg-12782	36	29	by	by	ADP
fuelectenerg-12782	36	30	the	the	DET
fuelectenerg-12782	36	31	backpropagation	backpropagation	NOUN
fuelectenerg-12782	36	32	algorithm	algorithm	NOUN
fuelectenerg-12782	36	33	.	.	PUNCT
fuelectenerg-12782	37	1	the	the	DET
fuelectenerg-12782	37	2	resonant	resonant	ADJ
fuelectenerg-12782	37	3	frequency	frequency	NOUN
fuelectenerg-12782	37	4	results	result	NOUN
fuelectenerg-12782	37	5	obtained	obtain	VERB
fuelectenerg-12782	37	6	from	from	ADP
fuelectenerg-12782	37	7	this	this	DET
fuelectenerg-12782	37	8	method	method	NOUN
fuelectenerg-12782	37	9	for	for	ADP
fuelectenerg-12782	37	10	different	different	ADJ
fuelectenerg-12782	37	11	msa	msa	PROPN
fuelectenerg-12782	37	12	shapes	shape	NOUN
fuelectenerg-12782	37	13	demonstrate	demonstrate	VERB
fuelectenerg-12782	37	14	excellent	excellent	ADJ
fuelectenerg-12782	37	15	alignment	alignment	NOUN
fuelectenerg-12782	37	16	with	with	ADP
fuelectenerg-12782	37	17	experimental	experimental	ADJ
fuelectenerg-12782	37	18	data	datum	NOUN
fuelectenerg-12782	37	19	[	[	X
fuelectenerg-12782	37	20	16	16	NUM
fuelectenerg-12782	37	21	]	]	PUNCT
fuelectenerg-12782	37	22	.	.	PUNCT
fuelectenerg-12782	38	1	for	for	ADP
fuelectenerg-12782	38	2	broadband	broadband	NOUN
fuelectenerg-12782	38	3	performance	performance	NOUN
fuelectenerg-12782	38	4	optimization	optimization	NOUN
fuelectenerg-12782	38	5	,	,	PUNCT
fuelectenerg-12782	38	6	a	a	DET
fuelectenerg-12782	38	7	genetic	genetic	ADJ
fuelectenerg-12782	38	8	algorithm	algorithm	NOUN
fuelectenerg-12782	38	9	(	(	PUNCT
fuelectenerg-12782	38	10	ga	ga	NOUN
fuelectenerg-12782	38	11	)	)	PUNCT
fuelectenerg-12782	38	12	has	have	AUX
fuelectenerg-12782	38	13	been	be	AUX
fuelectenerg-12782	38	14	used	use	VERB
fuelectenerg-12782	38	15	to	to	PART
fuelectenerg-12782	38	16	tailor	tailor	VERB
fuelectenerg-12782	38	17	antenna	antenna	NOUN
fuelectenerg-12782	38	18	designs	design	NOUN
fuelectenerg-12782	38	19	.	.	PUNCT
fuelectenerg-12782	39	1	the	the	DET
fuelectenerg-12782	39	2	ga	ga	PROPN
fuelectenerg-12782	39	3	utilizes	utilize	VERB
fuelectenerg-12782	39	4	input	input	NOUN
fuelectenerg-12782	39	5	impedance	impedance	NOUN
fuelectenerg-12782	39	6	predictions	prediction	NOUN
fuelectenerg-12782	39	7	made	make	VERB
fuelectenerg-12782	39	8	by	by	ADP
fuelectenerg-12782	39	9	ann	ann	PROPN
fuelectenerg-12782	39	10	across	across	ADP
fuelectenerg-12782	39	11	a	a	DET
fuelectenerg-12782	39	12	wide	wide	ADJ
fuelectenerg-12782	39	13	frequency	frequency	NOUN
fuelectenerg-12782	39	14	spectrum	spectrum	NOUN
fuelectenerg-12782	39	15	by	by	ADP
fuelectenerg-12782	39	16	varying	vary	VERB
fuelectenerg-12782	39	17	antenna	antenna	NOUN
fuelectenerg-12782	39	18	geometries	geometry	NOUN
fuelectenerg-12782	39	19	,	,	PUNCT
fuelectenerg-12782	39	20	with	with	SCONJ
fuelectenerg-12782	39	21	the	the	DET
fuelectenerg-12782	39	22	performance	performance	NOUN
fuelectenerg-12782	39	23	of	of	ADP
fuelectenerg-12782	39	24	the	the	DET
fuelectenerg-12782	39	25	ann	ann	PROPN
fuelectenerg-12782	39	26	being	be	AUX
fuelectenerg-12782	39	27	evaluated	evaluate	VERB
fuelectenerg-12782	39	28	for	for	ADP
fuelectenerg-12782	39	29	accuracy	accuracy	NOUN
fuelectenerg-12782	39	30	and	and	CCONJ
fuelectenerg-12782	39	31	computational	computational	ADJ
fuelectenerg-12782	39	32	efficiency	efficiency	NOUN
fuelectenerg-12782	39	33	[	[	X
fuelectenerg-12782	39	34	17	17	NUM
fuelectenerg-12782	39	35	]	]	PUNCT
fuelectenerg-12782	39	36	.	.	PUNCT
fuelectenerg-12782	40	1	a	a	DET
fuelectenerg-12782	40	2	slotted	slotted	ADJ
fuelectenerg-12782	40	3	microstrip	microstrip	NOUN
fuelectenerg-12782	40	4	antenna	antenna	NOUN
fuelectenerg-12782	40	5	with	with	ADP
fuelectenerg-12782	40	6	a	a	DET
fuelectenerg-12782	40	7	substrate	substrate	NOUN
fuelectenerg-12782	40	8	thickness	thickness	NOUN
fuelectenerg-12782	40	9	of	of	ADP
fuelectenerg-12782	40	10	1.588	1.588	NUM
fuelectenerg-12782	40	11	mm	mm	NOUN
fuelectenerg-12782	40	12	has	have	AUX
fuelectenerg-12782	40	13	been	be	AUX
fuelectenerg-12782	40	14	proposed	propose	VERB
fuelectenerg-12782	40	15	to	to	PART
fuelectenerg-12782	40	16	achieve	achieve	VERB
fuelectenerg-12782	40	17	wideband	wideband	NOUN
fuelectenerg-12782	40	18	characteristics	characteristic	NOUN
fuelectenerg-12782	40	19	using	use	VERB
fuelectenerg-12782	40	20	ann	ann	PROPN
fuelectenerg-12782	40	21	techniques	technique	NOUN
fuelectenerg-12782	40	22	.	.	PUNCT
fuelectenerg-12782	41	1	various	various	ADJ
fuelectenerg-12782	41	2	training	training	NOUN
fuelectenerg-12782	41	3	algorithms	algorithm	NOUN
fuelectenerg-12782	41	4	,	,	PUNCT
fuelectenerg-12782	41	5	including	include	VERB
fuelectenerg-12782	41	6	multilayer	multilayer	ADJ
fuelectenerg-12782	41	7	perceptron	perceptron	PROPN
fuelectenerg-12782	41	8	feed	feed	NOUN
fuelectenerg-12782	41	9	-	-	PUNCT
fuelectenerg-12782	41	10	forward	forward	NOUN
fuelectenerg-12782	41	11	backpropagation	backpropagation	NOUN
fuelectenerg-12782	41	12	,	,	PUNCT
fuelectenerg-12782	41	13	ann	ann	PROPN
fuelectenerg-12782	41	14	,	,	PUNCT
fuelectenerg-12782	41	15	and	and	CCONJ
fuelectenerg-12782	41	16	radial	radial	ADJ
fuelectenerg-12782	41	17	basis	basis	NOUN
fuelectenerg-12782	41	18	function	function	NOUN
fuelectenerg-12782	41	19	neural	neural	ADJ
fuelectenerg-12782	41	20	networks	network	NOUN
fuelectenerg-12782	41	21	,	,	PUNCT
fuelectenerg-12782	41	22	have	have	AUX
fuelectenerg-12782	41	23	been	be	AUX
fuelectenerg-12782	41	24	applied	apply	VERB
fuelectenerg-12782	41	25	for	for	ADP
fuelectenerg-12782	41	26	modeling	modeling	NOUN
fuelectenerg-12782	41	27	,	,	PUNCT
fuelectenerg-12782	41	28	with	with	ADP
fuelectenerg-12782	41	29	the	the	DET
fuelectenerg-12782	41	30	radial	radial	ADJ
fuelectenerg-12782	41	31	basis	basis	NOUN
fuelectenerg-12782	41	32	function	function	NOUN
fuelectenerg-12782	41	33	network	network	NOUN
fuelectenerg-12782	41	34	demonstrating	demonstrate	VERB
fuelectenerg-12782	41	35	superior	superior	ADJ
fuelectenerg-12782	41	36	accuracy	accuracy	NOUN
fuelectenerg-12782	41	37	and	and	CCONJ
fuelectenerg-12782	41	38	speed	speed	NOUN
fuelectenerg-12782	41	39	compared	compare	VERB
fuelectenerg-12782	41	40	to	to	ADP
fuelectenerg-12782	41	41	other	other	ADJ
fuelectenerg-12782	41	42	backpropagation	backpropagation	NOUN
fuelectenerg-12782	41	43	algorithms	algorithm	NOUN
fuelectenerg-12782	41	44	[	[	X
fuelectenerg-12782	41	45	18	18	NUM
fuelectenerg-12782	41	46	]	]	PUNCT
fuelectenerg-12782	41	47	.	.	PUNCT
fuelectenerg-12782	42	1	an	an	DET
fuelectenerg-12782	42	2	ann	ann	PROPN
fuelectenerg-12782	42	3	approach	approach	NOUN
fuelectenerg-12782	42	4	has	have	AUX
fuelectenerg-12782	42	5	also	also	ADV
fuelectenerg-12782	42	6	been	be	AUX
fuelectenerg-12782	42	7	proposed	propose	VERB
fuelectenerg-12782	42	8	for	for	ADP
fuelectenerg-12782	42	9	the	the	DET
fuelectenerg-12782	42	10	analysis	analysis	NOUN
fuelectenerg-12782	42	11	of	of	ADP
fuelectenerg-12782	42	12	fractal	fractal	ADJ
fuelectenerg-12782	42	13	antennas	antenna	NOUN
fuelectenerg-12782	42	14	using	use	VERB
fuelectenerg-12782	42	15	multilayer	multilayer	PROPN
fuelectenerg-12782	42	16	perceptron	perceptron	PROPN
fuelectenerg-12782	42	17	neural	neural	PROPN
fuelectenerg-12782	42	18	networks	network	NOUN
fuelectenerg-12782	42	19	(	(	PUNCT
fuelectenerg-12782	42	20	mlpnn	mlpnn	PROPN
fuelectenerg-12782	42	21	)	)	PUNCT
fuelectenerg-12782	42	22	,	,	PUNCT
fuelectenerg-12782	42	23	radial	radial	ADJ
fuelectenerg-12782	42	24	basis	basis	NOUN
fuelectenerg-12782	42	25	function	function	NOUN
fuelectenerg-12782	42	26	neural	neural	ADJ
fuelectenerg-12782	42	27	networks	network	NOUN
fuelectenerg-12782	42	28	(	(	PUNCT
fuelectenerg-12782	42	29	rbfnn	rbfnn	NOUN
fuelectenerg-12782	42	30	)	)	PUNCT
fuelectenerg-12782	42	31	,	,	PUNCT
fuelectenerg-12782	42	32	and	and	CCONJ
fuelectenerg-12782	42	33	general	general	ADJ
fuelectenerg-12782	42	34	regression	regression	NOUN
fuelectenerg-12782	42	35	neural	neural	ADJ
fuelectenerg-12782	42	36	networks	network	NOUN
fuelectenerg-12782	42	37	(	(	PUNCT
fuelectenerg-12782	42	38	grnn	grnn	PROPN
fuelectenerg-12782	42	39	)	)	PUNCT
fuelectenerg-12782	42	40	,	,	PUNCT
fuelectenerg-12782	42	41	with	with	ADP
fuelectenerg-12782	42	42	the	the	DET
fuelectenerg-12782	42	43	rbfnn	rbfnn	NOUN
fuelectenerg-12782	42	44	identified	identify	VERB
fuelectenerg-12782	42	45	as	as	ADP
fuelectenerg-12782	42	46	the	the	DET
fuelectenerg-12782	42	47	most	most	ADV
fuelectenerg-12782	42	48	effective	effective	ADJ
fuelectenerg-12782	42	49	based	base	VERB
fuelectenerg-12782	42	50	on	on	ADP
fuelectenerg-12782	42	51	performance	performance	NOUN
fuelectenerg-12782	42	52	metrics	metric	NOUN
fuelectenerg-12782	42	53	[	[	X
fuelectenerg-12782	42	54	19	19	NUM
fuelectenerg-12782	42	55	]	]	PUNCT
fuelectenerg-12782	42	56	.	.	PUNCT
fuelectenerg-12782	43	1	an	an	DET
fuelectenerg-12782	43	2	ann	ann	PROPN
fuelectenerg-12782	43	3	model	model	NOUN
fuelectenerg-12782	43	4	and	and	CCONJ
fuelectenerg-12782	43	5	support	support	VERB
fuelectenerg-12782	43	6	vector	vector	NOUN
fuelectenerg-12782	43	7	machine	machine	NOUN
fuelectenerg-12782	43	8	(	(	PUNCT
fuelectenerg-12782	43	9	svm	svm	PROPN
fuelectenerg-12782	43	10	)	)	PUNCT
fuelectenerg-12782	43	11	were	be	AUX
fuelectenerg-12782	43	12	used	use	VERB
fuelectenerg-12782	43	13	to	to	PART
fuelectenerg-12782	43	14	analyze	analyze	VERB
fuelectenerg-12782	43	15	a	a	DET
fuelectenerg-12782	43	16	fabry	fabry	NOUN
fuelectenerg-12782	43	17	-	-	PUNCT
fuelectenerg-12782	43	18	perot	perot	NOUN
fuelectenerg-12782	43	19	resonator	resonator	NOUN
fuelectenerg-12782	43	20	antenna	antenna	NOUN
fuelectenerg-12782	43	21	,	,	PUNCT
fuelectenerg-12782	43	22	with	with	ADP
fuelectenerg-12782	43	23	all	all	DET
fuelectenerg-12782	43	24	antenna	antenna	NOUN
fuelectenerg-12782	43	25	parameters	parameter	NOUN
fuelectenerg-12782	43	26	being	be	AUX
fuelectenerg-12782	43	27	analyzed	analyze	VERB
fuelectenerg-12782	43	28	using	use	VERB
fuelectenerg-12782	43	29	both	both	DET
fuelectenerg-12782	43	30	models	model	NOUN
fuelectenerg-12782	43	31	[	[	X
fuelectenerg-12782	43	32	20	20	NUM
fuelectenerg-12782	43	33	]	]	PUNCT
fuelectenerg-12782	43	34	.	.	PUNCT
fuelectenerg-12782	44	1	in	in	ADP
fuelectenerg-12782	44	2	another	another	DET
fuelectenerg-12782	44	3	study	study	NOUN
fuelectenerg-12782	44	4	,	,	PUNCT
fuelectenerg-12782	44	5	ann	ann	PROPN
fuelectenerg-12782	44	6	techniques	technique	NOUN
fuelectenerg-12782	44	7	with	with	ADP
fuelectenerg-12782	44	8	backpropagation	backpropagation	NOUN
fuelectenerg-12782	44	9	network	network	NOUN
fuelectenerg-12782	44	10	(	(	PUNCT
fuelectenerg-12782	44	11	bpn	bpn	NOUN
fuelectenerg-12782	44	12	)	)	PUNCT
fuelectenerg-12782	44	13	algorithms	algorithm	NOUN
fuelectenerg-12782	44	14	were	be	AUX
fuelectenerg-12782	44	15	applied	apply	VERB
fuelectenerg-12782	44	16	to	to	PART
fuelectenerg-12782	44	17	optimize	optimize	VERB
fuelectenerg-12782	44	18	a	a	DET
fuelectenerg-12782	44	19	reconfigurable	reconfigurable	ADJ
fuelectenerg-12782	44	20	antenna	antenna	NOUN
fuelectenerg-12782	44	21	with	with	ADP
fuelectenerg-12782	44	22	a	a	DET
fuelectenerg-12782	44	23	hexagonal	hexagonal	ADJ
fuelectenerg-12782	44	24	shape	shape	NOUN
fuelectenerg-12782	44	25	,	,	PUNCT
fuelectenerg-12782	44	26	operating	operate	VERB
fuelectenerg-12782	44	27	in	in	ADP
fuelectenerg-12782	44	28	the	the	DET
fuelectenerg-12782	44	29	2.36	2.36	NUM
fuelectenerg-12782	44	30	-	-	SYM
fuelectenerg-12782	44	31	3.92	3.92	NUM
fuelectenerg-12782	44	32	ghz	ghz	NOUN
fuelectenerg-12782	44	33	frequency	frequency	NOUN
fuelectenerg-12782	44	34	bands	band	NOUN
fuelectenerg-12782	44	35	.	.	PUNCT
fuelectenerg-12782	45	1	the	the	DET
fuelectenerg-12782	45	2	proposed	propose	VERB
fuelectenerg-12782	45	3	structure	structure	NOUN
fuelectenerg-12782	45	4	reduced	reduce	VERB
fuelectenerg-12782	45	5	the	the	DET
fuelectenerg-12782	45	6	complexity	complexity	NOUN
fuelectenerg-12782	45	7	of	of	ADP
fuelectenerg-12782	45	8	the	the	DET
fuelectenerg-12782	45	9	biasing	bias	VERB
fuelectenerg-12782	45	10	circuit	circuit	NOUN
fuelectenerg-12782	45	11	but	but	CCONJ
fuelectenerg-12782	45	12	lacked	lack	VERB
fuelectenerg-12782	45	13	compactness	compactness	NOUN
fuelectenerg-12782	45	14	and	and	CCONJ
fuelectenerg-12782	45	15	had	have	VERB
fuelectenerg-12782	45	16	low	low	ADJ
fuelectenerg-12782	45	17	gain	gain	NOUN
fuelectenerg-12782	45	18	[	[	X
fuelectenerg-12782	45	19	21	21	NUM
fuelectenerg-12782	45	20	]	]	PUNCT
fuelectenerg-12782	45	21	.	.	PUNCT
fuelectenerg-12782	46	1	the	the	DET
fuelectenerg-12782	46	2	optimization	optimization	NOUN
fuelectenerg-12782	46	3	of	of	ADP
fuelectenerg-12782	46	4	defected	defected	ADJ
fuelectenerg-12782	46	5	ground	ground	NOUN
fuelectenerg-12782	46	6	structure	structure	NOUN
fuelectenerg-12782	46	7	(	(	PUNCT
fuelectenerg-12782	46	8	dgs	dgs	NOUN
fuelectenerg-12782	46	9	)	)	PUNCT
fuelectenerg-12782	46	10	parameters	parameter	NOUN
fuelectenerg-12782	46	11	was	be	AUX
fuelectenerg-12782	46	12	presented	present	VERB
fuelectenerg-12782	46	13	using	use	VERB
fuelectenerg-12782	46	14	feed	feed	NOUN
fuelectenerg-12782	46	15	-	-	PUNCT
fuelectenerg-12782	46	16	forward	forward	NOUN
fuelectenerg-12782	46	17	backpropagation	backpropagation	NOUN
fuelectenerg-12782	46	18	network	network	NOUN
fuelectenerg-12782	46	19	(	(	PUNCT
fuelectenerg-12782	46	20	ffbpn	ffbpn	NOUN
fuelectenerg-12782	46	21	)	)	PUNCT
fuelectenerg-12782	46	22	and	and	CCONJ
fuelectenerg-12782	46	23	elman	elman	PROPN
fuelectenerg-12782	46	24	backpropagation	backpropagation	PROPN
fuelectenerg-12782	46	25	network	network	NOUN
fuelectenerg-12782	46	26	(	(	PUNCT
fuelectenerg-12782	46	27	ebpn	ebpn	PROPN
fuelectenerg-12782	46	28	)	)	PUNCT
fuelectenerg-12782	46	29	of	of	ADP
fuelectenerg-12782	46	30	ann	ann	PROPN
fuelectenerg-12782	46	31	for	for	ADP
fuelectenerg-12782	46	32	a	a	DET
fuelectenerg-12782	46	33	wearable	wearable	ADJ
fuelectenerg-12782	46	34	hybrid	hybrid	ADJ
fuelectenerg-12782	46	35	fractal	fractal	ADJ
fuelectenerg-12782	46	36	antenna	antenna	NOUN
fuelectenerg-12782	46	37	operating	operate	VERB
fuelectenerg-12782	46	38	in	in	ADP
fuelectenerg-12782	46	39	the	the	DET
fuelectenerg-12782	46	40	s	s	NOUN
fuelectenerg-12782	46	41	-	-	NOUN
fuelectenerg-12782	46	42	band	band	NOUN
fuelectenerg-12782	46	43	,	,	PUNCT
fuelectenerg-12782	46	44	c	c	NOUN
fuelectenerg-12782	46	45	-	-	PUNCT
fuelectenerg-12782	46	46	band	band	NOUN
fuelectenerg-12782	46	47	,	,	PUNCT
fuelectenerg-12782	46	48	and	and	CCONJ
fuelectenerg-12782	46	49	x	x	X
fuelectenerg-12782	46	50	-	-	NOUN
fuelectenerg-12782	46	51	band	band	NOUN
fuelectenerg-12782	46	52	,	,	PUNCT
fuelectenerg-12782	46	53	with	with	ADP
fuelectenerg-12782	46	54	ffbpn	ffbpn	NOUN
fuelectenerg-12782	46	55	showing	show	VERB
fuelectenerg-12782	46	56	greater	great	ADJ
fuelectenerg-12782	46	57	accuracy	accuracy	NOUN
fuelectenerg-12782	46	58	[	[	X
fuelectenerg-12782	46	59	22	22	NUM
fuelectenerg-12782	46	60	]	]	PUNCT
fuelectenerg-12782	46	61	.	.	PUNCT
fuelectenerg-12782	47	1	using	use	VERB
fuelectenerg-12782	47	2	an	an	DET
fuelectenerg-12782	47	3	ann	ann	PROPN
fuelectenerg-12782	47	4	algorithm	algorithm	NOUN
fuelectenerg-12782	47	5	,	,	PUNCT
fuelectenerg-12782	47	6	a	a	DET
fuelectenerg-12782	47	7	dual	dual	ADJ
fuelectenerg-12782	47	8	-	-	PUNCT
fuelectenerg-12782	47	9	band	band	NOUN
fuelectenerg-12782	47	10	patch	patch	NOUN
fuelectenerg-12782	47	11	antenna	antenna	NOUN
fuelectenerg-12782	47	12	with	with	ADP
fuelectenerg-12782	47	13	an	an	DET
fuelectenerg-12782	47	14	h	h	NOUN
fuelectenerg-12782	47	15	-	-	PUNCT
fuelectenerg-12782	47	16	slot	slot	NOUN
fuelectenerg-12782	47	17	dgs	dgs	NOUN
fuelectenerg-12782	47	18	was	be	AUX
fuelectenerg-12782	47	19	designed	design	VERB
fuelectenerg-12782	47	20	for	for	ADP
fuelectenerg-12782	47	21	5	5	NUM
fuelectenerg-12782	47	22	g	g	NOUN
fuelectenerg-12782	47	23	applications	application	NOUN
fuelectenerg-12782	47	24	,	,	PUNCT
fuelectenerg-12782	47	25	adopting	adopt	VERB
fuelectenerg-12782	47	26	a	a	DET
fuelectenerg-12782	47	27	hybrid	hybrid	ADJ
fuelectenerg-12782	47	28	algorithm	algorithm	NOUN
fuelectenerg-12782	47	29	based	base	VERB
fuelectenerg-12782	47	30	on	on	ADP
fuelectenerg-12782	47	31	both	both	DET
fuelectenerg-12782	47	32	feed	feed	NOUN
fuelectenerg-12782	47	33	-	-	PUNCT
fuelectenerg-12782	47	34	forward	forward	NOUN
fuelectenerg-12782	47	35	backpropagation	backpropagation	NOUN
fuelectenerg-12782	47	36	and	and	CCONJ
fuelectenerg-12782	47	37	levenbergmarquardt	levenbergmarquardt	NOUN
fuelectenerg-12782	47	38	(	(	PUNCT
fuelectenerg-12782	47	39	lm	lm	INTJ
fuelectenerg-12782	47	40	)	)	PUNCT
fuelectenerg-12782	47	41	learning	learn	VERB
fuelectenerg-12782	47	42	to	to	PART
fuelectenerg-12782	47	43	optimize	optimize	VERB
fuelectenerg-12782	47	44	the	the	DET
fuelectenerg-12782	47	45	dgs	dgs	PROPN
fuelectenerg-12782	47	46	dimensions	dimension	NOUN
fuelectenerg-12782	47	47	for	for	ADP
fuelectenerg-12782	47	48	operation	operation	NOUN
fuelectenerg-12782	47	49	at	at	ADP
fuelectenerg-12782	47	50	3.76	3.76	NUM
fuelectenerg-12782	47	51	ghz	ghz	NOUN
fuelectenerg-12782	47	52	(	(	PUNCT
fuelectenerg-12782	47	53	from	from	ADP
fuelectenerg-12782	47	54	3.23	3.23	NUM
fuelectenerg-12782	47	55	ghz	ghz	NOUN
fuelectenerg-12782	47	56	to	to	ADP
fuelectenerg-12782	47	57	4.27	4.27	NUM
fuelectenerg-12782	47	58	ghz	ghz	NOUN
fuelectenerg-12782	47	59	)	)	PUNCT
fuelectenerg-12782	47	60	and	and	CCONJ
fuelectenerg-12782	47	61	6.1	6.1	NUM
fuelectenerg-12782	47	62	ghz	ghz	NOUN
fuelectenerg-12782	47	63	(	(	PUNCT
fuelectenerg-12782	47	64	from	from	ADP
fuelectenerg-12782	47	65	5.6	5.6	NUM
fuelectenerg-12782	47	66	ghz	ghz	NOUN
fuelectenerg-12782	47	67	to	to	ADP
fuelectenerg-12782	47	68	6.5	6.5	NUM
fuelectenerg-12782	47	69	ghz	ghz	NOUN
fuelectenerg-12782	47	70	)	)	PUNCT
fuelectenerg-12782	48	1	[	[	X
fuelectenerg-12782	48	2	23	23	NUM
fuelectenerg-12782	48	3	]	]	PUNCT
fuelectenerg-12782	48	4	.	.	PUNCT
fuelectenerg-12782	49	1	in	in	ADP
fuelectenerg-12782	49	2	another	another	DET
fuelectenerg-12782	49	3	study	study	NOUN
fuelectenerg-12782	49	4	,	,	PUNCT
fuelectenerg-12782	49	5	metamaterials	metamaterial	NOUN
fuelectenerg-12782	49	6	based	base	VERB
fuelectenerg-12782	49	7	on	on	ADP
fuelectenerg-12782	49	8	complementary	complementary	ADJ
fuelectenerg-12782	49	9	split	split	NOUN
fuelectenerg-12782	49	10	-	-	PUNCT
fuelectenerg-12782	49	11	ring	ring	NOUN
fuelectenerg-12782	49	12	resonators	resonator	NOUN
fuelectenerg-12782	49	13	(	(	PUNCT
fuelectenerg-12782	49	14	csrrs	csrr	NOUN
fuelectenerg-12782	49	15	)	)	PUNCT
fuelectenerg-12782	49	16	were	be	AUX
fuelectenerg-12782	49	17	designed	design	VERB
fuelectenerg-12782	49	18	for	for	ADP
fuelectenerg-12782	49	19	antenna	antenna	NOUN
fuelectenerg-12782	49	20	miniaturization	miniaturization	NOUN
fuelectenerg-12782	49	21	.	.	PUNCT
fuelectenerg-12782	50	1	the	the	DET
fuelectenerg-12782	50	2	process	process	NOUN
fuelectenerg-12782	50	3	involved	involve	VERB
fuelectenerg-12782	50	4	utilizing	utilize	VERB
fuelectenerg-12782	50	5	particle	particle	NOUN
fuelectenerg-12782	50	6	swarm	swarm	NOUN
fuelectenerg-12782	50	7	optimization	optimization	NOUN
fuelectenerg-12782	50	8	(	(	PUNCT
fuelectenerg-12782	50	9	pso	pso	NOUN
fuelectenerg-12782	50	10	)	)	PUNCT
fuelectenerg-12782	50	11	to	to	PART
fuelectenerg-12782	50	12	determine	determine	VERB
fuelectenerg-12782	50	13	the	the	DET
fuelectenerg-12782	50	14	dimensions	dimension	NOUN
fuelectenerg-12782	50	15	of	of	ADP
fuelectenerg-12782	50	16	the	the	DET
fuelectenerg-12782	50	17	planar	planar	ADJ
fuelectenerg-12782	50	18	csrr	csrr	ADJ
fuelectenerg-12782	50	19	structure	structure	NOUN
fuelectenerg-12782	50	20	,	,	PUNCT
fuelectenerg-12782	50	21	significantly	significantly	ADV
fuelectenerg-12782	50	22	reducing	reduce	VERB
fuelectenerg-12782	50	23	design	design	NOUN
fuelectenerg-12782	50	24	time	time	NOUN
fuelectenerg-12782	50	25	by	by	ADP
fuelectenerg-12782	50	26	integrating	integrate	VERB
fuelectenerg-12782	50	27	two	two	NUM
fuelectenerg-12782	50	28	machine	machine	NOUN
fuelectenerg-12782	50	29	learning	learning	NOUN
fuelectenerg-12782	50	30	(	(	PUNCT
fuelectenerg-12782	50	31	ml)-trained	ml)-traine	VERB
fuelectenerg-12782	50	32	neural	neural	ADJ
fuelectenerg-12782	50	33	networks	network	NOUN
fuelectenerg-12782	50	34	(	(	PUNCT
fuelectenerg-12782	50	35	nns	nn	NOUN
fuelectenerg-12782	50	36	)	)	PUNCT
fuelectenerg-12782	51	1	[	[	X
fuelectenerg-12782	51	2	24	24	NUM
fuelectenerg-12782	51	3	]	]	PUNCT
fuelectenerg-12782	51	4	.	.	PUNCT
fuelectenerg-12782	52	1	a	a	DET
fuelectenerg-12782	52	2	trained	train	VERB
fuelectenerg-12782	52	3	neural	neural	ADJ
fuelectenerg-12782	52	4	network	network	NOUN
fuelectenerg-12782	52	5	efficiently	efficiently	ADV
fuelectenerg-12782	52	6	mapped	map	VERB
fuelectenerg-12782	52	7	a	a	DET
fuelectenerg-12782	52	8	planar	planar	ADJ
fuelectenerg-12782	52	9	multiband	multiband	NOUN
fuelectenerg-12782	52	10	antenna	antenna	NOUN
fuelectenerg-12782	52	11	’s	’s	PART
fuelectenerg-12782	52	12	frequency	frequency	NOUN
fuelectenerg-12782	52	13	to	to	ADP
fuelectenerg-12782	52	14	the	the	DET
fuelectenerg-12782	52	15	ideal	ideal	NOUN
fuelectenerg-12782	52	16	normalized	normalize	VERB
fuelectenerg-12782	52	17	geometry	geometry	NOUN
fuelectenerg-12782	52	18	of	of	ADP
fuelectenerg-12782	52	19	the	the	DET
fuelectenerg-12782	52	20	antenna	antenna	NOUN
fuelectenerg-12782	52	21	patch	patch	NOUN
fuelectenerg-12782	52	22	.	.	PUNCT
fuelectenerg-12782	53	1	the	the	DET
fuelectenerg-12782	53	2	chosen	choose	VERB
fuelectenerg-12782	53	3	geometry	geometry	NOUN
fuelectenerg-12782	53	4	was	be	AUX
fuelectenerg-12782	53	5	then	then	ADV
fuelectenerg-12782	53	6	duplicated	duplicate	VERB
fuelectenerg-12782	53	7	,	,	PUNCT
fuelectenerg-12782	53	8	modeled	model	VERB
fuelectenerg-12782	53	9	in	in	ADP
fuelectenerg-12782	53	10	hfss	hfss	NOUN
fuelectenerg-12782	53	11	,	,	PUNCT
fuelectenerg-12782	53	12	and	and	CCONJ
fuelectenerg-12782	53	13	further	far	ADV
fuelectenerg-12782	53	14	fine	fine	ADV
fuelectenerg-12782	53	15	-	-	PUNCT
fuelectenerg-12782	53	16	tuned	tune	VERB
fuelectenerg-12782	53	17	using	use	VERB
fuelectenerg-12782	53	18	the	the	DET
fuelectenerg-12782	53	19	newton	newton	PROPN
fuelectenerg-12782	53	20	algorithm	algorithm	NOUN
fuelectenerg-12782	53	21	[	[	X
fuelectenerg-12782	53	22	25	25	NUM
fuelectenerg-12782	53	23	]	]	PUNCT
fuelectenerg-12782	53	24	.	.	PUNCT
fuelectenerg-12782	54	1	in	in	ADP
fuelectenerg-12782	54	2	[	[	X
fuelectenerg-12782	54	3	26	26	NUM
fuelectenerg-12782	54	4	]	]	X
fuelectenerg-12782	54	5	,	,	PUNCT
fuelectenerg-12782	54	6	a	a	DET
fuelectenerg-12782	54	7	patch	patch	ADJ
fuelectenerg-12782	54	8	antenna	antenna	NOUN
fuelectenerg-12782	54	9	suitable	suitable	ADJ
fuelectenerg-12782	54	10	for	for	ADP
fuelectenerg-12782	54	11	rf	rf	NOUN
fuelectenerg-12782	54	12	energy	energy	NOUN
fuelectenerg-12782	54	13	harvesting	harvesting	NOUN
fuelectenerg-12782	54	14	circuits	circuit	NOUN
fuelectenerg-12782	54	15	at	at	ADP
fuelectenerg-12782	54	16	2.4	2.4	NUM
fuelectenerg-12782	54	17	ghz	ghz	NOUN
fuelectenerg-12782	54	18	was	be	AUX
fuelectenerg-12782	54	19	proposed	propose	VERB
fuelectenerg-12782	54	20	,	,	PUNCT
fuelectenerg-12782	54	21	with	with	SCONJ
fuelectenerg-12782	54	22	optimization	optimization	NOUN
fuelectenerg-12782	54	23	performed	perform	VERB
fuelectenerg-12782	54	24	more	more	ADV
fuelectenerg-12782	54	25	effectively	effectively	ADV
fuelectenerg-12782	54	26	using	use	VERB
fuelectenerg-12782	54	27	ann	ann	PROPN
fuelectenerg-12782	54	28	compared	compare	VERB
fuelectenerg-12782	54	29	to	to	ADP
fuelectenerg-12782	54	30	traditional	traditional	ADJ
fuelectenerg-12782	54	31	simulation	simulation	NOUN
fuelectenerg-12782	54	32	software	software	NOUN
fuelectenerg-12782	54	33	.	.	PUNCT
fuelectenerg-12782	55	1	based	base	VERB
fuelectenerg-12782	55	2	on	on	ADP
fuelectenerg-12782	55	3	a	a	DET
fuelectenerg-12782	55	4	survey	survey	NOUN
fuelectenerg-12782	55	5	of	of	ADP
fuelectenerg-12782	55	6	ann	ann	PROPN
fuelectenerg-12782	55	7	-	-	PUNCT
fuelectenerg-12782	55	8	based	base	VERB
fuelectenerg-12782	55	9	patch	patch	NOUN
fuelectenerg-12782	55	10	antennas	antenna	NOUN
fuelectenerg-12782	55	11	,	,	PUNCT
fuelectenerg-12782	55	12	which	which	PRON
fuelectenerg-12782	55	13	focuses	focus	VERB
fuelectenerg-12782	55	14	on	on	ADP
fuelectenerg-12782	55	15	predicting	predict	VERB
fuelectenerg-12782	55	16	parameters	parameter	NOUN
fuelectenerg-12782	55	17	like	like	ADP
fuelectenerg-12782	55	18	resonant	resonant	ADJ
fuelectenerg-12782	55	19	frequency	frequency	NOUN
fuelectenerg-12782	55	20	,	,	PUNCT
fuelectenerg-12782	55	21	gain	gain	NOUN
fuelectenerg-12782	55	22	,	,	PUNCT
fuelectenerg-12782	55	23	and	and	CCONJ
fuelectenerg-12782	55	24	s11	s11	NOUN
fuelectenerg-12782	55	25	using	use	VERB
fuelectenerg-12782	55	26	various	various	ADJ
fuelectenerg-12782	55	27	algorithms	algorithm	NOUN
fuelectenerg-12782	55	28	,	,	PUNCT
fuelectenerg-12782	55	29	it	it	PRON
fuelectenerg-12782	55	30	is	be	AUX
fuelectenerg-12782	55	31	evident	evident	ADJ
fuelectenerg-12782	55	32	that	that	SCONJ
fuelectenerg-12782	55	33	adopting	adopt	VERB
fuelectenerg-12782	55	34	ann	ann	PROPN
fuelectenerg-12782	55	35	significantly	significantly	ADV
fuelectenerg-12782	55	36	reduces	reduce	VERB
fuelectenerg-12782	55	37	analysis	analysis	NOUN
fuelectenerg-12782	55	38	time	time	NOUN
fuelectenerg-12782	55	39	and	and	CCONJ
fuelectenerg-12782	55	40	simplifies	simplify	VERB
fuelectenerg-12782	55	41	the	the	DET
fuelectenerg-12782	55	42	prediction	prediction	NOUN
fuelectenerg-12782	55	43	process	process	NOUN
fuelectenerg-12782	55	44	.	.	PUNCT
fuelectenerg-12782	56	1	to	to	PART
fuelectenerg-12782	56	2	streamline	streamline	VERB
fuelectenerg-12782	56	3	the	the	DET
fuelectenerg-12782	56	4	process	process	NOUN
fuelectenerg-12782	56	5	and	and	CCONJ
fuelectenerg-12782	56	6	avoid	avoid	VERB
fuelectenerg-12782	56	7	the	the	DET
fuelectenerg-12782	56	8	complexity	complexity	NOUN
fuelectenerg-12782	56	9	of	of	ADP
fuelectenerg-12782	56	10	traditional	traditional	ADJ
fuelectenerg-12782	56	11	em	em	PROPN
fuelectenerg-12782	56	12	simulation	simulation	NOUN
fuelectenerg-12782	56	13	,	,	PUNCT
fuelectenerg-12782	56	14	ann	ann	PROPN
fuelectenerg-12782	56	15	is	be	AUX
fuelectenerg-12782	56	16	utilized	utilize	VERB
fuelectenerg-12782	56	17	to	to	PART
fuelectenerg-12782	56	18	analyse	analyse	VERB
fuelectenerg-12782	56	19	56	56	NUM
fuelectenerg-12782	56	20	c.	c.	PROPN
fuelectenerg-12782	56	21	p.	p.	PROPN
fuelectenerg-12782	56	22	singh	singh	PROPN
fuelectenerg-12782	56	23	,	,	PUNCT
fuelectenerg-12782	56	24	r.	r.	PROPN
fuelectenerg-12782	56	25	k.	k.	PROPN
fuelectenerg-12782	56	26	dwivedi	dwivedi	PROPN
fuelectenerg-12782	56	27	,	,	PUNCT
fuelectenerg-12782	56	28	a.	a.	PROPN
fuelectenerg-12782	56	29	verma	verma	PROPN
fuelectenerg-12782	56	30	,	,	PUNCT
fuelectenerg-12782	56	31	p.	p.	PROPN
fuelectenerg-12782	56	32	ranjan	ranjan	PROPN
fuelectenerg-12782	56	33	a	a	DET
fuelectenerg-12782	56	34	compact	compact	ADJ
fuelectenerg-12782	56	35	dgs	dgs	NOUN
fuelectenerg-12782	56	36	-	-	PUNCT
fuelectenerg-12782	56	37	based	base	VERB
fuelectenerg-12782	56	38	rectangular	rectangular	ADJ
fuelectenerg-12782	56	39	patch	patch	NOUN
fuelectenerg-12782	56	40	antenna	antenna	NOUN
fuelectenerg-12782	56	41	.	.	PUNCT
fuelectenerg-12782	57	1	section	section	NOUN
fuelectenerg-12782	57	2	2	2	NUM
fuelectenerg-12782	57	3	provides	provide	VERB
fuelectenerg-12782	57	4	an	an	DET
fuelectenerg-12782	57	5	introduction	introduction	NOUN
fuelectenerg-12782	57	6	to	to	ADP
fuelectenerg-12782	57	7	the	the	DET
fuelectenerg-12782	57	8	basic	basic	ADJ
fuelectenerg-12782	57	9	concepts	concept	NOUN
fuelectenerg-12782	57	10	of	of	ADP
fuelectenerg-12782	57	11	ann	ann	PROPN
fuelectenerg-12782	57	12	.	.	PROPN
fuelectenerg-12782	58	1	section	section	PROPN
fuelectenerg-12782	58	2	3	3	NUM
fuelectenerg-12782	58	3	presents	present	VERB
fuelectenerg-12782	58	4	the	the	DET
fuelectenerg-12782	58	5	model	model	NOUN
fuelectenerg-12782	58	6	of	of	ADP
fuelectenerg-12782	58	7	the	the	DET
fuelectenerg-12782	58	8	rms	rm	NOUN
fuelectenerg-12782	58	9	antenna	antenna	NOUN
fuelectenerg-12782	58	10	,	,	PUNCT
fuelectenerg-12782	58	11	excited	excite	VERB
fuelectenerg-12782	58	12	by	by	ADP
fuelectenerg-12782	58	13	a	a	DET
fuelectenerg-12782	58	14	lumped	lump	VERB
fuelectenerg-12782	58	15	port	port	NOUN
fuelectenerg-12782	58	16	.	.	PUNCT
fuelectenerg-12782	59	1	section	section	NOUN
fuelectenerg-12782	59	2	4	4	NUM
fuelectenerg-12782	59	3	details	detail	NOUN
fuelectenerg-12782	59	4	how	how	SCONJ
fuelectenerg-12782	59	5	the	the	DET
fuelectenerg-12782	59	6	datasets	dataset	NOUN
fuelectenerg-12782	59	7	are	be	AUX
fuelectenerg-12782	59	8	obtained	obtain	VERB
fuelectenerg-12782	59	9	through	through	ADP
fuelectenerg-12782	59	10	simulation	simulation	NOUN
fuelectenerg-12782	59	11	and	and	CCONJ
fuelectenerg-12782	59	12	subsequently	subsequently	ADV
fuelectenerg-12782	59	13	used	use	VERB
fuelectenerg-12782	59	14	in	in	ADP
fuelectenerg-12782	59	15	the	the	DET
fuelectenerg-12782	59	16	training	training	NOUN
fuelectenerg-12782	59	17	and	and	CCONJ
fuelectenerg-12782	59	18	testing	testing	NOUN
fuelectenerg-12782	59	19	processes	process	NOUN
fuelectenerg-12782	59	20	.	.	PUNCT
fuelectenerg-12782	60	1	in	in	ADP
fuelectenerg-12782	60	2	section	section	NOUN
fuelectenerg-12782	60	3	5	5	NUM
fuelectenerg-12782	60	4	,	,	PUNCT
fuelectenerg-12782	60	5	five	five	NUM
fuelectenerg-12782	60	6	ann	ann	PROPN
fuelectenerg-12782	60	7	algorithms	algorithm	NOUN
fuelectenerg-12782	60	8	are	be	AUX
fuelectenerg-12782	60	9	employed	employ	VERB
fuelectenerg-12782	60	10	to	to	PART
fuelectenerg-12782	60	11	analyse	analyse	VERB
fuelectenerg-12782	60	12	the	the	DET
fuelectenerg-12782	60	13	antenna	antenna	NOUN
fuelectenerg-12782	60	14	's	's	PART
fuelectenerg-12782	60	15	performance	performance	NOUN
fuelectenerg-12782	60	16	in	in	ADP
fuelectenerg-12782	60	17	terms	term	NOUN
fuelectenerg-12782	60	18	of	of	ADP
fuelectenerg-12782	60	19	s11	s11	PROPN
fuelectenerg-12782	60	20	.	.	PUNCT
fuelectenerg-12782	61	1	finally	finally	ADV
fuelectenerg-12782	61	2	,	,	PUNCT
fuelectenerg-12782	61	3	section	section	NOUN
fuelectenerg-12782	61	4	6	6	NUM
fuelectenerg-12782	61	5	offers	offer	VERB
fuelectenerg-12782	61	6	conclusions	conclusion	NOUN
fuelectenerg-12782	61	7	and	and	CCONJ
fuelectenerg-12782	61	8	suggests	suggest	VERB
fuelectenerg-12782	61	9	possible	possible	ADJ
fuelectenerg-12782	61	10	topics	topic	NOUN
fuelectenerg-12782	61	11	for	for	ADP
fuelectenerg-12782	61	12	future	future	ADJ
fuelectenerg-12782	61	13	research	research	NOUN
fuelectenerg-12782	61	14	.	.	PUNCT
fuelectenerg-12782	62	1	2	2	X
fuelectenerg-12782	62	2	.	.	X
fuelectenerg-12782	62	3	brief	brief	ADJ
fuelectenerg-12782	62	4	concept	concept	NOUN
fuelectenerg-12782	62	5	of	of	ADP
fuelectenerg-12782	62	6	ann	ann	PROPN
fuelectenerg-12782	62	7	an	an	DET
fuelectenerg-12782	62	8	artificial	artificial	ADJ
fuelectenerg-12782	62	9	neural	neural	ADJ
fuelectenerg-12782	62	10	network	network	NOUN
fuelectenerg-12782	62	11	(	(	PUNCT
fuelectenerg-12782	62	12	ann	ann	PROPN
fuelectenerg-12782	62	13	)	)	PUNCT
fuelectenerg-12782	62	14	consists	consist	VERB
fuelectenerg-12782	62	15	of	of	ADP
fuelectenerg-12782	62	16	interconnected	interconnected	ADJ
fuelectenerg-12782	62	17	neurons	neuron	NOUN
fuelectenerg-12782	62	18	arranged	arrange	VERB
fuelectenerg-12782	62	19	into	into	ADP
fuelectenerg-12782	62	20	layers	layer	NOUN
fuelectenerg-12782	62	21	,	,	PUNCT
fuelectenerg-12782	62	22	and	and	CCONJ
fuelectenerg-12782	62	23	information	information	NOUN
fuelectenerg-12782	62	24	is	be	AUX
fuelectenerg-12782	62	25	processed	process	VERB
fuelectenerg-12782	62	26	by	by	ADP
fuelectenerg-12782	62	27	modifying	modify	VERB
fuelectenerg-12782	62	28	weights	weight	NOUN
fuelectenerg-12782	62	29	and	and	CCONJ
fuelectenerg-12782	62	30	biases	bias	NOUN
fuelectenerg-12782	62	31	in	in	ADP
fuelectenerg-12782	62	32	the	the	DET
fuelectenerg-12782	62	33	connections	connection	NOUN
fuelectenerg-12782	62	34	between	between	ADP
fuelectenerg-12782	62	35	these	these	DET
fuelectenerg-12782	62	36	neurons	neuron	NOUN
fuelectenerg-12782	62	37	,	,	PUNCT
fuelectenerg-12782	62	38	as	as	SCONJ
fuelectenerg-12782	62	39	illustrated	illustrate	VERB
fuelectenerg-12782	62	40	in	in	ADP
fuelectenerg-12782	62	41	figure	figure	NOUN
fuelectenerg-12782	62	42	1	1	NUM
fuelectenerg-12782	62	43	.	.	PUNCT
fuelectenerg-12782	63	1	within	within	ADP
fuelectenerg-12782	63	2	this	this	DET
fuelectenerg-12782	63	3	structure	structure	NOUN
fuelectenerg-12782	63	4	,	,	PUNCT
fuelectenerg-12782	63	5	signals	signal	NOUN
fuelectenerg-12782	63	6	labelled	label	VERB
fuelectenerg-12782	63	7	as	as	ADP
fuelectenerg-12782	63	8	xi	xi	PROPN
fuelectenerg-12782	63	9	and	and	CCONJ
fuelectenerg-12782	63	10	xn	xn	PROPN
fuelectenerg-12782	63	11	emanate	emanate	VERB
fuelectenerg-12782	63	12	from	from	ADP
fuelectenerg-12782	63	13	signal	signal	NOUN
fuelectenerg-12782	63	14	sources	source	NOUN
fuelectenerg-12782	63	15	or	or	CCONJ
fuelectenerg-12782	63	16	other	other	ADJ
fuelectenerg-12782	63	17	neurons	neuron	NOUN
fuelectenerg-12782	63	18	[	[	X
fuelectenerg-12782	63	19	27	27	NUM
fuelectenerg-12782	63	20	-	-	SYM
fuelectenerg-12782	63	21	28	28	NUM
fuelectenerg-12782	63	22	]	]	PUNCT
fuelectenerg-12782	63	23	here	here	ADV
fuelectenerg-12782	63	24	,	,	PUNCT
fuelectenerg-12782	63	25	wi	wi	PROPN
fuelectenerg-12782	63	26	represents	represent	VERB
fuelectenerg-12782	63	27	the	the	DET
fuelectenerg-12782	63	28	weight	weight	NOUN
fuelectenerg-12782	63	29	for	for	ADP
fuelectenerg-12782	63	30	the	the	DET
fuelectenerg-12782	63	31	ith	ith	PROPN
fuelectenerg-12782	63	32	connection	connection	NOUN
fuelectenerg-12782	63	33	,	,	PUNCT
fuelectenerg-12782	63	34	and	and	CCONJ
fuelectenerg-12782	63	35	θ	θ	PROPN
fuelectenerg-12782	63	36	acts	act	VERB
fuelectenerg-12782	63	37	as	as	ADP
fuelectenerg-12782	63	38	the	the	DET
fuelectenerg-12782	63	39	threshold	threshold	NOUN
fuelectenerg-12782	63	40	,	,	PUNCT
fuelectenerg-12782	63	41	commonly	commonly	ADV
fuelectenerg-12782	63	42	referred	refer	VERB
fuelectenerg-12782	63	43	to	to	ADP
fuelectenerg-12782	63	44	as	as	ADP
fuelectenerg-12782	63	45	bias	bias	NOUN
fuelectenerg-12782	63	46	.	.	PUNCT
fuelectenerg-12782	64	1	the	the	DET
fuelectenerg-12782	64	2	inputs	input	NOUN
fuelectenerg-12782	64	3	and	and	CCONJ
fuelectenerg-12782	64	4	outputs	output	NOUN
fuelectenerg-12782	64	5	have	have	VERB
fuelectenerg-12782	64	6	some	some	DET
fuelectenerg-12782	64	7	relationship	relationship	NOUN
fuelectenerg-12782	64	8	which	which	PRON
fuelectenerg-12782	64	9	can	can	AUX
fuelectenerg-12782	64	10	be	be	AUX
fuelectenerg-12782	64	11	illustrated	illustrate	VERB
fuelectenerg-12782	64	12	as	as	SCONJ
fuelectenerg-12782	64	13	follows	follow	VERB
fuelectenerg-12782	64	14	:	:	PUNCT
fuelectenerg-12782	64	15	(	(	PUNCT
fuelectenerg-12782	64	16	)	)	PUNCT
fuelectenerg-12782	64	17	(	(	PUNCT
fuelectenerg-12782	65	1	)	)	PUNCT
fuelectenerg-12782	65	2	i	i	PRON
fuelectenerg-12782	65	3	iy	iy	INTJ
fuelectenerg-12782	65	4	f	f	PROPN
fuelectenerg-12782	65	5	w	w	PROPN
fuelectenerg-12782	65	6	x	x	PUNCT
fuelectenerg-12782	65	7	=	=	ADJ
fuelectenerg-12782	65	8			PROPN
fuelectenerg-12782	65	9	−	−	ADV
fuelectenerg-12782	65	10	(	(	PUNCT
fuelectenerg-12782	65	11	1	1	X
fuelectenerg-12782	65	12	)	)	PUNCT
fuelectenerg-12782	65	13	fig.1	fig.1	PROPN
fuelectenerg-12782	65	14	ann	ann	PROPN
fuelectenerg-12782	65	15	basic	basic	ADJ
fuelectenerg-12782	65	16	model	model	NOUN
fuelectenerg-12782	65	17	the	the	DET
fuelectenerg-12782	65	18	ann	ann	PROPN
fuelectenerg-12782	65	19	training	training	NOUN
fuelectenerg-12782	65	20	process	process	NOUN
fuelectenerg-12782	65	21	involves	involve	VERB
fuelectenerg-12782	65	22	providing	provide	VERB
fuelectenerg-12782	65	23	the	the	DET
fuelectenerg-12782	65	24	network	network	NOUN
fuelectenerg-12782	65	25	with	with	ADP
fuelectenerg-12782	65	26	input	input	NOUN
fuelectenerg-12782	65	27	data	datum	NOUN
fuelectenerg-12782	65	28	and	and	CCONJ
fuelectenerg-12782	65	29	corresponding	correspond	VERB
fuelectenerg-12782	65	30	target	target	NOUN
fuelectenerg-12782	65	31	data	datum	NOUN
fuelectenerg-12782	65	32	(	(	PUNCT
fuelectenerg-12782	65	33	desired	desire	VERB
fuelectenerg-12782	65	34	output	output	NOUN
fuelectenerg-12782	65	35	data	datum	NOUN
fuelectenerg-12782	65	36	)	)	PUNCT
fuelectenerg-12782	65	37	,	,	PUNCT
fuelectenerg-12782	65	38	collectively	collectively	ADV
fuelectenerg-12782	65	39	referred	refer	VERB
fuelectenerg-12782	65	40	to	to	ADP
fuelectenerg-12782	65	41	as	as	ADP
fuelectenerg-12782	65	42	learning	learn	VERB
fuelectenerg-12782	65	43	data	datum	NOUN
fuelectenerg-12782	65	44	.	.	PUNCT
fuelectenerg-12782	66	1	prior	prior	ADV
fuelectenerg-12782	66	2	to	to	ADP
fuelectenerg-12782	66	3	training	training	NOUN
fuelectenerg-12782	66	4	,	,	PUNCT
fuelectenerg-12782	66	5	the	the	DET
fuelectenerg-12782	66	6	network	network	NOUN
fuelectenerg-12782	66	7	is	be	AUX
fuelectenerg-12782	66	8	given	give	VERB
fuelectenerg-12782	66	9	this	this	DET
fuelectenerg-12782	66	10	information	information	NOUN
fuelectenerg-12782	66	11	to	to	PART
fuelectenerg-12782	66	12	learn	learn	VERB
fuelectenerg-12782	66	13	and	and	CCONJ
fuelectenerg-12782	66	14	the	the	DET
fuelectenerg-12782	66	15	network	network	NOUN
fuelectenerg-12782	66	16	arrange	arrange	VERB
fuelectenerg-12782	66	17	the	the	DET
fuelectenerg-12782	66	18	weights	weight	NOUN
fuelectenerg-12782	66	19	of	of	ADP
fuelectenerg-12782	66	20	each	each	DET
fuelectenerg-12782	66	21	unit	unit	NOUN
fuelectenerg-12782	66	22	to	to	PART
fuelectenerg-12782	66	23	reduce	reduce	VERB
fuelectenerg-12782	66	24	the	the	DET
fuelectenerg-12782	66	25	error	error	NOUN
fuelectenerg-12782	66	26	among	among	ADP
fuelectenerg-12782	66	27	desired	desire	VERB
fuelectenerg-12782	66	28	and	and	CCONJ
fuelectenerg-12782	66	29	actual	actual	ADJ
fuelectenerg-12782	66	30	output	output	NOUN
fuelectenerg-12782	66	31	.	.	PUNCT
fuelectenerg-12782	67	1	this	this	DET
fuelectenerg-12782	67	2	error	error	NOUN
fuelectenerg-12782	67	3	is	be	AUX
fuelectenerg-12782	67	4	quantified	quantify	VERB
fuelectenerg-12782	67	5	as	as	ADP
fuelectenerg-12782	67	6	the	the	DET
fuelectenerg-12782	67	7	mean	mean	ADJ
fuelectenerg-12782	67	8	square	square	ADJ
fuelectenerg-12782	67	9	error	error	NOUN
fuelectenerg-12782	67	10	(	(	PUNCT
fuelectenerg-12782	67	11	mse	mse	NOUN
fuelectenerg-12782	67	12	)	)	PUNCT
fuelectenerg-12782	68	1	[	[	X
fuelectenerg-12782	68	2	29	29	NUM
fuelectenerg-12782	68	3	]	]	PUNCT
fuelectenerg-12782	68	4	.	.	PUNCT
fuelectenerg-12782	69	1	the	the	DET
fuelectenerg-12782	69	2	mse	mse	PROPN
fuelectenerg-12782	69	3	signifies	signify	VERB
fuelectenerg-12782	69	4	the	the	DET
fuelectenerg-12782	69	5	growing	grow	VERB
fuelectenerg-12782	69	6	error	error	NOUN
fuelectenerg-12782	69	7	among	among	ADP
fuelectenerg-12782	69	8	the	the	DET
fuelectenerg-12782	69	9	network	network	NOUN
fuelectenerg-12782	69	10	's	's	PART
fuelectenerg-12782	69	11	output	output	NOUN
fuelectenerg-12782	69	12	and	and	CCONJ
fuelectenerg-12782	69	13	the	the	DET
fuelectenerg-12782	69	14	target	target	NOUN
fuelectenerg-12782	69	15	output	output	NOUN
fuelectenerg-12782	69	16	,	,	PUNCT
fuelectenerg-12782	69	17	serving	serve	VERB
fuelectenerg-12782	69	18	as	as	ADP
fuelectenerg-12782	69	19	the	the	DET
fuelectenerg-12782	69	20	performance	performance	NOUN
fuelectenerg-12782	69	21	index	index	NOUN
fuelectenerg-12782	69	22	[	[	X
fuelectenerg-12782	69	23	30	30	NUM
fuelectenerg-12782	69	24	]	]	PUNCT
fuelectenerg-12782	69	25	.	.	PUNCT
fuelectenerg-12782	70	1	mathematically	mathematically	ADV
fuelectenerg-12782	70	2	,	,	PUNCT
fuelectenerg-12782	70	3	the	the	DET
fuelectenerg-12782	70	4	mse	mse	NOUN
fuelectenerg-12782	70	5	is	be	AUX
fuelectenerg-12782	70	6	expressed	express	VERB
fuelectenerg-12782	70	7	as	as	ADP
fuelectenerg-12782	70	8	:	:	PUNCT
fuelectenerg-12782	70	9	(	(	PUNCT
fuelectenerg-12782	70	10	)	)	SYM
fuelectenerg-12782	70	11	2	2	NUM
fuelectenerg-12782	70	12	1	1	NUM
fuelectenerg-12782	70	13	1	1	NUM
fuelectenerg-12782	70	14	1	1	NUM
fuelectenerg-12782	70	15	mean	mean	NOUN
fuelectenerg-12782	70	16	squared	square	VERB
fuelectenerg-12782	70	17	error	error	NOUN
fuelectenerg-12782	70	18	(	(	PUNCT
fuelectenerg-12782	70	19	mse	mse	NOUN
fuelectenerg-12782	70	20	)	)	PUNCT
fuelectenerg-12782	70	21	(	(	PUNCT
fuelectenerg-12782	70	22	(	(	PUNCT
fuelectenerg-12782	70	23	)	)	PUNCT
fuelectenerg-12782	70	24	)	)	PUNCT
fuelectenerg-12782	71	1	n	n	CCONJ
fuelectenerg-12782	71	2	i	i	PRON
fuelectenerg-12782	72	1	n	n	VERB
fuelectenerg-12782	73	1	i	i	PRON
fuelectenerg-12782	73	2	ii	ii	VERB
fuelectenerg-12782	74	1	i	i	PRON
fuelectenerg-12782	74	2	ann	ann	PROPN
fuelectenerg-12782	75	1	x	x	PUNCT
fuelectenerg-12782	75	2	y	y	PROPN
fuelectenerg-12782	75	3	n	n	NOUN
fuelectenerg-12782	75	4	=	=	PUNCT
fuelectenerg-12782	75	5	=	=	SYM
fuelectenerg-12782	75	6	=	=	PUNCT
fuelectenerg-12782	75	7	=	=	SYM
fuelectenerg-12782	75	8	−	−	NOUN
fuelectenerg-12782	75	9			X
fuelectenerg-12782	75	10	(	(	PUNCT
fuelectenerg-12782	75	11	2	2	X
fuelectenerg-12782	75	12	)	)	PUNCT
fuelectenerg-12782	75	13	analysis	analysis	NOUN
fuelectenerg-12782	75	14	of	of	ADP
fuelectenerg-12782	75	15	dgs	dgs	NOUN
fuelectenerg-12782	75	16	based	base	VERB
fuelectenerg-12782	75	17	rectangular	rectangular	ADJ
fuelectenerg-12782	75	18	patch	patch	NOUN
fuelectenerg-12782	75	19	antenna	antenna	NOUN
fuelectenerg-12782	75	20	with	with	ADP
fuelectenerg-12782	75	21	artificial	artificial	ADJ
fuelectenerg-12782	75	22	neural	neural	ADJ
fuelectenerg-12782	75	23	network	network	NOUN
fuelectenerg-12782	75	24	...	...	PUNCT
fuelectenerg-12782	75	25	57	57	NUM
fuelectenerg-12782	75	26	where	where	SCONJ
fuelectenerg-12782	75	27	n	n	NOUN
fuelectenerg-12782	75	28	indicates	indicate	VERB
fuelectenerg-12782	75	29	the	the	DET
fuelectenerg-12782	75	30	number	number	NOUN
fuelectenerg-12782	75	31	of	of	ADP
fuelectenerg-12782	75	32	samples	sample	NOUN
fuelectenerg-12782	75	33	and	and	CCONJ
fuelectenerg-12782	75	34	yi	yi	NOUN
fuelectenerg-12782	75	35	is	be	AUX
fuelectenerg-12782	75	36	desired	desire	VERB
fuelectenerg-12782	75	37	output	output	NOUN
fuelectenerg-12782	75	38	,	,	PUNCT
fuelectenerg-12782	75	39	ann(xi	ann(xi	NUM
fuelectenerg-12782	75	40	)	)	PUNCT
fuelectenerg-12782	75	41	signifies	signify	VERB
fuelectenerg-12782	75	42	the	the	DET
fuelectenerg-12782	75	43	ann	ann	PROPN
fuelectenerg-12782	75	44	output	output	NOUN
fuelectenerg-12782	75	45	,	,	PUNCT
fuelectenerg-12782	75	46	and	and	CCONJ
fuelectenerg-12782	75	47	the	the	DET
fuelectenerg-12782	75	48	summation	summation	NOUN
fuelectenerg-12782	75	49	is	be	AUX
fuelectenerg-12782	75	50	performed	perform	VERB
fuelectenerg-12782	75	51	over	over	ADP
fuelectenerg-12782	75	52	all	all	DET
fuelectenerg-12782	75	53	samples	sample	NOUN
fuelectenerg-12782	75	54	in	in	ADP
fuelectenerg-12782	75	55	the	the	DET
fuelectenerg-12782	75	56	dataset	dataset	NOUN
fuelectenerg-12782	75	57	.	.	PUNCT
fuelectenerg-12782	76	1	the	the	DET
fuelectenerg-12782	76	2	accuracy	accuracy	NOUN
fuelectenerg-12782	76	3	in	in	ADP
fuelectenerg-12782	76	4	an	an	DET
fuelectenerg-12782	76	5	artificial	artificial	ADJ
fuelectenerg-12782	76	6	neural	neural	ADJ
fuelectenerg-12782	76	7	network	network	NOUN
fuelectenerg-12782	76	8	(	(	PUNCT
fuelectenerg-12782	76	9	ann	ann	PROPN
fuelectenerg-12782	76	10	)	)	PUNCT
fuelectenerg-12782	76	11	refers	refer	VERB
fuelectenerg-12782	76	12	to	to	ADP
fuelectenerg-12782	76	13	the	the	DET
fuelectenerg-12782	76	14	percentage	percentage	NOUN
fuelectenerg-12782	76	15	of	of	ADP
fuelectenerg-12782	76	16	correct	correct	ADJ
fuelectenerg-12782	76	17	predictions	prediction	NOUN
fuelectenerg-12782	76	18	made	make	VERB
fuelectenerg-12782	76	19	by	by	ADP
fuelectenerg-12782	76	20	the	the	DET
fuelectenerg-12782	76	21	model	model	NOUN
fuelectenerg-12782	76	22	on	on	ADP
fuelectenerg-12782	76	23	a	a	DET
fuelectenerg-12782	76	24	given	give	VERB
fuelectenerg-12782	76	25	dataset	dataset	NOUN
fuelectenerg-12782	76	26	.	.	PUNCT
fuelectenerg-12782	77	1	it	it	PRON
fuelectenerg-12782	77	2	is	be	AUX
fuelectenerg-12782	77	3	a	a	DET
fuelectenerg-12782	77	4	metric	metric	ADJ
fuelectenerg-12782	77	5	used	use	VERB
fuelectenerg-12782	77	6	to	to	PART
fuelectenerg-12782	77	7	evaluate	evaluate	VERB
fuelectenerg-12782	77	8	how	how	SCONJ
fuelectenerg-12782	77	9	well	well	ADV
fuelectenerg-12782	77	10	the	the	DET
fuelectenerg-12782	77	11	model	model	NOUN
fuelectenerg-12782	77	12	performs	perform	VERB
fuelectenerg-12782	77	13	in	in	ADP
fuelectenerg-12782	77	14	terms	term	NOUN
fuelectenerg-12782	77	15	of	of	ADP
fuelectenerg-12782	77	16	correctly	correctly	ADV
fuelectenerg-12782	77	17	classifying	classify	VERB
fuelectenerg-12782	77	18	or	or	CCONJ
fuelectenerg-12782	77	19	predicting	predict	VERB
fuelectenerg-12782	77	20	outcomes	outcome	NOUN
fuelectenerg-12782	77	21	.	.	PUNCT
fuelectenerg-12782	78	1	|	|	ADV
fuelectenerg-12782	78	2	ann	ann	PROPN
fuelectenerg-12782	78	3	(	(	PUNCT
fuelectenerg-12782	78	4	)	)	PUNCT
fuelectenerg-12782	78	5	|	|	ADV
fuelectenerg-12782	78	6	ann((x	ann((x	NOUN
fuelectenerg-12782	78	7	)	)	PUNCT
fuelectenerg-12782	78	8	)	)	PUNCT
fuelectenerg-12782	79	1	||	||	NUM
fuelectenerg-12782	79	2	accuracy	accuracy	NOUN
fuelectenerg-12782	79	3	(	(	PUNCT
fuelectenerg-12782	79	4	%	%	NOUN
fuelectenerg-12782	79	5	)	)	PUNCT
fuelectenerg-12782	79	6	100	100	NUM
fuelectenerg-12782	79	7	ann	ann	PROPN
fuelectenerg-12782	79	8	(	(	PUNCT
fuelectenerg-12782	79	9	)	)	PUNCT
fuelectenerg-12782	79	10	i	i	PRON
fuelectenerg-12782	80	1	i	i	PRON
fuelectenerg-12782	80	2	i	i	PRON
fuelectenerg-12782	81	1	i	i	VERB
fuelectenerg-12782	81	2	x	x	VERB
fuelectenerg-12782	82	1	y	y	NOUN
fuelectenerg-12782	82	2	x	x	NOUN
fuelectenerg-12782	82	3	−	−	NOUN
fuelectenerg-12782	83	1	−	−	PROPN
fuelectenerg-12782	83	2	=	=	SYM
fuelectenerg-12782	83	3			PROPN
fuelectenerg-12782	83	4	(	(	PUNCT
fuelectenerg-12782	83	5	3	3	NUM
fuelectenerg-12782	83	6	)	)	PUNCT
fuelectenerg-12782	83	7	3	3	NUM
fuelectenerg-12782	83	8	.	.	PUNCT
fuelectenerg-12782	84	1	design	design	NOUN
fuelectenerg-12782	84	2	specifications	specification	NOUN
fuelectenerg-12782	84	3	of	of	ADP
fuelectenerg-12782	84	4	proposed	propose	VERB
fuelectenerg-12782	84	5	antenna	antenna	NOUN
fuelectenerg-12782	84	6	3.1	3.1	NUM
fuelectenerg-12782	84	7	.	.	PUNCT
fuelectenerg-12782	85	1	design	design	NOUN
fuelectenerg-12782	85	2	of	of	ADP
fuelectenerg-12782	85	3	proposed	propose	VERB
fuelectenerg-12782	85	4	antenna	antenna	NOUN
fuelectenerg-12782	85	5	initially	initially	ADV
fuelectenerg-12782	85	6	a	a	DET
fuelectenerg-12782	85	7	rectangular	rectangular	ADJ
fuelectenerg-12782	85	8	patch	patch	NOUN
fuelectenerg-12782	85	9	antenna	antenna	NOUN
fuelectenerg-12782	85	10	with	with	ADP
fuelectenerg-12782	85	11	dimensions	dimension	NOUN
fuelectenerg-12782	85	12	l1	l1	PROPN
fuelectenerg-12782	85	13	as	as	ADP
fuelectenerg-12782	85	14	length	length	NOUN
fuelectenerg-12782	85	15	and	and	CCONJ
fuelectenerg-12782	85	16	w1	w1	NOUN
fuelectenerg-12782	85	17	as	as	SCONJ
fuelectenerg-12782	85	18	its	its	PRON
fuelectenerg-12782	85	19	width	width	NOUN
fuelectenerg-12782	85	20	is	be	AUX
fuelectenerg-12782	85	21	placed	place	VERB
fuelectenerg-12782	85	22	at	at	ADP
fuelectenerg-12782	85	23	height	height	NOUN
fuelectenerg-12782	85	24	‘	'	PUNCT
fuelectenerg-12782	85	25	h	h	NOUN
fuelectenerg-12782	85	26	’	'	PUNCT
fuelectenerg-12782	85	27	on	on	ADP
fuelectenerg-12782	85	28	fr4	fr4	PROPN
fuelectenerg-12782	85	29	substrate	substrate	NOUN
fuelectenerg-12782	85	30	with	with	ADP
fuelectenerg-12782	85	31	ground	ground	NOUN
fuelectenerg-12782	85	32	plane	plane	NOUN
fuelectenerg-12782	85	33	of	of	ADP
fuelectenerg-12782	85	34	dimension	dimension	NOUN
fuelectenerg-12782	85	35	18x18mm2	18x18mm2	NUM
fuelectenerg-12782	85	36	.	.	PUNCT
fuelectenerg-12782	86	1	the	the	DET
fuelectenerg-12782	86	2	design	design	NOUN
fuelectenerg-12782	86	3	equations	equation	NOUN
fuelectenerg-12782	86	4	are	be	AUX
fuelectenerg-12782	86	5	illustrated	illustrate	VERB
fuelectenerg-12782	86	6	in	in	ADP
fuelectenerg-12782	86	7	equations	equation	NOUN
fuelectenerg-12782	86	8	4	4	NUM
fuelectenerg-12782	86	9	-	-	SYM
fuelectenerg-12782	86	10	7	7	NUM
fuelectenerg-12782	86	11	.	.	NOUN
fuelectenerg-12782	86	12	0	0	NUM
fuelectenerg-12782	86	13	1	1	NUM
fuelectenerg-12782	86	14	2	2	NUM
fuelectenerg-12782	86	15	2	2	NUM
fuelectenerg-12782	86	16	r	r	NOUN
fuelectenerg-12782	86	17	c	c	NOUN
fuelectenerg-12782	86	18	w	w	PROPN
fuelectenerg-12782	86	19	f	f	PROPN
fuelectenerg-12782	86	20			PROPN
fuelectenerg-12782	87	1	=	=	PUNCT
fuelectenerg-12782	88	1	+	+	CCONJ
fuelectenerg-12782	88	2	(	(	PUNCT
fuelectenerg-12782	88	3	4	4	NUM
fuelectenerg-12782	88	4	)	)	SYM
fuelectenerg-12782	88	5	1	1	NUM
fuelectenerg-12782	88	6	1	1	NUM
fuelectenerg-12782	88	7	1	1	NUM
fuelectenerg-12782	88	8	2	2	NUM
fuelectenerg-12782	88	9	2	2	NUM
fuelectenerg-12782	88	10	10	10	NUM
fuelectenerg-12782	88	11	1	1	NUM
fuelectenerg-12782	88	12	r	r	NOUN
fuelectenerg-12782	88	13	r	r	NOUN
fuelectenerg-12782	88	14	eff	eff	PROPN
fuelectenerg-12782	88	15	h	h	PROPN
fuelectenerg-12782	88	16	w	w	PROPN
fuelectenerg-12782	88	17			PROPN
fuelectenerg-12782	88	18			PROPN
fuelectenerg-12782	88	19			PROPN
fuelectenerg-12782	88	20			NOUN
fuelectenerg-12782	88	21			PROPN
fuelectenerg-12782	88	22			PROPN
fuelectenerg-12782	89	1			PROPN
fuelectenerg-12782	90	1	+	+	CCONJ
fuelectenerg-12782	90	2	−	−	PROPN
fuelectenerg-12782	91	1			PROPN
fuelectenerg-12782	91	2	=	=	PROPN
fuelectenerg-12782	91	3	+	+	CCONJ
fuelectenerg-12782	91	4			PROPN
fuelectenerg-12782	91	5			PROPN
fuelectenerg-12782	92	1	+	+	NOUN
fuelectenerg-12782	92	2			PROPN
fuelectenerg-12782	92	3			CCONJ
fuelectenerg-12782	92	4			PROPN
fuelectenerg-12782	92	5			NOUN
fuelectenerg-12782	92	6	(	(	PUNCT
fuelectenerg-12782	92	7	5	5	NUM
fuelectenerg-12782	92	8	)	)	PUNCT
fuelectenerg-12782	92	9	(	(	PUNCT
fuelectenerg-12782	92	10	0.3	0.3	NUM
fuelectenerg-12782	92	11	)	)	PUNCT
fuelectenerg-12782	92	12	0.264	0.264	NUM
fuelectenerg-12782	92	13	0.412	0.412	NUM
fuelectenerg-12782	92	14	(	(	PUNCT
fuelectenerg-12782	92	15	0.258	0.258	NUM
fuelectenerg-12782	92	16	)	)	PUNCT
fuelectenerg-12782	92	17	0.813	0.813	NUM
fuelectenerg-12782	92	18	eff	eff	PROPN
fuelectenerg-12782	92	19	eff	eff	PROPN
fuelectenerg-12782	92	20	w	w	PROPN
fuelectenerg-12782	92	21	h	h	PROPN
fuelectenerg-12782	92	22	l	l	PROPN
fuelectenerg-12782	92	23	h	h	NOUN
fuelectenerg-12782	92	24	w	w	PROPN
fuelectenerg-12782	92	25	h	h	PROPN
fuelectenerg-12782	92	26			PROPN
fuelectenerg-12782	92	27			PROPN
fuelectenerg-12782	92	28			NOUN
fuelectenerg-12782	92	29			NOUN
fuelectenerg-12782	92	30	+	+	CCONJ
fuelectenerg-12782	92	31	+	+	ADJ
fuelectenerg-12782	92	32			ADJ
fuelectenerg-12782	92	33			PROPN
fuelectenerg-12782	92	34			PROPN
fuelectenerg-12782	92	35			NOUN
fuelectenerg-12782	92	36			PUNCT
fuelectenerg-12782	93	1	=	=	PUNCT
fuelectenerg-12782	93	2			NOUN
fuelectenerg-12782	93	3			NOUN
fuelectenerg-12782	93	4	−	−	PROPN
fuelectenerg-12782	94	1	+	+	ADJ
fuelectenerg-12782	94	2			PROPN
fuelectenerg-12782	94	3			CCONJ
fuelectenerg-12782	94	4			PROPN
fuelectenerg-12782	94	5			NOUN
fuelectenerg-12782	94	6	(	(	PUNCT
fuelectenerg-12782	94	7	6	6	NUM
fuelectenerg-12782	94	8	)	)	PUNCT
fuelectenerg-12782	94	9	02	02	NUM
fuelectenerg-12782	94	10	eff	eff	PROPN
fuelectenerg-12782	94	11	eff	eff	PROPN
fuelectenerg-12782	94	12	c	c	PROPN
fuelectenerg-12782	94	13	l	l	PROPN
fuelectenerg-12782	94	14	f	f	PROPN
fuelectenerg-12782	94	15			PROPN
fuelectenerg-12782	94	16	=	=	PUNCT
fuelectenerg-12782	94	17	(	(	PUNCT
fuelectenerg-12782	94	18	7	7	NUM
fuelectenerg-12782	94	19	)	)	PUNCT
fuelectenerg-12782	94	20	in	in	ADP
fuelectenerg-12782	94	21	the	the	DET
fuelectenerg-12782	94	22	ground	ground	NOUN
fuelectenerg-12782	94	23	plane	plane	NOUN
fuelectenerg-12782	94	24	of	of	ADP
fuelectenerg-12782	94	25	the	the	DET
fuelectenerg-12782	94	26	rmsa	rmsa	NOUN
fuelectenerg-12782	94	27	antenna	antenna	NOUN
fuelectenerg-12782	94	28	,	,	PUNCT
fuelectenerg-12782	94	29	rectangular	rectangular	ADJ
fuelectenerg-12782	94	30	slots	slot	NOUN
fuelectenerg-12782	94	31	are	be	AUX
fuelectenerg-12782	94	32	embedded	embed	VERB
fuelectenerg-12782	94	33	which	which	PRON
fuelectenerg-12782	94	34	results	result	VERB
fuelectenerg-12782	94	35	in	in	ADP
fuelectenerg-12782	94	36	defected	defected	ADJ
fuelectenerg-12782	94	37	ground	ground	NOUN
fuelectenerg-12782	94	38	as	as	SCONJ
fuelectenerg-12782	94	39	shown	show	VERB
fuelectenerg-12782	94	40	in	in	ADP
fuelectenerg-12782	94	41	figure	figure	NOUN
fuelectenerg-12782	94	42	2(c	2(c	NUM
fuelectenerg-12782	94	43	)	)	PUNCT
fuelectenerg-12782	94	44	.	.	PUNCT
fuelectenerg-12782	95	1	figure	figure	NOUN
fuelectenerg-12782	95	2	2	2	NUM
fuelectenerg-12782	95	3	(	(	PUNCT
fuelectenerg-12782	95	4	a	a	NOUN
fuelectenerg-12782	95	5	)	)	PUNCT
fuelectenerg-12782	95	6	,	,	PUNCT
fuelectenerg-12782	95	7	(	(	PUNCT
fuelectenerg-12782	95	8	b	b	X
fuelectenerg-12782	95	9	)	)	PUNCT
fuelectenerg-12782	95	10	and	and	CCONJ
fuelectenerg-12782	95	11	(	(	PUNCT
fuelectenerg-12782	95	12	c	c	NOUN
fuelectenerg-12782	95	13	)	)	PUNCT
fuelectenerg-12782	95	14	depict	depict	NOUN
fuelectenerg-12782	95	15	top	top	NOUN
fuelectenerg-12782	95	16	,	,	PUNCT
fuelectenerg-12782	95	17	side	side	NOUN
fuelectenerg-12782	95	18	and	and	CCONJ
fuelectenerg-12782	95	19	bottom	bottom	ADJ
fuelectenerg-12782	95	20	view	view	NOUN
fuelectenerg-12782	95	21	respectively	respectively	ADV
fuelectenerg-12782	95	22	of	of	ADP
fuelectenerg-12782	95	23	the	the	DET
fuelectenerg-12782	95	24	proposed	propose	VERB
fuelectenerg-12782	95	25	antenna	antenna	NOUN
fuelectenerg-12782	95	26	which	which	PRON
fuelectenerg-12782	95	27	is	be	AUX
fuelectenerg-12782	95	28	a	a	DET
fuelectenerg-12782	95	29	rectangular	rectangular	ADJ
fuelectenerg-12782	95	30	patch	patch	NOUN
fuelectenerg-12782	95	31	constructed	construct	VERB
fuelectenerg-12782	95	32	on	on	ADP
fuelectenerg-12782	95	33	an	an	DET
fuelectenerg-12782	95	34	fr4	fr4	NOUN
fuelectenerg-12782	95	35	substrate	substrate	NOUN
fuelectenerg-12782	95	36	having	having	AUX
fuelectenerg-12782	95	37	defected	defect	VERB
fuelectenerg-12782	95	38	ground	ground	NOUN
fuelectenerg-12782	95	39	.	.	PUNCT
fuelectenerg-12782	96	1	the	the	DET
fuelectenerg-12782	96	2	table	table	NOUN
fuelectenerg-12782	96	3	1	1	NUM
fuelectenerg-12782	96	4	is	be	AUX
fuelectenerg-12782	96	5	illustrating	illustrate	VERB
fuelectenerg-12782	96	6	its	its	PRON
fuelectenerg-12782	96	7	dimensions	dimension	NOUN
fuelectenerg-12782	96	8	in	in	ADP
fuelectenerg-12782	96	9	mm	mm	PROPN
fuelectenerg-12782	96	10	.	.	PROPN
fuelectenerg-12782	96	11	58	58	NUM
fuelectenerg-12782	96	12	c.	c.	PROPN
fuelectenerg-12782	96	13	p.	p.	PROPN
fuelectenerg-12782	96	14	singh	singh	PROPN
fuelectenerg-12782	96	15	,	,	PUNCT
fuelectenerg-12782	96	16	r.	r.	PROPN
fuelectenerg-12782	96	17	k.	k.	PROPN
fuelectenerg-12782	96	18	dwivedi	dwivedi	PROPN
fuelectenerg-12782	96	19	,	,	PUNCT
fuelectenerg-12782	96	20	a.	a.	PROPN
fuelectenerg-12782	96	21	verma	verma	PROPN
fuelectenerg-12782	96	22	,	,	PUNCT
fuelectenerg-12782	96	23	p.	p.	PROPN
fuelectenerg-12782	96	24	ranjan	ranjan	PROPN
fuelectenerg-12782	96	25	(	(	PUNCT
fuelectenerg-12782	96	26	a	a	NOUN
fuelectenerg-12782	96	27	)	)	PUNCT
fuelectenerg-12782	96	28	(	(	PUNCT
fuelectenerg-12782	96	29	b	b	X
fuelectenerg-12782	96	30	)	)	PUNCT
fuelectenerg-12782	96	31	(	(	PUNCT
fuelectenerg-12782	96	32	c	c	X
fuelectenerg-12782	96	33	)	)	PUNCT
fuelectenerg-12782	96	34	fig	fig	NOUN
fuelectenerg-12782	96	35	.	.	PUNCT
fuelectenerg-12782	97	1	2	2	NUM
fuelectenerg-12782	97	2	(	(	PUNCT
fuelectenerg-12782	97	3	a	a	NOUN
fuelectenerg-12782	97	4	)	)	PUNCT
fuelectenerg-12782	97	5	top	top	ADJ
fuelectenerg-12782	97	6	view	view	NOUN
fuelectenerg-12782	97	7	(	(	PUNCT
fuelectenerg-12782	97	8	b	b	NOUN
fuelectenerg-12782	97	9	)	)	PUNCT
fuelectenerg-12782	97	10	bottom	bottom	ADJ
fuelectenerg-12782	97	11	view	view	NOUN
fuelectenerg-12782	97	12	(	(	PUNCT
fuelectenerg-12782	97	13	c	c	NOUN
fuelectenerg-12782	97	14	)	)	PUNCT
fuelectenerg-12782	97	15	side	side	NOUN
fuelectenerg-12782	97	16	view	view	NOUN
fuelectenerg-12782	97	17	:	:	PUNCT
fuelectenerg-12782	97	18	antenna	antenna	NOUN
fuelectenerg-12782	97	19	structure	structure	NOUN
fuelectenerg-12782	97	20	analysis	analysis	NOUN
fuelectenerg-12782	97	21	of	of	ADP
fuelectenerg-12782	97	22	dgs	dgs	NOUN
fuelectenerg-12782	97	23	based	base	VERB
fuelectenerg-12782	97	24	rectangular	rectangular	ADJ
fuelectenerg-12782	97	25	patch	patch	NOUN
fuelectenerg-12782	97	26	antenna	antenna	NOUN
fuelectenerg-12782	97	27	with	with	ADP
fuelectenerg-12782	97	28	artificial	artificial	ADJ
fuelectenerg-12782	97	29	neural	neural	ADJ
fuelectenerg-12782	97	30	network	network	NOUN
fuelectenerg-12782	97	31	...	...	PUNCT
fuelectenerg-12782	97	32	59	59	NUM
fuelectenerg-12782	97	33	table	table	NOUN
fuelectenerg-12782	97	34	1	1	NUM
fuelectenerg-12782	97	35	dimensions	dimension	NOUN
fuelectenerg-12782	97	36	in	in	ADP
fuelectenerg-12782	97	37	mm	mm	PROPN
fuelectenerg-12782	97	38	of	of	ADP
fuelectenerg-12782	97	39	suggested	suggest	VERB
fuelectenerg-12782	97	40	antenna	antenna	NOUN
fuelectenerg-12782	97	41	parameter	parameter	NOUN
fuelectenerg-12782	97	42	value	value	NOUN
fuelectenerg-12782	97	43	ls	ls	ADJ
fuelectenerg-12782	97	44	as	as	ADP
fuelectenerg-12782	97	45	substrate	substrate	NOUN
fuelectenerg-12782	97	46	length	length	NOUN
fuelectenerg-12782	97	47	18.0	18.0	NUM
fuelectenerg-12782	97	48	ws	ws	NOUN
fuelectenerg-12782	97	49	as	as	ADP
fuelectenerg-12782	97	50	substrate	substrate	NOUN
fuelectenerg-12782	97	51	width	width	NOUN
fuelectenerg-12782	97	52	18.0	18.0	NUM
fuelectenerg-12782	97	53	h	h	NOUN
fuelectenerg-12782	97	54	as	as	ADP
fuelectenerg-12782	97	55	substrate	substrate	NOUN
fuelectenerg-12782	97	56	height	height	NOUN
fuelectenerg-12782	97	57	1.6	1.6	NUM
fuelectenerg-12782	97	58	l1	l1	PROPN
fuelectenerg-12782	97	59	as	as	ADP
fuelectenerg-12782	97	60	patch	patch	PROPN
fuelectenerg-12782	97	61	length	length	PROPN
fuelectenerg-12782	97	62	9.0	9.0	NUM
fuelectenerg-12782	97	63	w1	w1	NOUN
fuelectenerg-12782	97	64	as	as	SCONJ
fuelectenerg-12782	97	65	patch	patch	NOUN
fuelectenerg-12782	97	66	width	width	VERB
fuelectenerg-12782	97	67	7.0	7.0	NUM
fuelectenerg-12782	97	68	lg	lg	NOUN
fuelectenerg-12782	97	69	as	as	ADP
fuelectenerg-12782	97	70	ground	ground	NOUN
fuelectenerg-12782	97	71	plane	plane	NOUN
fuelectenerg-12782	97	72	length	length	NOUN
fuelectenerg-12782	97	73	18.0	18.0	NUM
fuelectenerg-12782	97	74	wg	wg	PROPN
fuelectenerg-12782	97	75	as	as	ADP
fuelectenerg-12782	97	76	ground	ground	NOUN
fuelectenerg-12782	97	77	plane	plane	NOUN
fuelectenerg-12782	97	78	width	width	VERB
fuelectenerg-12782	97	79	18.0	18.0	NUM
fuelectenerg-12782	97	80	rsl	rsl	NOUN
fuelectenerg-12782	97	81	as	as	ADP
fuelectenerg-12782	97	82	slot	slot	NOUN
fuelectenerg-12782	97	83	length	length	NOUN
fuelectenerg-12782	97	84	3.0	3.0	NUM
fuelectenerg-12782	97	85	rsw	rsw	NOUN
fuelectenerg-12782	97	86	as	as	ADP
fuelectenerg-12782	97	87	slot	slot	NOUN
fuelectenerg-12782	97	88	width	width	VERB
fuelectenerg-12782	97	89	5.0	5.0	NUM
fuelectenerg-12782	97	90	slot	slot	NOUN
fuelectenerg-12782	97	91	height	height	NOUN
fuelectenerg-12782	97	92	in	in	ADP
fuelectenerg-12782	97	93	the	the	DET
fuelectenerg-12782	97	94	ground	ground	NOUN
fuelectenerg-12782	97	95	plane	plane	NOUN
fuelectenerg-12782	97	96	,	,	PUNCT
fuelectenerg-12782	97	97	rsh	rsh	VERB
fuelectenerg-12782	97	98	8.0	8.0	NUM
fuelectenerg-12782	97	99	the	the	DET
fuelectenerg-12782	97	100	incorporation	incorporation	NOUN
fuelectenerg-12782	97	101	of	of	ADP
fuelectenerg-12782	97	102	the	the	DET
fuelectenerg-12782	97	103	dgs	dgs	NOUN
fuelectenerg-12782	97	104	structure	structure	NOUN
fuelectenerg-12782	97	105	alters	alter	VERB
fuelectenerg-12782	97	106	the	the	DET
fuelectenerg-12782	97	107	effective	effective	ADJ
fuelectenerg-12782	97	108	inductance	inductance	NOUN
fuelectenerg-12782	97	109	and	and	CCONJ
fuelectenerg-12782	97	110	capacitance	capacitance	NOUN
fuelectenerg-12782	97	111	,	,	PUNCT
fuelectenerg-12782	97	112	leading	lead	VERB
fuelectenerg-12782	97	113	to	to	ADP
fuelectenerg-12782	97	114	changes	change	NOUN
fuelectenerg-12782	97	115	in	in	ADP
fuelectenerg-12782	97	116	the	the	DET
fuelectenerg-12782	97	117	surface	surface	NOUN
fuelectenerg-12782	97	118	current	current	ADJ
fuelectenerg-12782	97	119	distribution	distribution	NOUN
fuelectenerg-12782	97	120	and	and	CCONJ
fuelectenerg-12782	97	121	input	input	NOUN
fuelectenerg-12782	97	122	impedance	impedance	NOUN
fuelectenerg-12782	97	123	.	.	PUNCT
fuelectenerg-12782	98	1	by	by	ADP
fuelectenerg-12782	98	2	optimizing	optimize	VERB
fuelectenerg-12782	98	3	impedance	impedance	NOUN
fuelectenerg-12782	98	4	matching	matching	NOUN
fuelectenerg-12782	98	5	,	,	PUNCT
fuelectenerg-12782	98	6	the	the	DET
fuelectenerg-12782	98	7	antenna	antenna	NOUN
fuelectenerg-12782	98	8	reduces	reduce	VERB
fuelectenerg-12782	98	9	the	the	DET
fuelectenerg-12782	98	10	amount	amount	NOUN
fuelectenerg-12782	98	11	of	of	ADP
fuelectenerg-12782	98	12	power	power	NOUN
fuelectenerg-12782	98	13	reflected	reflect	VERB
fuelectenerg-12782	98	14	back	back	ADV
fuelectenerg-12782	98	15	to	to	ADP
fuelectenerg-12782	98	16	the	the	DET
fuelectenerg-12782	98	17	source	source	NOUN
fuelectenerg-12782	98	18	,	,	PUNCT
fuelectenerg-12782	98	19	leading	lead	VERB
fuelectenerg-12782	98	20	to	to	ADP
fuelectenerg-12782	98	21	improved	improve	VERB
fuelectenerg-12782	98	22	return	return	NOUN
fuelectenerg-12782	98	23	loss	loss	NOUN
fuelectenerg-12782	98	24	performance	performance	NOUN
fuelectenerg-12782	98	25	.	.	PUNCT
fuelectenerg-12782	99	1	moreover	moreover	ADV
fuelectenerg-12782	99	2	,	,	PUNCT
fuelectenerg-12782	99	3	by	by	ADP
fuelectenerg-12782	99	4	optimizing	optimize	VERB
fuelectenerg-12782	99	5	impedance	impedance	NOUN
fuelectenerg-12782	99	6	matching	matching	NOUN
fuelectenerg-12782	99	7	,	,	PUNCT
fuelectenerg-12782	99	8	the	the	DET
fuelectenerg-12782	99	9	antenna	antenna	NOUN
fuelectenerg-12782	99	10	reduces	reduce	VERB
fuelectenerg-12782	99	11	the	the	DET
fuelectenerg-12782	99	12	amount	amount	NOUN
fuelectenerg-12782	99	13	of	of	ADP
fuelectenerg-12782	99	14	power	power	NOUN
fuelectenerg-12782	99	15	reflected	reflect	VERB
fuelectenerg-12782	99	16	back	back	ADV
fuelectenerg-12782	99	17	to	to	ADP
fuelectenerg-12782	99	18	the	the	DET
fuelectenerg-12782	99	19	source	source	NOUN
fuelectenerg-12782	99	20	,	,	PUNCT
fuelectenerg-12782	99	21	leading	lead	VERB
fuelectenerg-12782	99	22	to	to	ADP
fuelectenerg-12782	99	23	improved	improve	VERB
fuelectenerg-12782	99	24	return	return	NOUN
fuelectenerg-12782	99	25	loss	loss	NOUN
fuelectenerg-12782	99	26	performance	performance	NOUN
fuelectenerg-12782	99	27	,	,	PUNCT
fuelectenerg-12782	99	28	eventually	eventually	ADV
fuelectenerg-12782	99	29	enhancing	enhance	VERB
fuelectenerg-12782	99	30	the	the	DET
fuelectenerg-12782	99	31	gain	gain	NOUN
fuelectenerg-12782	99	32	by	by	ADP
fuelectenerg-12782	99	33	improving	improve	VERB
fuelectenerg-12782	99	34	radiation	radiation	NOUN
fuelectenerg-12782	99	35	efficiency	efficiency	NOUN
fuelectenerg-12782	99	36	and	and	CCONJ
fuelectenerg-12782	99	37	suppressing	suppress	VERB
fuelectenerg-12782	99	38	the	the	DET
fuelectenerg-12782	99	39	surface	surface	NOUN
fuelectenerg-12782	99	40	waves	wave	NOUN
fuelectenerg-12782	99	41	.	.	PUNCT
fuelectenerg-12782	100	1	figure	figure	VERB
fuelectenerg-12782	100	2	3	3	NUM
fuelectenerg-12782	100	3	shows	show	VERB
fuelectenerg-12782	100	4	that	that	SCONJ
fuelectenerg-12782	100	5	on	on	ADP
fuelectenerg-12782	100	6	incorporating	incorporate	VERB
fuelectenerg-12782	100	7	slots	slot	NOUN
fuelectenerg-12782	100	8	in	in	ADP
fuelectenerg-12782	100	9	ground	ground	NOUN
fuelectenerg-12782	100	10	plane	plane	NOUN
fuelectenerg-12782	100	11	,	,	PUNCT
fuelectenerg-12782	100	12	the	the	DET
fuelectenerg-12782	100	13	resonant	resonant	ADJ
fuelectenerg-12782	100	14	frequency	frequency	NOUN
fuelectenerg-12782	100	15	shifts	shift	NOUN
fuelectenerg-12782	100	16	to	to	PART
fuelectenerg-12782	100	17	lower	low	ADJ
fuelectenerg-12782	100	18	side	side	NOUN
fuelectenerg-12782	100	19	of	of	ADP
fuelectenerg-12782	100	20	frequency	frequency	NOUN
fuelectenerg-12782	100	21	.	.	PUNCT
fuelectenerg-12782	101	1	figure	figure	NOUN
fuelectenerg-12782	101	2	4	4	NUM
fuelectenerg-12782	101	3	(	(	PUNCT
fuelectenerg-12782	101	4	a	a	NOUN
fuelectenerg-12782	101	5	)	)	PUNCT
fuelectenerg-12782	101	6	and	and	CCONJ
fuelectenerg-12782	101	7	(	(	PUNCT
fuelectenerg-12782	101	8	b	b	X
fuelectenerg-12782	101	9	)	)	PUNCT
fuelectenerg-12782	101	10	depict	depict	VERB
fuelectenerg-12782	101	11	the	the	DET
fuelectenerg-12782	101	12	current	current	ADJ
fuelectenerg-12782	101	13	distribution	distribution	NOUN
fuelectenerg-12782	101	14	on	on	ADP
fuelectenerg-12782	101	15	top	top	ADJ
fuelectenerg-12782	101	16	and	and	CCONJ
fuelectenerg-12782	101	17	bottom	bottom	ADJ
fuelectenerg-12782	101	18	surface	surface	NOUN
fuelectenerg-12782	101	19	of	of	ADP
fuelectenerg-12782	101	20	the	the	DET
fuelectenerg-12782	101	21	proposed	propose	VERB
fuelectenerg-12782	101	22	antenna	antenna	NOUN
fuelectenerg-12782	101	23	respectively	respectively	ADV
fuelectenerg-12782	101	24	.	.	PUNCT
fuelectenerg-12782	102	1	it	it	PRON
fuelectenerg-12782	102	2	has	have	AUX
fuelectenerg-12782	102	3	been	be	AUX
fuelectenerg-12782	102	4	observed	observe	VERB
fuelectenerg-12782	102	5	that	that	SCONJ
fuelectenerg-12782	102	6	slots	slot	NOUN
fuelectenerg-12782	102	7	in	in	ADP
fuelectenerg-12782	102	8	the	the	DET
fuelectenerg-12782	102	9	ground	ground	NOUN
fuelectenerg-12782	102	10	plane	plane	NOUN
fuelectenerg-12782	102	11	disrupt	disrupt	VERB
fuelectenerg-12782	102	12	the	the	DET
fuelectenerg-12782	102	13	surface	surface	NOUN
fuelectenerg-12782	102	14	current	current	NOUN
fuelectenerg-12782	102	15	,	,	PUNCT
fuelectenerg-12782	102	16	causing	cause	VERB
fuelectenerg-12782	102	17	a	a	DET
fuelectenerg-12782	102	18	high	high	ADJ
fuelectenerg-12782	102	19	current	current	ADJ
fuelectenerg-12782	102	20	density	density	NOUN
fuelectenerg-12782	102	21	to	to	PART
fuelectenerg-12782	102	22	concentrate	concentrate	VERB
fuelectenerg-12782	102	23	along	along	ADP
fuelectenerg-12782	102	24	the	the	DET
fuelectenerg-12782	102	25	edges	edge	NOUN
fuelectenerg-12782	102	26	of	of	ADP
fuelectenerg-12782	102	27	the	the	DET
fuelectenerg-12782	102	28	slots	slot	NOUN
fuelectenerg-12782	102	29	and	and	CCONJ
fuelectenerg-12782	102	30	at	at	ADP
fuelectenerg-12782	102	31	the	the	DET
fuelectenerg-12782	102	32	boundary	boundary	NOUN
fuelectenerg-12782	102	33	of	of	ADP
fuelectenerg-12782	102	34	the	the	DET
fuelectenerg-12782	102	35	central	central	ADJ
fuelectenerg-12782	102	36	region	region	NOUN
fuelectenerg-12782	102	37	of	of	ADP
fuelectenerg-12782	102	38	the	the	DET
fuelectenerg-12782	102	39	ground	ground	NOUN
fuelectenerg-12782	102	40	plane	plane	NOUN
fuelectenerg-12782	102	41	.	.	PUNCT
fuelectenerg-12782	103	1	4	4	NUM
fuelectenerg-12782	103	2	5	5	NUM
fuelectenerg-12782	103	3	6	6	NUM
fuelectenerg-12782	103	4	7	7	NUM
fuelectenerg-12782	103	5	8	8	NUM
fuelectenerg-12782	103	6	9	9	NUM
fuelectenerg-12782	103	7	10	10	NUM
fuelectenerg-12782	103	8	11	11	NUM
fuelectenerg-12782	103	9	-25	-25	SYM
fuelectenerg-12782	103	10	-20	-20	NUM
fuelectenerg-12782	103	11	-15	-15	PUNCT
fuelectenerg-12782	104	1	-10	-10	PUNCT
fuelectenerg-12782	104	2	-5	-5	PUNCT
fuelectenerg-12782	105	1	0	0	NUM
fuelectenerg-12782	105	2	s	s	NOUN
fuelectenerg-12782	105	3	1	1	NUM
fuelectenerg-12782	105	4	1	1	NUM
fuelectenerg-12782	105	5	(	(	PUNCT
fuelectenerg-12782	105	6	d	d	PROPN
fuelectenerg-12782	105	7	b	b	PROPN
fuelectenerg-12782	105	8	)	)	PUNCT
fuelectenerg-12782	105	9	frequency	frequency	NOUN
fuelectenerg-12782	105	10	(	(	PUNCT
fuelectenerg-12782	105	11	ghz	ghz	NOUN
fuelectenerg-12782	105	12	)	)	PUNCT
fuelectenerg-12782	105	13	with	with	ADP
fuelectenerg-12782	105	14	dgs	dgs	PROPN
fuelectenerg-12782	105	15	without	without	ADP
fuelectenerg-12782	105	16	dgs	dgs	PROPN
fuelectenerg-12782	105	17	fig	fig	PROPN
fuelectenerg-12782	105	18	.	.	PUNCT
fuelectenerg-12782	106	1	3	3	NUM
fuelectenerg-12782	106	2	s11	s11	NOUN
fuelectenerg-12782	106	3	variation	variation	NOUN
fuelectenerg-12782	106	4	with	with	ADP
fuelectenerg-12782	106	5	frequency	frequency	NOUN
fuelectenerg-12782	106	6	(	(	PUNCT
fuelectenerg-12782	106	7	with	with	ADP
fuelectenerg-12782	106	8	and	and	CCONJ
fuelectenerg-12782	106	9	without	without	ADP
fuelectenerg-12782	106	10	dgs	dgs	NOUN
fuelectenerg-12782	106	11	)	)	PUNCT
fuelectenerg-12782	106	12	60	60	NUM
fuelectenerg-12782	106	13	c.	c.	PROPN
fuelectenerg-12782	106	14	p.	p.	PROPN
fuelectenerg-12782	106	15	singh	singh	PROPN
fuelectenerg-12782	106	16	,	,	PUNCT
fuelectenerg-12782	106	17	r.	r.	PROPN
fuelectenerg-12782	106	18	k.	k.	PROPN
fuelectenerg-12782	106	19	dwivedi	dwivedi	PROPN
fuelectenerg-12782	106	20	,	,	PUNCT
fuelectenerg-12782	106	21	a.	a.	PROPN
fuelectenerg-12782	106	22	verma	verma	PROPN
fuelectenerg-12782	106	23	,	,	PUNCT
fuelectenerg-12782	106	24	p.	p.	PROPN
fuelectenerg-12782	106	25	ranjan	ranjan	PROPN
fuelectenerg-12782	106	26	(	(	PUNCT
fuelectenerg-12782	106	27	a	a	NOUN
fuelectenerg-12782	106	28	)	)	PUNCT
fuelectenerg-12782	106	29	(	(	PUNCT
fuelectenerg-12782	106	30	b	b	X
fuelectenerg-12782	106	31	)	)	PUNCT
fuelectenerg-12782	106	32	fig	fig	NOUN
fuelectenerg-12782	106	33	.	.	PUNCT
fuelectenerg-12782	107	1	4	4	NUM
fuelectenerg-12782	107	2	current	current	ADJ
fuelectenerg-12782	107	3	density	density	NOUN
fuelectenerg-12782	107	4	(	(	PUNCT
fuelectenerg-12782	107	5	a	a	NOUN
fuelectenerg-12782	107	6	)	)	PUNCT
fuelectenerg-12782	107	7	top	top	ADJ
fuelectenerg-12782	107	8	view	view	NOUN
fuelectenerg-12782	107	9	(	(	PUNCT
fuelectenerg-12782	107	10	b	b	NOUN
fuelectenerg-12782	107	11	)	)	PUNCT
fuelectenerg-12782	107	12	bottom	bottom	ADJ
fuelectenerg-12782	107	13	view	view	NOUN
fuelectenerg-12782	107	14	analysis	analysis	NOUN
fuelectenerg-12782	107	15	of	of	ADP
fuelectenerg-12782	107	16	dgs	dgs	NOUN
fuelectenerg-12782	107	17	based	base	VERB
fuelectenerg-12782	107	18	rectangular	rectangular	ADJ
fuelectenerg-12782	107	19	patch	patch	NOUN
fuelectenerg-12782	107	20	antenna	antenna	NOUN
fuelectenerg-12782	107	21	with	with	ADP
fuelectenerg-12782	107	22	artificial	artificial	ADJ
fuelectenerg-12782	107	23	neural	neural	ADJ
fuelectenerg-12782	107	24	network	network	NOUN
fuelectenerg-12782	107	25	...	...	PUNCT
fuelectenerg-12782	107	26	61	61	NUM
fuelectenerg-12782	107	27	4	4	NUM
fuelectenerg-12782	107	28	.	.	PUNCT
fuelectenerg-12782	107	29	ann	ann	PROPN
fuelectenerg-12782	107	30	model	model	NOUN
fuelectenerg-12782	107	31	and	and	CCONJ
fuelectenerg-12782	107	32	various	various	ADJ
fuelectenerg-12782	107	33	algorithms	algorithm	NOUN
fuelectenerg-12782	107	34	adopted	adopt	VERB
fuelectenerg-12782	107	35	for	for	ADP
fuelectenerg-12782	107	36	analysis	analysis	NOUN
fuelectenerg-12782	107	37	of	of	ADP
fuelectenerg-12782	107	38	proposed	propose	VERB
fuelectenerg-12782	107	39	antenna	antenna	NOUN
fuelectenerg-12782	107	40	to	to	PART
fuelectenerg-12782	107	41	generate	generate	VERB
fuelectenerg-12782	107	42	a	a	DET
fuelectenerg-12782	107	43	dataset	dataset	NOUN
fuelectenerg-12782	107	44	,	,	PUNCT
fuelectenerg-12782	107	45	the	the	DET
fuelectenerg-12782	107	46	proposed	propose	VERB
fuelectenerg-12782	107	47	antenna	antenna	NOUN
fuelectenerg-12782	107	48	design	design	NOUN
fuelectenerg-12782	107	49	is	be	AUX
fuelectenerg-12782	107	50	implemented	implement	VERB
fuelectenerg-12782	107	51	using	use	VERB
fuelectenerg-12782	107	52	the	the	DET
fuelectenerg-12782	107	53	hfss	hfss	NOUN
fuelectenerg-12782	107	54	em	em	PRON
fuelectenerg-12782	107	55	simulator	simulator	NOUN
fuelectenerg-12782	107	56	.	.	PUNCT
fuelectenerg-12782	108	1	this	this	DET
fuelectenerg-12782	108	2	dataset	dataset	NOUN
fuelectenerg-12782	108	3	will	will	AUX
fuelectenerg-12782	108	4	serve	serve	VERB
fuelectenerg-12782	108	5	as	as	ADP
fuelectenerg-12782	108	6	the	the	DET
fuelectenerg-12782	108	7	basis	basis	NOUN
fuelectenerg-12782	108	8	for	for	ADP
fuelectenerg-12782	108	9	making	make	VERB
fuelectenerg-12782	108	10	predictions	prediction	NOUN
fuelectenerg-12782	108	11	.	.	PUNCT
fuelectenerg-12782	109	1	after	after	ADP
fuelectenerg-12782	109	2	the	the	DET
fuelectenerg-12782	109	3	simulations	simulation	NOUN
fuelectenerg-12782	109	4	conducted	conduct	VERB
fuelectenerg-12782	109	5	on	on	ADP
fuelectenerg-12782	109	6	hfss	hfss	NOUN
fuelectenerg-12782	109	7	,	,	PUNCT
fuelectenerg-12782	109	8	the	the	DET
fuelectenerg-12782	109	9	resulting	result	VERB
fuelectenerg-12782	109	10	data	datum	NOUN
fuelectenerg-12782	109	11	is	be	AUX
fuelectenerg-12782	109	12	gathered	gather	VERB
fuelectenerg-12782	109	13	and	and	CCONJ
fuelectenerg-12782	109	14	stored	store	VERB
fuelectenerg-12782	109	15	.	.	PUNCT
fuelectenerg-12782	110	1	the	the	DET
fuelectenerg-12782	110	2	dataset	dataset	NOUN
fuelectenerg-12782	110	3	,	,	PUNCT
fuelectenerg-12782	110	4	obtained	obtain	VERB
fuelectenerg-12782	110	5	from	from	ADP
fuelectenerg-12782	110	6	the	the	DET
fuelectenerg-12782	110	7	antenna	antenna	NOUN
fuelectenerg-12782	110	8	simulations	simulation	NOUN
fuelectenerg-12782	110	9	,	,	PUNCT
fuelectenerg-12782	110	10	comprises	comprise	VERB
fuelectenerg-12782	110	11	1300	1300	NUM
fuelectenerg-12782	110	12	records	record	NOUN
fuelectenerg-12782	110	13	and	and	CCONJ
fuelectenerg-12782	110	14	is	be	AUX
fuelectenerg-12782	110	15	structured	structure	VERB
fuelectenerg-12782	110	16	variables	variable	NOUN
fuelectenerg-12782	110	17	five	five	NUM
fuelectenerg-12782	110	18	and	and	CCONJ
fuelectenerg-12782	110	19	one	one	NUM
fuelectenerg-12782	110	20	as	as	ADP
fuelectenerg-12782	110	21	independent	independent	ADJ
fuelectenerg-12782	110	22	and	and	CCONJ
fuelectenerg-12782	110	23	dependent	dependent	ADJ
fuelectenerg-12782	110	24	variables	variable	NOUN
fuelectenerg-12782	110	25	respectively	respectively	ADV
fuelectenerg-12782	110	26	.	.	PUNCT
fuelectenerg-12782	111	1	the	the	DET
fuelectenerg-12782	111	2	dataset	dataset	NOUN
fuelectenerg-12782	111	3	is	be	AUX
fuelectenerg-12782	111	4	collected	collect	VERB
fuelectenerg-12782	111	5	by	by	ADP
fuelectenerg-12782	111	6	varying	vary	VERB
fuelectenerg-12782	111	7	the	the	DET
fuelectenerg-12782	111	8	length	length	NOUN
fuelectenerg-12782	111	9	of	of	ADP
fuelectenerg-12782	111	10	patch	patch	NOUN
fuelectenerg-12782	111	11	,	,	PUNCT
fuelectenerg-12782	111	12	width	width	NOUN
fuelectenerg-12782	111	13	of	of	ADP
fuelectenerg-12782	111	14	patch	patch	NOUN
fuelectenerg-12782	111	15	,	,	PUNCT
fuelectenerg-12782	111	16	slot	slot	NOUN
fuelectenerg-12782	111	17	length	length	NOUN
fuelectenerg-12782	111	18	,	,	PUNCT
fuelectenerg-12782	111	19	width	width	NOUN
fuelectenerg-12782	111	20	of	of	ADP
fuelectenerg-12782	111	21	slot	slot	NOUN
fuelectenerg-12782	111	22	,	,	PUNCT
fuelectenerg-12782	111	23	frequency	frequency	NOUN
fuelectenerg-12782	111	24	and	and	CCONJ
fuelectenerg-12782	111	25	thickness	thickness	NOUN
fuelectenerg-12782	111	26	of	of	ADP
fuelectenerg-12782	111	27	substrate	substrate	NOUN
fuelectenerg-12782	111	28	.	.	PUNCT
fuelectenerg-12782	112	1	figure	figure	NOUN
fuelectenerg-12782	112	2	5	5	NUM
fuelectenerg-12782	112	3	depicts	depict	VERB
fuelectenerg-12782	112	4	the	the	DET
fuelectenerg-12782	112	5	ann	ann	PROPN
fuelectenerg-12782	112	6	model	model	NOUN
fuelectenerg-12782	112	7	comprising	comprise	VERB
fuelectenerg-12782	112	8	6	6	NUM
fuelectenerg-12782	112	9	inputs	input	NOUN
fuelectenerg-12782	112	10	having	have	VERB
fuelectenerg-12782	112	11	output	output	NOUN
fuelectenerg-12782	112	12	and	and	CCONJ
fuelectenerg-12782	112	13	hidden	hide	VERB
fuelectenerg-12782	112	14	layer	layer	NOUN
fuelectenerg-12782	112	15	as	as	ADP
fuelectenerg-12782	112	16	one	one	NUM
fuelectenerg-12782	112	17	with	with	ADP
fuelectenerg-12782	112	18	80	80	NUM
fuelectenerg-12782	112	19	%	%	NOUN
fuelectenerg-12782	112	20	data	datum	NOUN
fuelectenerg-12782	112	21	consumed	consume	VERB
fuelectenerg-12782	112	22	for	for	ADP
fuelectenerg-12782	112	23	training,10	training,10	NUM
fuelectenerg-12782	112	24	%	%	NOUN
fuelectenerg-12782	112	25	data	datum	NOUN
fuelectenerg-12782	112	26	for	for	ADP
fuelectenerg-12782	112	27	validation	validation	NOUN
fuelectenerg-12782	112	28	and	and	CCONJ
fuelectenerg-12782	112	29	testing	testing	NOUN
fuelectenerg-12782	112	30	each	each	PRON
fuelectenerg-12782	112	31	.	.	PUNCT
fuelectenerg-12782	113	1	the	the	DET
fuelectenerg-12782	113	2	proposed	propose	VERB
fuelectenerg-12782	113	3	ann	ann	PROPN
fuelectenerg-12782	113	4	model	model	NOUN
fuelectenerg-12782	113	5	can	can	AUX
fuelectenerg-12782	113	6	be	be	AUX
fuelectenerg-12782	113	7	used	use	VERB
fuelectenerg-12782	113	8	to	to	PART
fuelectenerg-12782	113	9	predict	predict	VERB
fuelectenerg-12782	113	10	the	the	DET
fuelectenerg-12782	113	11	s11	s11	NOUN
fuelectenerg-12782	113	12	for	for	ADP
fuelectenerg-12782	113	13	new	new	ADJ
fuelectenerg-12782	113	14	antennas	antenna	NOUN
fuelectenerg-12782	113	15	as	as	ADV
fuelectenerg-12782	113	16	long	long	ADV
fuelectenerg-12782	113	17	as	as	SCONJ
fuelectenerg-12782	113	18	they	they	PRON
fuelectenerg-12782	113	19	belong	belong	VERB
fuelectenerg-12782	113	20	to	to	ADP
fuelectenerg-12782	113	21	the	the	DET
fuelectenerg-12782	113	22	same	same	ADJ
fuelectenerg-12782	113	23	design	design	NOUN
fuelectenerg-12782	113	24	space	space	NOUN
fuelectenerg-12782	113	25	or	or	CCONJ
fuelectenerg-12782	113	26	family	family	NOUN
fuelectenerg-12782	113	27	.	.	PUNCT
fuelectenerg-12782	114	1	4.1	4.1	NUM
fuelectenerg-12782	114	2	.	.	PUNCT
fuelectenerg-12782	114	3	data	datum	NOUN
fuelectenerg-12782	114	4	set	set	VERB
fuelectenerg-12782	114	5	generation	generation	NOUN
fuelectenerg-12782	114	6	for	for	ADP
fuelectenerg-12782	114	7	data	datum	NOUN
fuelectenerg-12782	114	8	set	set	VERB
fuelectenerg-12782	114	9	generation	generation	NOUN
fuelectenerg-12782	114	10	purpose	purpose	NOUN
fuelectenerg-12782	114	11	,	,	PUNCT
fuelectenerg-12782	114	12	patch	patch	ADJ
fuelectenerg-12782	114	13	length	length	NOUN
fuelectenerg-12782	114	14	of	of	ADP
fuelectenerg-12782	114	15	rectangular	rectangular	ADJ
fuelectenerg-12782	114	16	patch	patch	NOUN
fuelectenerg-12782	114	17	was	be	AUX
fuelectenerg-12782	114	18	varied	varied	ADJ
fuelectenerg-12782	114	19	from	from	ADP
fuelectenerg-12782	114	20	9.4	9.4	NUM
fuelectenerg-12782	114	21	to	to	PART
fuelectenerg-12782	114	22	9.5	9.5	NUM
fuelectenerg-12782	114	23	mm	mm	NOUN
fuelectenerg-12782	114	24	keeping	keep	VERB
fuelectenerg-12782	114	25	a	a	DET
fuelectenerg-12782	114	26	step	step	NOUN
fuelectenerg-12782	114	27	size	size	NOUN
fuelectenerg-12782	114	28	of	of	ADP
fuelectenerg-12782	114	29	0.1	0.1	NUM
fuelectenerg-12782	114	30	mm	mm	NOUN
fuelectenerg-12782	114	31	,	,	PUNCT
fuelectenerg-12782	114	32	which	which	PRON
fuelectenerg-12782	114	33	provides	provide	VERB
fuelectenerg-12782	114	34	two	two	NUM
fuelectenerg-12782	114	35	different	different	ADJ
fuelectenerg-12782	114	36	values	value	NOUN
fuelectenerg-12782	114	37	of	of	ADP
fuelectenerg-12782	114	38	this	this	DET
fuelectenerg-12782	114	39	parameter	parameter	NOUN
fuelectenerg-12782	114	40	.	.	PUNCT
fuelectenerg-12782	115	1	similarly	similarly	ADV
fuelectenerg-12782	115	2	,	,	PUNCT
fuelectenerg-12782	115	3	patch	patch	VERB
fuelectenerg-12782	115	4	width	width	NOUN
fuelectenerg-12782	115	5	of	of	ADP
fuelectenerg-12782	115	6	rectangular	rectangular	ADJ
fuelectenerg-12782	115	7	patch	patch	NOUN
fuelectenerg-12782	115	8	was	be	AUX
fuelectenerg-12782	115	9	varied	varied	ADJ
fuelectenerg-12782	115	10	from	from	ADP
fuelectenerg-12782	115	11	2.6	2.6	NUM
fuelectenerg-12782	115	12	to	to	PART
fuelectenerg-12782	115	13	2.8	2.8	NUM
fuelectenerg-12782	115	14	mm	mm	NOUN
fuelectenerg-12782	115	15	with	with	ADP
fuelectenerg-12782	115	16	a	a	DET
fuelectenerg-12782	115	17	step	step	NOUN
fuelectenerg-12782	115	18	size	size	NOUN
fuelectenerg-12782	115	19	of	of	ADP
fuelectenerg-12782	115	20	0.1	0.1	NUM
fuelectenerg-12782	115	21	mm	mm	NOUN
fuelectenerg-12782	115	22	,	,	PUNCT
fuelectenerg-12782	115	23	which	which	PRON
fuelectenerg-12782	115	24	provides	provide	VERB
fuelectenerg-12782	115	25	us	we	PRON
fuelectenerg-12782	115	26	three	three	NUM
fuelectenerg-12782	115	27	different	different	ADJ
fuelectenerg-12782	115	28	values	value	NOUN
fuelectenerg-12782	115	29	.	.	PUNCT
fuelectenerg-12782	116	1	slot	slot	NOUN
fuelectenerg-12782	116	2	length	length	NOUN
fuelectenerg-12782	116	3	varied	varied	ADJ
fuelectenerg-12782	116	4	from	from	ADP
fuelectenerg-12782	116	5	4	4	NUM
fuelectenerg-12782	116	6	to	to	PART
fuelectenerg-12782	116	7	6	6	NUM
fuelectenerg-12782	116	8	mm	mm	NOUN
fuelectenerg-12782	116	9	with	with	ADP
fuelectenerg-12782	116	10	a	a	DET
fuelectenerg-12782	116	11	difference	difference	NOUN
fuelectenerg-12782	116	12	of	of	ADP
fuelectenerg-12782	116	13	1	1	NUM
fuelectenerg-12782	116	14	mm	mm	NOUN
fuelectenerg-12782	116	15	,	,	PUNCT
fuelectenerg-12782	116	16	which	which	PRON
fuelectenerg-12782	116	17	provides	provide	VERB
fuelectenerg-12782	116	18	us	we	PRON
fuelectenerg-12782	116	19	three	three	NUM
fuelectenerg-12782	116	20	different	different	ADJ
fuelectenerg-12782	116	21	values	value	NOUN
fuelectenerg-12782	116	22	.	.	PUNCT
fuelectenerg-12782	117	1	slot	slot	NOUN
fuelectenerg-12782	117	2	width	width	NOUN
fuelectenerg-12782	117	3	varied	varied	ADJ
fuelectenerg-12782	117	4	from	from	ADP
fuelectenerg-12782	117	5	2	2	NUM
fuelectenerg-12782	117	6	to	to	ADP
fuelectenerg-12782	117	7	4	4	NUM
fuelectenerg-12782	117	8	mm	mm	NOUN
fuelectenerg-12782	117	9	with	with	ADP
fuelectenerg-12782	117	10	a	a	DET
fuelectenerg-12782	117	11	difference	difference	NOUN
fuelectenerg-12782	117	12	of	of	ADP
fuelectenerg-12782	117	13	1	1	NUM
fuelectenerg-12782	117	14	mm	mm	NOUN
fuelectenerg-12782	117	15	,	,	PUNCT
fuelectenerg-12782	117	16	which	which	PRON
fuelectenerg-12782	117	17	provides	provide	VERB
fuelectenerg-12782	117	18	us	we	PRON
fuelectenerg-12782	117	19	three	three	NUM
fuelectenerg-12782	117	20	different	different	ADJ
fuelectenerg-12782	117	21	values	value	NOUN
fuelectenerg-12782	117	22	.	.	PUNCT
fuelectenerg-12782	118	1	substrate	substrate	NOUN
fuelectenerg-12782	118	2	height	height	NOUN
fuelectenerg-12782	118	3	varied	varied	ADJ
fuelectenerg-12782	118	4	from	from	ADP
fuelectenerg-12782	118	5	1.5	1.5	NUM
fuelectenerg-12782	118	6	to	to	ADP
fuelectenerg-12782	118	7	1.6	1.6	NUM
fuelectenerg-12782	118	8	mm	mm	NOUN
fuelectenerg-12782	118	9	with	with	ADP
fuelectenerg-12782	118	10	a	a	DET
fuelectenerg-12782	118	11	difference	difference	NOUN
fuelectenerg-12782	118	12	of	of	ADP
fuelectenerg-12782	118	13	0.1	0.1	NUM
fuelectenerg-12782	118	14	mm	mm	NOUN
fuelectenerg-12782	118	15	,	,	PUNCT
fuelectenerg-12782	118	16	which	which	PRON
fuelectenerg-12782	118	17	provides	provide	VERB
fuelectenerg-12782	118	18	two	two	NUM
fuelectenerg-12782	118	19	different	different	ADJ
fuelectenerg-12782	118	20	values	value	NOUN
fuelectenerg-12782	118	21	and	and	CCONJ
fuelectenerg-12782	118	22	frequency	frequency	NOUN
fuelectenerg-12782	118	23	varied	varied	ADJ
fuelectenerg-12782	118	24	from	from	ADP
fuelectenerg-12782	118	25	4	4	NUM
fuelectenerg-12782	118	26	to	to	PART
fuelectenerg-12782	118	27	11	11	NUM
fuelectenerg-12782	118	28	ghz	ghz	NOUN
fuelectenerg-12782	118	29	with	with	ADP
fuelectenerg-12782	118	30	a	a	DET
fuelectenerg-12782	118	31	difference	difference	NOUN
fuelectenerg-12782	118	32	of	of	ADP
fuelectenerg-12782	118	33	0.07	0.07	NUM
fuelectenerg-12782	118	34	ghz	ghz	NOUN
fuelectenerg-12782	118	35	,	,	PUNCT
fuelectenerg-12782	118	36	which	which	PRON
fuelectenerg-12782	118	37	provides	provide	VERB
fuelectenerg-12782	118	38	1300	1300	NUM
fuelectenerg-12782	118	39	different	different	ADJ
fuelectenerg-12782	118	40	values	value	NOUN
fuelectenerg-12782	118	41	.	.	PUNCT
fuelectenerg-12782	119	1	4.2	4.2	NUM
fuelectenerg-12782	119	2	.	.	PUNCT
fuelectenerg-12782	119	3	training	training	NOUN
fuelectenerg-12782	119	4	models	model	NOUN
fuelectenerg-12782	119	5	figure	figure	VERB
fuelectenerg-12782	119	6	5	5	NUM
fuelectenerg-12782	119	7	shows	show	VERB
fuelectenerg-12782	119	8	the	the	DET
fuelectenerg-12782	119	9	ann	ann	PROPN
fuelectenerg-12782	119	10	model	model	NOUN
fuelectenerg-12782	119	11	designed	design	VERB
fuelectenerg-12782	119	12	for	for	ADP
fuelectenerg-12782	119	13	our	our	PRON
fuelectenerg-12782	119	14	proposed	propose	VERB
fuelectenerg-12782	119	15	antenna	antenna	NOUN
fuelectenerg-12782	119	16	.	.	PUNCT
fuelectenerg-12782	120	1	the	the	DET
fuelectenerg-12782	120	2	model	model	NOUN
fuelectenerg-12782	120	3	is	be	AUX
fuelectenerg-12782	120	4	trained	train	VERB
fuelectenerg-12782	120	5	using	use	VERB
fuelectenerg-12782	120	6	the	the	DET
fuelectenerg-12782	120	7	dataset	dataset	NOUN
fuelectenerg-12782	120	8	derived	derive	VERB
fuelectenerg-12782	120	9	from	from	ADP
fuelectenerg-12782	120	10	the	the	DET
fuelectenerg-12782	120	11	hfss	hfss	NOUN
fuelectenerg-12782	120	12	.	.	PUNCT
fuelectenerg-12782	121	1	the	the	DET
fuelectenerg-12782	121	2	ann	ann	PROPN
fuelectenerg-12782	121	3	architecture	architecture	NOUN
fuelectenerg-12782	121	4	includes	include	VERB
fuelectenerg-12782	121	5	one	one	NUM
fuelectenerg-12782	121	6	hidden	hide	VERB
fuelectenerg-12782	121	7	layer	layer	NOUN
fuelectenerg-12782	121	8	with	with	ADP
fuelectenerg-12782	121	9	64	64	NUM
fuelectenerg-12782	121	10	neurons	neuron	NOUN
fuelectenerg-12782	121	11	,	,	PUNCT
fuelectenerg-12782	121	12	utilizing	utilize	VERB
fuelectenerg-12782	121	13	the	the	DET
fuelectenerg-12782	121	14	relu	relu	NOUN
fuelectenerg-12782	121	15	activation	activation	NOUN
fuelectenerg-12782	121	16	function	function	NOUN
fuelectenerg-12782	121	17	,	,	PUNCT
fuelectenerg-12782	121	18	and	and	CCONJ
fuelectenerg-12782	121	19	an	an	DET
fuelectenerg-12782	121	20	output	output	NOUN
fuelectenerg-12782	121	21	layer	layer	NOUN
fuelectenerg-12782	121	22	with	with	ADP
fuelectenerg-12782	121	23	a	a	DET
fuelectenerg-12782	121	24	single	single	ADJ
fuelectenerg-12782	121	25	neuron	neuron	NOUN
fuelectenerg-12782	121	26	for	for	ADP
fuelectenerg-12782	121	27	regression	regression	NOUN
fuelectenerg-12782	121	28	tasks	task	NOUN
fuelectenerg-12782	121	29	.	.	PUNCT
fuelectenerg-12782	122	1	in	in	ADP
fuelectenerg-12782	122	2	this	this	DET
fuelectenerg-12782	122	3	paper	paper	NOUN
fuelectenerg-12782	122	4	five	five	NUM
fuelectenerg-12782	122	5	algorithms	algorithm	NOUN
fuelectenerg-12782	122	6	are	be	AUX
fuelectenerg-12782	122	7	used	use	VERB
fuelectenerg-12782	122	8	namely	namely	ADV
fuelectenerg-12782	122	9	adaptive	adaptive	ADJ
fuelectenerg-12782	122	10	moment	moment	NOUN
fuelectenerg-12782	122	11	optimizer	optimizer	NOUN
fuelectenerg-12782	122	12	(	(	PUNCT
fuelectenerg-12782	122	13	adam	adam	PROPN
fuelectenerg-12782	122	14	)	)	PUNCT
fuelectenerg-12782	122	15	,	,	PUNCT
fuelectenerg-12782	122	16	scaled	scale	VERB
fuelectenerg-12782	122	17	conjugate	conjugate	ADJ
fuelectenerg-12782	122	18	gradient	gradient	NOUN
fuelectenerg-12782	122	19	(	(	PUNCT
fuelectenerg-12782	122	20	scg	scg	NOUN
fuelectenerg-12782	122	21	)	)	PUNCT
fuelectenerg-12782	122	22	,	,	PUNCT
fuelectenerg-12782	122	23	bayesian	bayesian	NOUN
fuelectenerg-12782	122	24	black	black	ADJ
fuelectenerg-12782	122	25	-	-	PUNCT
fuelectenerg-12782	122	26	box	box	NOUN
fuelectenerg-12782	122	27	optimization	optimization	NOUN
fuelectenerg-12782	122	28	(	(	PUNCT
fuelectenerg-12782	122	29	bbo	bbo	NOUN
fuelectenerg-12782	122	30	)	)	PUNCT
fuelectenerg-12782	122	31	,	,	PUNCT
fuelectenerg-12782	122	32	levenberg	levenberg	PROPN
fuelectenerg-12782	122	33	-	-	PUNCT
fuelectenerg-12782	122	34	marquardt	marquardt	PROPN
fuelectenerg-12782	122	35	(	(	PUNCT
fuelectenerg-12782	122	36	lm	lm	PROPN
fuelectenerg-12782	122	37	)	)	PUNCT
fuelectenerg-12782	122	38	algorithm	algorithm	NOUN
fuelectenerg-12782	122	39	and	and	CCONJ
fuelectenerg-12782	122	40	resilient	resilient	ADJ
fuelectenerg-12782	122	41	backpropagation	backpropagation	NOUN
fuelectenerg-12782	122	42	(	(	PUNCT
fuelectenerg-12782	122	43	rprop	rprop	NOUN
fuelectenerg-12782	122	44	)	)	PUNCT
fuelectenerg-12782	122	45	.	.	PUNCT
fuelectenerg-12782	123	1	the	the	DET
fuelectenerg-12782	123	2	adam	adam	PROPN
fuelectenerg-12782	123	3	optimizer	optimizer	NOUN
fuelectenerg-12782	123	4	,	,	PUNCT
fuelectenerg-12782	123	5	with	with	ADP
fuelectenerg-12782	123	6	a	a	DET
fuelectenerg-12782	123	7	learning	learn	VERB
fuelectenerg-12782	123	8	rate	rate	NOUN
fuelectenerg-12782	123	9	of	of	ADP
fuelectenerg-12782	123	10	0.001	0.001	NUM
fuelectenerg-12782	123	11	,	,	PUNCT
fuelectenerg-12782	123	12	scd	scd	NOUN
fuelectenerg-12782	123	13	optimizer	optimizer	NOUN
fuelectenerg-12782	123	14	with	with	ADP
fuelectenerg-12782	123	15	nesterov	nesterov	ADJ
fuelectenerg-12782	123	16	momentum	momentum	NOUN
fuelectenerg-12782	123	17	(	(	PUNCT
fuelectenerg-12782	123	18	0.01	0.01	NUM
fuelectenerg-12782	123	19	learning	learning	NOUN
fuelectenerg-12782	123	20	rate	rate	NOUN
fuelectenerg-12782	123	21	)	)	PUNCT
fuelectenerg-12782	123	22	is	be	AUX
fuelectenerg-12782	123	23	employed	employ	VERB
fuelectenerg-12782	123	24	to	to	PART
fuelectenerg-12782	123	25	optimize	optimize	VERB
fuelectenerg-12782	123	26	the	the	DET
fuelectenerg-12782	123	27	model	model	NOUN
fuelectenerg-12782	123	28	.	.	PUNCT
fuelectenerg-12782	124	1	the	the	DET
fuelectenerg-12782	124	2	learning	learning	NOUN
fuelectenerg-12782	124	3	rate	rate	NOUN
fuelectenerg-12782	124	4	in	in	ADP
fuelectenerg-12782	124	5	bbo	bbo	PROPN
fuelectenerg-12782	124	6	,	,	PUNCT
fuelectenerg-12782	124	7	lm	lm	INTJ
fuelectenerg-12782	124	8	and	and	CCONJ
fuelectenerg-12782	124	9	rprop.is	rprop.is	NUM
fuelectenerg-12782	124	10	optimized	optimize	VERB
fuelectenerg-12782	124	11	within	within	ADP
fuelectenerg-12782	124	12	a	a	DET
fuelectenerg-12782	124	13	range	range	NOUN
fuelectenerg-12782	124	14	from	from	ADP
fuelectenerg-12782	124	15	0.0001	0.0001	NUM
fuelectenerg-12782	124	16	to	to	ADP
fuelectenerg-12782	124	17	0.01	0.01	NUM
fuelectenerg-12782	124	18	with	with	ADP
fuelectenerg-12782	124	19	the	the	DET
fuelectenerg-12782	124	20	specific	specific	ADJ
fuelectenerg-12782	124	21	value	value	NOUN
fuelectenerg-12782	124	22	selected	select	VERB
fuelectenerg-12782	124	23	based	base	VERB
fuelectenerg-12782	124	24	on	on	ADP
fuelectenerg-12782	124	25	the	the	DET
fuelectenerg-12782	124	26	model	model	NOUN
fuelectenerg-12782	124	27	's	's	PART
fuelectenerg-12782	124	28	performance	performance	NOUN
fuelectenerg-12782	124	29	during	during	ADP
fuelectenerg-12782	124	30	the	the	DET
fuelectenerg-12782	124	31	tuning	tuning	NOUN
fuelectenerg-12782	124	32	process	process	NOUN
fuelectenerg-12782	124	33	.	.	PUNCT
fuelectenerg-12782	125	1	this	this	DET
fuelectenerg-12782	125	2	design	design	NOUN
fuelectenerg-12782	125	3	aims	aim	VERB
fuelectenerg-12782	125	4	to	to	PART
fuelectenerg-12782	125	5	achieve	achieve	VERB
fuelectenerg-12782	125	6	a	a	DET
fuelectenerg-12782	125	7	balance	balance	NOUN
fuelectenerg-12782	125	8	between	between	ADP
fuelectenerg-12782	125	9	complexity	complexity	NOUN
fuelectenerg-12782	125	10	and	and	CCONJ
fuelectenerg-12782	125	11	efficiency	efficiency	NOUN
fuelectenerg-12782	125	12	,	,	PUNCT
fuelectenerg-12782	125	13	enabling	enable	VERB
fuelectenerg-12782	125	14	the	the	DET
fuelectenerg-12782	125	15	network	network	NOUN
fuelectenerg-12782	125	16	to	to	PART
fuelectenerg-12782	125	17	capture	capture	VERB
fuelectenerg-12782	125	18	non	non	ADJ
fuelectenerg-12782	125	19	-	-	ADJ
fuelectenerg-12782	125	20	linear	linear	ADJ
fuelectenerg-12782	125	21	patterns	pattern	NOUN
fuelectenerg-12782	125	22	in	in	ADP
fuelectenerg-12782	125	23	the	the	DET
fuelectenerg-12782	125	24	data	datum	NOUN
fuelectenerg-12782	125	25	while	while	SCONJ
fuelectenerg-12782	125	26	reducing	reduce	VERB
fuelectenerg-12782	125	27	the	the	DET
fuelectenerg-12782	125	28	potential	potential	NOUN
fuelectenerg-12782	125	29	for	for	ADP
fuelectenerg-12782	125	30	overfitting	overfitte	VERB
fuelectenerg-12782	125	31	.	.	PUNCT
fuelectenerg-12782	126	1	the	the	DET
fuelectenerg-12782	126	2	optimal	optimal	ADJ
fuelectenerg-12782	126	3	model	model	NOUN
fuelectenerg-12782	126	4	is	be	AUX
fuelectenerg-12782	126	5	determined	determine	VERB
fuelectenerg-12782	126	6	based	base	VERB
fuelectenerg-12782	126	7	on	on	ADP
fuelectenerg-12782	126	8	accuracy	accuracy	NOUN
fuelectenerg-12782	126	9	and	and	CCONJ
fuelectenerg-12782	126	10	lowest	low	ADJ
fuelectenerg-12782	126	11	mean	mean	NOUN
fuelectenerg-12782	126	12	squared	square	VERB
fuelectenerg-12782	126	13	error	error	NOUN
fuelectenerg-12782	126	14	(	(	PUNCT
fuelectenerg-12782	126	15	mse	mse	NOUN
fuelectenerg-12782	126	16	)	)	PUNCT
fuelectenerg-12782	126	17	value	value	NOUN
fuelectenerg-12782	126	18	.	.	PUNCT
fuelectenerg-12782	127	1	during	during	ADP
fuelectenerg-12782	127	2	training	training	NOUN
fuelectenerg-12782	127	3	,	,	PUNCT
fuelectenerg-12782	127	4	features	feature	NOUN
fuelectenerg-12782	127	5	and	and	CCONJ
fuelectenerg-12782	127	6	target	target	NOUN
fuelectenerg-12782	127	7	values	value	NOUN
fuelectenerg-12782	127	8	are	be	AUX
fuelectenerg-12782	127	9	standardized	standardize	VERB
fuelectenerg-12782	127	10	to	to	PART
fuelectenerg-12782	127	11	maintain	maintain	VERB
fuelectenerg-12782	127	12	consistent	consistent	ADJ
fuelectenerg-12782	127	13	scaling	scaling	NOUN
fuelectenerg-12782	127	14	,	,	PUNCT
fuelectenerg-12782	127	15	improving	improve	VERB
fuelectenerg-12782	127	16	the	the	DET
fuelectenerg-12782	127	17	model	model	NOUN
fuelectenerg-12782	127	18	's	's	PART
fuelectenerg-12782	127	19	stability	stability	NOUN
fuelectenerg-12782	127	20	and	and	CCONJ
fuelectenerg-12782	127	21	performance	performance	NOUN
fuelectenerg-12782	127	22	.	.	PUNCT
fuelectenerg-12782	128	1	the	the	DET
fuelectenerg-12782	128	2	data	datum	NOUN
fuelectenerg-12782	128	3	set	set	VERB
fuelectenerg-12782	128	4	thus	thus	ADV
fuelectenerg-12782	128	5	prepared	prepare	VERB
fuelectenerg-12782	128	6	is	be	AUX
fuelectenerg-12782	128	7	divided	divide	VERB
fuelectenerg-12782	128	8	into	into	ADP
fuelectenerg-12782	128	9	80	80	NUM
fuelectenerg-12782	128	10	%	%	NOUN
fuelectenerg-12782	128	11	for	for	ADP
fuelectenerg-12782	128	12	training	training	NOUN
fuelectenerg-12782	128	13	,	,	PUNCT
fuelectenerg-12782	128	14	10	10	NUM
fuelectenerg-12782	128	15	%	%	NOUN
fuelectenerg-12782	128	16	for	for	ADP
fuelectenerg-12782	128	17	validation	validation	NOUN
fuelectenerg-12782	128	18	,	,	PUNCT
fuelectenerg-12782	128	19	and	and	CCONJ
fuelectenerg-12782	128	20	10	10	NUM
fuelectenerg-12782	128	21	%	%	NOUN
fuelectenerg-12782	128	22	for	for	ADP
fuelectenerg-12782	128	23	testing	testing	NOUN
fuelectenerg-12782	128	24	to	to	PART
fuelectenerg-12782	128	25	facilitate	facilitate	VERB
fuelectenerg-12782	128	26	effective	effective	ADJ
fuelectenerg-12782	128	27	training	training	NOUN
fuelectenerg-12782	128	28	and	and	CCONJ
fuelectenerg-12782	128	29	unbiased	unbiased	ADJ
fuelectenerg-12782	128	30	evaluation	evaluation	NOUN
fuelectenerg-12782	128	31	.	.	PUNCT
fuelectenerg-12782	129	1	for	for	ADP
fuelectenerg-12782	129	2	evaluating	evaluate	VERB
fuelectenerg-12782	129	3	the	the	DET
fuelectenerg-12782	129	4	model	model	NOUN
fuelectenerg-12782	129	5	performance	performance	NOUN
fuelectenerg-12782	129	6	,	,	PUNCT
fuelectenerg-12782	129	7	mean	mean	VERB
fuelectenerg-12782	129	8	squared	square	VERB
fuelectenerg-12782	129	9	error	error	NOUN
fuelectenerg-12782	129	10	(	(	PUNCT
fuelectenerg-12782	129	11	mse	mse	NOUN
fuelectenerg-12782	129	12	)	)	PUNCT
fuelectenerg-12782	129	13	,	,	PUNCT
fuelectenerg-12782	129	14	with	with	ADP
fuelectenerg-12782	129	15	percentage	percentage	NOUN
fuelectenerg-12782	129	16	accuracy	accuracy	NOUN
fuelectenerg-12782	129	17	offering	offer	VERB
fuelectenerg-12782	129	18	further	further	ADJ
fuelectenerg-12782	129	19	insights	insight	NOUN
fuelectenerg-12782	129	20	into	into	ADP
fuelectenerg-12782	129	21	prediction	prediction	NOUN
fuelectenerg-12782	129	22	quality	quality	NOUN
fuelectenerg-12782	129	23	is	be	AUX
fuelectenerg-12782	129	24	estimated	estimate	VERB
fuelectenerg-12782	129	25	.	.	PUNCT
fuelectenerg-12782	130	1	to	to	PART
fuelectenerg-12782	130	2	prevent	prevent	VERB
fuelectenerg-12782	130	3	overfitting	overfitting	NOUN
fuelectenerg-12782	130	4	,	,	PUNCT
fuelectenerg-12782	130	5	the	the	DET
fuelectenerg-12782	130	6	model	model	NOUN
fuelectenerg-12782	130	7	's	's	PART
fuelectenerg-12782	130	8	performance	performance	NOUN
fuelectenerg-12782	130	9	is	be	AUX
fuelectenerg-12782	130	10	closely	closely	ADV
fuelectenerg-12782	130	11	monitored	monitor	VERB
fuelectenerg-12782	130	12	through	through	ADP
fuelectenerg-12782	130	13	the	the	DET
fuelectenerg-12782	130	14	validation	validation	NOUN
fuelectenerg-12782	130	15	set	set	NOUN
fuelectenerg-12782	130	16	,	,	PUNCT
fuelectenerg-12782	130	17	and	and	CCONJ
fuelectenerg-12782	130	18	62	62	NUM
fuelectenerg-12782	130	19	c.	c.	NOUN
fuelectenerg-12782	130	20	p.	p.	PROPN
fuelectenerg-12782	130	21	singh	singh	PROPN
fuelectenerg-12782	130	22	,	,	PUNCT
fuelectenerg-12782	130	23	r.	r.	PROPN
fuelectenerg-12782	130	24	k.	k.	PROPN
fuelectenerg-12782	130	25	dwivedi	dwivedi	PROPN
fuelectenerg-12782	130	26	,	,	PUNCT
fuelectenerg-12782	130	27	a.	a.	PROPN
fuelectenerg-12782	130	28	verma	verma	PROPN
fuelectenerg-12782	130	29	,	,	PUNCT
fuelectenerg-12782	130	30	p.	p.	PROPN
fuelectenerg-12782	130	31	ranjan	ranjan	PROPN
fuelectenerg-12782	130	32	although	although	SCONJ
fuelectenerg-12782	130	33	regularization	regularization	NOUN
fuelectenerg-12782	130	34	techniques	technique	NOUN
fuelectenerg-12782	130	35	are	be	AUX
fuelectenerg-12782	130	36	not	not	PART
fuelectenerg-12782	130	37	applied	apply	VERB
fuelectenerg-12782	130	38	in	in	ADP
fuelectenerg-12782	130	39	this	this	DET
fuelectenerg-12782	130	40	version	version	NOUN
fuelectenerg-12782	130	41	,	,	PUNCT
fuelectenerg-12782	130	42	they	they	PRON
fuelectenerg-12782	130	43	could	could	AUX
fuelectenerg-12782	130	44	be	be	AUX
fuelectenerg-12782	130	45	considered	consider	VERB
fuelectenerg-12782	130	46	to	to	PART
fuelectenerg-12782	130	47	further	far	ADV
fuelectenerg-12782	130	48	address	address	VERB
fuelectenerg-12782	130	49	overfitting	overfitte	VERB
fuelectenerg-12782	130	50	if	if	SCONJ
fuelectenerg-12782	130	51	necessary	necessary	ADJ
fuelectenerg-12782	130	52	.	.	PUNCT
fuelectenerg-12782	131	1	(	(	PUNCT
fuelectenerg-12782	131	2	a	a	X
fuelectenerg-12782	131	3	)	)	PUNCT
fuelectenerg-12782	131	4	adaptive	adaptive	ADJ
fuelectenerg-12782	131	5	moment	moment	NOUN
fuelectenerg-12782	131	6	optimizer	optimizer	NOUN
fuelectenerg-12782	131	7	algorithm	algorithm	NOUN
fuelectenerg-12782	131	8	:	:	PUNCT
fuelectenerg-12782	131	9	adam	adam	PROPN
fuelectenerg-12782	131	10	,	,	PUNCT
fuelectenerg-12782	131	11	short	short	ADJ
fuelectenerg-12782	131	12	for	for	ADP
fuelectenerg-12782	131	13	adaptive	adaptive	ADJ
fuelectenerg-12782	131	14	moment	moment	NOUN
fuelectenerg-12782	131	15	optimizer	optimizer	NOUN
fuelectenerg-12782	131	16	,	,	PUNCT
fuelectenerg-12782	131	17	represents	represent	VERB
fuelectenerg-12782	131	18	a	a	DET
fuelectenerg-12782	131	19	very	very	ADV
fuelectenerg-12782	131	20	effective	effective	ADJ
fuelectenerg-12782	131	21	and	and	CCONJ
fuelectenerg-12782	131	22	often	often	ADV
fuelectenerg-12782	131	23	used	use	VERB
fuelectenerg-12782	131	24	optimizer	optimizer	NOUN
fuelectenerg-12782	131	25	for	for	ADP
fuelectenerg-12782	131	26	training	train	VERB
fuelectenerg-12782	131	27	ann	ann	PROPN
fuelectenerg-12782	131	28	models	model	NOUN
fuelectenerg-12782	131	29	.	.	PUNCT
fuelectenerg-12782	132	1	specifically	specifically	ADV
fuelectenerg-12782	132	2	crafted	craft	VERB
fuelectenerg-12782	132	3	for	for	ADP
fuelectenerg-12782	132	4	minimizing	minimize	VERB
fuelectenerg-12782	132	5	unconstrained	unconstraine	VERB
fuelectenerg-12782	132	6	,	,	PUNCT
fuelectenerg-12782	132	7	smooth	smooth	ADJ
fuelectenerg-12782	132	8	functions	function	NOUN
fuelectenerg-12782	132	9	,	,	PUNCT
fuelectenerg-12782	132	10	adam	adam	PROPN
fuelectenerg-12782	132	11	proves	prove	VERB
fuelectenerg-12782	132	12	well	well	ADV
fuelectenerg-12782	132	13	-	-	PUNCT
fuelectenerg-12782	132	14	suited	suited	ADJ
fuelectenerg-12782	132	15	for	for	ADP
fuelectenerg-12782	132	16	training	train	VERB
fuelectenerg-12782	132	17	neural	neural	ADJ
fuelectenerg-12782	132	18	networks	network	NOUN
fuelectenerg-12782	132	19	.	.	PUNCT
fuelectenerg-12782	133	1	acknowledged	acknowledge	VERB
fuelectenerg-12782	133	2	for	for	ADP
fuelectenerg-12782	133	3	its	its	PRON
fuelectenerg-12782	133	4	speed	speed	NOUN
fuelectenerg-12782	133	5	,	,	PUNCT
fuelectenerg-12782	133	6	the	the	DET
fuelectenerg-12782	133	7	performance	performance	NOUN
fuelectenerg-12782	133	8	of	of	ADP
fuelectenerg-12782	133	9	adam	adam	PROPN
fuelectenerg-12782	133	10	may	may	AUX
fuelectenerg-12782	133	11	be	be	AUX
fuelectenerg-12782	133	12	influenced	influence	VERB
fuelectenerg-12782	133	13	by	by	ADP
fuelectenerg-12782	133	14	the	the	DET
fuelectenerg-12782	133	15	unique	unique	ADJ
fuelectenerg-12782	133	16	architecture	architecture	NOUN
fuelectenerg-12782	133	17	of	of	ADP
fuelectenerg-12782	133	18	the	the	DET
fuelectenerg-12782	133	19	neural	neural	ADJ
fuelectenerg-12782	133	20	network	network	NOUN
fuelectenerg-12782	133	21	and	and	CCONJ
fuelectenerg-12782	133	22	the	the	DET
fuelectenerg-12782	133	23	random	random	ADJ
fuelectenerg-12782	133	24	initialization	initialization	NOUN
fuelectenerg-12782	133	25	of	of	ADP
fuelectenerg-12782	133	26	neuron	neuron	PROPN
fuelectenerg-12782	133	27	weights	weight	VERB
fuelectenerg-12782	134	1	[	[	X
fuelectenerg-12782	134	2	24	24	NUM
fuelectenerg-12782	134	3	]	]	PUNCT
fuelectenerg-12782	134	4	.	.	PUNCT
fuelectenerg-12782	135	1	(	(	PUNCT
fuelectenerg-12782	135	2	b	b	X
fuelectenerg-12782	135	3	)	)	PUNCT
fuelectenerg-12782	135	4	scaled	scale	VERB
fuelectenerg-12782	135	5	conjugate	conjugate	ADJ
fuelectenerg-12782	135	6	gradient	gradient	ADJ
fuelectenerg-12782	135	7	algorithm	algorithm	NOUN
fuelectenerg-12782	135	8	:	:	PUNCT
fuelectenerg-12782	135	9	scg	scg	NOUN
fuelectenerg-12782	135	10	,	,	PUNCT
fuelectenerg-12782	135	11	or	or	CCONJ
fuelectenerg-12782	135	12	scaled	scale	VERB
fuelectenerg-12782	135	13	conjugate	conjugate	ADJ
fuelectenerg-12782	135	14	gradient	gradient	NOUN
fuelectenerg-12782	135	15	,	,	PUNCT
fuelectenerg-12782	135	16	serves	serve	VERB
fuelectenerg-12782	135	17	as	as	ADP
fuelectenerg-12782	135	18	an	an	DET
fuelectenerg-12782	135	19	optimization	optimization	NOUN
fuelectenerg-12782	135	20	algorithm	algorithm	NOUN
fuelectenerg-12782	135	21	extensively	extensively	ADV
fuelectenerg-12782	135	22	applied	apply	VERB
fuelectenerg-12782	135	23	in	in	ADP
fuelectenerg-12782	135	24	ann	ann	PROPN
fuelectenerg-12782	135	25	training	training	NOUN
fuelectenerg-12782	135	26	.	.	PUNCT
fuelectenerg-12782	136	1	by	by	ADP
fuelectenerg-12782	136	2	integrating	integrate	VERB
fuelectenerg-12782	136	3	the	the	DET
fuelectenerg-12782	136	4	conjugate	conjugate	ADJ
fuelectenerg-12782	136	5	gradient	gradient	NOUN
fuelectenerg-12782	136	6	method	method	NOUN
fuelectenerg-12782	136	7	with	with	ADP
fuelectenerg-12782	136	8	a	a	DET
fuelectenerg-12782	136	9	scaled	scale	VERB
fuelectenerg-12782	136	10	approach	approach	NOUN
fuelectenerg-12782	136	11	,	,	PUNCT
fuelectenerg-12782	136	12	scg	scg	NOUN
fuelectenerg-12782	136	13	excels	excel	VERB
fuelectenerg-12782	136	14	in	in	ADP
fuelectenerg-12782	136	15	efficiently	efficiently	ADV
fuelectenerg-12782	136	16	optimizing	optimize	VERB
fuelectenerg-12782	136	17	both	both	DET
fuelectenerg-12782	136	18	time	time	NOUN
fuelectenerg-12782	136	19	and	and	CCONJ
fuelectenerg-12782	136	20	accuracy	accuracy	NOUN
fuelectenerg-12782	136	21	.	.	PUNCT
fuelectenerg-12782	137	1	this	this	PRON
fuelectenerg-12782	137	2	makes	make	VERB
fuelectenerg-12782	137	3	it	it	PRON
fuelectenerg-12782	137	4	a	a	DET
fuelectenerg-12782	137	5	highly	highly	ADV
fuelectenerg-12782	137	6	favoured	favour	VERB
fuelectenerg-12782	137	7	choice	choice	NOUN
fuelectenerg-12782	137	8	for	for	ADP
fuelectenerg-12782	137	9	training	train	VERB
fuelectenerg-12782	137	10	neural	neural	ADJ
fuelectenerg-12782	137	11	networks	network	NOUN
fuelectenerg-12782	137	12	[	[	X
fuelectenerg-12782	137	13	23	23	NUM
fuelectenerg-12782	137	14	]	]	PUNCT
fuelectenerg-12782	137	15	.	.	PUNCT
fuelectenerg-12782	138	1	(	(	PUNCT
fuelectenerg-12782	138	2	c	c	X
fuelectenerg-12782	138	3	)	)	PUNCT
fuelectenerg-12782	138	4	bayesian	bayesian	NOUN
fuelectenerg-12782	138	5	black	black	ADJ
fuelectenerg-12782	138	6	-	-	PUNCT
fuelectenerg-12782	138	7	box	box	NOUN
fuelectenerg-12782	138	8	optimization	optimization	NOUN
fuelectenerg-12782	138	9	:	:	PUNCT
fuelectenerg-12782	138	10	this	this	PRON
fuelectenerg-12782	138	11	is	be	AUX
fuelectenerg-12782	138	12	a	a	DET
fuelectenerg-12782	138	13	method	method	NOUN
fuelectenerg-12782	138	14	designed	design	VERB
fuelectenerg-12782	138	15	for	for	ADP
fuelectenerg-12782	138	16	optimizing	optimize	VERB
fuelectenerg-12782	138	17	functions	function	NOUN
fuelectenerg-12782	138	18	that	that	PRON
fuelectenerg-12782	138	19	are	be	AUX
fuelectenerg-12782	138	20	difficult	difficult	ADJ
fuelectenerg-12782	138	21	or	or	CCONJ
fuelectenerg-12782	138	22	costly	costly	ADJ
fuelectenerg-12782	138	23	to	to	PART
fuelectenerg-12782	138	24	assess	assess	VERB
fuelectenerg-12782	138	25	directly	directly	ADV
fuelectenerg-12782	138	26	.	.	PUNCT
fuelectenerg-12782	139	1	it	it	PRON
fuelectenerg-12782	139	2	employs	employ	VERB
fuelectenerg-12782	139	3	probabilistic	probabilistic	ADJ
fuelectenerg-12782	139	4	models	model	NOUN
fuelectenerg-12782	139	5	,	,	PUNCT
fuelectenerg-12782	139	6	like	like	ADP
fuelectenerg-12782	139	7	gaussian	gaussian	ADJ
fuelectenerg-12782	139	8	processes	process	NOUN
fuelectenerg-12782	139	9	,	,	PUNCT
fuelectenerg-12782	139	10	to	to	PART
fuelectenerg-12782	139	11	forecast	forecast	VERB
fuelectenerg-12782	139	12	function	function	NOUN
fuelectenerg-12782	139	13	values	value	NOUN
fuelectenerg-12782	139	14	and	and	CCONJ
fuelectenerg-12782	139	15	gauge	gauge	ADJ
fuelectenerg-12782	139	16	uncertainty	uncertainty	NOUN
fuelectenerg-12782	139	17	.	.	PUNCT
fuelectenerg-12782	140	1	by	by	ADP
fuelectenerg-12782	140	2	utilizing	utilize	VERB
fuelectenerg-12782	140	3	an	an	DET
fuelectenerg-12782	140	4	acquisition	acquisition	NOUN
fuelectenerg-12782	140	5	function	function	NOUN
fuelectenerg-12782	140	6	,	,	PUNCT
fuelectenerg-12782	140	7	this	this	DET
fuelectenerg-12782	140	8	technique	technique	NOUN
fuelectenerg-12782	140	9	strategically	strategically	ADV
fuelectenerg-12782	140	10	chooses	choose	VERB
fuelectenerg-12782	140	11	where	where	SCONJ
fuelectenerg-12782	140	12	to	to	PART
fuelectenerg-12782	140	13	evaluate	evaluate	VERB
fuelectenerg-12782	140	14	next	next	ADV
fuelectenerg-12782	140	15	,	,	PUNCT
fuelectenerg-12782	140	16	aiming	aim	VERB
fuelectenerg-12782	140	17	to	to	PART
fuelectenerg-12782	140	18	balance	balance	VERB
fuelectenerg-12782	140	19	exploration	exploration	NOUN
fuelectenerg-12782	140	20	with	with	ADP
fuelectenerg-12782	140	21	exploitation	exploitation	NOUN
fuelectenerg-12782	140	22	.	.	PUNCT
fuelectenerg-12782	141	1	this	this	DET
fuelectenerg-12782	141	2	strategy	strategy	NOUN
fuelectenerg-12782	141	3	reduces	reduce	VERB
fuelectenerg-12782	141	4	the	the	DET
fuelectenerg-12782	141	5	total	total	ADJ
fuelectenerg-12782	141	6	number	number	NOUN
fuelectenerg-12782	141	7	of	of	ADP
fuelectenerg-12782	141	8	function	function	NOUN
fuelectenerg-12782	141	9	evaluations	evaluation	NOUN
fuelectenerg-12782	141	10	required	require	VERB
fuelectenerg-12782	141	11	to	to	PART
fuelectenerg-12782	141	12	identify	identify	VERB
fuelectenerg-12782	141	13	the	the	DET
fuelectenerg-12782	141	14	optimal	optimal	ADJ
fuelectenerg-12782	141	15	solution	solution	NOUN
fuelectenerg-12782	141	16	.	.	PUNCT
fuelectenerg-12782	142	1	it	it	PRON
fuelectenerg-12782	142	2	's	be	AUX
fuelectenerg-12782	142	3	often	often	ADV
fuelectenerg-12782	142	4	applied	apply	VERB
fuelectenerg-12782	142	5	in	in	ADP
fuelectenerg-12782	142	6	areas	area	NOUN
fuelectenerg-12782	142	7	such	such	ADJ
fuelectenerg-12782	142	8	as	as	ADP
fuelectenerg-12782	142	9	tuning	tune	VERB
fuelectenerg-12782	142	10	hyperparameters	hyperparameter	NOUN
fuelectenerg-12782	142	11	and	and	CCONJ
fuelectenerg-12782	142	12	handling	handle	VERB
fuelectenerg-12782	142	13	other	other	ADJ
fuelectenerg-12782	142	14	expensive	expensive	ADJ
fuelectenerg-12782	142	15	function	function	NOUN
fuelectenerg-12782	142	16	evaluations	evaluation	NOUN
fuelectenerg-12782	142	17	.	.	PUNCT
fuelectenerg-12782	143	1	(	(	PUNCT
fuelectenerg-12782	143	2	d	d	X
fuelectenerg-12782	143	3	)	)	PUNCT
fuelectenerg-12782	143	4	levenberg	levenberg	PROPN
fuelectenerg-12782	143	5	-	-	PUNCT
fuelectenerg-12782	143	6	marquardt	marquardt	PROPN
fuelectenerg-12782	143	7	algorithm	algorithm	PROPN
fuelectenerg-12782	143	8	:	:	PUNCT
fuelectenerg-12782	143	9	the	the	DET
fuelectenerg-12782	143	10	levenberg	levenberg	PROPN
fuelectenerg-12782	143	11	-	-	PUNCT
fuelectenerg-12782	143	12	marquardt	marquardt	PROPN
fuelectenerg-12782	143	13	(	(	PUNCT
fuelectenerg-12782	143	14	lm	lm	INTJ
fuelectenerg-12782	143	15	)	)	PUNCT
fuelectenerg-12782	143	16	algorithm	algorithm	NOUN
fuelectenerg-12782	143	17	is	be	AUX
fuelectenerg-12782	143	18	an	an	DET
fuelectenerg-12782	143	19	iterative	iterative	NOUN
fuelectenerg-12782	143	20	method	method	NOUN
fuelectenerg-12782	143	21	designed	design	VERB
fuelectenerg-12782	143	22	for	for	ADP
fuelectenerg-12782	143	23	optimizing	optimize	VERB
fuelectenerg-12782	143	24	non	non	ADJ
fuelectenerg-12782	143	25	-	-	ADJ
fuelectenerg-12782	143	26	linear	linear	ADJ
fuelectenerg-12782	143	27	least	least	ADJ
fuelectenerg-12782	143	28	squares	square	NOUN
fuelectenerg-12782	143	29	problems	problem	NOUN
fuelectenerg-12782	143	30	.	.	PUNCT
fuelectenerg-12782	144	1	it	it	PRON
fuelectenerg-12782	144	2	merges	merge	VERB
fuelectenerg-12782	144	3	elements	element	NOUN
fuelectenerg-12782	144	4	of	of	ADP
fuelectenerg-12782	144	5	gradient	gradient	ADJ
fuelectenerg-12782	144	6	descent	descent	NOUN
fuelectenerg-12782	144	7	and	and	CCONJ
fuelectenerg-12782	144	8	the	the	DET
fuelectenerg-12782	144	9	gauss	gauss	PROPN
fuelectenerg-12782	144	10	-	-	PUNCT
fuelectenerg-12782	144	11	newton	newton	PROPN
fuelectenerg-12782	144	12	approach	approach	NOUN
fuelectenerg-12782	144	13	to	to	AUX
fuelectenerg-12782	144	14	effectively	effectively	ADV
fuelectenerg-12782	144	15	locate	locate	VERB
fuelectenerg-12782	144	16	local	local	ADJ
fuelectenerg-12782	144	17	minima	minima	NOUN
fuelectenerg-12782	144	18	.	.	PUNCT
fuelectenerg-12782	145	1	the	the	DET
fuelectenerg-12782	145	2	algorithm	algorithm	NOUN
fuelectenerg-12782	145	3	adjusts	adjust	VERB
fuelectenerg-12782	145	4	its	its	PRON
fuelectenerg-12782	145	5	step	step	NOUN
fuelectenerg-12782	145	6	size	size	NOUN
fuelectenerg-12782	145	7	dynamically	dynamically	ADV
fuelectenerg-12782	145	8	,	,	PUNCT
fuelectenerg-12782	145	9	allowing	allow	VERB
fuelectenerg-12782	145	10	it	it	PRON
fuelectenerg-12782	145	11	to	to	PART
fuelectenerg-12782	145	12	leverage	leverage	VERB
fuelectenerg-12782	145	13	the	the	DET
fuelectenerg-12782	145	14	rapid	rapid	ADJ
fuelectenerg-12782	145	15	convergence	convergence	NOUN
fuelectenerg-12782	145	16	of	of	ADP
fuelectenerg-12782	145	17	the	the	DET
fuelectenerg-12782	145	18	gauss	gauss	PROPN
fuelectenerg-12782	145	19	-	-	PUNCT
fuelectenerg-12782	145	20	newton	newton	PROPN
fuelectenerg-12782	145	21	method	method	NOUN
fuelectenerg-12782	145	22	while	while	SCONJ
fuelectenerg-12782	145	23	maintaining	maintain	VERB
fuelectenerg-12782	145	24	the	the	DET
fuelectenerg-12782	145	25	stability	stability	NOUN
fuelectenerg-12782	145	26	of	of	ADP
fuelectenerg-12782	145	27	gradient	gradient	ADJ
fuelectenerg-12782	145	28	descent	descent	NOUN
fuelectenerg-12782	145	29	.	.	PUNCT
fuelectenerg-12782	146	1	this	this	DET
fuelectenerg-12782	146	2	versatility	versatility	NOUN
fuelectenerg-12782	146	3	makes	make	VERB
fuelectenerg-12782	146	4	it	it	PRON
fuelectenerg-12782	146	5	wellsuited	wellsuite	VERB
fuelectenerg-12782	146	6	for	for	ADP
fuelectenerg-12782	146	7	tackling	tackle	VERB
fuelectenerg-12782	146	8	complex	complex	ADJ
fuelectenerg-12782	146	9	or	or	CCONJ
fuelectenerg-12782	146	10	ill	ill	ADV
fuelectenerg-12782	146	11	-	-	PUNCT
fuelectenerg-12782	146	12	conditioned	condition	VERB
fuelectenerg-12782	146	13	functions	function	NOUN
fuelectenerg-12782	146	14	.	.	PUNCT
fuelectenerg-12782	147	1	the	the	DET
fuelectenerg-12782	147	2	lm	lm	ADJ
fuelectenerg-12782	147	3	algorithm	algorithm	NOUN
fuelectenerg-12782	147	4	is	be	AUX
fuelectenerg-12782	147	5	commonly	commonly	ADV
fuelectenerg-12782	147	6	applied	apply	VERB
fuelectenerg-12782	147	7	in	in	ADP
fuelectenerg-12782	147	8	machine	machine	NOUN
fuelectenerg-12782	147	9	learning	learning	NOUN
fuelectenerg-12782	147	10	and	and	CCONJ
fuelectenerg-12782	147	11	data	datum	NOUN
fuelectenerg-12782	147	12	fitting	fitting	ADJ
fuelectenerg-12782	147	13	to	to	ADP
fuelectenerg-12782	147	14	fine	fine	ADJ
fuelectenerg-12782	147	15	-	-	PUNCT
fuelectenerg-12782	147	16	tune	tune	NOUN
fuelectenerg-12782	147	17	model	model	NOUN
fuelectenerg-12782	147	18	parameters	parameter	NOUN
fuelectenerg-12782	147	19	.	.	PUNCT
fuelectenerg-12782	148	1	(	(	PUNCT
fuelectenerg-12782	148	2	e	e	X
fuelectenerg-12782	148	3	)	)	PUNCT
fuelectenerg-12782	148	4	resilient	resilient	ADJ
fuelectenerg-12782	148	5	backpropagation	backpropagation	NOUN
fuelectenerg-12782	148	6	:	:	PUNCT
fuelectenerg-12782	148	7	the	the	DET
fuelectenerg-12782	148	8	resilient	resilient	ADJ
fuelectenerg-12782	148	9	backpropagation	backpropagation	NOUN
fuelectenerg-12782	148	10	(	(	PUNCT
fuelectenerg-12782	148	11	rprop	rprop	NOUN
fuelectenerg-12782	148	12	)	)	PUNCT
fuelectenerg-12782	148	13	optimizer	optimizer	NOUN
fuelectenerg-12782	148	14	is	be	AUX
fuelectenerg-12782	148	15	designed	design	VERB
fuelectenerg-12782	148	16	to	to	PART
fuelectenerg-12782	148	17	enhance	enhance	VERB
fuelectenerg-12782	148	18	the	the	DET
fuelectenerg-12782	148	19	training	training	NOUN
fuelectenerg-12782	148	20	process	process	NOUN
fuelectenerg-12782	148	21	of	of	ADP
fuelectenerg-12782	148	22	neural	neural	ADJ
fuelectenerg-12782	148	23	networks	network	NOUN
fuelectenerg-12782	148	24	by	by	ADP
fuelectenerg-12782	148	25	focusing	focus	VERB
fuelectenerg-12782	148	26	on	on	ADP
fuelectenerg-12782	148	27	the	the	DET
fuelectenerg-12782	148	28	direction	direction	NOUN
fuelectenerg-12782	148	29	of	of	ADP
fuelectenerg-12782	148	30	gradients	gradient	NOUN
fuelectenerg-12782	148	31	rather	rather	ADV
fuelectenerg-12782	148	32	than	than	ADP
fuelectenerg-12782	148	33	their	their	PRON
fuelectenerg-12782	148	34	magnitude	magnitude	NOUN
fuelectenerg-12782	148	35	.	.	PUNCT
fuelectenerg-12782	149	1	this	this	DET
fuelectenerg-12782	149	2	approach	approach	NOUN
fuelectenerg-12782	149	3	helps	help	VERB
fuelectenerg-12782	149	4	manage	manage	VERB
fuelectenerg-12782	149	5	varying	vary	VERB
fuelectenerg-12782	149	6	gradient	gradient	NOUN
fuelectenerg-12782	149	7	scales	scale	NOUN
fuelectenerg-12782	149	8	,	,	PUNCT
fuelectenerg-12782	149	9	improving	improve	VERB
fuelectenerg-12782	149	10	stability	stability	NOUN
fuelectenerg-12782	149	11	.	.	PUNCT
fuelectenerg-12782	150	1	rprop	rprop	NOUN
fuelectenerg-12782	150	2	adjusts	adjust	VERB
fuelectenerg-12782	150	3	the	the	DET
fuelectenerg-12782	150	4	learning	learning	NOUN
fuelectenerg-12782	150	5	rate	rate	NOUN
fuelectenerg-12782	150	6	for	for	ADP
fuelectenerg-12782	150	7	each	each	DET
fuelectenerg-12782	150	8	weight	weight	NOUN
fuelectenerg-12782	150	9	individually	individually	ADV
fuelectenerg-12782	150	10	,	,	PUNCT
fuelectenerg-12782	150	11	which	which	PRON
fuelectenerg-12782	150	12	speeds	speed	VERB
fuelectenerg-12782	150	13	up	up	ADP
fuelectenerg-12782	150	14	convergence	convergence	NOUN
fuelectenerg-12782	150	15	and	and	CCONJ
fuelectenerg-12782	150	16	mitigates	mitigate	VERB
fuelectenerg-12782	150	17	issues	issue	NOUN
fuelectenerg-12782	150	18	like	like	ADP
fuelectenerg-12782	150	19	vanishing	vanish	VERB
fuelectenerg-12782	150	20	or	or	CCONJ
fuelectenerg-12782	150	21	exploding	explode	VERB
fuelectenerg-12782	150	22	gradients	gradient	NOUN
fuelectenerg-12782	150	23	.	.	PUNCT
fuelectenerg-12782	151	1	it	it	PRON
fuelectenerg-12782	151	2	is	be	AUX
fuelectenerg-12782	151	3	especially	especially	ADV
fuelectenerg-12782	151	4	useful	useful	ADJ
fuelectenerg-12782	151	5	in	in	ADP
fuelectenerg-12782	151	6	environments	environment	NOUN
fuelectenerg-12782	151	7	with	with	ADP
fuelectenerg-12782	151	8	noisy	noisy	ADJ
fuelectenerg-12782	151	9	gradients	gradient	NOUN
fuelectenerg-12782	151	10	or	or	CCONJ
fuelectenerg-12782	151	11	complex	complex	ADJ
fuelectenerg-12782	151	12	loss	loss	NOUN
fuelectenerg-12782	151	13	functions	function	NOUN
fuelectenerg-12782	151	14	.	.	PUNCT
fuelectenerg-12782	152	1	although	although	SCONJ
fuelectenerg-12782	152	2	not	not	PART
fuelectenerg-12782	152	3	as	as	ADP
fuelectenerg-12782	152	4	prevalent	prevalent	ADJ
fuelectenerg-12782	152	5	in	in	ADP
fuelectenerg-12782	152	6	current	current	ADJ
fuelectenerg-12782	152	7	libraries	library	NOUN
fuelectenerg-12782	152	8	,	,	PUNCT
fuelectenerg-12782	152	9	rprop	rprop	NOUN
fuelectenerg-12782	152	10	's	's	PART
fuelectenerg-12782	152	11	principles	principle	NOUN
fuelectenerg-12782	152	12	are	be	AUX
fuelectenerg-12782	152	13	akin	akin	ADJ
fuelectenerg-12782	152	14	to	to	ADP
fuelectenerg-12782	152	15	those	those	PRON
fuelectenerg-12782	152	16	of	of	ADP
fuelectenerg-12782	152	17	other	other	ADJ
fuelectenerg-12782	152	18	optimizers	optimizer	NOUN
fuelectenerg-12782	152	19	like	like	ADP
fuelectenerg-12782	152	20	rmsprop	rmsprop	NOUN
fuelectenerg-12782	152	21	available	available	ADJ
fuelectenerg-12782	152	22	in	in	ADP
fuelectenerg-12782	152	23	tensorflow	tensorflow	PROPN
fuelectenerg-12782	152	24	/	/	SYM
fuelectenerg-12782	152	25	kera	kera	PROPN
fuelectenerg-12782	152	26	analysis	analysis	NOUN
fuelectenerg-12782	152	27	of	of	ADP
fuelectenerg-12782	152	28	dgs	dgs	NOUN
fuelectenerg-12782	152	29	based	base	VERB
fuelectenerg-12782	152	30	rectangular	rectangular	ADJ
fuelectenerg-12782	152	31	patch	patch	NOUN
fuelectenerg-12782	152	32	antenna	antenna	NOUN
fuelectenerg-12782	152	33	with	with	ADP
fuelectenerg-12782	152	34	artificial	artificial	ADJ
fuelectenerg-12782	152	35	neural	neural	ADJ
fuelectenerg-12782	152	36	network	network	NOUN
fuelectenerg-12782	152	37	...	...	PUNCT
fuelectenerg-12782	152	38	63	63	NUM
fuelectenerg-12782	152	39	fig	fig	NOUN
fuelectenerg-12782	152	40	.	.	PUNCT
fuelectenerg-12782	153	1	5	5	NUM
fuelectenerg-12782	153	2	ann	ann	PROPN
fuelectenerg-12782	153	3	model	model	NOUN
fuelectenerg-12782	153	4	5	5	NUM
fuelectenerg-12782	153	5	.	.	PUNCT
fuelectenerg-12782	153	6	results	result	NOUN
fuelectenerg-12782	153	7	figure	figure	VERB
fuelectenerg-12782	153	8	6	6	NUM
fuelectenerg-12782	153	9	illustrates	illustrate	VERB
fuelectenerg-12782	153	10	the	the	DET
fuelectenerg-12782	153	11	prototype	prototype	NOUN
fuelectenerg-12782	153	12	model	model	NOUN
fuelectenerg-12782	153	13	of	of	ADP
fuelectenerg-12782	153	14	the	the	DET
fuelectenerg-12782	153	15	proposed	propose	VERB
fuelectenerg-12782	153	16	antenna	antenna	NOUN
fuelectenerg-12782	153	17	,	,	PUNCT
fuelectenerg-12782	153	18	displaying	display	VERB
fuelectenerg-12782	153	19	its	its	PRON
fuelectenerg-12782	153	20	physical	physical	ADJ
fuelectenerg-12782	153	21	design	design	NOUN
fuelectenerg-12782	153	22	and	and	CCONJ
fuelectenerg-12782	153	23	construction	construction	NOUN
fuelectenerg-12782	153	24	.	.	PUNCT
fuelectenerg-12782	154	1	the	the	DET
fuelectenerg-12782	154	2	performance	performance	NOUN
fuelectenerg-12782	154	3	of	of	ADP
fuelectenerg-12782	154	4	this	this	DET
fuelectenerg-12782	154	5	antenna	antenna	NOUN
fuelectenerg-12782	154	6	was	be	AUX
fuelectenerg-12782	154	7	assessed	assess	VERB
fuelectenerg-12782	154	8	using	use	VERB
fuelectenerg-12782	154	9	a	a	DET
fuelectenerg-12782	154	10	network	network	NOUN
fuelectenerg-12782	154	11	analyzer	analyzer	NOUN
fuelectenerg-12782	154	12	.	.	PUNCT
fuelectenerg-12782	155	1	the	the	DET
fuelectenerg-12782	155	2	s11	s11	PROPN
fuelectenerg-12782	155	3	parameter	parameter	NOUN
fuelectenerg-12782	155	4	plots	plot	NOUN
fuelectenerg-12782	155	5	shown	show	VERB
fuelectenerg-12782	155	6	in	in	ADP
fuelectenerg-12782	155	7	figures	figure	NOUN
fuelectenerg-12782	155	8	7(a	7(a	NUM
fuelectenerg-12782	155	9	)	)	PUNCT
fuelectenerg-12782	155	10	,	,	PUNCT
fuelectenerg-12782	155	11	(	(	PUNCT
fuelectenerg-12782	155	12	b	b	NOUN
fuelectenerg-12782	155	13	)	)	PUNCT
fuelectenerg-12782	155	14	,	,	PUNCT
fuelectenerg-12782	155	15	(	(	PUNCT
fuelectenerg-12782	155	16	c	c	NOUN
fuelectenerg-12782	155	17	)	)	PUNCT
fuelectenerg-12782	155	18	,	,	PUNCT
fuelectenerg-12782	155	19	(	(	PUNCT
fuelectenerg-12782	155	20	d	d	X
fuelectenerg-12782	155	21	)	)	PUNCT
fuelectenerg-12782	155	22	and	and	CCONJ
fuelectenerg-12782	155	23	(	(	PUNCT
fuelectenerg-12782	155	24	e	e	NOUN
fuelectenerg-12782	155	25	)	)	PUNCT
fuelectenerg-12782	155	26	were	be	AUX
fuelectenerg-12782	155	27	generated	generate	VERB
fuelectenerg-12782	155	28	after	after	ADP
fuelectenerg-12782	155	29	applying	apply	VERB
fuelectenerg-12782	155	30	and	and	CCONJ
fuelectenerg-12782	155	31	testing	test	VERB
fuelectenerg-12782	155	32	five	five	NUM
fuelectenerg-12782	155	33	distinct	distinct	ADJ
fuelectenerg-12782	155	34	training	training	NOUN
fuelectenerg-12782	155	35	algorithms	algorithm	NOUN
fuelectenerg-12782	155	36	with	with	ADP
fuelectenerg-12782	155	37	an	an	DET
fuelectenerg-12782	155	38	artificial	artificial	ADJ
fuelectenerg-12782	155	39	neural	neural	ADJ
fuelectenerg-12782	155	40	network	network	NOUN
fuelectenerg-12782	155	41	(	(	PUNCT
fuelectenerg-12782	155	42	ann	ann	PROPN
fuelectenerg-12782	155	43	)	)	PUNCT
fuelectenerg-12782	155	44	.	.	PUNCT
fuelectenerg-12782	156	1	these	these	DET
fuelectenerg-12782	156	2	algorithms	algorithm	NOUN
fuelectenerg-12782	156	3	include	include	VERB
fuelectenerg-12782	156	4	adam	adam	PROPN
fuelectenerg-12782	156	5	,	,	PUNCT
fuelectenerg-12782	156	6	scaled	scale	VERB
fuelectenerg-12782	156	7	conjugate	conjugate	ADJ
fuelectenerg-12782	156	8	gradient	gradient	NOUN
fuelectenerg-12782	156	9	(	(	PUNCT
fuelectenerg-12782	156	10	scg	scg	NOUN
fuelectenerg-12782	156	11	)	)	PUNCT
fuelectenerg-12782	156	12	,	,	PUNCT
fuelectenerg-12782	156	13	bayesian	bayesian	NOUN
fuelectenerg-12782	156	14	black	black	ADJ
fuelectenerg-12782	156	15	-	-	PUNCT
fuelectenerg-12782	156	16	box	box	NOUN
fuelectenerg-12782	156	17	optimization	optimization	NOUN
fuelectenerg-12782	156	18	(	(	PUNCT
fuelectenerg-12782	156	19	bbo	bbo	NOUN
fuelectenerg-12782	156	20	)	)	PUNCT
fuelectenerg-12782	156	21	,	,	PUNCT
fuelectenerg-12782	156	22	levenberg	levenberg	PROPN
fuelectenerg-12782	156	23	-	-	PUNCT
fuelectenerg-12782	156	24	marquardt	marquardt	PROPN
fuelectenerg-12782	156	25	(	(	PUNCT
fuelectenerg-12782	156	26	lm	lm	PROPN
fuelectenerg-12782	156	27	)	)	PUNCT
fuelectenerg-12782	156	28	,	,	PUNCT
fuelectenerg-12782	156	29	and	and	CCONJ
fuelectenerg-12782	156	30	resilient	resilient	ADJ
fuelectenerg-12782	156	31	backpropagation	backpropagation	NOUN
fuelectenerg-12782	156	32	(	(	PUNCT
fuelectenerg-12782	156	33	rprop	rprop	NOUN
fuelectenerg-12782	156	34	)	)	PUNCT
fuelectenerg-12782	156	35	.	.	PUNCT
fuelectenerg-12782	157	1	the	the	DET
fuelectenerg-12782	157	2	figures	figure	NOUN
fuelectenerg-12782	157	3	highlight	highlight	VERB
fuelectenerg-12782	157	4	the	the	DET
fuelectenerg-12782	157	5	return	return	NOUN
fuelectenerg-12782	157	6	loss	loss	NOUN
fuelectenerg-12782	157	7	characteristics	characteristic	NOUN
fuelectenerg-12782	157	8	of	of	ADP
fuelectenerg-12782	157	9	the	the	DET
fuelectenerg-12782	157	10	antenna	antenna	NOUN
fuelectenerg-12782	157	11	and	and	CCONJ
fuelectenerg-12782	157	12	how	how	SCONJ
fuelectenerg-12782	157	13	they	they	PRON
fuelectenerg-12782	157	14	vary	vary	VERB
fuelectenerg-12782	157	15	depending	depend	VERB
fuelectenerg-12782	157	16	on	on	ADP
fuelectenerg-12782	157	17	the	the	DET
fuelectenerg-12782	157	18	chosen	choose	VERB
fuelectenerg-12782	157	19	algorithm	algorithm	NOUN
fuelectenerg-12782	157	20	.	.	PUNCT
fuelectenerg-12782	158	1	table	table	NOUN
fuelectenerg-12782	158	2	2	2	NUM
fuelectenerg-12782	158	3	provides	provide	VERB
fuelectenerg-12782	158	4	a	a	DET
fuelectenerg-12782	158	5	summary	summary	NOUN
fuelectenerg-12782	158	6	of	of	ADP
fuelectenerg-12782	158	7	the	the	DET
fuelectenerg-12782	158	8	mean	mean	ADJ
fuelectenerg-12782	158	9	squared	square	VERB
fuelectenerg-12782	158	10	error	error	NOUN
fuelectenerg-12782	158	11	(	(	PUNCT
fuelectenerg-12782	158	12	mse	mse	NOUN
fuelectenerg-12782	158	13	)	)	PUNCT
fuelectenerg-12782	158	14	values	value	NOUN
fuelectenerg-12782	158	15	for	for	ADP
fuelectenerg-12782	158	16	each	each	DET
fuelectenerg-12782	158	17	algorithm	algorithm	NOUN
fuelectenerg-12782	158	18	.	.	PUNCT
fuelectenerg-12782	159	1	this	this	DET
fuelectenerg-12782	159	2	table	table	NOUN
fuelectenerg-12782	159	3	offers	offer	VERB
fuelectenerg-12782	159	4	a	a	DET
fuelectenerg-12782	159	5	comparative	comparative	ADJ
fuelectenerg-12782	159	6	analysis	analysis	NOUN
fuelectenerg-12782	159	7	of	of	ADP
fuelectenerg-12782	159	8	the	the	DET
fuelectenerg-12782	159	9	error	error	NOUN
fuelectenerg-12782	159	10	rates	rate	NOUN
fuelectenerg-12782	159	11	associated	associate	VERB
fuelectenerg-12782	159	12	with	with	ADP
fuelectenerg-12782	159	13	the	the	DET
fuelectenerg-12782	159	14	different	different	ADJ
fuelectenerg-12782	159	15	training	training	NOUN
fuelectenerg-12782	159	16	methods	method	NOUN
fuelectenerg-12782	159	17	.	.	PUNCT
fuelectenerg-12782	160	1	the	the	DET
fuelectenerg-12782	160	2	bbo	bbo	NOUN
fuelectenerg-12782	160	3	algorithm	algorithm	NOUN
fuelectenerg-12782	160	4	emerges	emerge	VERB
fuelectenerg-12782	160	5	as	as	ADP
fuelectenerg-12782	160	6	the	the	DET
fuelectenerg-12782	160	7	most	most	ADV
fuelectenerg-12782	160	8	effective	effective	ADJ
fuelectenerg-12782	160	9	,	,	PUNCT
fuelectenerg-12782	160	10	achieving	achieve	VERB
fuelectenerg-12782	160	11	a	a	DET
fuelectenerg-12782	160	12	prediction	prediction	NOUN
fuelectenerg-12782	160	13	accuracy	accuracy	NOUN
fuelectenerg-12782	160	14	exceeding	exceed	VERB
fuelectenerg-12782	160	15	95.8	95.8	NUM
fuelectenerg-12782	160	16	%	%	NOUN
fuelectenerg-12782	160	17	.	.	PUNCT
fuelectenerg-12782	161	1	it	it	PRON
fuelectenerg-12782	161	2	also	also	ADV
fuelectenerg-12782	161	3	features	feature	VERB
fuelectenerg-12782	161	4	a	a	DET
fuelectenerg-12782	161	5	remarkable	remarkable	ADJ
fuelectenerg-12782	161	6	convergence	convergence	NOUN
fuelectenerg-12782	161	7	time	time	NOUN
fuelectenerg-12782	161	8	of	of	ADP
fuelectenerg-12782	161	9	only	only	ADV
fuelectenerg-12782	161	10	2	2	NUM
fuelectenerg-12782	161	11	milliseconds	millisecond	NOUN
fuelectenerg-12782	161	12	.	.	PUNCT
fuelectenerg-12782	162	1	this	this	DET
fuelectenerg-12782	162	2	performance	performance	NOUN
fuelectenerg-12782	162	3	underscores	underscore	VERB
fuelectenerg-12782	162	4	bbo	bbo	PROPN
fuelectenerg-12782	162	5	’s	’s	PART
fuelectenerg-12782	162	6	efficiency	efficiency	NOUN
fuelectenerg-12782	162	7	and	and	CCONJ
fuelectenerg-12782	162	8	accuracy	accuracy	NOUN
fuelectenerg-12782	162	9	,	,	PUNCT
fuelectenerg-12782	162	10	making	make	VERB
fuelectenerg-12782	162	11	it	it	PRON
fuelectenerg-12782	162	12	an	an	DET
fuelectenerg-12782	162	13	excellent	excellent	ADJ
fuelectenerg-12782	162	14	choice	choice	NOUN
fuelectenerg-12782	162	15	for	for	ADP
fuelectenerg-12782	162	16	optimizing	optimize	VERB
fuelectenerg-12782	162	17	ann	ann	PROPN
fuelectenerg-12782	162	18	training	training	NOUN
fuelectenerg-12782	162	19	across	across	ADP
fuelectenerg-12782	162	20	various	various	ADJ
fuelectenerg-12782	162	21	network	network	NOUN
fuelectenerg-12782	162	22	configurations	configuration	NOUN
fuelectenerg-12782	162	23	.	.	PUNCT
fuelectenerg-12782	163	1	(	(	PUNCT
fuelectenerg-12782	163	2	a	a	X
fuelectenerg-12782	163	3	)	)	PUNCT
fuelectenerg-12782	163	4	(	(	PUNCT
fuelectenerg-12782	163	5	b	b	X
fuelectenerg-12782	163	6	)	)	PUNCT
fuelectenerg-12782	163	7	fig	fig	NOUN
fuelectenerg-12782	163	8	.	.	PUNCT
fuelectenerg-12782	164	1	6	6	NUM
fuelectenerg-12782	164	2	(	(	PUNCT
fuelectenerg-12782	164	3	a	a	X
fuelectenerg-12782	164	4	)	)	PUNCT
fuelectenerg-12782	164	5	top	top	ADJ
fuelectenerg-12782	164	6	view	view	NOUN
fuelectenerg-12782	164	7	(	(	PUNCT
fuelectenerg-12782	164	8	b	b	NOUN
fuelectenerg-12782	164	9	)	)	PUNCT
fuelectenerg-12782	164	10	bottom	bottom	ADJ
fuelectenerg-12782	164	11	view	view	NOUN
fuelectenerg-12782	164	12	:	:	PUNCT
fuelectenerg-12782	164	13	fabricated	fabricate	VERB
fuelectenerg-12782	164	14	model	model	NOUN
fuelectenerg-12782	164	15	64	64	NUM
fuelectenerg-12782	164	16	c.	c.	PROPN
fuelectenerg-12782	164	17	p.	p.	PROPN
fuelectenerg-12782	164	18	singh	singh	PROPN
fuelectenerg-12782	164	19	,	,	PUNCT
fuelectenerg-12782	164	20	r.	r.	PROPN
fuelectenerg-12782	164	21	k.	k.	PROPN
fuelectenerg-12782	164	22	dwivedi	dwivedi	PROPN
fuelectenerg-12782	164	23	,	,	PUNCT
fuelectenerg-12782	164	24	a.	a.	PROPN
fuelectenerg-12782	164	25	verma	verma	PROPN
fuelectenerg-12782	164	26	,	,	PUNCT
fuelectenerg-12782	164	27	p.	p.	PROPN
fuelectenerg-12782	164	28	ranjan	ranjan	PROPN
fuelectenerg-12782	164	29	(	(	PUNCT
fuelectenerg-12782	164	30	a	a	NOUN
fuelectenerg-12782	164	31	)	)	PUNCT
fuelectenerg-12782	164	32	(	(	PUNCT
fuelectenerg-12782	164	33	b	b	X
fuelectenerg-12782	164	34	)	)	PUNCT
fuelectenerg-12782	164	35	(	(	PUNCT
fuelectenerg-12782	164	36	b	b	NOUN
fuelectenerg-12782	164	37	)	)	PUNCT
fuelectenerg-12782	164	38	(	(	PUNCT
fuelectenerg-12782	164	39	d	d	X
fuelectenerg-12782	164	40	)	)	PUNCT
fuelectenerg-12782	164	41	(	(	PUNCT
fuelectenerg-12782	164	42	e	e	NOUN
fuelectenerg-12782	164	43	)	)	PUNCT
fuelectenerg-12782	164	44	fig	fig	NOUN
fuelectenerg-12782	164	45	.	.	PUNCT
fuelectenerg-12782	165	1	7	7	NUM
fuelectenerg-12782	165	2	s11	s11	PROPN
fuelectenerg-12782	165	3	plot	plot	NOUN
fuelectenerg-12782	165	4	of	of	ADP
fuelectenerg-12782	165	5	proposed	propose	VERB
fuelectenerg-12782	165	6	antenna	antenna	NOUN
fuelectenerg-12782	165	7	by	by	ADP
fuelectenerg-12782	165	8	using	use	VERB
fuelectenerg-12782	165	9	(	(	PUNCT
fuelectenerg-12782	165	10	a	a	PRON
fuelectenerg-12782	165	11	)	)	PUNCT
fuelectenerg-12782	165	12	adam	adam	NOUN
fuelectenerg-12782	165	13	(	(	PUNCT
fuelectenerg-12782	165	14	b	b	NOUN
fuelectenerg-12782	165	15	)	)	PUNCT
fuelectenerg-12782	165	16	scg	scg	NOUN
fuelectenerg-12782	165	17	(	(	PUNCT
fuelectenerg-12782	165	18	c	c	NOUN
fuelectenerg-12782	165	19	)	)	PUNCT
fuelectenerg-12782	165	20	bbo	bbo	NOUN
fuelectenerg-12782	165	21	(	(	PUNCT
fuelectenerg-12782	165	22	d	d	NOUN
fuelectenerg-12782	165	23	)	)	PUNCT
fuelectenerg-12782	165	24	lm	lm	INTJ
fuelectenerg-12782	165	25	(	(	PUNCT
fuelectenerg-12782	165	26	e	e	NOUN
fuelectenerg-12782	165	27	)	)	PUNCT
fuelectenerg-12782	165	28	rprop	rprop	ADJ
fuelectenerg-12782	165	29	table	table	NOUN
fuelectenerg-12782	165	30	2	2	NUM
fuelectenerg-12782	165	31	performance	performance	NOUN
fuelectenerg-12782	165	32	metrics	metric	NOUN
fuelectenerg-12782	165	33	of	of	ADP
fuelectenerg-12782	165	34	ann	ann	PROPN
fuelectenerg-12782	165	35	s	s	VERB
fuelectenerg-12782	165	36	no	no	DET
fuelectenerg-12782	165	37	algorithm	algorithm	NOUN
fuelectenerg-12782	165	38	mse	mse	NOUN
fuelectenerg-12782	165	39	%	%	NOUN
fuelectenerg-12782	165	40	accuracy	accuracy	NOUN
fuelectenerg-12782	165	41	1	1	NUM
fuelectenerg-12782	165	42	adam	adam	NOUN
fuelectenerg-12782	165	43	0.14	0.14	NUM
fuelectenerg-12782	165	44	88	88	NUM
fuelectenerg-12782	165	45	2	2	NUM
fuelectenerg-12782	165	46	scaled	scale	VERB
fuelectenerg-12782	165	47	conjugate	conjugate	ADJ
fuelectenerg-12782	165	48	gradient	gradient	NOUN
fuelectenerg-12782	165	49	0.08	0.08	NUM
fuelectenerg-12782	165	50	92	92	NUM
fuelectenerg-12782	165	51	3	3	NUM
fuelectenerg-12782	165	52	bayesian	bayesian	NOUN
fuelectenerg-12782	165	53	black	black	NOUN
fuelectenerg-12782	165	54	-	-	PUNCT
fuelectenerg-12782	165	55	box	box	NOUN
fuelectenerg-12782	165	56	optimization	optimization	NOUN
fuelectenerg-12782	165	57	0.05	0.05	NUM
fuelectenerg-12782	165	58	95.8	95.8	NUM
fuelectenerg-12782	165	59	4	4	NUM
fuelectenerg-12782	165	60	levenberg	levenberg	PROPN
fuelectenerg-12782	165	61	-	-	PUNCT
fuelectenerg-12782	165	62	marquardt	marquardt	PROPN
fuelectenerg-12782	165	63	algorithm	algorithm	PROPN
fuelectenerg-12782	165	64	0.087	0.087	NUM
fuelectenerg-12782	165	65	92.7	92.7	NUM
fuelectenerg-12782	165	66	5	5	NUM
fuelectenerg-12782	165	67	resilient	resilient	ADJ
fuelectenerg-12782	165	68	backpropagation	backpropagation	NOUN
fuelectenerg-12782	165	69	0.03	0.03	NUM
fuelectenerg-12782	165	70	88.8	88.8	NUM
fuelectenerg-12782	165	71	analysis	analysis	NOUN
fuelectenerg-12782	165	72	of	of	ADP
fuelectenerg-12782	165	73	dgs	dgs	NOUN
fuelectenerg-12782	165	74	based	base	VERB
fuelectenerg-12782	165	75	rectangular	rectangular	ADJ
fuelectenerg-12782	165	76	patch	patch	NOUN
fuelectenerg-12782	165	77	antenna	antenna	NOUN
fuelectenerg-12782	165	78	with	with	ADP
fuelectenerg-12782	165	79	artificial	artificial	ADJ
fuelectenerg-12782	165	80	neural	neural	ADJ
fuelectenerg-12782	165	81	network	network	NOUN
fuelectenerg-12782	165	82	...	...	PUNCT
fuelectenerg-12782	165	83	65	65	NUM
fuelectenerg-12782	165	84	figure	figure	NOUN
fuelectenerg-12782	165	85	8	8	NUM
fuelectenerg-12782	165	86	displays	display	VERB
fuelectenerg-12782	165	87	a	a	DET
fuelectenerg-12782	165	88	detailed	detailed	ADJ
fuelectenerg-12782	165	89	s11	s11	NOUN
fuelectenerg-12782	165	90	plot	plot	NOUN
fuelectenerg-12782	165	91	,	,	PUNCT
fuelectenerg-12782	165	92	showcasing	showcase	VERB
fuelectenerg-12782	165	93	the	the	DET
fuelectenerg-12782	165	94	performance	performance	NOUN
fuelectenerg-12782	165	95	of	of	ADP
fuelectenerg-12782	165	96	the	the	DET
fuelectenerg-12782	165	97	proposed	propose	VERB
fuelectenerg-12782	165	98	antenna	antenna	NOUN
fuelectenerg-12782	165	99	across	across	ADP
fuelectenerg-12782	165	100	various	various	ADJ
fuelectenerg-12782	165	101	datasets	dataset	NOUN
fuelectenerg-12782	165	102	.	.	PUNCT
fuelectenerg-12782	166	1	the	the	DET
fuelectenerg-12782	166	2	plot	plot	NOUN
fuelectenerg-12782	166	3	includes	include	VERB
fuelectenerg-12782	166	4	simulation	simulation	NOUN
fuelectenerg-12782	166	5	data	datum	NOUN
fuelectenerg-12782	166	6	within	within	ADP
fuelectenerg-12782	166	7	a	a	DET
fuelectenerg-12782	166	8	frequency	frequency	ADJ
fuelectenerg-12782	166	9	range	range	NOUN
fuelectenerg-12782	166	10	of	of	ADP
fuelectenerg-12782	166	11	5	5	NUM
fuelectenerg-12782	166	12	ghz	ghz	NOUN
fuelectenerg-12782	166	13	to	to	ADP
fuelectenerg-12782	166	14	10.2	10.2	NUM
fuelectenerg-12782	166	15	ghz	ghz	NOUN
fuelectenerg-12782	166	16	,	,	PUNCT
fuelectenerg-12782	166	17	offering	offer	VERB
fuelectenerg-12782	166	18	theoretical	theoretical	ADJ
fuelectenerg-12782	166	19	predictions	prediction	NOUN
fuelectenerg-12782	166	20	of	of	ADP
fuelectenerg-12782	166	21	the	the	DET
fuelectenerg-12782	166	22	antenna	antenna	NOUN
fuelectenerg-12782	166	23	's	's	PART
fuelectenerg-12782	166	24	behaviour	behaviour	NOUN
fuelectenerg-12782	166	25	.	.	PUNCT
fuelectenerg-12782	167	1	this	this	PRON
fuelectenerg-12782	167	2	is	be	AUX
fuelectenerg-12782	167	3	complemented	complement	VERB
fuelectenerg-12782	167	4	by	by	ADP
fuelectenerg-12782	167	5	experimental	experimental	ADJ
fuelectenerg-12782	167	6	measurements	measurement	NOUN
fuelectenerg-12782	167	7	,	,	PUNCT
fuelectenerg-12782	167	8	which	which	PRON
fuelectenerg-12782	167	9	span	span	VERB
fuelectenerg-12782	167	10	from	from	ADP
fuelectenerg-12782	167	11	4.8	4.8	NUM
fuelectenerg-12782	167	12	ghz	ghz	NOUN
fuelectenerg-12782	167	13	to	to	ADP
fuelectenerg-12782	167	14	10.37	10.37	NUM
fuelectenerg-12782	167	15	ghz	ghz	NOUN
fuelectenerg-12782	167	16	,	,	PUNCT
fuelectenerg-12782	167	17	and	and	CCONJ
fuelectenerg-12782	167	18	closely	closely	ADV
fuelectenerg-12782	167	19	match	match	VERB
fuelectenerg-12782	167	20	the	the	DET
fuelectenerg-12782	167	21	simulation	simulation	NOUN
fuelectenerg-12782	167	22	results	result	VERB
fuelectenerg-12782	167	23	.	.	PUNCT
fuelectenerg-12782	168	1	this	this	DET
fuelectenerg-12782	168	2	alignment	alignment	NOUN
fuelectenerg-12782	168	3	suggests	suggest	VERB
fuelectenerg-12782	168	4	that	that	SCONJ
fuelectenerg-12782	168	5	the	the	DET
fuelectenerg-12782	168	6	theoretical	theoretical	ADJ
fuelectenerg-12782	168	7	models	model	NOUN
fuelectenerg-12782	168	8	provide	provide	VERB
fuelectenerg-12782	168	9	an	an	DET
fuelectenerg-12782	168	10	accurate	accurate	ADJ
fuelectenerg-12782	168	11	representation	representation	NOUN
fuelectenerg-12782	168	12	of	of	ADP
fuelectenerg-12782	168	13	the	the	DET
fuelectenerg-12782	168	14	antenna	antenna	NOUN
fuelectenerg-12782	168	15	's	's	PART
fuelectenerg-12782	168	16	real	real	ADJ
fuelectenerg-12782	168	17	-	-	PUNCT
fuelectenerg-12782	168	18	world	world	NOUN
fuelectenerg-12782	168	19	performance	performance	NOUN
fuelectenerg-12782	168	20	.	.	PUNCT
fuelectenerg-12782	169	1	4	4	NUM
fuelectenerg-12782	169	2	5	5	NUM
fuelectenerg-12782	169	3	6	6	NUM
fuelectenerg-12782	169	4	7	7	NUM
fuelectenerg-12782	169	5	8	8	NUM
fuelectenerg-12782	169	6	9	9	NUM
fuelectenerg-12782	169	7	10	10	NUM
fuelectenerg-12782	169	8	11	11	NUM
fuelectenerg-12782	169	9	-30	-30	NUM
fuelectenerg-12782	169	10	-25	-25	PROPN
fuelectenerg-12782	169	11	-20	-20	NUM
fuelectenerg-12782	169	12	-15	-15	PUNCT
fuelectenerg-12782	170	1	-10	-10	PUNCT
fuelectenerg-12782	170	2	-5	-5	PUNCT
fuelectenerg-12782	171	1	0	0	NUM
fuelectenerg-12782	171	2	s	s	NOUN
fuelectenerg-12782	171	3	1	1	NUM
fuelectenerg-12782	171	4	1	1	NUM
fuelectenerg-12782	171	5	(	(	PUNCT
fuelectenerg-12782	171	6	d	d	PROPN
fuelectenerg-12782	171	7	b	b	PROPN
fuelectenerg-12782	171	8	)	)	PUNCT
fuelectenerg-12782	171	9	frequency(ghz	frequency(ghz	NOUN
fuelectenerg-12782	171	10	)	)	PUNCT
fuelectenerg-12782	171	11	simulated(hfss	simulated(hfss	NOUN
fuelectenerg-12782	171	12	)	)	PUNCT
fuelectenerg-12782	171	13	measured	measure	VERB
fuelectenerg-12782	171	14	ann	ann	PROPN
fuelectenerg-12782	171	15	using	use	VERB
fuelectenerg-12782	171	16	bbo	bbo	NOUN
fuelectenerg-12782	171	17	(	(	PUNCT
fuelectenerg-12782	171	18	a	a	NOUN
fuelectenerg-12782	171	19	)	)	PUNCT
fuelectenerg-12782	171	20	4	4	NUM
fuelectenerg-12782	171	21	5	5	NUM
fuelectenerg-12782	171	22	6	6	NUM
fuelectenerg-12782	171	23	7	7	NUM
fuelectenerg-12782	171	24	8	8	NUM
fuelectenerg-12782	171	25	9	9	NUM
fuelectenerg-12782	171	26	10	10	NUM
fuelectenerg-12782	171	27	11	11	NUM
fuelectenerg-12782	171	28	0.0	0.0	NUM
fuelectenerg-12782	171	29	0.5	0.5	NUM
fuelectenerg-12782	171	30	1.0	1.0	NUM
fuelectenerg-12782	171	31	1.5	1.5	NUM
fuelectenerg-12782	171	32	2.0	2.0	NUM
fuelectenerg-12782	171	33	2.5	2.5	NUM
fuelectenerg-12782	171	34	3.0	3.0	NUM
fuelectenerg-12782	171	35	3.5	3.5	NUM
fuelectenerg-12782	171	36	g	g	NOUN
fuelectenerg-12782	171	37	a	a	DET
fuelectenerg-12782	171	38	in	in	ADP
fuelectenerg-12782	171	39	(	(	PUNCT
fuelectenerg-12782	171	40	d	d	PROPN
fuelectenerg-12782	171	41	b	b	PROPN
fuelectenerg-12782	171	42	i	i	NOUN
fuelectenerg-12782	171	43	)	)	PUNCT
fuelectenerg-12782	171	44	frequency(ghz	frequency(ghz	NOUN
fuelectenerg-12782	171	45	)	)	PUNCT
fuelectenerg-12782	171	46	simulated	simulate	VERB
fuelectenerg-12782	171	47	measured	measure	VERB
fuelectenerg-12782	171	48	(	(	PUNCT
fuelectenerg-12782	171	49	b	b	NOUN
fuelectenerg-12782	171	50	)	)	PUNCT
fuelectenerg-12782	171	51	fig	fig	NOUN
fuelectenerg-12782	171	52	.	.	PUNCT
fuelectenerg-12782	172	1	8	8	NUM
fuelectenerg-12782	172	2	proposed	propose	VERB
fuelectenerg-12782	172	3	antenna	antenna	NOUN
fuelectenerg-12782	172	4	variation	variation	NOUN
fuelectenerg-12782	172	5	of	of	ADP
fuelectenerg-12782	172	6	(	(	PUNCT
fuelectenerg-12782	172	7	a	a	X
fuelectenerg-12782	172	8	)	)	PUNCT
fuelectenerg-12782	172	9	s11	s11	NOUN
fuelectenerg-12782	172	10	plot	plot	NOUN
fuelectenerg-12782	172	11	(	(	PUNCT
fuelectenerg-12782	172	12	b	b	NOUN
fuelectenerg-12782	172	13	)	)	PUNCT
fuelectenerg-12782	172	14	gain	gain	NOUN
fuelectenerg-12782	172	15	plot	plot	NOUN
fuelectenerg-12782	172	16	the	the	DET
fuelectenerg-12782	172	17	plot	plot	NOUN
fuelectenerg-12782	172	18	also	also	ADV
fuelectenerg-12782	172	19	features	feature	VERB
fuelectenerg-12782	172	20	s11	s11	PROPN
fuelectenerg-12782	172	21	values	value	NOUN
fuelectenerg-12782	172	22	predicted	predict	VERB
fuelectenerg-12782	172	23	by	by	ADP
fuelectenerg-12782	172	24	artificial	artificial	ADJ
fuelectenerg-12782	172	25	neural	neural	ADJ
fuelectenerg-12782	172	26	network	network	NOUN
fuelectenerg-12782	172	27	(	(	PUNCT
fuelectenerg-12782	172	28	ann	ann	PROPN
fuelectenerg-12782	172	29	)	)	PUNCT
fuelectenerg-12782	172	30	algorithms	algorithm	NOUN
fuelectenerg-12782	172	31	.	.	PUNCT
fuelectenerg-12782	173	1	s11	s11	PROPN
fuelectenerg-12782	173	2	,	,	PUNCT
fuelectenerg-12782	173	3	is	be	AUX
fuelectenerg-12782	173	4	an	an	DET
fuelectenerg-12782	173	5	important	important	ADJ
fuelectenerg-12782	173	6	metric	metric	NOUN
fuelectenerg-12782	173	7	in	in	ADP
fuelectenerg-12782	173	8	antenna	antenna	NOUN
fuelectenerg-12782	173	9	design	design	NOUN
fuelectenerg-12782	173	10	that	that	PRON
fuelectenerg-12782	173	11	measures	measure	VERB
fuelectenerg-12782	173	12	the	the	DET
fuelectenerg-12782	173	13	proportion	proportion	NOUN
fuelectenerg-12782	173	14	of	of	ADP
fuelectenerg-12782	173	15	power	power	NOUN
fuelectenerg-12782	173	16	reflected	reflect	VERB
fuelectenerg-12782	173	17	back	back	ADV
fuelectenerg-12782	173	18	from	from	ADP
fuelectenerg-12782	173	19	the	the	DET
fuelectenerg-12782	173	20	antenna	antenna	NOUN
fuelectenerg-12782	173	21	compared	compare	VERB
fuelectenerg-12782	173	22	to	to	ADP
fuelectenerg-12782	173	23	the	the	DET
fuelectenerg-12782	173	24	power	power	NOUN
fuelectenerg-12782	173	25	that	that	PRON
fuelectenerg-12782	173	26	is	be	AUX
fuelectenerg-12782	173	27	transmitted	transmit	VERB
fuelectenerg-12782	173	28	.	.	PUNCT
fuelectenerg-12782	174	1	the	the	DET
fuelectenerg-12782	174	2	close	close	ADJ
fuelectenerg-12782	174	3	agreement	agreement	NOUN
fuelectenerg-12782	174	4	between	between	ADP
fuelectenerg-12782	174	5	simulated	simulated	ADJ
fuelectenerg-12782	174	6	,	,	PUNCT
fuelectenerg-12782	174	7	measured	measure	VERB
fuelectenerg-12782	174	8	,	,	PUNCT
fuelectenerg-12782	174	9	and	and	CCONJ
fuelectenerg-12782	174	10	ann	ann	PROPN
fuelectenerg-12782	174	11	-	-	PUNCT
fuelectenerg-12782	174	12	predicted	predict	VERB
fuelectenerg-12782	174	13	s11	s11	NOUN
fuelectenerg-12782	174	14	values	value	NOUN
fuelectenerg-12782	174	15	highlights	highlight	VERB
fuelectenerg-12782	174	16	the	the	DET
fuelectenerg-12782	174	17	accuracy	accuracy	NOUN
fuelectenerg-12782	174	18	of	of	ADP
fuelectenerg-12782	174	19	the	the	DET
fuelectenerg-12782	174	20	ann	ann	PROPN
fuelectenerg-12782	174	21	predictions	prediction	NOUN
fuelectenerg-12782	174	22	and	and	CCONJ
fuelectenerg-12782	174	23	the	the	DET
fuelectenerg-12782	174	24	efficacy	efficacy	NOUN
fuelectenerg-12782	174	25	of	of	ADP
fuelectenerg-12782	174	26	the	the	DET
fuelectenerg-12782	174	27	antenna	antenna	NOUN
fuelectenerg-12782	174	28	design	design	NOUN
fuelectenerg-12782	174	29	.	.	PUNCT
fuelectenerg-12782	175	1	66	66	NUM
fuelectenerg-12782	175	2	c.	c.	PROPN
fuelectenerg-12782	175	3	p.	p.	PROPN
fuelectenerg-12782	175	4	singh	singh	PROPN
fuelectenerg-12782	175	5	,	,	PUNCT
fuelectenerg-12782	175	6	r.	r.	PROPN
fuelectenerg-12782	175	7	k.	k.	PROPN
fuelectenerg-12782	175	8	dwivedi	dwivedi	PROPN
fuelectenerg-12782	175	9	,	,	PUNCT
fuelectenerg-12782	175	10	a.	a.	PROPN
fuelectenerg-12782	175	11	verma	verma	PROPN
fuelectenerg-12782	175	12	,	,	PUNCT
fuelectenerg-12782	175	13	p.	p.	PROPN
fuelectenerg-12782	175	14	ranjan	ranjan	NOUN
fuelectenerg-12782	175	15	further	far	ADV
fuelectenerg-12782	175	16	,	,	PUNCT
fuelectenerg-12782	175	17	the	the	DET
fuelectenerg-12782	175	18	proposed	propose	VERB
fuelectenerg-12782	175	19	antenna	antenna	NOUN
fuelectenerg-12782	175	20	is	be	AUX
fuelectenerg-12782	175	21	anticipated	anticipate	VERB
fuelectenerg-12782	175	22	to	to	PART
fuelectenerg-12782	175	23	achieve	achieve	VERB
fuelectenerg-12782	175	24	a	a	DET
fuelectenerg-12782	175	25	peak	peak	NOUN
fuelectenerg-12782	175	26	gain	gain	NOUN
fuelectenerg-12782	175	27	of	of	ADP
fuelectenerg-12782	175	28	3.4	3.4	NUM
fuelectenerg-12782	175	29	dbi	dbi	NOUN
fuelectenerg-12782	175	30	.	.	PUNCT
fuelectenerg-12782	176	1	this	this	DET
fuelectenerg-12782	176	2	gain	gain	NOUN
fuelectenerg-12782	176	3	measurement	measurement	NOUN
fuelectenerg-12782	176	4	reflects	reflect	VERB
fuelectenerg-12782	176	5	the	the	DET
fuelectenerg-12782	176	6	antenna	antenna	NOUN
fuelectenerg-12782	176	7	's	's	PART
fuelectenerg-12782	176	8	capacity	capacity	NOUN
fuelectenerg-12782	176	9	to	to	PART
fuelectenerg-12782	176	10	focus	focus	VERB
fuelectenerg-12782	176	11	energy	energy	NOUN
fuelectenerg-12782	176	12	efficiently	efficiently	ADV
fuelectenerg-12782	176	13	within	within	ADP
fuelectenerg-12782	176	14	the	the	DET
fuelectenerg-12782	176	15	specified	specified	ADJ
fuelectenerg-12782	176	16	frequency	frequency	NOUN
fuelectenerg-12782	176	17	range	range	NOUN
fuelectenerg-12782	176	18	,	,	PUNCT
fuelectenerg-12782	176	19	suggesting	suggest	VERB
fuelectenerg-12782	176	20	its	its	PRON
fuelectenerg-12782	176	21	potential	potential	NOUN
fuelectenerg-12782	176	22	for	for	ADP
fuelectenerg-12782	176	23	effective	effective	ADJ
fuelectenerg-12782	176	24	use	use	NOUN
fuelectenerg-12782	176	25	in	in	ADP
fuelectenerg-12782	176	26	various	various	ADJ
fuelectenerg-12782	176	27	applications	application	NOUN
fuelectenerg-12782	176	28	.	.	PUNCT
fuelectenerg-12782	177	1	the	the	DET
fuelectenerg-12782	177	2	high	high	ADJ
fuelectenerg-12782	177	3	predicted	predict	VERB
fuelectenerg-12782	177	4	gain	gain	NOUN
fuelectenerg-12782	177	5	underscores	underscore	VERB
fuelectenerg-12782	177	6	the	the	DET
fuelectenerg-12782	177	7	antenna	antenna	NOUN
fuelectenerg-12782	177	8	's	's	PART
fuelectenerg-12782	177	9	well	well	ADV
fuelectenerg-12782	177	10	-	-	PUNCT
fuelectenerg-12782	177	11	engineered	engineer	VERB
fuelectenerg-12782	177	12	design	design	NOUN
fuelectenerg-12782	177	13	and	and	CCONJ
fuelectenerg-12782	177	14	its	its	PRON
fuelectenerg-12782	177	15	suitability	suitability	NOUN
fuelectenerg-12782	177	16	for	for	ADP
fuelectenerg-12782	177	17	practical	practical	ADJ
fuelectenerg-12782	177	18	deployment	deployment	NOUN
fuelectenerg-12782	177	19	.	.	PUNCT
fuelectenerg-12782	178	1	figure	figure	NOUN
fuelectenerg-12782	178	2	9	9	NUM
fuelectenerg-12782	178	3	shows	show	VERB
fuelectenerg-12782	178	4	that	that	SCONJ
fuelectenerg-12782	178	5	at	at	ADP
fuelectenerg-12782	178	6	xz	xz	PROPN
fuelectenerg-12782	178	7	and	and	CCONJ
fuelectenerg-12782	178	8	xy	xy	PROPN
fuelectenerg-12782	178	9	plane	plane	NOUN
fuelectenerg-12782	178	10	,	,	PUNCT
fuelectenerg-12782	178	11	proposed	propose	VERB
fuelectenerg-12782	178	12	antenna	antenna	NOUN
fuelectenerg-12782	178	13	with	with	ADP
fuelectenerg-12782	178	14	centre	centre	NOUN
fuelectenerg-12782	178	15	frequency	frequency	NOUN
fuelectenerg-12782	178	16	of	of	ADP
fuelectenerg-12782	178	17	7	7	NUM
fuelectenerg-12782	178	18	ghz	ghz	NOUN
fuelectenerg-12782	178	19	has	have	VERB
fuelectenerg-12782	178	20	stable	stable	ADJ
fuelectenerg-12782	178	21	radiation	radiation	NOUN
fuelectenerg-12782	178	22	characteristics	characteristic	NOUN
fuelectenerg-12782	178	23	.	.	PUNCT
fuelectenerg-12782	179	1	the	the	DET
fuelectenerg-12782	179	2	radiation	radiation	NOUN
fuelectenerg-12782	179	3	pattern	pattern	NOUN
fuelectenerg-12782	179	4	shown	show	VERB
fuelectenerg-12782	179	5	in	in	ADP
fuelectenerg-12782	179	6	figure	figure	NOUN
fuelectenerg-12782	179	7	7	7	NUM
fuelectenerg-12782	179	8	,	,	PUNCT
fuelectenerg-12782	179	9	demonstrates	demonstrate	VERB
fuelectenerg-12782	179	10	a	a	DET
fuelectenerg-12782	179	11	non	non	ADJ
fuelectenerg-12782	179	12	-	-	ADJ
fuelectenerg-12782	179	13	omnidirectional	omnidirectional	ADJ
fuelectenerg-12782	179	14	characteristic	characteristic	NOUN
fuelectenerg-12782	179	15	,	,	PUNCT
fuelectenerg-12782	179	16	marked	mark	VERB
fuelectenerg-12782	179	17	by	by	ADP
fuelectenerg-12782	179	18	clear	clear	ADJ
fuelectenerg-12782	179	19	lobes	lobe	NOUN
fuelectenerg-12782	179	20	and	and	CCONJ
fuelectenerg-12782	179	21	nulls	null	NOUN
fuelectenerg-12782	179	22	.	.	PUNCT
fuelectenerg-12782	180	1	this	this	PRON
fuelectenerg-12782	180	2	indicates	indicate	VERB
fuelectenerg-12782	180	3	that	that	SCONJ
fuelectenerg-12782	180	4	the	the	DET
fuelectenerg-12782	180	5	antenna	antenna	NOUN
fuelectenerg-12782	180	6	radiates	radiate	VERB
fuelectenerg-12782	180	7	more	more	ADV
fuelectenerg-12782	180	8	intensely	intensely	ADV
fuelectenerg-12782	180	9	in	in	ADP
fuelectenerg-12782	180	10	certain	certain	ADJ
fuelectenerg-12782	180	11	directions	direction	NOUN
fuelectenerg-12782	180	12	,	,	PUNCT
fuelectenerg-12782	180	13	creating	create	VERB
fuelectenerg-12782	180	14	petalshaped	petalshape	VERB
fuelectenerg-12782	180	15	lobes	lobe	NOUN
fuelectenerg-12782	180	16	.	.	PUNCT
fuelectenerg-12782	181	1	the	the	DET
fuelectenerg-12782	181	2	simulated	simulate	VERB
fuelectenerg-12782	181	3	and	and	CCONJ
fuelectenerg-12782	181	4	measured	measure	VERB
fuelectenerg-12782	181	5	patterns	pattern	NOUN
fuelectenerg-12782	181	6	are	be	AUX
fuelectenerg-12782	181	7	largely	largely	ADV
fuelectenerg-12782	181	8	consistent	consistent	ADJ
fuelectenerg-12782	181	9	,	,	PUNCT
fuelectenerg-12782	181	10	confirming	confirm	VERB
fuelectenerg-12782	181	11	the	the	DET
fuelectenerg-12782	181	12	antenna	antenna	NOUN
fuelectenerg-12782	181	13	’s	’s	PART
fuelectenerg-12782	181	14	intended	intend	VERB
fuelectenerg-12782	181	15	performance	performance	NOUN
fuelectenerg-12782	181	16	,	,	PUNCT
fuelectenerg-12782	181	17	with	with	ADP
fuelectenerg-12782	181	18	slight	slight	ADJ
fuelectenerg-12782	181	19	differences	difference	NOUN
fuelectenerg-12782	181	20	possibly	possibly	ADV
fuelectenerg-12782	181	21	due	due	ADJ
fuelectenerg-12782	181	22	to	to	ADP
fuelectenerg-12782	181	23	real	real	ADJ
fuelectenerg-12782	181	24	-	-	PUNCT
fuelectenerg-12782	181	25	world	world	NOUN
fuelectenerg-12782	181	26	factors	factor	NOUN
fuelectenerg-12782	181	27	like	like	ADP
fuelectenerg-12782	181	28	manufacturing	manufacture	VERB
fuelectenerg-12782	181	29	variations	variation	NOUN
fuelectenerg-12782	181	30	or	or	CCONJ
fuelectenerg-12782	181	31	environmental	environmental	ADJ
fuelectenerg-12782	181	32	influences	influence	NOUN
fuelectenerg-12782	181	33	.	.	PUNCT
fuelectenerg-12782	182	1	such	such	ADJ
fuelectenerg-12782	182	2	radiation	radiation	NOUN
fuelectenerg-12782	182	3	behaviour	behaviour	NOUN
fuelectenerg-12782	182	4	is	be	AUX
fuelectenerg-12782	182	5	common	common	ADJ
fuelectenerg-12782	182	6	in	in	ADP
fuelectenerg-12782	182	7	antennas	antenna	NOUN
fuelectenerg-12782	182	8	with	with	ADP
fuelectenerg-12782	182	9	slots	slot	NOUN
fuelectenerg-12782	182	10	or	or	CCONJ
fuelectenerg-12782	182	11	asymmetric	asymmetric	ADJ
fuelectenerg-12782	182	12	structures	structure	NOUN
fuelectenerg-12782	182	13	,	,	PUNCT
fuelectenerg-12782	182	14	where	where	SCONJ
fuelectenerg-12782	182	15	the	the	DET
fuelectenerg-12782	182	16	radiation	radiation	NOUN
fuelectenerg-12782	182	17	is	be	AUX
fuelectenerg-12782	182	18	enhanced	enhance	VERB
fuelectenerg-12782	182	19	or	or	CCONJ
fuelectenerg-12782	182	20	diminished	diminish	VERB
fuelectenerg-12782	182	21	in	in	ADP
fuelectenerg-12782	182	22	specific	specific	ADJ
fuelectenerg-12782	182	23	directions	direction	NOUN
fuelectenerg-12782	182	24	due	due	ADJ
fuelectenerg-12782	182	25	to	to	ADP
fuelectenerg-12782	182	26	wave	wave	NOUN
fuelectenerg-12782	182	27	interference	interference	NOUN
fuelectenerg-12782	182	28	effects	effect	NOUN
fuelectenerg-12782	182	29	-3.5	-3.5	VERB
fuelectenerg-12782	182	30	-3.0	-3.0	PUNCT
fuelectenerg-12782	182	31	-2.5	-2.5	ADJ
fuelectenerg-12782	182	32	-2.0	-2.0	ADJ
fuelectenerg-12782	182	33	-1.5	-1.5	ADJ
fuelectenerg-12782	182	34	-1.0	-1.0	PROPN
fuelectenerg-12782	182	35	-0.5	-0.5	PROPN
fuelectenerg-12782	182	36	0.0	0.0	NUM
fuelectenerg-12782	182	37	0	0	NUM
fuelectenerg-12782	182	38	30	30	NUM
fuelectenerg-12782	182	39	60	60	NUM
fuelectenerg-12782	182	40	90	90	NUM
fuelectenerg-12782	182	41	120	120	NUM
fuelectenerg-12782	182	42	150	150	NUM
fuelectenerg-12782	182	43	180	180	NUM
fuelectenerg-12782	182	44	210	210	NUM
fuelectenerg-12782	182	45	240	240	NUM
fuelectenerg-12782	183	1	270	270	NUM
fuelectenerg-12782	183	2	300	300	NUM
fuelectenerg-12782	183	3	330	330	NUM
fuelectenerg-12782	183	4	-3.5	-3.5	NOUN
fuelectenerg-12782	183	5	-3.0	-3.0	PUNCT
fuelectenerg-12782	183	6	-2.5	-2.5	ADJ
fuelectenerg-12782	183	7	-2.0	-2.0	ADJ
fuelectenerg-12782	183	8	-1.5	-1.5	ADJ
fuelectenerg-12782	183	9	-1.0	-1.0	PROPN
fuelectenerg-12782	183	10	-0.5	-0.5	X
fuelectenerg-12782	183	11	0.0	0.0	NUM
fuelectenerg-12782	183	12	simulated	simulate	VERB
fuelectenerg-12782	183	13	measured	measure	VERB
fuelectenerg-12782	183	14	(	(	PUNCT
fuelectenerg-12782	183	15	a	a	NOUN
fuelectenerg-12782	183	16	)	)	PUNCT
fuelectenerg-12782	183	17	-14	-14	PUNCT
fuelectenerg-12782	183	18	-12	-12	PROPN
fuelectenerg-12782	183	19	-10	-10	PUNCT
fuelectenerg-12782	184	1	-8	-8	INTJ
fuelectenerg-12782	185	1	-6	-6	INTJ
fuelectenerg-12782	185	2	-4	-4	INTJ
fuelectenerg-12782	186	1	-2	-2	INTJ
fuelectenerg-12782	186	2	0	0	NUM
fuelectenerg-12782	186	3	0	0	NUM
fuelectenerg-12782	186	4	30	30	NUM
fuelectenerg-12782	187	1	60	60	NUM
fuelectenerg-12782	187	2	90	90	NUM
fuelectenerg-12782	187	3	120	120	NUM
fuelectenerg-12782	187	4	150	150	NUM
fuelectenerg-12782	187	5	180	180	NUM
fuelectenerg-12782	187	6	210	210	NUM
fuelectenerg-12782	187	7	240	240	NUM
fuelectenerg-12782	187	8	270	270	NUM
fuelectenerg-12782	187	9	300	300	NUM
fuelectenerg-12782	187	10	330	330	NUM
fuelectenerg-12782	187	11	-14	-14	PUNCT
fuelectenerg-12782	187	12	-12	-12	PROPN
fuelectenerg-12782	187	13	-10	-10	PUNCT
fuelectenerg-12782	187	14	-8	-8	INTJ
fuelectenerg-12782	188	1	-6	-6	INTJ
fuelectenerg-12782	188	2	-4	-4	INTJ
fuelectenerg-12782	188	3	-2	-2	INTJ
fuelectenerg-12782	188	4	0	0	NUM
fuelectenerg-12782	189	1	simulated	simulate	VERB
fuelectenerg-12782	189	2	measured	measure	VERB
fuelectenerg-12782	189	3	(	(	PUNCT
fuelectenerg-12782	189	4	b	b	NOUN
fuelectenerg-12782	189	5	)	)	PUNCT
fuelectenerg-12782	189	6	fig	fig	NOUN
fuelectenerg-12782	189	7	.	.	PUNCT
fuelectenerg-12782	190	1	9	9	NUM
fuelectenerg-12782	190	2	radiation	radiation	NOUN
fuelectenerg-12782	190	3	pattern	pattern	NOUN
fuelectenerg-12782	190	4	:	:	PUNCT
fuelectenerg-12782	190	5	(	(	PUNCT
fuelectenerg-12782	190	6	a	a	X
fuelectenerg-12782	190	7	)	)	PUNCT
fuelectenerg-12782	190	8	xz	xz	PROPN
fuelectenerg-12782	190	9	plane	plane	NOUN
fuelectenerg-12782	190	10	(	(	PUNCT
fuelectenerg-12782	190	11	b	b	NOUN
fuelectenerg-12782	190	12	)	)	PUNCT
fuelectenerg-12782	190	13	xy	xy	PROPN
fuelectenerg-12782	190	14	plane	plane	NOUN
fuelectenerg-12782	190	15	analysis	analysis	NOUN
fuelectenerg-12782	190	16	of	of	ADP
fuelectenerg-12782	190	17	dgs	dgs	NOUN
fuelectenerg-12782	190	18	based	base	VERB
fuelectenerg-12782	190	19	rectangular	rectangular	ADJ
fuelectenerg-12782	190	20	patch	patch	NOUN
fuelectenerg-12782	190	21	antenna	antenna	NOUN
fuelectenerg-12782	190	22	with	with	ADP
fuelectenerg-12782	190	23	artificial	artificial	ADJ
fuelectenerg-12782	190	24	neural	neural	ADJ
fuelectenerg-12782	190	25	network	network	NOUN
fuelectenerg-12782	190	26	...	...	PUNCT
fuelectenerg-12782	190	27	67	67	NUM
fuelectenerg-12782	190	28	the	the	DET
fuelectenerg-12782	190	29	table	table	NOUN
fuelectenerg-12782	190	30	3	3	NUM
fuelectenerg-12782	190	31	shows	show	VERB
fuelectenerg-12782	190	32	the	the	DET
fuelectenerg-12782	190	33	proposed	propose	VERB
fuelectenerg-12782	190	34	antenna	antenna	NOUN
fuelectenerg-12782	190	35	is	be	AUX
fuelectenerg-12782	190	36	compact	compact	ADJ
fuelectenerg-12782	190	37	and	and	CCONJ
fuelectenerg-12782	190	38	with	with	ADP
fuelectenerg-12782	190	39	improved	improved	ADJ
fuelectenerg-12782	190	40	bandwidth	bandwidth	NOUN
fuelectenerg-12782	190	41	in	in	ADP
fuelectenerg-12782	190	42	comparison	comparison	NOUN
fuelectenerg-12782	190	43	to	to	ADP
fuelectenerg-12782	190	44	other	other	ADJ
fuelectenerg-12782	190	45	ann	ann	PROPN
fuelectenerg-12782	190	46	based	base	VERB
fuelectenerg-12782	190	47	antenna	antenna	NOUN
fuelectenerg-12782	190	48	.	.	PUNCT
fuelectenerg-12782	191	1	from	from	ADP
fuelectenerg-12782	191	2	table	table	NOUN
fuelectenerg-12782	191	3	3	3	NUM
fuelectenerg-12782	191	4	,	,	PUNCT
fuelectenerg-12782	191	5	it	it	PRON
fuelectenerg-12782	191	6	is	be	AUX
fuelectenerg-12782	191	7	clear	clear	ADJ
fuelectenerg-12782	191	8	and	and	CCONJ
fuelectenerg-12782	191	9	evident	evident	ADJ
fuelectenerg-12782	191	10	that	that	SCONJ
fuelectenerg-12782	191	11	the	the	DET
fuelectenerg-12782	191	12	proposed	propose	VERB
fuelectenerg-12782	191	13	antenna	antenna	NOUN
fuelectenerg-12782	191	14	is	be	AUX
fuelectenerg-12782	191	15	more	more	ADV
fuelectenerg-12782	191	16	compact	compact	ADJ
fuelectenerg-12782	191	17	than	than	ADP
fuelectenerg-12782	191	18	the	the	DET
fuelectenerg-12782	191	19	work	work	NOUN
fuelectenerg-12782	191	20	cited	cite	VERB
fuelectenerg-12782	191	21	in	in	ADP
fuelectenerg-12782	191	22	the	the	DET
fuelectenerg-12782	191	23	table	table	NOUN
fuelectenerg-12782	191	24	.	.	PUNCT
fuelectenerg-12782	192	1	table	table	NOUN
fuelectenerg-12782	192	2	3	3	NUM
fuelectenerg-12782	192	3	comparison	comparison	NOUN
fuelectenerg-12782	192	4	table	table	NOUN
fuelectenerg-12782	192	5	of	of	ADP
fuelectenerg-12782	192	6	our	our	PRON
fuelectenerg-12782	192	7	proposed	propose	VERB
fuelectenerg-12782	192	8	antenna	antenna	NOUN
fuelectenerg-12782	192	9	with	with	ADP
fuelectenerg-12782	192	10	other	other	ADJ
fuelectenerg-12782	192	11	cited	cite	VERB
fuelectenerg-12782	192	12	ann	ann	PROPN
fuelectenerg-12782	192	13	based	base	VERB
fuelectenerg-12782	192	14	antenna	antenna	NOUN
fuelectenerg-12782	192	15	ref	ref	NOUN
fuelectenerg-12782	192	16	.	.	PUNCT
fuelectenerg-12782	193	1	no	no	DET
fuelectenerg-12782	193	2	.	.	NOUN
fuelectenerg-12782	193	3	antenna	antenna	NOUN
fuelectenerg-12782	193	4	type	type	NOUN
fuelectenerg-12782	193	5	dimension	dimension	NOUN
fuelectenerg-12782	193	6	in	in	ADP
fuelectenerg-12782	193	7	mm3	mm3	ADJ
fuelectenerg-12782	193	8	number	number	NOUN
fuelectenerg-12782	193	9	of	of	ADP
fuelectenerg-12782	193	10	frequency	frequency	NOUN
fuelectenerg-12782	193	11	bands	band	NOUN
fuelectenerg-12782	193	12	impedance	impedance	NOUN
fuelectenerg-12782	193	13	bandwidth	bandwidth	NOUN
fuelectenerg-12782	193	14	in	in	ADP
fuelectenerg-12782	193	15	ghz	ghz	NOUN
fuelectenerg-12782	193	16	(	(	PUNCT
fuelectenerg-12782	193	17	%	%	NOUN
fuelectenerg-12782	193	18	)	)	PUNCT
fuelectenerg-12782	193	19	ml	ml	ADP
fuelectenerg-12782	193	20	model	model	NOUN
fuelectenerg-12782	193	21	employed	employ	VERB
fuelectenerg-12782	193	22	error	error	NOUN
fuelectenerg-12782	193	23	[	[	X
fuelectenerg-12782	193	24	16	16	NUM
fuelectenerg-12782	193	25	]	]	X
fuelectenerg-12782	193	26	rectangular	rectangular	PROPN
fuelectenerg-12782	193	27	msa	msa	PROPN
fuelectenerg-12782	193	28	50x50x1.6	50x50x1.6	PROPN
fuelectenerg-12782	193	29	1	1	NUM
fuelectenerg-12782	193	30	1.5	1.5	NUM
fuelectenerg-12782	193	31	-	-	SYM
fuelectenerg-12782	193	32	3.0	3.0	NUM
fuelectenerg-12782	193	33	(	(	PUNCT
fuelectenerg-12782	193	34	66.6	66.6	NUM
fuelectenerg-12782	193	35	%	%	NOUN
fuelectenerg-12782	193	36	)	)	PUNCT
fuelectenerg-12782	193	37	ann+anfis	ann+anfi	VERB
fuelectenerg-12782	193	38	absolute	absolute	ADJ
fuelectenerg-12782	193	39	error	error	NOUN
fuelectenerg-12782	193	40	322	322	NUM
fuelectenerg-12782	193	41	mhz	mhz	NOUN
fuelectenerg-12782	193	42	[	[	X
fuelectenerg-12782	193	43	18	18	NUM
fuelectenerg-12782	193	44	]	]	PUNCT
fuelectenerg-12782	193	45	slotted	slot	VERB
fuelectenerg-12782	193	46	msa	msa	PROPN
fuelectenerg-12782	193	47	15.5x18.48x1.58	15.5x18.48x1.58	NUM
fuelectenerg-12782	193	48	1	1	NUM
fuelectenerg-12782	193	49	9.75	9.75	NUM
fuelectenerg-12782	193	50	-	-	SYM
fuelectenerg-12782	193	51	10.5	10.5	NUM
fuelectenerg-12782	193	52	(	(	PUNCT
fuelectenerg-12782	193	53	4.9	4.9	NUM
fuelectenerg-12782	193	54	%	%	NOUN
fuelectenerg-12782	193	55	)	)	PUNCT
fuelectenerg-12782	193	56	ann	ann	PROPN
fuelectenerg-12782	193	57	with	with	ADP
fuelectenerg-12782	193	58	rbf	rbf	PROPN
fuelectenerg-12782	193	59	mse	mse	PROPN
fuelectenerg-12782	193	60	7.2334	7.2334	NUM
fuelectenerg-12782	193	61	e-029	e-029	PROPN
fuelectenerg-12782	194	1	[	[	X
fuelectenerg-12782	194	2	20	20	NUM
fuelectenerg-12782	194	3	]	]	PUNCT
fuelectenerg-12782	194	4	fabry	fabry	PROPN
fuelectenerg-12782	194	5	perot	perot	NOUN
fuelectenerg-12782	194	6	resonator	resonator	NOUN
fuelectenerg-12782	194	7	antenna	antenna	NOUN
fuelectenerg-12782	194	8	72	72	NUM
fuelectenerg-12782	194	9	×	×	NOUN
fuelectenerg-12782	194	10	72x1.6	72x1.6	NUM
fuelectenerg-12782	194	11	1	1	NUM
fuelectenerg-12782	194	12	8	8	NUM
fuelectenerg-12782	194	13	-	-	SYM
fuelectenerg-12782	194	14	12.0	12.0	NUM
fuelectenerg-12782	194	15	(	(	PUNCT
fuelectenerg-12782	194	16	40	40	NUM
fuelectenerg-12782	194	17	%	%	NOUN
fuelectenerg-12782	194	18	)	)	PUNCT
fuelectenerg-12782	194	19	ann	ann	PROPN
fuelectenerg-12782	194	20	average	average	PROPN
fuelectenerg-12782	194	21	mape	mape	NOUN
fuelectenerg-12782	194	22	0.605	0.605	NUM
fuelectenerg-12782	194	23	%	%	NOUN
fuelectenerg-12782	195	1	[	[	X
fuelectenerg-12782	195	2	21	21	NUM
fuelectenerg-12782	195	3	]	]	X
fuelectenerg-12782	195	4	hexagonal	hexagonal	ADJ
fuelectenerg-12782	195	5	slotted	slot	VERB
fuelectenerg-12782	195	6	msa	msa	PROPN
fuelectenerg-12782	196	1	50	50	NUM
fuelectenerg-12782	196	2	x	x	NOUN
fuelectenerg-12782	196	3	50x	50x	NUM
fuelectenerg-12782	196	4	1.6	1.6	NUM
fuelectenerg-12782	196	5	1	1	NUM
fuelectenerg-12782	196	6	2.36	2.36	NUM
fuelectenerg-12782	196	7	-	-	SYM
fuelectenerg-12782	196	8	3.92	3.92	NUM
fuelectenerg-12782	196	9	(	(	PUNCT
fuelectenerg-12782	196	10	71.4	71.4	NUM
fuelectenerg-12782	196	11	%	%	NOUN
fuelectenerg-12782	196	12	)	)	PUNCT
fuelectenerg-12782	196	13	ann	ann	PROPN
fuelectenerg-12782	196	14	with	with	ADP
fuelectenerg-12782	196	15	bpn	bpn	ADJ
fuelectenerg-12782	196	16	algorithm	algorithm	NOUN
fuelectenerg-12782	196	17	-mse	-mse	PUNCT
fuelectenerg-12782	197	1	9.0e	9.0e	PROPN
fuelectenerg-12782	197	2	6	6	NUM
fuelectenerg-12782	197	3	.	.	PUNCT
fuelectenerg-12782	198	1	[	[	X
fuelectenerg-12782	198	2	22	22	NUM
fuelectenerg-12782	198	3	]	]	PUNCT
fuelectenerg-12782	198	4	wearable	wearable	ADJ
fuelectenerg-12782	198	5	hybrid	hybrid	ADJ
fuelectenerg-12782	198	6	fractal	fractal	ADJ
fuelectenerg-12782	198	7	antenna	antenna	NOUN
fuelectenerg-12782	198	8	59x51x1	59x51x1	PROPN
fuelectenerg-12782	198	9	3	3	NUM
fuelectenerg-12782	198	10	2.5,4.9,&7.6	2.5,4.9,&7.6	NUM
fuelectenerg-12782	198	11	<	<	X
fuelectenerg-12782	198	12	10	10	NUM
fuelectenerg-12782	198	13	%	%	NOUN
fuelectenerg-12782	198	14	ann	ann	NOUN
fuelectenerg-12782	198	15	using	use	VERB
fuelectenerg-12782	198	16	ffbpn	ffbpn	PROPN
fuelectenerg-12782	198	17	average	average	ADJ
fuelectenerg-12782	198	18	absolute	absolute	ADJ
fuelectenerg-12782	198	19	error	error	NOUN
fuelectenerg-12782	198	20	0.01881	0.01881	NUM
fuelectenerg-12782	198	21	[	[	X
fuelectenerg-12782	198	22	23	23	NUM
fuelectenerg-12782	198	23	]	]	X
fuelectenerg-12782	198	24	h	h	NOUN
fuelectenerg-12782	198	25	slotted	slot	VERB
fuelectenerg-12782	198	26	dgs	dgs	NOUN
fuelectenerg-12782	198	27	patch	patch	NOUN
fuelectenerg-12782	198	28	antenna	antenna	NOUN
fuelectenerg-12782	198	29	34x20x1	34x20x1	NOUN
fuelectenerg-12782	198	30	2	2	NUM
fuelectenerg-12782	198	31	3.23	3.23	NUM
fuelectenerg-12782	198	32	-	-	SYM
fuelectenerg-12782	198	33	4.27	4.27	NUM
fuelectenerg-12782	198	34	5.6	5.6	NUM
fuelectenerg-12782	198	35	-	-	SYM
fuelectenerg-12782	198	36	6.5	6.5	NUM
fuelectenerg-12782	198	37	ann	ann	NOUN
fuelectenerg-12782	198	38	using	use	VERB
fuelectenerg-12782	198	39	lm	lm	PROPN
fuelectenerg-12782	198	40	mse	mse	NOUN
fuelectenerg-12782	198	41	in	in	ADP
fuelectenerg-12782	198	42	two	two	NUM
fuelectenerg-12782	198	43	bands	band	NOUN
fuelectenerg-12782	198	44	0.143	0.143	NUM
fuelectenerg-12782	198	45	and	and	CCONJ
fuelectenerg-12782	198	46	0.201	0.201	NUM
fuelectenerg-12782	198	47	[	[	X
fuelectenerg-12782	198	48	25	25	NUM
fuelectenerg-12782	198	49	]	]	PUNCT
fuelectenerg-12782	198	50	multi	multi	ADJ
fuelectenerg-12782	198	51	-	-	ADJ
fuelectenerg-12782	198	52	band	band	ADJ
fuelectenerg-12782	198	53	planar	planar	ADJ
fuelectenerg-12782	198	54	antennas	antenna	NOUN
fuelectenerg-12782	198	55	34.1	34.1	NUM
fuelectenerg-12782	198	56	x	x	SYM
fuelectenerg-12782	198	57	34.1	34.1	NUM
fuelectenerg-12782	198	58	x1.0	x1.0	SYM
fuelectenerg-12782	198	59	3	3	NUM
fuelectenerg-12782	198	60	2.4,3.6	2.4,3.6	PROPN
fuelectenerg-12782	198	61	&	&	CCONJ
fuelectenerg-12782	198	62	4.9	4.9	NUM
fuelectenerg-12782	198	63	<	<	NOUN
fuelectenerg-12782	198	64	10	10	NUM
fuelectenerg-12782	198	65	%	%	NOUN
fuelectenerg-12782	198	66	ann	ann	NOUN
fuelectenerg-12782	198	67	using	use	VERB
fuelectenerg-12782	198	68	newton	newton	PROPN
fuelectenerg-12782	198	69	algorithm	algorithm	PROPN
fuelectenerg-12782	198	70	ann	ann	PROPN
fuelectenerg-12782	198	71	with	with	ADP
fuelectenerg-12782	198	72	fbpn	fbpn	PROPN
fuelectenerg-12782	198	73	&	&	CCONJ
fuelectenerg-12782	198	74	lm	lm	PROPN
fuelectenerg-12782	198	75	mse	mse	PROPN
fuelectenerg-12782	198	76	for	for	ADP
fuelectenerg-12782	198	77	fbpn	fbpn	NOUN
fuelectenerg-12782	198	78	2.03e20	2.03e20	NUM
fuelectenerg-12782	198	79	mse	mse	NOUN
fuelectenerg-12782	198	80	for	for	ADP
fuelectenerg-12782	198	81	lm	lm	PROPN
fuelectenerg-12782	198	82	0.27	0.27	NUM
fuelectenerg-12782	198	83	[	[	X
fuelectenerg-12782	198	84	26	26	NUM
fuelectenerg-12782	198	85	]	]	X
fuelectenerg-12782	198	86	msa	msa	PROPN
fuelectenerg-12782	198	87	40x40x1.5	40x40x1.5	PROPN
fuelectenerg-12782	198	88	1	1	NUM
fuelectenerg-12782	198	89	2.4ghz	2.4ghz	NUM
fuelectenerg-12782	198	90	ann	ann	PROPN
fuelectenerg-12782	198	91	rme	rme	PROPN
fuelectenerg-12782	198	92	4	4	NUM
fuelectenerg-12782	198	93	%	%	NOUN
fuelectenerg-12782	198	94	proposed	propose	VERB
fuelectenerg-12782	198	95	work	work	NOUN
fuelectenerg-12782	198	96	rectangular	rectangular	ADJ
fuelectenerg-12782	198	97	microstrip	microstrip	NOUN
fuelectenerg-12782	198	98	antenna	antenna	NOUN
fuelectenerg-12782	198	99	18x18x1.6	18x18x1.6	NUM
fuelectenerg-12782	198	100	1	1	NUM
fuelectenerg-12782	198	101	4.8	4.8	NUM
fuelectenerg-12782	198	102	-	-	SYM
fuelectenerg-12782	198	103	10.37	10.37	NUM
fuelectenerg-12782	198	104	(	(	PUNCT
fuelectenerg-12782	198	105	73.4	73.4	NUM
fuelectenerg-12782	198	106	%	%	NOUN
fuelectenerg-12782	198	107	)	)	PUNCT
fuelectenerg-12782	199	1	ann	ann	PROPN
fuelectenerg-12782	199	2	using	use	VERB
fuelectenerg-12782	199	3	bbo	bbo	PROPN
fuelectenerg-12782	199	4	0.05	0.05	NUM
fuelectenerg-12782	199	5	6	6	NUM
fuelectenerg-12782	199	6	.	.	PUNCT
fuelectenerg-12782	200	1	conclusion	conclusion	NOUN
fuelectenerg-12782	200	2	the	the	DET
fuelectenerg-12782	200	3	paper	paper	NOUN
fuelectenerg-12782	200	4	explores	explore	NOUN
fuelectenerg-12782	200	5	well	well	ADV
fuelectenerg-12782	200	6	the	the	DET
fuelectenerg-12782	200	7	designing	designing	NOUN
fuelectenerg-12782	200	8	and	and	CCONJ
fuelectenerg-12782	200	9	optimization	optimization	NOUN
fuelectenerg-12782	200	10	of	of	ADP
fuelectenerg-12782	200	11	a	a	DET
fuelectenerg-12782	200	12	compact	compact	ADJ
fuelectenerg-12782	200	13	lumped	lump	VERB
fuelectenerg-12782	200	14	-	-	PUNCT
fuelectenerg-12782	200	15	fed	feed	VERB
fuelectenerg-12782	200	16	rectangular	rectangular	ADJ
fuelectenerg-12782	200	17	patch	patch	NOUN
fuelectenerg-12782	200	18	antenna	antenna	NOUN
fuelectenerg-12782	200	19	.	.	PUNCT
fuelectenerg-12782	201	1	the	the	DET
fuelectenerg-12782	201	2	design	design	NOUN
fuelectenerg-12782	201	3	was	be	AUX
fuelectenerg-12782	201	4	finalized	finalize	VERB
fuelectenerg-12782	201	5	after	after	ADP
fuelectenerg-12782	201	6	exploring	explore	VERB
fuelectenerg-12782	201	7	all	all	DET
fuelectenerg-12782	201	8	the	the	DET
fuelectenerg-12782	201	9	features	feature	NOUN
fuelectenerg-12782	201	10	,	,	PUNCT
fuelectenerg-12782	201	11	the	the	DET
fuelectenerg-12782	201	12	model	model	NOUN
fuelectenerg-12782	201	13	was	be	AUX
fuelectenerg-12782	201	14	then	then	ADV
fuelectenerg-12782	201	15	fabricated	fabricate	VERB
fuelectenerg-12782	201	16	and	and	CCONJ
fuelectenerg-12782	201	17	tested	test	VERB
fuelectenerg-12782	201	18	.	.	PUNCT
fuelectenerg-12782	202	1	the	the	DET
fuelectenerg-12782	202	2	model	model	NOUN
fuelectenerg-12782	202	3	operated	operate	VERB
fuelectenerg-12782	202	4	in	in	ADP
fuelectenerg-12782	202	5	a	a	DET
fuelectenerg-12782	202	6	frequency	frequency	NOUN
fuelectenerg-12782	202	7	range	range	NOUN
fuelectenerg-12782	202	8	from	from	ADP
fuelectenerg-12782	202	9	4.8	4.8	NUM
fuelectenerg-12782	202	10	ghz	ghz	NOUN
fuelectenerg-12782	202	11	to	to	ADP
fuelectenerg-12782	202	12	10.37	10.37	NUM
fuelectenerg-12782	202	13	ghz	ghz	NOUN
fuelectenerg-12782	202	14	.	.	PUNCT
fuelectenerg-12782	203	1	the	the	DET
fuelectenerg-12782	203	2	antenna	antenna	NOUN
fuelectenerg-12782	203	3	maintained	maintain	VERB
fuelectenerg-12782	203	4	stable	stable	ADJ
fuelectenerg-12782	203	5	radiation	radiation	NOUN
fuelectenerg-12782	203	6	characteristics	characteristic	NOUN
fuelectenerg-12782	203	7	throughout	throughout	ADP
fuelectenerg-12782	203	8	its	its	PRON
fuelectenerg-12782	203	9	operational	operational	ADJ
fuelectenerg-12782	203	10	band	band	NOUN
fuelectenerg-12782	203	11	,	,	PUNCT
fuelectenerg-12782	203	12	making	make	VERB
fuelectenerg-12782	203	13	it	it	PRON
fuelectenerg-12782	203	14	well	well	ADV
fuelectenerg-12782	203	15	-	-	PUNCT
fuelectenerg-12782	203	16	suited	suit	VERB
fuelectenerg-12782	203	17	for	for	ADP
fuelectenerg-12782	203	18	various	various	ADJ
fuelectenerg-12782	203	19	wireless	wireless	ADJ
fuelectenerg-12782	203	20	communication	communication	NOUN
fuelectenerg-12782	203	21	applications	application	NOUN
fuelectenerg-12782	203	22	.	.	PUNCT
fuelectenerg-12782	204	1	five	five	NUM
fuelectenerg-12782	204	2	artificial	artificial	ADJ
fuelectenerg-12782	204	3	neural	neural	ADJ
fuelectenerg-12782	204	4	network	network	NOUN
fuelectenerg-12782	204	5	(	(	PUNCT
fuelectenerg-12782	204	6	ann	ann	PROPN
fuelectenerg-12782	204	7	)	)	PUNCT
fuelectenerg-12782	204	8	namely	namely	ADV
fuelectenerg-12782	204	9	adaptive	adaptive	ADJ
fuelectenerg-12782	204	10	moment	moment	NOUN
fuelectenerg-12782	204	11	optimizer	optimizer	NOUN
fuelectenerg-12782	204	12	,	,	PUNCT
fuelectenerg-12782	204	13	scaled	scale	VERB
fuelectenerg-12782	204	14	conjugate	conjugate	ADJ
fuelectenerg-12782	204	15	gradient	gradient	NOUN
fuelectenerg-12782	204	16	,	,	PUNCT
fuelectenerg-12782	204	17	bayesian	bayesian	NOUN
fuelectenerg-12782	204	18	black	black	ADJ
fuelectenerg-12782	204	19	-	-	PUNCT
fuelectenerg-12782	204	20	box	box	NOUN
fuelectenerg-12782	204	21	optimization	optimization	NOUN
fuelectenerg-12782	204	22	,	,	PUNCT
fuelectenerg-12782	204	23	levenberg	levenberg	PROPN
fuelectenerg-12782	204	24	-	-	PUNCT
fuelectenerg-12782	204	25	marquardt	marquardt	PROPN
fuelectenerg-12782	204	26	algorithm	algorithm	PROPN
fuelectenerg-12782	204	27	and	and	CCONJ
fuelectenerg-12782	204	28	resilient	resilient	ADJ
fuelectenerg-12782	204	29	68	68	NUM
fuelectenerg-12782	204	30	c.	c.	NOUN
fuelectenerg-12782	204	31	p.	p.	PROPN
fuelectenerg-12782	204	32	singh	singh	PROPN
fuelectenerg-12782	204	33	,	,	PUNCT
fuelectenerg-12782	204	34	r.	r.	PROPN
fuelectenerg-12782	204	35	k.	k.	PROPN
fuelectenerg-12782	204	36	dwivedi	dwivedi	PROPN
fuelectenerg-12782	204	37	,	,	PUNCT
fuelectenerg-12782	204	38	a.	a.	PROPN
fuelectenerg-12782	204	39	verma	verma	PROPN
fuelectenerg-12782	204	40	,	,	PUNCT
fuelectenerg-12782	204	41	p.	p.	PROPN
fuelectenerg-12782	204	42	ranjan	ranjan	PROPN
fuelectenerg-12782	204	43	backpropagation	backpropagation	NOUN
fuelectenerg-12782	204	44	,	,	PUNCT
fuelectenerg-12782	204	45	were	be	AUX
fuelectenerg-12782	204	46	utilized	utilize	VERB
fuelectenerg-12782	204	47	to	to	PART
fuelectenerg-12782	204	48	forecast	forecast	VERB
fuelectenerg-12782	204	49	optimal	optimal	ADJ
fuelectenerg-12782	204	50	s11	s11	NOUN
fuelectenerg-12782	204	51	values	value	NOUN
fuelectenerg-12782	204	52	for	for	ADP
fuelectenerg-12782	204	53	the	the	DET
fuelectenerg-12782	204	54	antenna	antenna	NOUN
fuelectenerg-12782	204	55	design	design	NOUN
fuelectenerg-12782	204	56	parameters	parameter	NOUN
fuelectenerg-12782	204	57	.	.	PUNCT
fuelectenerg-12782	205	1	the	the	DET
fuelectenerg-12782	205	2	findings	finding	NOUN
fuelectenerg-12782	205	3	reveal	reveal	VERB
fuelectenerg-12782	205	4	that	that	SCONJ
fuelectenerg-12782	205	5	these	these	DET
fuelectenerg-12782	205	6	ann	ann	PROPN
fuelectenerg-12782	205	7	approaches	approach	NOUN
fuelectenerg-12782	205	8	deliver	deliver	VERB
fuelectenerg-12782	205	9	substantial	substantial	ADJ
fuelectenerg-12782	205	10	advantages	advantage	NOUN
fuelectenerg-12782	205	11	over	over	ADP
fuelectenerg-12782	205	12	traditional	traditional	ADJ
fuelectenerg-12782	205	13	electromagnetic	electromagnetic	NOUN
fuelectenerg-12782	205	14	(	(	PUNCT
fuelectenerg-12782	205	15	em	em	PRON
fuelectenerg-12782	205	16	)	)	PUNCT
fuelectenerg-12782	205	17	simulators	simulator	NOUN
fuelectenerg-12782	205	18	in	in	ADP
fuelectenerg-12782	205	19	terms	term	NOUN
fuelectenerg-12782	205	20	of	of	ADP
fuelectenerg-12782	205	21	both	both	DET
fuelectenerg-12782	205	22	efficiency	efficiency	NOUN
fuelectenerg-12782	205	23	and	and	CCONJ
fuelectenerg-12782	205	24	accuracy	accuracy	NOUN
fuelectenerg-12782	205	25	.	.	PUNCT
fuelectenerg-12782	206	1	it	it	PRON
fuelectenerg-12782	206	2	is	be	AUX
fuelectenerg-12782	206	3	also	also	ADV
fuelectenerg-12782	206	4	concluded	conclude	VERB
fuelectenerg-12782	206	5	that	that	SCONJ
fuelectenerg-12782	206	6	the	the	DET
fuelectenerg-12782	206	7	bayesian	bayesian	NOUN
fuelectenerg-12782	206	8	black	black	NOUN
fuelectenerg-12782	206	9	-	-	PUNCT
fuelectenerg-12782	206	10	box	box	NOUN
fuelectenerg-12782	206	11	optimization	optimization	NOUN
fuelectenerg-12782	206	12	provides	provide	VERB
fuelectenerg-12782	206	13	the	the	DET
fuelectenerg-12782	206	14	highest	high	ADJ
fuelectenerg-12782	206	15	accuracy	accuracy	NOUN
fuelectenerg-12782	206	16	in	in	ADP
fuelectenerg-12782	206	17	comparison	comparison	NOUN
fuelectenerg-12782	206	18	to	to	ADP
fuelectenerg-12782	206	19	rest	rest	NOUN
fuelectenerg-12782	206	20	of	of	ADP
fuelectenerg-12782	206	21	the	the	DET
fuelectenerg-12782	206	22	algorithms	algorithm	NOUN
fuelectenerg-12782	206	23	.	.	PUNCT
fuelectenerg-12782	207	1	the	the	DET
fuelectenerg-12782	207	2	application	application	NOUN
fuelectenerg-12782	207	3	of	of	ADP
fuelectenerg-12782	207	4	ann	ann	PROPN
fuelectenerg-12782	207	5	methods	method	NOUN
fuelectenerg-12782	207	6	facilitated	facilitate	VERB
fuelectenerg-12782	207	7	a	a	DET
fuelectenerg-12782	207	8	more	more	ADV
fuelectenerg-12782	207	9	streamlined	streamlined	ADJ
fuelectenerg-12782	207	10	design	design	NOUN
fuelectenerg-12782	207	11	process	process	NOUN
fuelectenerg-12782	207	12	and	and	CCONJ
fuelectenerg-12782	207	13	enabled	enable	VERB
fuelectenerg-12782	207	14	precise	precise	ADJ
fuelectenerg-12782	207	15	antenna	antenna	NOUN
fuelectenerg-12782	207	16	performance	performance	NOUN
fuelectenerg-12782	207	17	predictions	prediction	NOUN
fuelectenerg-12782	207	18	with	with	ADP
fuelectenerg-12782	207	19	reduced	reduced	ADJ
fuelectenerg-12782	207	20	computational	computational	ADJ
fuelectenerg-12782	207	21	effort	effort	NOUN
fuelectenerg-12782	207	22	.	.	PUNCT
fuelectenerg-12782	208	1	references	reference	NOUN
fuelectenerg-12782	208	2	[	[	X
fuelectenerg-12782	208	3	1	1	NUM
fuelectenerg-12782	208	4	]	]	PUNCT
fuelectenerg-12782	208	5	c.	c.	PROPN
fuelectenerg-12782	208	6	a.	a.	NOUN
fuelectenerg-12782	208	7	balanis	balanis	PROPN
fuelectenerg-12782	208	8	,	,	PUNCT
fuelectenerg-12782	208	9	antenna	antenna	NOUN
fuelectenerg-12782	208	10	theory	theory	NOUN
fuelectenerg-12782	208	11	:	:	PUNCT
fuelectenerg-12782	208	12	analysis	analysis	NOUN
fuelectenerg-12782	208	13	and	and	CCONJ
fuelectenerg-12782	208	14	design	design	NOUN
fuelectenerg-12782	208	15	.	.	PUNCT
fuelectenerg-12782	209	1	wiley	wiley	PROPN
fuelectenerg-12782	209	2	,	,	PUNCT
fuelectenerg-12782	209	3	2016	2016	NUM
fuelectenerg-12782	209	4	.	.	PUNCT
fuelectenerg-12782	210	1	[	[	X
fuelectenerg-12782	210	2	2	2	X
fuelectenerg-12782	210	3	]	]	PUNCT
fuelectenerg-12782	210	4	k.	k.	PROPN
fuelectenerg-12782	210	5	r.	r.	PROPN
fuelectenerg-12782	210	6	carver	carver	PROPN
fuelectenerg-12782	210	7	and	and	CCONJ
fuelectenerg-12782	210	8	j.	j.	PROPN
fuelectenerg-12782	210	9	w.	w.	PROPN
fuelectenerg-12782	210	10	mink	mink	PROPN
fuelectenerg-12782	210	11	,	,	PUNCT
fuelectenerg-12782	210	12	"	"	PUNCT
fuelectenerg-12782	210	13	microstrip	microstrip	NOUN
fuelectenerg-12782	210	14	antenna	antenna	NOUN
fuelectenerg-12782	210	15	technology	technology	NOUN
fuelectenerg-12782	210	16	"	"	PUNCT
fuelectenerg-12782	210	17	,	,	PUNCT
fuelectenerg-12782	210	18	ieee	ieee	PROPN
fuelectenerg-12782	210	19	trans	trans	PROPN
fuelectenerg-12782	210	20	.	.	PUNCT
fuelectenerg-12782	211	1	antennas	antennas	PROPN
fuelectenerg-12782	211	2	propag	propag	PROPN
fuelectenerg-12782	211	3	.	.	PUNCT
fuelectenerg-12782	211	4	,	,	PUNCT
fuelectenerg-12782	211	5	vol	vol	NOUN
fuelectenerg-12782	211	6	.	.	PUNCT
fuelectenerg-12782	212	1	ap29	ap29	PROPN
fuelectenerg-12782	212	2	,	,	PUNCT
fuelectenerg-12782	212	3	no	no	INTJ
fuelectenerg-12782	212	4	.	.	NOUN
fuelectenerg-12782	212	5	1	1	NUM
fuelectenerg-12782	212	6	,	,	PUNCT
fuelectenerg-12782	212	7	pp	pp	ADJ
fuelectenerg-12782	212	8	.	.	PUNCT
fuelectenerg-12782	213	1	2–24	2–24	PROPN
fuelectenerg-12782	213	2	,	,	PUNCT
fuelectenerg-12782	213	3	jan	jan	PROPN
fuelectenerg-12782	213	4	1981	1981	NUM
fuelectenerg-12782	213	5	.	.	PUNCT
fuelectenerg-12782	214	1	[	[	X
fuelectenerg-12782	214	2	3	3	X
fuelectenerg-12782	214	3	]	]	X
fuelectenerg-12782	214	4	c.	c.	PROPN
fuelectenerg-12782	214	5	l.	l.	PROPN
fuelectenerg-12782	214	6	mak	mak	PROPN
fuelectenerg-12782	214	7	,	,	PUNCT
fuelectenerg-12782	214	8	k.	k.	PROPN
fuelectenerg-12782	214	9	m.	m.	PROPN
fuelectenerg-12782	214	10	luk	luk	PROPN
fuelectenerg-12782	214	11	,	,	PUNCT
fuelectenerg-12782	214	12	"	"	PUNCT
fuelectenerg-12782	214	13	experimental	experimental	ADJ
fuelectenerg-12782	214	14	study	study	NOUN
fuelectenerg-12782	214	15	of	of	ADP
fuelectenerg-12782	214	16	a	a	DET
fuelectenerg-12782	214	17	microstrip	microstrip	NOUN
fuelectenerg-12782	214	18	patch	patch	NOUN
fuelectenerg-12782	214	19	antenna	antenna	NOUN
fuelectenerg-12782	214	20	with	with	ADP
fuelectenerg-12782	214	21	an	an	DET
fuelectenerg-12782	214	22	l	l	ADV
fuelectenerg-12782	214	23	-	-	PUNCT
fuelectenerg-12782	214	24	shaped	shape	VERB
fuelectenerg-12782	214	25	probe	probe	NOUN
fuelectenerg-12782	214	26	"	"	PUNCT
fuelectenerg-12782	214	27	,	,	PUNCT
fuelectenerg-12782	214	28	ieee	ieee	PROPN
fuelectenerg-12782	214	29	trans	trans	PROPN
fuelectenerg-12782	214	30	antennas	antennas	PROPN
fuelectenerg-12782	214	31	propag	propag	PROPN
fuelectenerg-12782	214	32	.	.	PUNCT
fuelectenerg-12782	214	33	,	,	PUNCT
fuelectenerg-12782	214	34	vol	vol	NOUN
fuelectenerg-12782	214	35	.	.	PROPN
fuelectenerg-12782	214	36	48	48	NUM
fuelectenerg-12782	214	37	,	,	PUNCT
fuelectenerg-12782	214	38	no	no	INTJ
fuelectenerg-12782	214	39	.	.	NOUN
fuelectenerg-12782	214	40	5	5	NUM
fuelectenerg-12782	214	41	,	,	PUNCT
fuelectenerg-12782	214	42	pp	pp	ADJ
fuelectenerg-12782	214	43	.	.	PUNCT
fuelectenerg-12782	215	1	777	777	NUM
fuelectenerg-12782	215	2	-	-	SYM
fuelectenerg-12782	215	3	783	783	NUM
fuelectenerg-12782	215	4	,	,	PUNCT
fuelectenerg-12782	215	5	2000	2000	NUM
fuelectenerg-12782	215	6	.	.	PUNCT
fuelectenerg-12782	216	1	[	[	X
fuelectenerg-12782	216	2	4	4	X
fuelectenerg-12782	216	3	]	]	PUNCT
fuelectenerg-12782	216	4	s.	s.	PROPN
fuelectenerg-12782	216	5	k.	k.	PROPN
fuelectenerg-12782	216	6	parui	parui	PROPN
fuelectenerg-12782	216	7	and	and	CCONJ
fuelectenerg-12782	216	8	s.	s.	PROPN
fuelectenerg-12782	216	9	das	das	PROPN
fuelectenerg-12782	216	10	,	,	PUNCT
fuelectenerg-12782	216	11	"	"	PUNCT
fuelectenerg-12782	216	12	a	a	DET
fuelectenerg-12782	216	13	new	new	ADJ
fuelectenerg-12782	216	14	defected	defect	VERB
fuelectenerg-12782	216	15	ground	ground	NOUN
fuelectenerg-12782	216	16	structure	structure	NOUN
fuelectenerg-12782	216	17	for	for	ADP
fuelectenerg-12782	216	18	different	different	ADJ
fuelectenerg-12782	216	19	microstrip	microstrip	NOUN
fuelectenerg-12782	216	20	circuit	circuit	NOUN
fuelectenerg-12782	216	21	applications	application	NOUN
fuelectenerg-12782	216	22	"	"	PUNCT
fuelectenerg-12782	216	23	,	,	PUNCT
fuelectenerg-12782	216	24	radio	radio	NOUN
fuelectenerg-12782	216	25	eng	eng	PROPN
fuelectenerg-12782	216	26	.	.	PROPN
fuelectenerg-12782	216	27	,	,	PUNCT
fuelectenerg-12782	216	28	vol	vol	NOUN
fuelectenerg-12782	216	29	.	.	PROPN
fuelectenerg-12782	217	1	16	16	NUM
fuelectenerg-12782	217	2	,	,	PUNCT
fuelectenerg-12782	217	3	pp	pp	ADJ
fuelectenerg-12782	217	4	.	.	PUNCT
fuelectenerg-12782	218	1	234	234	NUM
fuelectenerg-12782	218	2	-	-	SYM
fuelectenerg-12782	218	3	236	236	NUM
fuelectenerg-12782	218	4	,	,	PUNCT
fuelectenerg-12782	218	5	2007	2007	NUM
fuelectenerg-12782	218	6	.	.	PUNCT
fuelectenerg-12782	219	1	[	[	X
fuelectenerg-12782	219	2	5	5	NUM
fuelectenerg-12782	219	3	]	]	X
fuelectenerg-12782	219	4	el	el	PROPN
fuelectenerg-12782	219	5	misilmani	misilmani	PROPN
fuelectenerg-12782	219	6	,	,	PUNCT
fuelectenerg-12782	219	7	m.	m.	NOUN
fuelectenerg-12782	219	8	hilal	hilal	PROPN
fuelectenerg-12782	219	9	,	,	PUNCT
fuelectenerg-12782	219	10	n.	n.	PROPN
fuelectenerg-12782	219	11	tare	tare	PROPN
fuelectenerg-12782	219	12	,	,	PUNCT
fuelectenerg-12782	219	13	k.	k.	PROPN
fuelectenerg-12782	219	14	salwa	salwa	PROPN
fuelectenerg-12782	219	15	and	and	CCONJ
fuelectenerg-12782	219	16	al	al	PROPN
fuelectenerg-12782	219	17	khatib	khatib	PROPN
fuelectenerg-12782	219	18	,	,	PUNCT
fuelectenerg-12782	219	19	"	"	PUNCT
fuelectenerg-12782	219	20	a	a	DET
fuelectenerg-12782	219	21	review	review	NOUN
fuelectenerg-12782	219	22	on	on	ADP
fuelectenerg-12782	219	23	the	the	DET
fuelectenerg-12782	219	24	design	design	NOUN
fuelectenerg-12782	219	25	and	and	CCONJ
fuelectenerg-12782	219	26	optimization	optimization	NOUN
fuelectenerg-12782	219	27	of	of	ADP
fuelectenerg-12782	219	28	antennas	antenna	NOUN
fuelectenerg-12782	219	29	using	use	VERB
fuelectenerg-12782	219	30	machine	machine	NOUN
fuelectenerg-12782	219	31	learning	learn	VERB
fuelectenerg-12782	219	32	algorithms	algorithm	NOUN
fuelectenerg-12782	219	33	and	and	CCONJ
fuelectenerg-12782	219	34	techniques	technique	NOUN
fuelectenerg-12782	219	35	"	"	PUNCT
fuelectenerg-12782	219	36	,	,	PUNCT
fuelectenerg-12782	219	37	int	int	PROPN
fuelectenerg-12782	219	38	.	.	PUNCT
fuelectenerg-12782	220	1	j.	j.	PROPN
fuelectenerg-12782	220	2	rf	rf	PROPN
fuelectenerg-12782	220	3	microw	microw	NOUN
fuelectenerg-12782	220	4	.	.	PUNCT
fuelectenerg-12782	221	1	comput.‐aided	comput.‐aide	VERB
fuelectenerg-12782	221	2	eng	eng	PROPN
fuelectenerg-12782	221	3	.	.	PROPN
fuelectenerg-12782	221	4	,	,	PUNCT
fuelectenerg-12782	221	5	vol	vol	NOUN
fuelectenerg-12782	221	6	.	.	PROPN
fuelectenerg-12782	221	7	30	30	NUM
fuelectenerg-12782	221	8	,	,	PUNCT
fuelectenerg-12782	221	9	no	no	INTJ
fuelectenerg-12782	221	10	.	.	NOUN
fuelectenerg-12782	221	11	10	10	NUM
fuelectenerg-12782	221	12	,	,	PUNCT
fuelectenerg-12782	221	13	p.	p.	NOUN
fuelectenerg-12782	221	14	e22356	e22356	NOUN
fuelectenerg-12782	221	15	,	,	PUNCT
fuelectenerg-12782	221	16	2020	2020	NUM
fuelectenerg-12782	221	17	.	.	PUNCT
fuelectenerg-12782	222	1	[	[	X
fuelectenerg-12782	222	2	6	6	NUM
fuelectenerg-12782	222	3	]	]	X
fuelectenerg-12782	222	4	d.	d.	PROPN
fuelectenerg-12782	222	5	j.	j.	PROPN
fuelectenerg-12782	222	6	livingstone	livingstone	PROPN
fuelectenerg-12782	222	7	,	,	PUNCT
fuelectenerg-12782	222	8	artificial	artificial	ADJ
fuelectenerg-12782	222	9	neural	neural	ADJ
fuelectenerg-12782	222	10	networks	network	NOUN
fuelectenerg-12782	222	11	:	:	PUNCT
fuelectenerg-12782	222	12	methods	method	NOUN
fuelectenerg-12782	222	13	and	and	CCONJ
fuelectenerg-12782	222	14	applications	application	NOUN
fuelectenerg-12782	222	15	,	,	PUNCT
fuelectenerg-12782	222	16	humana	humana	PROPN
fuelectenerg-12782	222	17	press	press	PROPN
fuelectenerg-12782	222	18	,	,	PUNCT
fuelectenerg-12782	222	19	new	new	PROPN
fuelectenerg-12782	222	20	york	york	PROPN
fuelectenerg-12782	222	21	,	,	PUNCT
fuelectenerg-12782	222	22	2009	2009	NUM
fuelectenerg-12782	222	23	.	.	PUNCT
fuelectenerg-12782	223	1	[	[	X
fuelectenerg-12782	223	2	7	7	X
fuelectenerg-12782	223	3	]	]	X
fuelectenerg-12782	223	4	s.	s.	PROPN
fuelectenerg-12782	223	5	sagıroglu	sagıroglu	PROPN
fuelectenerg-12782	223	6	and	and	CCONJ
fuelectenerg-12782	223	7	k.	k.	PROPN
fuelectenerg-12782	223	8	gune	gune	PROPN
fuelectenerg-12782	223	9	,	,	PUNCT
fuelectenerg-12782	223	10	"	"	PUNCT
fuelectenerg-12782	223	11	calculation	calculation	NOUN
fuelectenerg-12782	223	12	of	of	ADP
fuelectenerg-12782	223	13	resonant	resonant	ADJ
fuelectenerg-12782	223	14	frequency	frequency	NOUN
fuelectenerg-12782	223	15	for	for	ADP
fuelectenerg-12782	223	16	an	an	DET
fuelectenerg-12782	223	17	equilateral	equilateral	ADJ
fuelectenerg-12782	223	18	triangular	triangular	NOUN
fuelectenerg-12782	223	19	microstrip	microstrip	NOUN
fuelectenerg-12782	223	20	antenna	antenna	NOUN
fuelectenerg-12782	223	21	using	use	VERB
fuelectenerg-12782	223	22	artificial	artificial	ADJ
fuelectenerg-12782	223	23	neural	neural	ADJ
fuelectenerg-12782	223	24	networks	network	NOUN
fuelectenerg-12782	223	25	"	"	PUNCT
fuelectenerg-12782	223	26	,	,	PUNCT
fuelectenerg-12782	223	27	microw	microw	PROPN
fuelectenerg-12782	223	28	.	.	PUNCT
fuelectenerg-12782	223	29	opt	opt	PROPN
fuelectenerg-12782	223	30	.	.	PUNCT
fuelectenerg-12782	224	1	technol	technol	PROPN
fuelectenerg-12782	224	2	.	.	PUNCT
fuelectenerg-12782	224	3	lett	lett	PROPN
fuelectenerg-12782	224	4	.	.	PROPN
fuelectenerg-12782	224	5	,	,	PUNCT
fuelectenerg-12782	224	6	vol	vol	NOUN
fuelectenerg-12782	224	7	.	.	PROPN
fuelectenerg-12782	224	8	14	14	NUM
fuelectenerg-12782	224	9	;	;	PUNCT
fuelectenerg-12782	224	10	p.	p.	NOUN
fuelectenerg-12782	224	11	89	89	NUM
fuelectenerg-12782	224	12	-	-	SYM
fuelectenerg-12782	224	13	93	93	NUM
fuelectenerg-12782	224	14	,	,	PUNCT
fuelectenerg-12782	224	15	1997	1997	NUM
fuelectenerg-12782	224	16	.	.	PUNCT
fuelectenerg-12782	225	1	[	[	X
fuelectenerg-12782	225	2	8	8	NUM
fuelectenerg-12782	225	3	]	]	X
fuelectenerg-12782	225	4	r.k	r.k	PROPN
fuelectenerg-12782	225	5	.	.	PROPN
fuelectenerg-12782	225	6	mishra	mishra	PROPN
fuelectenerg-12782	225	7	and	and	CCONJ
fuelectenerg-12782	225	8	a.	a.	PROPN
fuelectenerg-12782	225	9	patnaik	patnaik	PROPN
fuelectenerg-12782	225	10	,	,	PUNCT
fuelectenerg-12782	225	11	"	"	PUNCT
fuelectenerg-12782	225	12	neural	neural	ADJ
fuelectenerg-12782	225	13	network	network	NOUN
fuelectenerg-12782	225	14	-	-	PUNCT
fuelectenerg-12782	225	15	based	base	VERB
fuelectenerg-12782	225	16	cad	cad	NOUN
fuelectenerg-12782	225	17	model	model	NOUN
fuelectenerg-12782	225	18	for	for	ADP
fuelectenerg-12782	225	19	the	the	DET
fuelectenerg-12782	225	20	design	design	NOUN
fuelectenerg-12782	225	21	of	of	ADP
fuelectenerg-12782	225	22	square	square	ADJ
fuelectenerg-12782	225	23	-	-	PUNCT
fuelectenerg-12782	225	24	patch	patch	NOUN
fuelectenerg-12782	225	25	antennas	antenna	NOUN
fuelectenerg-12782	225	26	"	"	PUNCT
fuelectenerg-12782	225	27	,	,	PUNCT
fuelectenerg-12782	225	28	ieee	ieee	PROPN
fuelectenerg-12782	225	29	trans	trans	PROPN
fuelectenerg-12782	225	30	.	.	PUNCT
fuelectenerg-12782	226	1	antennas	antennas	PROPN
fuelectenerg-12782	226	2	propag	propag	PROPN
fuelectenerg-12782	226	3	.	.	PUNCT
fuelectenerg-12782	227	1	,	,	PUNCT
fuelectenerg-12782	227	2	vol	vol	NOUN
fuelectenerg-12782	227	3	.	.	PROPN
fuelectenerg-12782	227	4	46	46	NUM
fuelectenerg-12782	227	5	,	,	PUNCT
fuelectenerg-12782	227	6	no.12	no.12	VERB
fuelectenerg-12782	227	7	,	,	PUNCT
fuelectenerg-12782	227	8	pp	pp	ADV
fuelectenerg-12782	227	9	.	.	PUNCT
fuelectenerg-12782	228	1	1890	1890	NUM
fuelectenerg-12782	228	2	-	-	SYM
fuelectenerg-12782	228	3	1891	1891	NUM
fuelectenerg-12782	228	4	,	,	PUNCT
fuelectenerg-12782	228	5	dec	dec	PROPN
fuelectenerg-12782	228	6	.	.	PROPN
fuelectenerg-12782	228	7	1998	1998	NUM
fuelectenerg-12782	228	8	.	.	PUNCT
fuelectenerg-12782	229	1	[	[	X
fuelectenerg-12782	229	2	9	9	NUM
fuelectenerg-12782	229	3	]	]	X
fuelectenerg-12782	229	4	n.	n.	NOUN
fuelectenerg-12782	229	5	turker	turker	PROPN
fuelectenerg-12782	229	6	,	,	PUNCT
fuelectenerg-12782	229	7	f.	f.	PROPN
fuelectenerg-12782	229	8	gunes	gunes	PROPN
fuelectenerg-12782	229	9	and	and	CCONJ
fuelectenerg-12782	229	10	t.	t.	PROPN
fuelectenerg-12782	229	11	yildirim	yildirim	PROPN
fuelectenerg-12782	229	12	,	,	PUNCT
fuelectenerg-12782	229	13	"	"	PUNCT
fuelectenerg-12782	229	14	artificial	artificial	ADJ
fuelectenerg-12782	229	15	neural	neural	ADJ
fuelectenerg-12782	229	16	design	design	NOUN
fuelectenerg-12782	229	17	of	of	ADP
fuelectenerg-12782	229	18	microstrip	microstrip	NOUN
fuelectenerg-12782	229	19	antennas	antenna	NOUN
fuelectenerg-12782	229	20	"	"	PUNCT
fuelectenerg-12782	229	21	,	,	PUNCT
fuelectenerg-12782	229	22	turkish	turkish	ADJ
fuelectenerg-12782	229	23	j.	j.	PROPN
fuelectenerg-12782	229	24	electr	electr	PROPN
fuelectenerg-12782	229	25	.	.	PUNCT
fuelectenerg-12782	230	1	eng	eng	PROPN
fuelectenerg-12782	230	2	.	.	PROPN
fuelectenerg-12782	230	3	,	,	PUNCT
fuelectenerg-12782	230	4	vol	vol	NOUN
fuelectenerg-12782	230	5	.	.	PROPN
fuelectenerg-12782	231	1	14	14	NUM
fuelectenerg-12782	231	2	,	,	PUNCT
fuelectenerg-12782	231	3	no	no	INTJ
fuelectenerg-12782	231	4	.	.	NOUN
fuelectenerg-12782	231	5	3	3	NUM
fuelectenerg-12782	231	6	,	,	PUNCT
fuelectenerg-12782	231	7	pp	pp	ADJ
fuelectenerg-12782	231	8	.	.	PUNCT
fuelectenerg-12782	232	1	445453	445453	NUM
fuelectenerg-12782	232	2	,	,	PUNCT
fuelectenerg-12782	232	3	2006	2006	NUM
fuelectenerg-12782	232	4	.	.	PUNCT
fuelectenerg-12782	233	1	[	[	X
fuelectenerg-12782	233	2	10	10	NUM
fuelectenerg-12782	233	3	]	]	X
fuelectenerg-12782	233	4	s.	s.	PROPN
fuelectenerg-12782	233	5	s	s	PART
fuelectenerg-12782	233	6	pattnaik	pattnaik	ADJ
fuelectenerg-12782	233	7	,	,	PUNCT
fuelectenerg-12782	233	8	b	b	PROPN
fuelectenerg-12782	233	9	,	,	PUNCT
fuelectenerg-12782	233	10	khuntia	khuntia	PROPN
fuelectenerg-12782	233	11	,	,	PUNCT
fuelectenerg-12782	233	12	d.	d.	PROPN
fuelectenerg-12782	233	13	c.	c.	PROPN
fuelectenerg-12782	233	14	panda	panda	PROPN
fuelectenerg-12782	233	15	,	,	PUNCT
fuelectenerg-12782	233	16	d.	d.	PROPN
fuelectenerg-12782	233	17	k.	k.	PROPN
fuelectenerg-12782	233	18	neog	neog	PROPN
fuelectenerg-12782	233	19	,	,	PUNCT
fuelectenerg-12782	233	20	s.	s.	PROPN
fuelectenerg-12782	233	21	devi	devi	PROPN
fuelectenerg-12782	233	22	and	and	CCONJ
fuelectenerg-12782	233	23	m.	m.	PROPN
fuelectenerg-12782	233	24	dutta	dutta	PROPN
fuelectenerg-12782	233	25	,	,	PUNCT
fuelectenerg-12782	233	26	"	"	PUNCT
fuelectenerg-12782	233	27	application	application	NOUN
fuelectenerg-12782	233	28	of	of	ADP
fuelectenerg-12782	233	29	a	a	DET
fuelectenerg-12782	233	30	genetic	genetic	ADJ
fuelectenerg-12782	233	31	algorithm	algorithm	NOUN
fuelectenerg-12782	233	32	in	in	ADP
fuelectenerg-12782	233	33	an	an	DET
fuelectenerg-12782	233	34	artificial	artificial	ADJ
fuelectenerg-12782	233	35	neural	neural	ADJ
fuelectenerg-12782	233	36	network	network	NOUN
fuelectenerg-12782	233	37	to	to	PART
fuelectenerg-12782	233	38	calculate	calculate	VERB
fuelectenerg-12782	233	39	the	the	DET
fuelectenerg-12782	233	40	resonant	resonant	ADJ
fuelectenerg-12782	233	41	frequency	frequency	NOUN
fuelectenerg-12782	233	42	of	of	ADP
fuelectenerg-12782	233	43	a	a	DET
fuelectenerg-12782	233	44	tunable	tunable	ADJ
fuelectenerg-12782	233	45	single	single	ADJ
fuelectenerg-12782	233	46	-	-	PUNCT
fuelectenerg-12782	233	47	shorting	shorting	NOUN
fuelectenerg-12782	233	48	-	-	PUNCT
fuelectenerg-12782	233	49	post	post	NOUN
fuelectenerg-12782	233	50	rectangular	rectangular	ADJ
fuelectenerg-12782	233	51	-	-	PUNCT
fuelectenerg-12782	233	52	patch	patch	NOUN
fuelectenerg-12782	233	53	antenna	antenna	NOUN
fuelectenerg-12782	233	54	"	"	PUNCT
fuelectenerg-12782	233	55	,	,	PUNCT
fuelectenerg-12782	233	56	int	int	PROPN
fuelectenerg-12782	233	57	.	.	PUNCT
fuelectenerg-12782	234	1	j.	j.	PROPN
fuelectenerg-12782	234	2	rf	rf	PROPN
fuelectenerg-12782	234	3	microw	microw	NOUN
fuelectenerg-12782	234	4	.	.	PUNCT
fuelectenerg-12782	234	5	comput.-aided	comput.-aided	PROPN
fuelectenerg-12782	235	1	eng	eng	PROPN
fuelectenerg-12782	235	2	.	.	PROPN
fuelectenerg-12782	235	3	,	,	PUNCT
fuelectenerg-12782	235	4	vol	vol	NOUN
fuelectenerg-12782	235	5	.	.	PROPN
fuelectenerg-12782	235	6	15	15	NUM
fuelectenerg-12782	235	7	,	,	PUNCT
fuelectenerg-12782	235	8	pp	pp	ADJ
fuelectenerg-12782	235	9	.	.	PUNCT
fuelectenerg-12782	236	1	140	140	NUM
fuelectenerg-12782	236	2	-	-	SYM
fuelectenerg-12782	236	3	144	144	NUM
fuelectenerg-12782	236	4	,	,	PUNCT
fuelectenerg-12782	236	5	2014	2014	NUM
fuelectenerg-12782	236	6	.	.	PUNCT
fuelectenerg-12782	237	1	[	[	X
fuelectenerg-12782	237	2	11	11	NUM
fuelectenerg-12782	237	3	]	]	PUNCT
fuelectenerg-12782	237	4	v.	v.	CCONJ
fuelectenerg-12782	237	5	s.	s.	PROPN
fuelectenerg-12782	237	6	chintakindi	chintakindi	PROPN
fuelectenerg-12782	237	7	,	,	PUNCT
fuelectenerg-12782	237	8	s.	s.	PROPN
fuelectenerg-12782	237	9	s.	s.	PROPN
fuelectenerg-12782	237	10	pattnaik	pattnaik	PROPN
fuelectenerg-12782	237	11	,	,	PUNCT
fuelectenerg-12782	237	12	o.	o.	PROPN
fuelectenerg-12782	237	13	p.	p.	PROPN
fuelectenerg-12782	237	14	bajpai	bajpai	PROPN
fuelectenerg-12782	237	15	and	and	CCONJ
fuelectenerg-12782	237	16	s.	s.	PROPN
fuelectenerg-12782	237	17	devi	devi	PROPN
fuelectenerg-12782	237	18	,	,	PUNCT
fuelectenerg-12782	237	19	"	"	PUNCT
fuelectenerg-12782	237	20	pso	pso	NOUN
fuelectenerg-12782	237	21	driven	drive	VERB
fuelectenerg-12782	237	22	rbfnn	rbfnn	NOUN
fuelectenerg-12782	237	23	for	for	ADP
fuelectenerg-12782	237	24	design	design	NOUN
fuelectenerg-12782	237	25	of	of	ADP
fuelectenerg-12782	237	26	equilateral	equilateral	ADJ
fuelectenerg-12782	237	27	triangular	triangular	NOUN
fuelectenerg-12782	237	28	microstrip	microstrip	NOUN
fuelectenerg-12782	237	29	patch	patch	NOUN
fuelectenerg-12782	237	30	antenna	antenna	NOUN
fuelectenerg-12782	237	31	"	"	PUNCT
fuelectenerg-12782	237	32	,	,	PUNCT
fuelectenerg-12782	237	33	indian	indian	PROPN
fuelectenerg-12782	237	34	j.	j.	PROPN
fuelectenerg-12782	237	35	radio	radio	PROPN
fuelectenerg-12782	237	36	space	space	NOUN
fuelectenerg-12782	237	37	phys	phy	NOUN
fuelectenerg-12782	237	38	.	.	PUNCT
fuelectenerg-12782	237	39	,	,	PUNCT
fuelectenerg-12782	237	40	vol	vol	NOUN
fuelectenerg-12782	237	41	.	.	PROPN
fuelectenerg-12782	238	1	38	38	NUM
fuelectenerg-12782	238	2	,	,	PUNCT
fuelectenerg-12782	238	3	pp	pp	ADJ
fuelectenerg-12782	238	4	.	.	PUNCT
fuelectenerg-12782	239	1	233	233	NUM
fuelectenerg-12782	239	2	-	-	SYM
fuelectenerg-12782	239	3	237	237	NUM
fuelectenerg-12782	239	4	,	,	PUNCT
fuelectenerg-12782	239	5	2009	2009	NUM
fuelectenerg-12782	239	6	.	.	PUNCT
fuelectenerg-12782	240	1	[	[	X
fuelectenerg-12782	240	2	12	12	NUM
fuelectenerg-12782	240	3	]	]	X
fuelectenerg-12782	240	4	s.	s.	PROPN
fuelectenerg-12782	240	5	sagiroglu	sagiroglu	PROPN
fuelectenerg-12782	240	6	,	,	PUNCT
fuelectenerg-12782	240	7	k.	k.	PROPN
fuelectenerg-12782	240	8	guney	guney	PROPN
fuelectenerg-12782	240	9	and	and	CCONJ
fuelectenerg-12782	240	10	m.	m.	NOUN
fuelectenerg-12782	240	11	erler	erler	NOUN
fuelectenerg-12782	240	12	,	,	PUNCT
fuelectenerg-12782	240	13	"	"	PUNCT
fuelectenerg-12782	240	14	calculation	calculation	NOUN
fuelectenerg-12782	240	15	of	of	ADP
fuelectenerg-12782	240	16	bandwidth	bandwidth	NOUN
fuelectenerg-12782	240	17	for	for	ADP
fuelectenerg-12782	240	18	electrically	electrically	ADV
fuelectenerg-12782	240	19	thin	thin	ADJ
fuelectenerg-12782	240	20	and	and	CCONJ
fuelectenerg-12782	240	21	thick	thick	ADJ
fuelectenerg-12782	240	22	rectangular	rectangular	ADJ
fuelectenerg-12782	240	23	microstrip	microstrip	NOUN
fuelectenerg-12782	240	24	antennas	antenna	NOUN
fuelectenerg-12782	240	25	with	with	ADP
fuelectenerg-12782	240	26	the	the	DET
fuelectenerg-12782	240	27	use	use	NOUN
fuelectenerg-12782	240	28	of	of	ADP
fuelectenerg-12782	240	29	multilayered	multilayered	ADJ
fuelectenerg-12782	240	30	perceptrons	perceptron	NOUN
fuelectenerg-12782	240	31	"	"	PUNCT
fuelectenerg-12782	240	32	,	,	PUNCT
fuelectenerg-12782	240	33	int	int	PROPN
fuelectenerg-12782	240	34	.	.	PUNCT
fuelectenerg-12782	241	1	j.	j.	PROPN
fuelectenerg-12782	241	2	rf	rf	PROPN
fuelectenerg-12782	241	3	microw	microw	NOUN
fuelectenerg-12782	241	4	.	.	PUNCT
fuelectenerg-12782	242	1	comput.aided	comput.aide	VERB
fuelectenerg-12782	242	2	eng	eng	PROPN
fuelectenerg-12782	242	3	.	.	PROPN
fuelectenerg-12782	242	4	,	,	PUNCT
fuelectenerg-12782	242	5	vol	vol	NOUN
fuelectenerg-12782	242	6	.	.	PROPN
fuelectenerg-12782	242	7	9	9	NUM
fuelectenerg-12782	242	8	,	,	PUNCT
fuelectenerg-12782	242	9	pp	pp	ADJ
fuelectenerg-12782	242	10	.	.	PUNCT
fuelectenerg-12782	243	1	277	277	NUM
fuelectenerg-12782	243	2	-	-	PUNCT
fuelectenerg-12782	243	3	286	286	NUM
fuelectenerg-12782	243	4	,	,	PUNCT
fuelectenerg-12782	243	5	1999	1999	NUM
fuelectenerg-12782	243	6	.	.	PUNCT
fuelectenerg-12782	244	1	[	[	X
fuelectenerg-12782	244	2	13	13	NUM
fuelectenerg-12782	244	3	]	]	X
fuelectenerg-12782	244	4	s.	s.	PROPN
fuelectenerg-12782	244	5	sagiroglu	sagiroglu	PROPN
fuelectenerg-12782	244	6	,	,	PUNCT
fuelectenerg-12782	244	7	k.	k.	PROPN
fuelectenerg-12782	244	8	guney	guney	PROPN
fuelectenerg-12782	244	9	and	and	CCONJ
fuelectenerg-12782	244	10	m.	m.	NOUN
fuelectenerg-12782	244	11	erler	erler	NOUN
fuelectenerg-12782	244	12	,	,	PUNCT
fuelectenerg-12782	244	13	"	"	PUNCT
fuelectenerg-12782	244	14	resonant	resonant	ADJ
fuelectenerg-12782	244	15	frequency	frequency	NOUN
fuelectenerg-12782	244	16	calculation	calculation	NOUN
fuelectenerg-12782	244	17	for	for	ADP
fuelectenerg-12782	244	18	circular	circular	ADJ
fuelectenerg-12782	244	19	microstrip	microstrip	NOUN
fuelectenerg-12782	244	20	antennas	antenna	NOUN
fuelectenerg-12782	244	21	using	use	VERB
fuelectenerg-12782	244	22	artificial	artificial	ADJ
fuelectenerg-12782	244	23	neural	neural	ADJ
fuelectenerg-12782	244	24	networks	network	NOUN
fuelectenerg-12782	244	25	"	"	PUNCT
fuelectenerg-12782	244	26	,	,	PUNCT
fuelectenerg-12782	244	27	int	int	PROPN
fuelectenerg-12782	244	28	.	.	PUNCT
fuelectenerg-12782	245	1	j.	j.	PROPN
fuelectenerg-12782	245	2	rf	rf	PROPN
fuelectenerg-12782	245	3	microw	microw	NOUN
fuelectenerg-12782	245	4	.	.	PUNCT
fuelectenerg-12782	245	5	comput.-aided	comput.-aided	PROPN
fuelectenerg-12782	246	1	eng	eng	PROPN
fuelectenerg-12782	246	2	.	.	PROPN
fuelectenerg-12782	246	3	,	,	PUNCT
fuelectenerg-12782	246	4	vol	vol	NOUN
fuelectenerg-12782	246	5	.	.	PROPN
fuelectenerg-12782	246	6	8	8	NUM
fuelectenerg-12782	246	7	,	,	PUNCT
fuelectenerg-12782	246	8	pp	pp	ADJ
fuelectenerg-12782	246	9	.	.	PUNCT
fuelectenerg-12782	247	1	270	270	NUM
fuelectenerg-12782	247	2	-	-	SYM
fuelectenerg-12782	247	3	277	277	NUM
fuelectenerg-12782	247	4	,	,	PUNCT
fuelectenerg-12782	247	5	1998	1998	NUM
fuelectenerg-12782	247	6	.	.	PUNCT
fuelectenerg-12782	248	1	[	[	X
fuelectenerg-12782	248	2	14	14	NUM
fuelectenerg-12782	248	3	]	]	X
fuelectenerg-12782	248	4	s.	s.	PROPN
fuelectenerg-12782	248	5	pattnaik	pattnaik	PROPN
fuelectenerg-12782	248	6	,	,	PUNCT
fuelectenerg-12782	248	7	d.	d.	PROPN
fuelectenerg-12782	248	8	c.	c.	PROPN
fuelectenerg-12782	248	9	panda	panda	PROPN
fuelectenerg-12782	248	10	and	and	CCONJ
fuelectenerg-12782	248	11	s.	s.	PROPN
fuelectenerg-12782	248	12	devi	devi	PROPN
fuelectenerg-12782	248	13	,	,	PUNCT
fuelectenerg-12782	248	14	"	"	PUNCT
fuelectenerg-12782	248	15	tunnel	tunnel	NOUN
fuelectenerg-12782	248	16	-	-	PUNCT
fuelectenerg-12782	248	17	based	base	VERB
fuelectenerg-12782	248	18	artificial	artificial	ADJ
fuelectenerg-12782	248	19	neural	neural	ADJ
fuelectenerg-12782	248	20	network	network	NOUN
fuelectenerg-12782	248	21	technique	technique	NOUN
fuelectenerg-12782	248	22	to	to	PART
fuelectenerg-12782	248	23	calculate	calculate	VERB
fuelectenerg-12782	248	24	the	the	DET
fuelectenerg-12782	248	25	resonant	resonant	ADJ
fuelectenerg-12782	248	26	frequency	frequency	NOUN
fuelectenerg-12782	248	27	of	of	ADP
fuelectenerg-12782	248	28	a	a	DET
fuelectenerg-12782	248	29	thick	thick	ADJ
fuelectenerg-12782	248	30	-	-	PUNCT
fuelectenerg-12782	248	31	substrate	substrate	NOUN
fuelectenerg-12782	248	32	microstrip	microstrip	NOUN
fuelectenerg-12782	248	33	antenna	antenna	NOUN
fuelectenerg-12782	248	34	"	"	PUNCT
fuelectenerg-12782	248	35	,	,	PUNCT
fuelectenerg-12782	248	36	microw	microw	NOUN
fuelectenerg-12782	248	37	.	.	PUNCT
fuelectenerg-12782	249	1	optical	optical	ADJ
fuelectenerg-12782	249	2	technol	technol	NOUN
fuelectenerg-12782	249	3	.	.	PUNCT
fuelectenerg-12782	250	1	lett	lett	PROPN
fuelectenerg-12782	250	2	.	.	PROPN
fuelectenerg-12782	250	3	,	,	PUNCT
fuelectenerg-12782	250	4	vol	vol	NOUN
fuelectenerg-12782	250	5	.	.	PROPN
fuelectenerg-12782	251	1	4	4	NUM
fuelectenerg-12782	251	2	,	,	PUNCT
fuelectenerg-12782	251	3	no	no	INTJ
fuelectenerg-12782	251	4	.	.	NOUN
fuelectenerg-12782	251	5	6	6	NUM
fuelectenerg-12782	251	6	,	,	PUNCT
fuelectenerg-12782	251	7	pp	pp	ADJ
fuelectenerg-12782	251	8	.	.	PUNCT
fuelectenerg-12782	252	1	460	460	NUM
fuelectenerg-12782	252	2	-	-	SYM
fuelectenerg-12782	252	3	462	462	NUM
fuelectenerg-12782	252	4	,	,	PUNCT
fuelectenerg-12782	252	5	2002	2002	NUM
fuelectenerg-12782	252	6	.	.	PUNCT
fuelectenerg-12782	253	1	[	[	X
fuelectenerg-12782	253	2	15	15	NUM
fuelectenerg-12782	253	3	]	]	X
fuelectenerg-12782	253	4	r.	r.	PROPN
fuelectenerg-12782	253	5	k.	k.	PROPN
fuelectenerg-12782	253	6	mishra	mishra	PROPN
fuelectenerg-12782	253	7	and	and	CCONJ
fuelectenerg-12782	253	8	a.	a.	PROPN
fuelectenerg-12782	253	9	patnaik	patnaik	PROPN
fuelectenerg-12782	253	10	,	,	PUNCT
fuelectenerg-12782	253	11	"	"	PUNCT
fuelectenerg-12782	253	12	designing	design	VERB
fuelectenerg-12782	253	13	rectangular	rectangular	ADJ
fuelectenerg-12782	253	14	patch	patch	NOUN
fuelectenerg-12782	253	15	antenna	antenna	NOUN
fuelectenerg-12782	253	16	using	use	VERB
fuelectenerg-12782	253	17	the	the	DET
fuelectenerg-12782	253	18	nurospectral	nurospectral	ADJ
fuelectenerg-12782	253	19	method	method	NOUN
fuelectenerg-12782	253	20	"	"	PUNCT
fuelectenerg-12782	253	21	,	,	PUNCT
fuelectenerg-12782	253	22	ieee	ieee	PROPN
fuelectenerg-12782	253	23	trans	trans	PROPN
fuelectenerg-12782	253	24	.	.	PUNCT
fuelectenerg-12782	254	1	antennas	antennas	PROPN
fuelectenerg-12782	254	2	propag	propag	PROPN
fuelectenerg-12782	254	3	.	.	PUNCT
fuelectenerg-12782	255	1	,	,	PUNCT
fuelectenerg-12782	255	2	vol	vol	NOUN
fuelectenerg-12782	255	3	.	.	PROPN
fuelectenerg-12782	256	1	51	51	NUM
fuelectenerg-12782	256	2	,	,	PUNCT
fuelectenerg-12782	256	3	no	no	INTJ
fuelectenerg-12782	256	4	.	.	NOUN
fuelectenerg-12782	256	5	8	8	NUM
fuelectenerg-12782	256	6	,	,	PUNCT
fuelectenerg-12782	256	7	pp	pp	ADJ
fuelectenerg-12782	256	8	.	.	PUNCT
fuelectenerg-12782	257	1	1914	1914	NUM
fuelectenerg-12782	257	2	-	-	SYM
fuelectenerg-12782	257	3	1921	1921	NUM
fuelectenerg-12782	257	4	,	,	PUNCT
fuelectenerg-12782	257	5	2003	2003	NUM
fuelectenerg-12782	257	6	.	.	PUNCT
fuelectenerg-12782	258	1	[	[	X
fuelectenerg-12782	258	2	16	16	NUM
fuelectenerg-12782	258	3	]	]	PUNCT
fuelectenerg-12782	258	4	k.	k.	PROPN
fuelectenerg-12782	258	5	guney	guney	PROPN
fuelectenerg-12782	258	6	and	and	CCONJ
fuelectenerg-12782	258	7	n.	n.	PROPN
fuelectenerg-12782	258	8	sarikaya	sarikaya	PROPN
fuelectenerg-12782	258	9	,	,	PUNCT
fuelectenerg-12782	258	10	"	"	PUNCT
fuelectenerg-12782	258	11	a	a	DET
fuelectenerg-12782	258	12	hybrid	hybrid	ADJ
fuelectenerg-12782	258	13	method	method	NOUN
fuelectenerg-12782	258	14	based	base	VERB
fuelectenerg-12782	258	15	on	on	ADP
fuelectenerg-12782	258	16	combining	combine	VERB
fuelectenerg-12782	258	17	artificial	artificial	ADJ
fuelectenerg-12782	258	18	neural	neural	ADJ
fuelectenerg-12782	258	19	network	network	NOUN
fuelectenerg-12782	258	20	and	and	CCONJ
fuelectenerg-12782	258	21	fuzzy	fuzzy	ADJ
fuelectenerg-12782	258	22	inference	inference	NOUN
fuelectenerg-12782	258	23	system	system	NOUN
fuelectenerg-12782	258	24	for	for	ADP
fuelectenerg-12782	258	25	simultaneous	simultaneous	ADJ
fuelectenerg-12782	258	26	computation	computation	NOUN
fuelectenerg-12782	258	27	of	of	ADP
fuelectenerg-12782	258	28	resonant	resonant	ADJ
fuelectenerg-12782	258	29	frequencies	frequency	NOUN
fuelectenerg-12782	258	30	of	of	ADP
fuelectenerg-12782	258	31	rectangular	rectangular	ADJ
fuelectenerg-12782	258	32	,	,	PUNCT
fuelectenerg-12782	258	33	circular	circular	ADJ
fuelectenerg-12782	258	34	and	and	CCONJ
fuelectenerg-12782	258	35	triangular	triangular	NOUN
fuelectenerg-12782	258	36	microstrip	microstrip	NOUN
fuelectenerg-12782	258	37	antennas	antenna	NOUN
fuelectenerg-12782	258	38	"	"	PUNCT
fuelectenerg-12782	258	39	,	,	PUNCT
fuelectenerg-12782	258	40	ieee	ieee	PROPN
fuelectenerg-12782	258	41	trans	trans	PROPN
fuelectenerg-12782	258	42	.	.	PUNCT
fuelectenerg-12782	259	1	antennas	antennas	PROPN
fuelectenerg-12782	259	2	propag	propag	PROPN
fuelectenerg-12782	259	3	.	.	PUNCT
fuelectenerg-12782	259	4	,	,	PUNCT
fuelectenerg-12782	259	5	vol	vol	NOUN
fuelectenerg-12782	259	6	.	.	PROPN
fuelectenerg-12782	260	1	55	55	NUM
fuelectenerg-12782	260	2	,	,	PUNCT
fuelectenerg-12782	260	3	pp	pp	ADJ
fuelectenerg-12782	260	4	.	.	PUNCT
fuelectenerg-12782	261	1	659	659	NUM
fuelectenerg-12782	261	2	-	-	SYM
fuelectenerg-12782	261	3	668	668	NUM
fuelectenerg-12782	261	4	,	,	PUNCT
fuelectenerg-12782	261	5	2007	2007	NUM
fuelectenerg-12782	261	6	.	.	PUNCT
fuelectenerg-12782	262	1	[	[	X
fuelectenerg-12782	262	2	17	17	NUM
fuelectenerg-12782	262	3	]	]	PUNCT
fuelectenerg-12782	262	4	s.	s.	PROPN
fuelectenerg-12782	262	5	s.	s.	PROPN
fuelectenerg-12782	262	6	pattnaik	pattnaik	PROPN
fuelectenerg-12782	262	7	,	,	PUNCT
fuelectenerg-12782	262	8	b.	b.	PROPN
fuelectenerg-12782	262	9	khuntia	khuntia	PROPN
fuelectenerg-12782	262	10	,	,	PUNCT
fuelectenerg-12782	262	11	c.	c.	PROPN
fuelectenerg-12782	262	12	dhruba	dhruba	ADJ
fuelectenerg-12782	262	13	panda	panda	NOUN
fuelectenerg-12782	262	14	,	,	PUNCT
fuelectenerg-12782	262	15	k.	k.	PROPN
fuelectenerg-12782	262	16	dipak	dipak	PROPN
fuelectenerg-12782	262	17	neog	neog	PROPN
fuelectenerg-12782	262	18	,	,	PUNCT
fuelectenerg-12782	262	19	s.	s.	PROPN
fuelectenerg-12782	262	20	devi	devi	PROPN
fuelectenerg-12782	262	21	and	and	CCONJ
fuelectenerg-12782	262	22	malay	malay	PROPN
fuelectenerg-12782	262	23	dutta	dutta	PROPN
fuelectenerg-12782	262	24	,	,	PUNCT
fuelectenerg-12782	262	25	"	"	PUNCT
fuelectenerg-12782	262	26	application	application	NOUN
fuelectenerg-12782	262	27	of	of	ADP
fuelectenerg-12782	262	28	a	a	DET
fuelectenerg-12782	262	29	genetic	genetic	ADJ
fuelectenerg-12782	262	30	algorithm	algorithm	NOUN
fuelectenerg-12782	262	31	in	in	ADP
fuelectenerg-12782	262	32	an	an	DET
fuelectenerg-12782	262	33	artificial	artificial	ADJ
fuelectenerg-12782	262	34	neural	neural	ADJ
fuelectenerg-12782	262	35	network	network	NOUN
fuelectenerg-12782	262	36	to	to	PART
fuelectenerg-12782	262	37	calculate	calculate	VERB
fuelectenerg-12782	262	38	the	the	DET
fuelectenerg-12782	262	39	resonant	resonant	ADJ
fuelectenerg-12782	262	40	frequency	frequency	NOUN
fuelectenerg-12782	262	41	of	of	ADP
fuelectenerg-12782	262	42	a	a	DET
fuelectenerg-12782	262	43	tunable	tunable	ADJ
fuelectenerg-12782	262	44	single	single	ADJ
fuelectenerg-12782	262	45	-	-	PUNCT
fuelectenerg-12782	262	46	shorting	shorting	NOUN
fuelectenerg-12782	262	47	-	-	PUNCT
fuelectenerg-12782	262	48	post	post	NOUN
fuelectenerg-12782	262	49	rectangular	rectangular	ADJ
fuelectenerg-12782	262	50	-	-	PUNCT
fuelectenerg-12782	262	51	patch	patch	NOUN
fuelectenerg-12782	262	52	antenna	antenna	NOUN
fuelectenerg-12782	262	53	"	"	PUNCT
fuelectenerg-12782	262	54	,	,	PUNCT
fuelectenerg-12782	262	55	int	int	PROPN
fuelectenerg-12782	262	56	.	.	PUNCT
fuelectenerg-12782	263	1	j.	j.	PROPN
fuelectenerg-12782	263	2	rf	rf	PROPN
fuelectenerg-12782	263	3	microw	microw	NOUN
fuelectenerg-12782	263	4	.	.	PUNCT
fuelectenerg-12782	263	5	comput.-aided	comput.-aided	PROPN
fuelectenerg-12782	264	1	eng	eng	PROPN
fuelectenerg-12782	264	2	.	.	PROPN
fuelectenerg-12782	264	3	,	,	PUNCT
fuelectenerg-12782	264	4	vol	vol	NOUN
fuelectenerg-12782	264	5	.	.	PROPN
fuelectenerg-12782	264	6	20	20	NUM
fuelectenerg-12782	264	7	,	,	PUNCT
fuelectenerg-12782	264	8	pp	pp	ADJ
fuelectenerg-12782	264	9	.	.	PUNCT
fuelectenerg-12782	265	1	142	142	NUM
fuelectenerg-12782	265	2	-	-	SYM
fuelectenerg-12782	265	3	145	145	NUM
fuelectenerg-12782	265	4	,	,	PUNCT
fuelectenerg-12782	265	5	2004	2004	NUM
fuelectenerg-12782	265	6	.	.	PUNCT
fuelectenerg-12782	266	1	[	[	X
fuelectenerg-12782	266	2	18	18	NUM
fuelectenerg-12782	266	3	]	]	X
fuelectenerg-12782	266	4	v.	v.	PROPN
fuelectenerg-12782	266	5	v.	v.	ADP
fuelectenerg-12782	266	6	thakare	thakare	NOUN
fuelectenerg-12782	266	7	and	and	CCONJ
fuelectenerg-12782	266	8	p.	p.	PROPN
fuelectenerg-12782	266	9	singhal	singhal	PROPN
fuelectenerg-12782	266	10	,	,	PUNCT
fuelectenerg-12782	266	11	"	"	PUNCT
fuelectenerg-12782	266	12	microstrip	microstrip	NOUN
fuelectenerg-12782	266	13	antenna	antenna	NOUN
fuelectenerg-12782	266	14	design	design	NOUN
fuelectenerg-12782	266	15	using	use	VERB
fuelectenerg-12782	266	16	artificial	artificial	ADJ
fuelectenerg-12782	266	17	neural	neural	ADJ
fuelectenerg-12782	266	18	networks	network	NOUN
fuelectenerg-12782	266	19	"	"	PUNCT
fuelectenerg-12782	266	20	,	,	PUNCT
fuelectenerg-12782	266	21	int	int	PROPN
fuelectenerg-12782	266	22	.	.	PUNCT
fuelectenerg-12782	267	1	j.	j.	PROPN
fuelectenerg-12782	267	2	rf	rf	PROPN
fuelectenerg-12782	267	3	microw	microw	NOUN
fuelectenerg-12782	267	4	.	.	PUNCT
fuelectenerg-12782	267	5	comput.-aided	comput.-aided	PROPN
fuelectenerg-12782	268	1	eng	eng	PROPN
fuelectenerg-12782	268	2	.	.	PROPN
fuelectenerg-12782	268	3	,	,	PUNCT
fuelectenerg-12782	268	4	vol	vol	NOUN
fuelectenerg-12782	268	5	.	.	PROPN
fuelectenerg-12782	268	6	20	20	NUM
fuelectenerg-12782	268	7	,	,	PUNCT
fuelectenerg-12782	268	8	pp	pp	ADJ
fuelectenerg-12782	268	9	.	.	PUNCT
fuelectenerg-12782	269	1	76	76	NUM
fuelectenerg-12782	269	2	-	-	SYM
fuelectenerg-12782	269	3	86	86	NUM
fuelectenerg-12782	269	4	,	,	PUNCT
fuelectenerg-12782	269	5	2010	2010	NUM
fuelectenerg-12782	269	6	.	.	PUNCT
fuelectenerg-12782	270	1	[	[	X
fuelectenerg-12782	270	2	19	19	NUM
fuelectenerg-12782	270	3	]	]	X
fuelectenerg-12782	270	4	b.	b.	PROPN
fuelectenerg-12782	270	5	s.	s.	PROPN
fuelectenerg-12782	270	6	dhaliwal	dhaliwal	PROPN
fuelectenerg-12782	270	7	and	and	CCONJ
fuelectenerg-12782	270	8	s.	s.	PROPN
fuelectenerg-12782	270	9	s.	s.	PROPN
fuelectenerg-12782	270	10	pattnaik	pattnaik	PROPN
fuelectenerg-12782	270	11	,	,	PUNCT
fuelectenerg-12782	270	12	"	"	PUNCT
fuelectenerg-12782	270	13	artificial	artificial	ADJ
fuelectenerg-12782	270	14	neural	neural	ADJ
fuelectenerg-12782	270	15	network	network	NOUN
fuelectenerg-12782	270	16	analysis	analysis	NOUN
fuelectenerg-12782	270	17	of	of	ADP
fuelectenerg-12782	270	18	sierpinski	sierpinski	ADJ
fuelectenerg-12782	270	19	gasket	gasket	NOUN
fuelectenerg-12782	270	20	fractal	fractal	ADJ
fuelectenerg-12782	270	21	antenna	antenna	NOUN
fuelectenerg-12782	270	22	:	:	PUNCT
fuelectenerg-12782	270	23	a	a	DET
fuelectenerg-12782	270	24	low	low	ADJ
fuelectenerg-12782	270	25	cost	cost	NOUN
fuelectenerg-12782	270	26	alternative	alternative	NOUN
fuelectenerg-12782	270	27	to	to	ADP
fuelectenerg-12782	270	28	experimentation	experimentation	NOUN
fuelectenerg-12782	270	29	"	"	PUNCT
fuelectenerg-12782	270	30	,	,	PUNCT
fuelectenerg-12782	270	31	adv	adv	PROPN
fuelectenerg-12782	270	32	.	.	PUNCT
fuelectenerg-12782	270	33	artif	artif	PROPN
fuelectenerg-12782	270	34	.	.	PUNCT
fuelectenerg-12782	271	1	neural	neural	ADJ
fuelectenerg-12782	271	2	syst	syst	PROPN
fuelectenerg-12782	271	3	.	.	PUNCT
fuelectenerg-12782	271	4	,	,	PUNCT
fuelectenerg-12782	271	5	vol	vol	NOUN
fuelectenerg-12782	271	6	.	.	PROPN
fuelectenerg-12782	271	7	2013	2013	NUM
fuelectenerg-12782	271	8	,	,	PUNCT
fuelectenerg-12782	271	9	p.	p.	NOUN
fuelectenerg-12782	271	10	560969	560969	NUM
fuelectenerg-12782	271	11	,	,	PUNCT
fuelectenerg-12782	271	12	2013	2013	NUM
fuelectenerg-12782	271	13	.	.	PUNCT
fuelectenerg-12782	272	1	[	[	X
fuelectenerg-12782	272	2	20	20	NUM
fuelectenerg-12782	272	3	]	]	PUNCT
fuelectenerg-12782	272	4	l.-y	l.-y	NOUN
fuelectenerg-12782	272	5	.	.	PUNCT
fuelectenerg-12782	273	1	xiao	xiao	PROPN
fuelectenerg-12782	273	2	,	,	PUNCT
fuelectenerg-12782	273	3	w.	w.	PROPN
fuelectenerg-12782	273	4	shao	shao	PROPN
fuelectenerg-12782	273	5	,	,	PUNCT
fuelectenerg-12782	273	6	f.-l	f.-l	PROPN
fuelectenerg-12782	273	7	.	.	PUNCT
fuelectenerg-12782	274	1	jin	jin	NOUN
fuelectenerg-12782	274	2	and	and	CCONJ
fuelectenerg-12782	274	3	b.-z	b.-z	PROPN
fuelectenerg-12782	274	4	wang	wang	PROPN
fuelectenerg-12782	274	5	,	,	PUNCT
fuelectenerg-12782	274	6	"	"	PUNCT
fuelectenerg-12782	274	7	multiparameter	multiparameter	VERB
fuelectenerg-12782	274	8	modeling	modeling	NOUN
fuelectenerg-12782	274	9	with	with	ADP
fuelectenerg-12782	274	10	ann	ann	PROPN
fuelectenerg-12782	274	11	for	for	ADP
fuelectenerg-12782	274	12	antenna	antenna	NOUN
fuelectenerg-12782	274	13	design	design	NOUN
fuelectenerg-12782	274	14	,	,	PUNCT
fuelectenerg-12782	274	15	ieee	ieee	NOUN
fuelectenerg-12782	274	16	trans	tran	NOUN
fuelectenerg-12782	274	17	.	.	PUNCT
fuelectenerg-12782	275	1	antennas	antennas	PROPN
fuelectenerg-12782	275	2	propag	propag	PROPN
fuelectenerg-12782	275	3	.	.	PUNCT
fuelectenerg-12782	276	1	,	,	PUNCT
fuelectenerg-12782	276	2	vol	vol	NOUN
fuelectenerg-12782	276	3	.	.	PROPN
fuelectenerg-12782	277	1	66	66	NUM
fuelectenerg-12782	277	2	,	,	PUNCT
fuelectenerg-12782	277	3	no	no	INTJ
fuelectenerg-12782	277	4	.	.	NOUN
fuelectenerg-12782	277	5	7	7	NUM
fuelectenerg-12782	277	6	,	,	PUNCT
fuelectenerg-12782	277	7	pp	pp	ADJ
fuelectenerg-12782	277	8	.	.	PUNCT
fuelectenerg-12782	278	1	3718	3718	NUM
fuelectenerg-12782	278	2	-	-	SYM
fuelectenerg-12782	278	3	3723	3723	NUM
fuelectenerg-12782	278	4	,	,	PUNCT
fuelectenerg-12782	278	5	2018	2018	NUM
fuelectenerg-12782	278	6	.	.	PUNCT
fuelectenerg-12782	279	1	analysis	analysis	NOUN
fuelectenerg-12782	279	2	of	of	ADP
fuelectenerg-12782	279	3	dgs	dgs	NOUN
fuelectenerg-12782	279	4	based	base	VERB
fuelectenerg-12782	279	5	rectangular	rectangular	ADJ
fuelectenerg-12782	279	6	patch	patch	NOUN
fuelectenerg-12782	279	7	antenna	antenna	NOUN
fuelectenerg-12782	279	8	with	with	ADP
fuelectenerg-12782	279	9	artificial	artificial	ADJ
fuelectenerg-12782	279	10	neural	neural	ADJ
fuelectenerg-12782	279	11	network	network	NOUN
fuelectenerg-12782	279	12	...	...	PUNCT
fuelectenerg-12782	279	13	69	69	NUM
fuelectenerg-12782	280	1	[	[	X
fuelectenerg-12782	280	2	21	21	NUM
fuelectenerg-12782	280	3	]	]	X
fuelectenerg-12782	280	4	r.	r.	PROPN
fuelectenerg-12782	280	5	kumar	kumar	PROPN
fuelectenerg-12782	280	6	,	,	PUNCT
fuelectenerg-12782	280	7	p.	p.	PROPN
fuelectenerg-12782	280	8	kumar	kumar	PROPN
fuelectenerg-12782	280	9	,	,	PUNCT
fuelectenerg-12782	280	10	s.	s.	PROPN
fuelectenerg-12782	280	11	singh	singh	PROPN
fuelectenerg-12782	280	12	and	and	CCONJ
fuelectenerg-12782	280	13	r.	r.	PROPN
fuelectenerg-12782	280	14	vijay	vijay	PROPN
fuelectenerg-12782	280	15	,	,	PUNCT
fuelectenerg-12782	280	16	"	"	PUNCT
fuelectenerg-12782	280	17	fast	fast	ADJ
fuelectenerg-12782	280	18	and	and	CCONJ
fuelectenerg-12782	280	19	accurate	accurate	ADJ
fuelectenerg-12782	280	20	synthesis	synthesis	NOUN
fuelectenerg-12782	280	21	of	of	ADP
fuelectenerg-12782	280	22	frequency	frequency	NOUN
fuelectenerg-12782	280	23	reconfigurable	reconfigurable	ADJ
fuelectenerg-12782	280	24	slot	slot	NOUN
fuelectenerg-12782	280	25	antenna	antenna	NOUN
fuelectenerg-12782	280	26	of	of	ADP
fuelectenerg-12782	280	27	using	use	VERB
fuelectenerg-12782	280	28	back	back	ADP
fuelectenerg-12782	280	29	propagation	propagation	NOUN
fuelectenerg-12782	280	30	network	network	NOUN
fuelectenerg-12782	280	31	"	"	PUNCT
fuelectenerg-12782	280	32	,	,	PUNCT
fuelectenerg-12782	280	33	aeu	aeu	INTJ
fuelectenerg-12782	280	34	int	int	NOUN
fuelectenerg-12782	280	35	.	.	PUNCT
fuelectenerg-12782	281	1	j.	j.	PROPN
fuelectenerg-12782	281	2	electron	electron	PROPN
fuelectenerg-12782	281	3	.	.	PUNCT
fuelectenerg-12782	282	1	commun	commun	PROPN
fuelectenerg-12782	282	2	.	.	PROPN
fuelectenerg-12782	282	3	,	,	PUNCT
fuelectenerg-12782	282	4	vol	vol	NOUN
fuelectenerg-12782	282	5	.	.	PROPN
fuelectenerg-12782	283	1	112	112	NUM
fuelectenerg-12782	283	2	,	,	PUNCT
fuelectenerg-12782	283	3	p.	p.	NOUN
fuelectenerg-12782	283	4	15296	15296	NUM
fuelectenerg-12782	283	5	,	,	PUNCT
fuelectenerg-12782	283	6	2019	2019	NUM
fuelectenerg-12782	283	7	.	.	PUNCT
fuelectenerg-12782	284	1	[	[	X
fuelectenerg-12782	284	2	22	22	NUM
fuelectenerg-12782	284	3	]	]	PUNCT
fuelectenerg-12782	284	4	s.	s.	PROPN
fuelectenerg-12782	284	5	s.	s.	PROPN
fuelectenerg-12782	284	6	saran	saran	PROPN
fuelectenerg-12782	284	7	and	and	CCONJ
fuelectenerg-12782	284	8	j.	j.	PROPN
fuelectenerg-12782	284	9	s.	s.	PROPN
fuelectenerg-12782	284	10	sivia	sivia	PROPN
fuelectenerg-12782	284	11	,	,	PUNCT
fuelectenerg-12782	284	12	"	"	PUNCT
fuelectenerg-12782	284	13	ann	ann	PROPN
fuelectenerg-12782	284	14	and	and	CCONJ
fuelectenerg-12782	284	15	ifs	ifs	PROPN
fuelectenerg-12782	284	16	based	base	VERB
fuelectenerg-12782	284	17	wearable	wearable	ADJ
fuelectenerg-12782	284	18	hybrid	hybrid	ADJ
fuelectenerg-12782	284	19	fractal	fractal	ADJ
fuelectenerg-12782	284	20	antenna	antenna	NOUN
fuelectenerg-12782	284	21	with	with	ADP
fuelectenerg-12782	284	22	dgs	dgs	NOUN
fuelectenerg-12782	284	23	for	for	ADP
fuelectenerg-12782	284	24	s	s	PROPN
fuelectenerg-12782	284	25	,	,	PUNCT
fuelectenerg-12782	284	26	c	c	PROPN
fuelectenerg-12782	284	27	and	and	CCONJ
fuelectenerg-12782	284	28	x	x	NOUN
fuelectenerg-12782	284	29	band	band	NOUN
fuelectenerg-12782	284	30	application	application	NOUN
fuelectenerg-12782	284	31	"	"	PUNCT
fuelectenerg-12782	284	32	,	,	PUNCT
fuelectenerg-12782	284	33	aeu	aeu	PRON
fuelectenerg-12782	284	34	int	int	NOUN
fuelectenerg-12782	284	35	.	.	PUNCT
fuelectenerg-12782	285	1	j.	j.	PROPN
fuelectenerg-12782	285	2	electron	electron	PROPN
fuelectenerg-12782	285	3	.	.	PUNCT
fuelectenerg-12782	286	1	commun	commun	PROPN
fuelectenerg-12782	286	2	.	.	PROPN
fuelectenerg-12782	286	3	,	,	PUNCT
fuelectenerg-12782	286	4	vol	vol	NOUN
fuelectenerg-12782	286	5	.	.	PUNCT
fuelectenerg-12782	287	1	127	127	NUM
fuelectenerg-12782	287	2	,	,	PUNCT
fuelectenerg-12782	287	3	p.	p.	NOUN
fuelectenerg-12782	287	4	153425	153425	NUM
fuelectenerg-12782	287	5	,	,	PUNCT
fuelectenerg-12782	287	6	2020	2020	NUM
fuelectenerg-12782	287	7	.	.	PUNCT
fuelectenerg-12782	288	1	[	[	X
fuelectenerg-12782	288	2	23	23	NUM
fuelectenerg-12782	288	3	]	]	PUNCT
fuelectenerg-12782	288	4	m.	m.	PROPN
fuelectenerg-12782	288	5	f.	f.	PROPN
fuelectenerg-12782	288	6	nakmouche	nakmouche	PROPN
fuelectenerg-12782	288	7	,	,	PUNCT
fuelectenerg-12782	288	8	m.	m.	NOUN
fuelectenerg-12782	288	9	a.	a.	PROPN
fuelectenerg-12782	288	10	a.	a.	PROPN
fuelectenerg-12782	288	11	m.	m.	PROPN
fuelectenerg-12782	288	12	allam	allam	PROPN
fuelectenerg-12782	288	13	,	,	PUNCT
fuelectenerg-12782	288	14	d.	d.	PROPN
fuelectenerg-12782	288	15	e.	e.	PROPN
fuelectenerg-12782	288	16	fawzy	fawzy	PROPN
fuelectenerg-12782	288	17	,	,	PUNCT
fuelectenerg-12782	288	18	d.	d.	PROPN
fuelectenerg-12782	288	19	bing	bing	VERB
fuelectenerg-12782	288	20	lin	lin	PROPN
fuelectenerg-12782	288	21	and	and	CCONJ
fuelectenerg-12782	288	22	m.	m.	PROPN
fuelectenerg-12782	288	23	f.	f.	PROPN
fuelectenerg-12782	288	24	abo	abo	PROPN
fuelectenerg-12782	288	25	sree	sree	PROPN
fuelectenerg-12782	288	26	,	,	PUNCT
fuelectenerg-12782	288	27	"	"	PUNCT
fuelectenerg-12782	288	28	development	development	NOUN
fuelectenerg-12782	288	29	of	of	ADP
fuelectenerg-12782	288	30	hslotted	hslotte	VERB
fuelectenerg-12782	288	31	dgs	dgs	NOUN
fuelectenerg-12782	288	32	based	base	VERB
fuelectenerg-12782	288	33	dual	dual	ADJ
fuelectenerg-12782	288	34	band	band	NOUN
fuelectenerg-12782	288	35	antenna	antenna	NOUN
fuelectenerg-12782	288	36	using	use	VERB
fuelectenerg-12782	288	37	ann	ann	PROPN
fuelectenerg-12782	288	38	for	for	ADP
fuelectenerg-12782	288	39	5	5	NUM
fuelectenerg-12782	288	40	g	g	NOUN
fuelectenerg-12782	288	41	applications	application	NOUN
fuelectenerg-12782	288	42	"	"	PUNCT
fuelectenerg-12782	288	43	,	,	PUNCT
fuelectenerg-12782	288	44	in	in	ADP
fuelectenerg-12782	288	45	proceedings	proceeding	NOUN
fuelectenerg-12782	288	46	of	of	ADP
fuelectenerg-12782	288	47	the	the	DET
fuelectenerg-12782	288	48	ieee	ieee	NOUN
fuelectenerg-12782	288	49	2021	2021	NUM
fuelectenerg-12782	288	50	15th	15th	ADJ
fuelectenerg-12782	288	51	european	european	PROPN
fuelectenerg-12782	288	52	conference	conference	NOUN
fuelectenerg-12782	288	53	on	on	ADP
fuelectenerg-12782	288	54	antennas	antenna	NOUN
fuelectenerg-12782	288	55	and	and	CCONJ
fuelectenerg-12782	288	56	propagation	propagation	NOUN
fuelectenerg-12782	288	57	(	(	PUNCT
fuelectenerg-12782	288	58	eucap	eucap	NOUN
fuelectenerg-12782	288	59	)	)	PUNCT
fuelectenerg-12782	288	60	,	,	PUNCT
fuelectenerg-12782	288	61	dusseldorf	dusseldorf	PROPN
fuelectenerg-12782	288	62	,	,	PUNCT
fuelectenerg-12782	288	63	germany	germany	PROPN
fuelectenerg-12782	288	64	,	,	PUNCT
fuelectenerg-12782	288	65	2021	2021	NUM
fuelectenerg-12782	288	66	,	,	PUNCT
fuelectenerg-12782	288	67	pp	pp	ADJ
fuelectenerg-12782	288	68	.	.	PUNCT
fuelectenerg-12782	289	1	1	1	NUM
fuelectenerg-12782	289	2	-	-	SYM
fuelectenerg-12782	289	3	5	5	NUM
fuelectenerg-12782	289	4	.	.	PUNCT
fuelectenerg-12782	290	1	[	[	X
fuelectenerg-12782	290	2	24	24	NUM
fuelectenerg-12782	290	3	]	]	X
fuelectenerg-12782	290	4	d.	d.	PROPN
fuelectenerg-12782	290	5	pal	pal	PROPN
fuelectenerg-12782	290	6	,	,	PUNCT
fuelectenerg-12782	290	7	r.	r.	PROPN
fuelectenerg-12782	290	8	singhal	singhal	PROPN
fuelectenerg-12782	290	9	and	and	CCONJ
fuelectenerg-12782	290	10	a.	a.	PROPN
fuelectenerg-12782	290	11	k.	k.	PROPN
fuelectenerg-12782	290	12	bandyopadhyay	bandyopadhyay	PROPN
fuelectenerg-12782	290	13	,	,	PUNCT
fuelectenerg-12782	290	14	"	"	PUNCT
fuelectenerg-12782	290	15	parametric	parametric	ADJ
fuelectenerg-12782	290	16	optimization	optimization	NOUN
fuelectenerg-12782	290	17	of	of	ADP
fuelectenerg-12782	290	18	complementary	complementary	ADJ
fuelectenerg-12782	290	19	split	split	NOUN
fuelectenerg-12782	290	20	-	-	PUNCT
fuelectenerg-12782	290	21	ring	ring	NOUN
fuelectenerg-12782	290	22	resonator	resonator	NOUN
fuelectenerg-12782	290	23	dimensions	dimension	NOUN
fuelectenerg-12782	290	24	for	for	ADP
fuelectenerg-12782	290	25	planar	planar	ADJ
fuelectenerg-12782	290	26	antenna	antenna	NOUN
fuelectenerg-12782	290	27	size	size	NOUN
fuelectenerg-12782	290	28	miniaturization	miniaturization	NOUN
fuelectenerg-12782	290	29	"	"	PUNCT
fuelectenerg-12782	290	30	,	,	PUNCT
fuelectenerg-12782	290	31	wirel	wirel	NOUN
fuelectenerg-12782	290	32	.	.	PUNCT
fuelectenerg-12782	291	1	pers	per	NOUN
fuelectenerg-12782	291	2	.	.	PUNCT
fuelectenerg-12782	292	1	commun	commun	PROPN
fuelectenerg-12782	292	2	.	.	PUNCT
fuelectenerg-12782	292	3	;	;	PUNCT
fuelectenerg-12782	293	1	vol	vol	NOUN
fuelectenerg-12782	293	2	.	.	NOUN
fuelectenerg-12782	293	3	123	123	NUM
fuelectenerg-12782	293	4	,	,	PUNCT
fuelectenerg-12782	293	5	pp	pp	ADJ
fuelectenerg-12782	293	6	.	.	PUNCT
fuelectenerg-12782	294	1	1897	1897	NUM
fuelectenerg-12782	294	2	-	-	SYM
fuelectenerg-12782	294	3	1911	1911	NUM
fuelectenerg-12782	294	4	,	,	PUNCT
fuelectenerg-12782	294	5	2022	2022	NUM
fuelectenerg-12782	294	6	.	.	PUNCT
fuelectenerg-12782	295	1	[	[	X
fuelectenerg-12782	295	2	25	25	NUM
fuelectenerg-12782	295	3	]	]	PUNCT
fuelectenerg-12782	295	4	m.	m.	NOUN
fuelectenerg-12782	295	5	a.	a.	PROPN
fuelectenerg-12782	295	6	lahiani	lahiani	PROPN
fuelectenerg-12782	295	7	,	,	PUNCT
fuelectenerg-12782	295	8	z.	z.	PROPN
fuelectenerg-12782	295	9	raida	raida	PROPN
fuelectenerg-12782	295	10	,	,	PUNCT
fuelectenerg-12782	295	11	j.	j.	PROPN
fuelectenerg-12782	295	12	veselý	veselý	PROPN
fuelectenerg-12782	295	13	and	and	CCONJ
fuelectenerg-12782	295	14	j.	j.	PROPN
fuelectenerg-12782	295	15	olivová	olivová	PROPN
fuelectenerg-12782	295	16	,	,	PUNCT
fuelectenerg-12782	295	17	"	"	PUNCT
fuelectenerg-12782	295	18	pre	pre	ADJ
fuelectenerg-12782	295	19	-	-	NOUN
fuelectenerg-12782	295	20	design	design	NOUN
fuelectenerg-12782	295	21	of	of	ADP
fuelectenerg-12782	295	22	multi	multi	ADJ
fuelectenerg-12782	295	23	-	-	ADJ
fuelectenerg-12782	295	24	band	band	ADJ
fuelectenerg-12782	295	25	planar	planar	ADJ
fuelectenerg-12782	295	26	antennas	antenna	NOUN
fuelectenerg-12782	295	27	by	by	ADP
fuelectenerg-12782	295	28	artificial	artificial	ADJ
fuelectenerg-12782	295	29	neural	neural	ADJ
fuelectenerg-12782	295	30	networks	network	NOUN
fuelectenerg-12782	295	31	"	"	PUNCT
fuelectenerg-12782	295	32	,	,	PUNCT
fuelectenerg-12782	295	33	electronics	electronic	NOUN
fuelectenerg-12782	295	34	,	,	PUNCT
fuelectenerg-12782	295	35	vol	vol	NOUN
fuelectenerg-12782	295	36	.	.	PROPN
fuelectenerg-12782	295	37	12	12	NUM
fuelectenerg-12782	295	38	,	,	PUNCT
fuelectenerg-12782	295	39	no	no	INTJ
fuelectenerg-12782	295	40	.	.	NOUN
fuelectenerg-12782	295	41	6	6	NUM
fuelectenerg-12782	295	42	,	,	PUNCT
fuelectenerg-12782	295	43	p.	p.	NOUN
fuelectenerg-12782	295	44	1345	1345	NUM
fuelectenerg-12782	295	45	,	,	PUNCT
fuelectenerg-12782	295	46	2023	2023	NUM
fuelectenerg-12782	295	47	.	.	PUNCT
fuelectenerg-12782	296	1	[	[	X
fuelectenerg-12782	296	2	26	26	NUM
fuelectenerg-12782	296	3	]	]	PUNCT
fuelectenerg-12782	296	4	b.	b.	PROPN
fuelectenerg-12782	296	5	dokmeta	dokmeta	PROPN
fuelectenerg-12782	296	6	and	and	CCONJ
fuelectenerg-12782	296	7	m.	m.	PROPN
fuelectenerg-12782	296	8	a.	a.	PROPN
fuelectenerg-12782	296	9	belen	belen	PROPN
fuelectenerg-12782	296	10	,	,	PUNCT
fuelectenerg-12782	296	11	"	"	PUNCT
fuelectenerg-12782	296	12	microstrip	microstrip	NOUN
fuelectenerg-12782	296	13	antenna	antenna	NOUN
fuelectenerg-12782	296	14	design	design	NOUN
fuelectenerg-12782	296	15	for	for	ADP
fuelectenerg-12782	296	16	2.4	2.4	NUM
fuelectenerg-12782	296	17	ghz	ghz	NOUN
fuelectenerg-12782	296	18	rf	rf	NOUN
fuelectenerg-12782	296	19	energy	energy	NOUN
fuelectenerg-12782	296	20	harvesting	harvesting	NOUN
fuelectenerg-12782	296	21	circuits	circuit	NOUN
fuelectenerg-12782	296	22	with	with	ADP
fuelectenerg-12782	296	23	artificial	artificial	ADJ
fuelectenerg-12782	296	24	neural	neural	ADJ
fuelectenerg-12782	296	25	networks	network	NOUN
fuelectenerg-12782	296	26	"	"	PUNCT
fuelectenerg-12782	296	27	,	,	PUNCT
fuelectenerg-12782	296	28	j.	j.	PROPN
fuelectenerg-12782	296	29	artif	artif	PROPN
fuelectenerg-12782	296	30	.	.	PUNCT
fuelectenerg-12782	297	1	intell	intell	PROPN
fuelectenerg-12782	297	2	.	.	PUNCT
fuelectenerg-12782	298	1	data	data	PROPN
fuelectenerg-12782	298	2	sci	sci	PROPN
fuelectenerg-12782	298	3	.	.	PUNCT
fuelectenerg-12782	299	1	(	(	PUNCT
fuelectenerg-12782	299	2	jaida	jaida	NOUN
fuelectenerg-12782	299	3	)	)	PUNCT
fuelectenerg-12782	299	4	,	,	PUNCT
fuelectenerg-12782	299	5	vol	vol	NOUN
fuelectenerg-12782	299	6	.	.	PROPN
fuelectenerg-12782	299	7	4	4	NUM
fuelectenerg-12782	299	8	,	,	PUNCT
fuelectenerg-12782	299	9	no	no	INTJ
fuelectenerg-12782	299	10	.	.	NOUN
fuelectenerg-12782	299	11	1	1	NUM
fuelectenerg-12782	299	12	,	,	PUNCT
fuelectenerg-12782	299	13	pp	pp	ADJ
fuelectenerg-12782	299	14	.	.	PUNCT
fuelectenerg-12782	300	1	33	33	NUM
fuelectenerg-12782	300	2	-	-	SYM
fuelectenerg-12782	300	3	38	38	NUM
fuelectenerg-12782	300	4	,	,	PUNCT
fuelectenerg-12782	300	5	2024	2024	NUM
fuelectenerg-12782	300	6	.	.	PUNCT
fuelectenerg-12782	301	1	[	[	X
fuelectenerg-12782	301	2	27	27	NUM
fuelectenerg-12782	301	3	]	]	PUNCT
fuelectenerg-12782	301	4	q.	q.	PROPN
fuelectenerg-12782	301	5	j.	j.	PROPN
fuelectenerg-12782	301	6	zhang	zhang	PROPN
fuelectenerg-12782	301	7	,	,	PUNCT
fuelectenerg-12782	301	8	k.	k.	PROPN
fuelectenerg-12782	301	9	c.	c.	PROPN
fuelectenerg-12782	301	10	gupta	gupta	PROPN
fuelectenerg-12782	301	11	and	and	CCONJ
fuelectenerg-12782	301	12	v.	v.	PROPN
fuelectenerg-12782	301	13	k.	k.	PROPN
fuelectenerg-12782	301	14	devabhaktuni	devabhaktuni	PROPN
fuelectenerg-12782	301	15	,	,	PUNCT
fuelectenerg-12782	301	16	"	"	PUNCT
fuelectenerg-12782	301	17	artificial	artificial	ADJ
fuelectenerg-12782	301	18	neural	neural	ADJ
fuelectenerg-12782	301	19	networks	network	NOUN
fuelectenerg-12782	301	20	for	for	ADP
fuelectenerg-12782	301	21	rf	rf	NOUN
fuelectenerg-12782	301	22	and	and	CCONJ
fuelectenerg-12782	301	23	microwave	microwave	NOUN
fuelectenerg-12782	301	24	design	design	NOUN
fuelectenerg-12782	301	25	—	—	PUNCT
fuelectenerg-12782	301	26	from	from	ADP
fuelectenerg-12782	301	27	theory	theory	NOUN
fuelectenerg-12782	301	28	to	to	AUX
fuelectenerg-12782	301	29	practice	practice	VERB
fuelectenerg-12782	301	30	"	"	PUNCT
fuelectenerg-12782	301	31	,	,	PUNCT
fuelectenerg-12782	301	32	ieee	ieee	PROPN
fuelectenerg-12782	301	33	trans	trans	PROPN
fuelectenerg-12782	301	34	.	.	PUNCT
fuelectenerg-12782	302	1	microw	microw	PROPN
fuelectenerg-12782	302	2	.	.	PUNCT
fuelectenerg-12782	303	1	theory	theory	NOUN
fuelectenerg-12782	303	2	techn	techn	VERB
fuelectenerg-12782	303	3	.	.	PROPN
fuelectenerg-12782	304	1	,	,	PUNCT
fuelectenerg-12782	304	2	vol	vol	NOUN
fuelectenerg-12782	304	3	.	.	PROPN
fuelectenerg-12782	305	1	51	51	NUM
fuelectenerg-12782	305	2	,	,	PUNCT
fuelectenerg-12782	305	3	no	no	INTJ
fuelectenerg-12782	305	4	.	.	NOUN
fuelectenerg-12782	305	5	4	4	NUM
fuelectenerg-12782	305	6	,	,	PUNCT
fuelectenerg-12782	305	7	pp	pp	ADJ
fuelectenerg-12782	305	8	.	.	PUNCT
fuelectenerg-12782	306	1	1339	1339	NUM
fuelectenerg-12782	306	2	-	-	SYM
fuelectenerg-12782	306	3	1350	1350	NUM
fuelectenerg-12782	306	4	,	,	PUNCT
fuelectenerg-12782	306	5	2003	2003	NUM
fuelectenerg-12782	306	6	.	.	PUNCT
fuelectenerg-12782	307	1	[	[	X
fuelectenerg-12782	307	2	28	28	NUM
fuelectenerg-12782	307	3	]	]	X
fuelectenerg-12782	307	4	e.	e.	PROPN
fuelectenerg-12782	307	5	wang	wang	PROPN
fuelectenerg-12782	307	6	and	and	CCONJ
fuelectenerg-12782	307	7	q.j	q.j	PROPN
fuelectenerg-12782	307	8	.	.	PROPN
fuelectenerg-12782	307	9	zhang	zhang	PROPN
fuelectenerg-12782	307	10	,	,	PUNCT
fuelectenerg-12782	307	11	"	"	PUNCT
fuelectenerg-12782	307	12	knowledge	knowledge	NOUN
fuelectenerg-12782	307	13	-	-	PUNCT
fuelectenerg-12782	307	14	based	base	VERB
fuelectenerg-12782	307	15	neural	neural	ADJ
fuelectenerg-12782	307	16	models	model	NOUN
fuelectenerg-12782	307	17	for	for	ADP
fuelectenerg-12782	307	18	microwave	microwave	NOUN
fuelectenerg-12782	307	19	design	design	NOUN
fuelectenerg-12782	307	20	"	"	PUNCT
fuelectenerg-12782	307	21	,	,	PUNCT
fuelectenerg-12782	307	22	ieee	ieee	PROPN
fuelectenerg-12782	307	23	trans	trans	PROPN
fuelectenerg-12782	307	24	.	.	PUNCT
fuelectenerg-12782	308	1	microw	microw	PROPN
fuelectenerg-12782	308	2	.	.	PUNCT
fuelectenerg-12782	309	1	theory	theory	NOUN
fuelectenerg-12782	309	2	techn	techn	VERB
fuelectenerg-12782	309	3	.	.	PROPN
fuelectenerg-12782	309	4	,	,	PUNCT
fuelectenerg-12782	309	5	vol	vol	NOUN
fuelectenerg-12782	309	6	.	.	PUNCT
fuelectenerg-12782	310	1	mtt-45	mtt-45	NOUN
fuelectenerg-12782	310	2	,	,	PUNCT
fuelectenerg-12782	310	3	pp	pp	ADJ
fuelectenerg-12782	310	4	.	.	PUNCT
fuelectenerg-12782	311	1	2333–2343	2333–2343	NUM
fuelectenerg-12782	311	2	,	,	PUNCT
fuelectenerg-12782	311	3	1997	1997	NUM
fuelectenerg-12782	311	4	.	.	PUNCT
fuelectenerg-12782	312	1	[	[	X
fuelectenerg-12782	312	2	29	29	NUM
fuelectenerg-12782	312	3	]	]	X
fuelectenerg-12782	312	4	g.	g.	PROPN
fuelectenerg-12782	312	5	m.	m.	PROPN
fuelectenerg-12782	312	6	khan	khan	PROPN
fuelectenerg-12782	312	7	,	,	PUNCT
fuelectenerg-12782	312	8	artificial	artificial	ADJ
fuelectenerg-12782	312	9	neural	neural	ADJ
fuelectenerg-12782	312	10	network	network	NOUN
fuelectenerg-12782	312	11	(	(	PUNCT
fuelectenerg-12782	312	12	anns	anns	PROPN
fuelectenerg-12782	312	13	)	)	PUNCT
fuelectenerg-12782	312	14	in	in	ADP
fuelectenerg-12782	312	15	studies	study	NOUN
fuelectenerg-12782	312	16	in	in	ADP
fuelectenerg-12782	312	17	computational	computational	ADJ
fuelectenerg-12782	312	18	intelligence	intelligence	NOUN
fuelectenerg-12782	312	19	,	,	PUNCT
fuelectenerg-12782	312	20	springer	springer	NOUN
fuelectenerg-12782	312	21	,	,	PUNCT
fuelectenerg-12782	312	22	cham	cham	NOUN
fuelectenerg-12782	312	23	,	,	PUNCT
fuelectenerg-12782	312	24	2018	2018	NUM
fuelectenerg-12782	312	25	.	.	PUNCT
fuelectenerg-12782	313	1	[	[	X
fuelectenerg-12782	313	2	30	30	NUM
fuelectenerg-12782	313	3	]	]	X
fuelectenerg-12782	313	4	p.	p.	NOUN
fuelectenerg-12782	313	5	m.	m.	NOUN
fuelectenerg-12782	313	6	buscema	buscema	PROPN
fuelectenerg-12782	313	7	,	,	PUNCT
fuelectenerg-12782	313	8	g.	g.	PROPN
fuelectenerg-12782	313	9	massini	massini	PROPN
fuelectenerg-12782	313	10	,	,	PUNCT
fuelectenerg-12782	313	11	m.	m.	NOUN
fuelectenerg-12782	313	12	breda	breda	PROPN
fuelectenerg-12782	313	13	,	,	PUNCT
fuelectenerg-12782	313	14	w.	w.	PROPN
fuelectenerg-12782	313	15	a.	a.	PROPN
fuelectenerg-12782	313	16	lodwick	lodwick	PROPN
fuelectenerg-12782	313	17	,	,	PUNCT
fuelectenerg-12782	313	18	f.	f.	PROPN
fuelectenerg-12782	313	19	newman	newman	PROPN
fuelectenerg-12782	313	20	and	and	CCONJ
fuelectenerg-12782	313	21	m.	m.	PROPN
fuelectenerg-12782	313	22	asadi	asadi	PROPN
fuelectenerg-12782	313	23	-	-	PUNCT
fuelectenerg-12782	313	24	zeydabadi	zeydabadi	NOUN
fuelectenerg-12782	313	25	,	,	PUNCT
fuelectenerg-12782	313	26	artificial	artificial	ADJ
fuelectenerg-12782	313	27	neural	neural	ADJ
fuelectenerg-12782	313	28	networks	network	NOUN
fuelectenerg-12782	313	29	in	in	ADP
fuelectenerg-12782	313	30	artificial	artificial	ADJ
fuelectenerg-12782	313	31	adaptive	adaptive	ADJ
fuelectenerg-12782	313	32	systems	system	NOUN
fuelectenerg-12782	313	33	using	use	VERB
fuelectenerg-12782	313	34	auto	auto	NOUN
fuelectenerg-12782	313	35	contractive	contractive	ADJ
fuelectenerg-12782	313	36	maps	map	NOUN
fuelectenerg-12782	313	37	.	.	PUNCT
fuelectenerg-12782	314	1	studies	study	NOUN
fuelectenerg-12782	314	2	in	in	ADP
fuelectenerg-12782	314	3	systems	system	NOUN
fuelectenerg-12782	314	4	,	,	PUNCT
fuelectenerg-12782	314	5	decision	decision	NOUN
fuelectenerg-12782	314	6	and	and	CCONJ
fuelectenerg-12782	314	7	control	control	NOUN
fuelectenerg-12782	314	8	,	,	PUNCT
fuelectenerg-12782	314	9	vol	vol	NOUN
fuelectenerg-12782	314	10	.	.	PROPN
fuelectenerg-12782	314	11	131	131	NUM
fuelectenerg-12782	314	12	,	,	PUNCT
fuelectenerg-12782	314	13	springer	springer	NOUN
fuelectenerg-12782	314	14	,	,	PUNCT
fuelectenerg-12782	314	15	cham	cham	PROPN
fuelectenerg-12782	314	16	,	,	PUNCT
fuelectenerg-12782	314	17	2010	2010	NUM
fuelectenerg-12782	314	18	.	.	PUNCT
fuelectenerg-12782	315	1	https://researchr.org/alias/debasish-pal	https://researchr.org/alias/debasish-pal	ADJ
fuelectenerg-12782	315	2	https://researchr.org/alias/rahul-singhal	https://researchr.org/alias/rahul-singhal	NOUN
fuelectenerg-12782	315	3	https://researchr.org/alias/ayan-kumar-bandyopadhyay	https://researchr.org/alias/ayan-kumar-bandyopadhyay	PROPN
fuelectenerg-12782	315	4	https://researchr.org/publication/palsb22	https://researchr.org/publication/palsb22	PROPN
fuelectenerg-12782	315	5	https://researchr.org/publication/palsb22	https://researchr.org/publication/palsb22	PROPN
fuelectenerg-12782	315	6	https://researchr.org/journal/wpc/home	https://researchr.org/journal/wpc/home	PROPN
fuelectenerg-12782	315	7	https://sciprofiles.com/profile/author/n3cwq1dmtnywckllrhvvennbckndqudvbdk3eglyrjrjzwrlc2gxwlpvv25pclfjzm9kc3zcamlon2lsqwfynq==?utm_source=mdpi.com&utm_medium=website&utm_campaign=avatar_name	https://sciprofiles.com/profile/author/n3cwq1dmtnywckllrhvvennbckndqudvbdk3eglyrjrjzwrlc2gxwlpvv25pclfjzm9kc3zcamlon2lsqwfynq==?utm_source=mdpi.com&utm_medium=website&utm_campaign=avatar_name	NOUN
fuelectenerg-12782	315	8	https://sciprofiles.com/profile/550734?utm_source=mdpi.com&utm_medium=website&utm_campaign=avatar_name	https://sciprofiles.com/profile/550734?utm_source=mdpi.com&utm_medium=website&utm_campaign=avatar_name	PROPN
fuelectenerg-12782	315	9	https://sciprofiles.com/profile/1061080?utm_source=mdpi.com&utm_medium=website&utm_campaign=avatar_name	https://sciprofiles.com/profile/1061080?utm_source=mdpi.com&utm_medium=website&utm_campaign=avatar_name	PROPN
fuelectenerg-12782	315	10	https://sciprofiles.com/profile/1061026?utm_source=mdpi.com&utm_medium=website&utm_campaign=avatar_name	https://sciprofiles.com/profile/1061026?utm_source=mdpi.com&utm_medium=website&utm_campaign=avatar_name	NOUN