id	sid	tid	token	lemma	pos
easat-4466	1	1	edelweiss	edelweiss	PROPN
easat-4466	1	2	applied	apply	VERB
easat-4466	1	3	science	science	NOUN
easat-4466	1	4	and	and	CCONJ
easat-4466	1	5	technology	technology	NOUN
easat-4466	1	6	issn	issn	PROPN
easat-4466	1	7	:	:	PUNCT
easat-4466	1	8	2576	2576	NUM
easat-4466	1	9	-	-	SYM
easat-4466	1	10	8484	8484	NUM
easat-4466	1	11	vol	vol	NOUN
easat-4466	1	12	.	.	PROPN
easat-4466	2	1	9	9	NUM
easat-4466	2	2	,	,	PUNCT
easat-4466	2	3	no	no	INTJ
easat-4466	2	4	.	.	NOUN
easat-4466	2	5	2	2	NUM
easat-4466	2	6	,	,	PUNCT
easat-4466	2	7	289	289	NUM
easat-4466	2	8	-	-	SYM
easat-4466	2	9	302	302	NUM
easat-4466	2	10	2025	2025	NUM
easat-4466	2	11	publisher	publisher	NOUN
easat-4466	2	12	:	:	PUNCT
easat-4466	2	13	learning	learn	VERB
easat-4466	2	14	gate	gate	NOUN
easat-4466	2	15	doi	doi	PROPN
easat-4466	2	16	:	:	PUNCT
easat-4466	2	17	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	2	18	©	©	PROPN
easat-4466	2	19	2025	2025	NUM
easat-4466	2	20	by	by	ADP
easat-4466	2	21	the	the	DET
easat-4466	2	22	authors	author	NOUN
easat-4466	2	23	;	;	PUNCT
easat-4466	2	24	licensee	licensee	PROPN
easat-4466	2	25	learning	learning	NOUN
easat-4466	2	26	gate	gate	NOUN
easat-4466	3	1	©	©	PROPN
easat-4466	3	2	2025	2025	NUM
easat-4466	3	3	by	by	ADP
easat-4466	3	4	the	the	DET
easat-4466	3	5	authors	author	NOUN
easat-4466	3	6	;	;	PUNCT
easat-4466	3	7	licensee	licensee	PROPN
easat-4466	3	8	learning	learning	NOUN
easat-4466	3	9	gate	gate	NOUN
easat-4466	3	10	history	history	NOUN
easat-4466	3	11	:	:	PUNCT
easat-4466	3	12	received	receive	VERB
easat-4466	3	13	:	:	PUNCT
easat-4466	3	14	18	18	NUM
easat-4466	3	15	november	november	PROPN
easat-4466	3	16	2024	2024	NUM
easat-4466	3	17	;	;	PUNCT
easat-4466	3	18	revised	revise	VERB
easat-4466	3	19	:	:	PUNCT
easat-4466	3	20	17	17	NUM
easat-4466	3	21	january	january	NOUN
easat-4466	3	22	2025	2025	NUM
easat-4466	3	23	;	;	PUNCT
easat-4466	3	24	accepted	accept	VERB
easat-4466	3	25	:	:	PUNCT
easat-4466	3	26	22	22	NUM
easat-4466	3	27	january	january	PROPN
easat-4466	3	28	2025	2025	NUM
easat-4466	3	29	;	;	PUNCT
easat-4466	3	30	published	publish	VERB
easat-4466	3	31	:	:	PUNCT
easat-4466	4	1	27	27	NUM
easat-4466	4	2	january	january	NOUN
easat-4466	4	3	2025	2025	NUM
easat-4466	4	4	*	*	PUNCT
easat-4466	4	5	correspondence	correspondence	NOUN
easat-4466	4	6	:	:	PUNCT
easat-4466	4	7	muhsabri1967@yahoo.com	muhsabri1967@yahoo.com	PROPN
easat-4466	4	8	predicting	predict	VERB
easat-4466	4	9	wsn	wsn	PROPN
easat-4466	4	10	packet	packet	NOUN
easat-4466	4	11	loss	loss	NOUN
easat-4466	4	12	using	use	VERB
easat-4466	4	13	machine	machine	NOUN
easat-4466	4	14	learning	learning	NOUN
easat-4466	4	15	:	:	PUNCT
easat-4466	4	16	applications	application	NOUN
easat-4466	4	17	in	in	ADP
easat-4466	4	18	solid	solid	ADJ
easat-4466	4	19	surroundings	surrounding	NOUN
easat-4466	4	20	muhammed	muhamme	VERB
easat-4466	4	21	sabri	sabri	PROPN
easat-4466	4	22	salim1	salim1	PROPN
easat-4466	4	23	*	*	PROPN
easat-4466	4	24	,	,	PUNCT
easat-4466	4	25	naseer	naseer	PROPN
easat-4466	4	26	sabri2	sabri2	PROPN
easat-4466	4	27	,	,	PUNCT
easat-4466	4	28	ali	ali	PROPN
easat-4466	4	29	abdul	abdul	PROPN
easat-4466	4	30	rahman	rahman	PROPN
easat-4466	4	31	dheyab3	dheyab3	PROPN
easat-4466	5	1	1,3department	1,3department	NUM
easat-4466	5	2	of	of	ADP
easat-4466	5	3	electronics	electronic	NOUN
easat-4466	5	4	and	and	CCONJ
easat-4466	5	5	communication	communication	NOUN
easat-4466	5	6	engineering	engineering	NOUN
easat-4466	5	7	,	,	PUNCT
easat-4466	5	8	al	al	PROPN
easat-4466	5	9	-	-	PUNCT
easat-4466	5	10	nahrain	nahrain	PROPN
easat-4466	5	11	university	university	PROPN
easat-4466	5	12	,	,	PUNCT
easat-4466	5	13	iraq	iraq	PROPN
easat-4466	5	14	;	;	PUNCT
easat-4466	5	15	muhsabri1967@yahoo.com	muhsabri1967@yahoo.com	X
easat-4466	5	16	(	(	PUNCT
easat-4466	5	17	m.s.s	m.s.s	PROPN
easat-4466	5	18	.	.	PUNCT
easat-4466	5	19	)	)	PUNCT
easat-4466	5	20	.	.	PUNCT
easat-4466	6	1	2technical	2technical	NUM
easat-4466	6	2	engineering	engineering	PROPN
easat-4466	6	3	college	college	NOUN
easat-4466	6	4	,	,	PUNCT
easat-4466	6	5	al	al	PROPN
easat-4466	6	6	-	-	PUNCT
easat-4466	6	7	farahidi	farahidi	PROPN
easat-4466	6	8	university	university	PROPN
easat-4466	6	9	,	,	PUNCT
easat-4466	6	10	iraq	iraq	PROPN
easat-4466	6	11	.	.	PUNCT
easat-4466	7	1	abstract	abstract	ADJ
easat-4466	7	2	:	:	PUNCT
easat-4466	7	3	the	the	DET
easat-4466	7	4	effectiveness	effectiveness	NOUN
easat-4466	7	5	of	of	ADP
easat-4466	7	6	wireless	wireless	ADJ
easat-4466	7	7	communication	communication	NOUN
easat-4466	7	8	systems	system	NOUN
easat-4466	7	9	exposed	expose	VERB
easat-4466	7	10	to	to	ADP
easat-4466	7	11	radio	radio	NOUN
easat-4466	7	12	propagation	propagation	NOUN
easat-4466	7	13	in	in	ADP
easat-4466	7	14	their	their	PRON
easat-4466	7	15	environment	environment	NOUN
easat-4466	7	16	is	be	AUX
easat-4466	7	17	shown	show	VERB
easat-4466	7	18	by	by	ADP
easat-4466	7	19	path	path	NOUN
easat-4466	7	20	loss	loss	NOUN
easat-4466	7	21	,	,	PUNCT
easat-4466	7	22	a	a	DET
easat-4466	7	23	key	key	ADJ
easat-4466	7	24	performance	performance	NOUN
easat-4466	7	25	metric	metric	ADJ
easat-4466	7	26	.	.	PUNCT
easat-4466	8	1	for	for	ADP
easat-4466	8	2	a	a	DET
easat-4466	8	3	long	long	ADJ
easat-4466	8	4	time	time	NOUN
easat-4466	8	5	,	,	PUNCT
easat-4466	8	6	researchers	researcher	NOUN
easat-4466	8	7	have	have	AUX
easat-4466	8	8	used	use	VERB
easat-4466	8	9	the	the	DET
easat-4466	8	10	correlations	correlation	NOUN
easat-4466	8	11	they	they	PRON
easat-4466	8	12	proposed	propose	VERB
easat-4466	8	13	to	to	PART
easat-4466	8	14	calculate	calculate	VERB
easat-4466	8	15	route	route	NOUN
easat-4466	8	16	loss	loss	NOUN
easat-4466	8	17	for	for	ADP
easat-4466	8	18	waves	wave	NOUN
easat-4466	8	19	moving	move	VERB
easat-4466	8	20	across	across	ADP
easat-4466	8	21	different	different	ADJ
easat-4466	8	22	environments	environment	NOUN
easat-4466	8	23	with	with	ADP
easat-4466	8	24	few	few	ADJ
easat-4466	8	25	operational	operational	ADJ
easat-4466	8	26	factors	factor	NOUN
easat-4466	8	27	.	.	PUNCT
easat-4466	9	1	to	to	PART
easat-4466	9	2	swap	swap	VERB
easat-4466	9	3	out	out	ADP
easat-4466	9	4	the	the	DET
easat-4466	9	5	log	log	NOUN
easat-4466	9	6	-	-	PUNCT
easat-4466	9	7	normal	normal	ADJ
easat-4466	9	8	shadowing	shadowing	NOUN
easat-4466	9	9	model	model	NOUN
easat-4466	9	10	for	for	ADP
easat-4466	9	11	route	route	NOUN
easat-4466	9	12	loss	loss	NOUN
easat-4466	9	13	calculation	calculation	NOUN
easat-4466	9	14	on	on	ADP
easat-4466	9	15	concrete	concrete	ADJ
easat-4466	9	16	surfaces	surface	NOUN
easat-4466	9	17	,	,	PUNCT
easat-4466	9	18	this	this	DET
easat-4466	9	19	study	study	NOUN
easat-4466	9	20	presents	present	VERB
easat-4466	9	21	a	a	DET
easat-4466	9	22	new	new	ADJ
easat-4466	9	23	model	model	NOUN
easat-4466	9	24	based	base	VERB
easat-4466	9	25	on	on	ADP
easat-4466	9	26	weights	weight	NOUN
easat-4466	9	27	of	of	ADP
easat-4466	9	28	artificial	artificial	ADJ
easat-4466	9	29	neural	neural	ADJ
easat-4466	9	30	networks	network	NOUN
easat-4466	9	31	.	.	PUNCT
easat-4466	10	1	in	in	ADP
easat-4466	10	2	the	the	DET
easat-4466	10	3	training	training	NOUN
easat-4466	10	4	phase	phase	NOUN
easat-4466	10	5	,	,	PUNCT
easat-4466	10	6	the	the	DET
easat-4466	10	7	neural	neural	ADJ
easat-4466	10	8	network	network	NOUN
easat-4466	10	9	was	be	AUX
easat-4466	10	10	provided	provide	VERB
easat-4466	10	11	the	the	DET
easat-4466	10	12	data	datum	NOUN
easat-4466	10	13	of	of	ADP
easat-4466	10	14	the	the	DET
easat-4466	10	15	physical	physical	ADJ
easat-4466	10	16	separation	separation	NOUN
easat-4466	10	17	between	between	ADP
easat-4466	10	18	the	the	DET
easat-4466	10	19	transmitters	transmitter	NOUN
easat-4466	10	20	and	and	CCONJ
easat-4466	10	21	receivers	receiver	NOUN
easat-4466	10	22	of	of	ADP
easat-4466	10	23	the	the	DET
easat-4466	10	24	wireless	wireless	ADJ
easat-4466	10	25	sensor	sensor	NOUN
easat-4466	10	26	nodes	node	NOUN
easat-4466	10	27	(	(	PUNCT
easat-4466	10	28	d	d	NOUN
easat-4466	10	29	)	)	PUNCT
easat-4466	10	30	and	and	CCONJ
easat-4466	10	31	the	the	DET
easat-4466	10	32	radial	radial	ADJ
easat-4466	10	33	angle	angle	NOUN
easat-4466	10	34	of	of	ADP
easat-4466	10	35	the	the	DET
easat-4466	10	36	reception	reception	NOUN
easat-4466	10	37	node	node	PROPN
easat-4466	10	38	's	's	PART
easat-4466	10	39	position	position	NOUN
easat-4466	10	40	(	(	PUNCT
easat-4466	10	41	ϙ	ϙ	NOUN
easat-4466	10	42	)	)	PUNCT
easat-4466	10	43	as	as	ADP
easat-4466	10	44	the	the	DET
easat-4466	10	45	target	target	NOUN
easat-4466	10	46	variable	variable	NOUN
easat-4466	10	47	,	,	PUNCT
easat-4466	10	48	path	path	NOUN
easat-4466	10	49	loss	loss	NOUN
easat-4466	10	50	.	.	PUNCT
easat-4466	11	1	then	then	ADV
easat-4466	11	2	,	,	PUNCT
easat-4466	11	3	by	by	ADP
easat-4466	11	4	utilizing	utilize	VERB
easat-4466	11	5	the	the	DET
easat-4466	11	6	weights	weight	NOUN
easat-4466	11	7	of	of	ADP
easat-4466	11	8	the	the	DET
easat-4466	11	9	network	network	NOUN
easat-4466	11	10	,	,	PUNCT
easat-4466	11	11	a	a	DET
easat-4466	11	12	novel	novel	NOUN
easat-4466	11	13	pl	pl	NOUN
easat-4466	11	14	prediction	prediction	NOUN
easat-4466	11	15	formula	formula	NOUN
easat-4466	11	16	was	be	AUX
easat-4466	11	17	developed	develop	VERB
easat-4466	11	18	.	.	PUNCT
easat-4466	12	1	when	when	SCONJ
easat-4466	12	2	tested	test	VERB
easat-4466	12	3	across	across	ADP
easat-4466	12	4	all	all	DET
easat-4466	12	5	ranges	range	NOUN
easat-4466	12	6	of	of	ADP
easat-4466	12	7	experimental	experimental	ADJ
easat-4466	12	8	data	datum	NOUN
easat-4466	12	9	,	,	PUNCT
easat-4466	12	10	this	this	DET
easat-4466	12	11	formula	formula	NOUN
easat-4466	12	12	outperforms	outperform	VERB
easat-4466	12	13	the	the	DET
easat-4466	12	14	log	log	NOUN
easat-4466	12	15	-	-	PUNCT
easat-4466	12	16	normal	normal	ADJ
easat-4466	12	17	shadowing	shadowing	NOUN
easat-4466	12	18	model	model	NOUN
easat-4466	12	19	,	,	PUNCT
easat-4466	12	20	the	the	DET
easat-4466	12	21	fspl	fspl	ADJ
easat-4466	12	22	model	model	NOUN
easat-4466	12	23	,	,	PUNCT
easat-4466	12	24	and	and	CCONJ
easat-4466	12	25	the	the	DET
easat-4466	12	26	two	two	NUM
easat-4466	12	27	-	-	PUNCT
easat-4466	12	28	ray	ray	NOUN
easat-4466	12	29	model	model	NOUN
easat-4466	12	30	in	in	ADP
easat-4466	12	31	predicting	predict	VERB
easat-4466	12	32	the	the	DET
easat-4466	12	33	average	average	ADJ
easat-4466	12	34	pl	pl	X
easat-4466	12	35	in	in	ADP
easat-4466	12	36	concrete	concrete	ADJ
easat-4466	12	37	surfaces	surface	NOUN
easat-4466	12	38	,	,	PUNCT
easat-4466	12	39	with	with	ADP
easat-4466	12	40	mean	mean	ADJ
easat-4466	12	41	absolute	absolute	ADJ
easat-4466	12	42	deviation	deviation	NOUN
easat-4466	12	43	values	value	NOUN
easat-4466	12	44	of	of	ADP
easat-4466	12	45	0.51	0.51	NUM
easat-4466	12	46	%	%	NOUN
easat-4466	12	47	,	,	PUNCT
easat-4466	12	48	4.1	4.1	NUM
easat-4466	12	49	%	%	NOUN
easat-4466	12	50	,	,	PUNCT
easat-4466	12	51	40.58	40.58	NUM
easat-4466	12	52	%	%	NOUN
easat-4466	12	53	,	,	PUNCT
easat-4466	12	54	and	and	CCONJ
easat-4466	12	55	28.79	28.79	NUM
easat-4466	12	56	%	%	NOUN
easat-4466	12	57	,	,	PUNCT
easat-4466	12	58	respectively	respectively	ADV
easat-4466	12	59	.	.	PUNCT
easat-4466	13	1	keywords	keyword	NOUN
easat-4466	13	2	:	:	PUNCT
easat-4466	13	3	artificial	artificial	ADJ
easat-4466	13	4	neural	neural	ADJ
easat-4466	13	5	network	network	NOUN
easat-4466	13	6	,	,	PUNCT
easat-4466	13	7	packet	packet	NOUN
easat-4466	13	8	loss	loss	NOUN
easat-4466	13	9	model	model	NOUN
easat-4466	13	10	,	,	PUNCT
easat-4466	13	11	path	path	NOUN
easat-4466	13	12	loss	loss	NOUN
easat-4466	13	13	,	,	PUNCT
easat-4466	13	14	propagation	propagation	NOUN
easat-4466	13	15	characteristics	characteristic	NOUN
easat-4466	13	16	,	,	PUNCT
easat-4466	13	17	wireless	wireless	ADJ
easat-4466	13	18	sensor	sensor	NOUN
easat-4466	13	19	networks	network	NOUN
easat-4466	13	20	.	.	PUNCT
easat-4466	14	1	1	1	X
easat-4466	14	2	.	.	X
easat-4466	14	3	introduction	introduction	NOUN
easat-4466	14	4	this	this	DET
easat-4466	14	5	paper	paper	NOUN
easat-4466	14	6	explains	explain	VERB
easat-4466	14	7	how	how	SCONJ
easat-4466	14	8	attenuation	attenuation	NOUN
easat-4466	14	9	,	,	PUNCT
easat-4466	14	10	or	or	CCONJ
easat-4466	14	11	the	the	DET
easat-4466	14	12	weakening	weakening	NOUN
easat-4466	14	13	of	of	ADP
easat-4466	14	14	a	a	DET
easat-4466	14	15	radio	radio	NOUN
easat-4466	14	16	signal	signal	NOUN
easat-4466	14	17	,	,	PUNCT
easat-4466	14	18	can	can	AUX
easat-4466	14	19	impact	impact	VERB
easat-4466	14	20	the	the	DET
easat-4466	14	21	efficiency	efficiency	NOUN
easat-4466	14	22	of	of	ADP
easat-4466	14	23	wireless	wireless	ADJ
easat-4466	14	24	communication	communication	NOUN
easat-4466	14	25	systems	system	NOUN
easat-4466	14	26	;	;	PUNCT
easat-4466	14	27	in	in	ADP
easat-4466	14	28	particular	particular	ADJ
easat-4466	14	29	,	,	PUNCT
easat-4466	14	30	how	how	SCONJ
easat-4466	14	31	the	the	DET
easat-4466	14	32	farther	farth	ADJ
easat-4466	14	33	away	away	ADV
easat-4466	14	34	receivers	receiver	NOUN
easat-4466	14	35	are	be	AUX
easat-4466	14	36	from	from	ADP
easat-4466	14	37	the	the	DET
easat-4466	14	38	transmitter	transmitter	NOUN
easat-4466	14	39	,	,	PUNCT
easat-4466	14	40	the	the	DET
easat-4466	14	41	more	more	ADJ
easat-4466	14	42	attenuation	attenuation	NOUN
easat-4466	14	43	the	the	DET
easat-4466	14	44	signals	signal	NOUN
easat-4466	14	45	will	will	AUX
easat-4466	14	46	experience	experience	VERB
easat-4466	14	47	.	.	PUNCT
easat-4466	15	1	physical	physical	ADJ
easat-4466	15	2	impediments	impediment	NOUN
easat-4466	15	3	during	during	ADP
easat-4466	15	4	signal	signal	ADJ
easat-4466	15	5	transmission	transmission	NOUN
easat-4466	15	6	attenuate	attenuate	VERB
easat-4466	15	7	the	the	DET
easat-4466	15	8	signal	signal	NOUN
easat-4466	15	9	,	,	PUNCT
easat-4466	15	10	which	which	PRON
easat-4466	15	11	in	in	ADP
easat-4466	15	12	turn	turn	NOUN
easat-4466	15	13	creates	create	VERB
easat-4466	15	14	secondary	secondary	ADJ
easat-4466	15	15	signaling	signal	VERB
easat-4466	15	16	pathways	pathway	NOUN
easat-4466	15	17	,	,	PUNCT
easat-4466	15	18	which	which	PRON
easat-4466	15	19	can	can	AUX
easat-4466	15	20	be	be	AUX
easat-4466	15	21	characterized	characterize	VERB
easat-4466	15	22	as	as	ADP
easat-4466	15	23	deviation	deviation	NOUN
easat-4466	15	24	,	,	PUNCT
easat-4466	15	25	reflection	reflection	NOUN
easat-4466	15	26	,	,	PUNCT
easat-4466	15	27	or	or	CCONJ
easat-4466	15	28	dispersion	dispersion	NOUN
easat-4466	15	29	signals	signal	NOUN
easat-4466	15	30	,	,	PUNCT
easat-4466	15	31	and	and	CCONJ
easat-4466	15	32	alters	alter	VERB
easat-4466	15	33	the	the	DET
easat-4466	15	34	receiving	receive	VERB
easat-4466	15	35	signal	signal	NOUN
easat-4466	15	36	's	's	PART
easat-4466	15	37	intensity	intensity	NOUN
easat-4466	15	38	.	.	PUNCT
easat-4466	16	1	since	since	SCONJ
easat-4466	16	2	most	most	ADJ
easat-4466	16	3	wireless	wireless	ADJ
easat-4466	16	4	service	service	NOUN
easat-4466	16	5	is	be	AUX
easat-4466	16	6	conducted	conduct	VERB
easat-4466	16	7	domestically	domestically	ADV
easat-4466	16	8	and	and	CCONJ
easat-4466	16	9	internationally	internationally	ADV
easat-4466	16	10	,	,	PUNCT
easat-4466	16	11	there	there	PRON
easat-4466	16	12	is	be	VERB
easat-4466	16	13	an	an	DET
easat-4466	16	14	immediate	immediate	ADJ
easat-4466	16	15	need	need	NOUN
easat-4466	16	16	for	for	ADP
easat-4466	16	17	higher	high	ADJ
easat-4466	16	18	data	datum	NOUN
easat-4466	16	19	speeds	speed	NOUN
easat-4466	16	20	in	in	ADP
easat-4466	16	21	both	both	DET
easat-4466	16	22	settings	setting	NOUN
easat-4466	16	23	.	.	PUNCT
easat-4466	17	1	for	for	ADP
easat-4466	17	2	this	this	DET
easat-4466	17	3	reason	reason	NOUN
easat-4466	17	4	,	,	PUNCT
easat-4466	17	5	path	path	NOUN
easat-4466	17	6	loss	loss	NOUN
easat-4466	17	7	(	(	PUNCT
easat-4466	17	8	pl	pl	NOUN
easat-4466	17	9	)	)	PUNCT
easat-4466	17	10	models	model	NOUN
easat-4466	17	11	for	for	ADP
easat-4466	17	12	wsn	wsn	PROPN
easat-4466	17	13	evaluation	evaluation	NOUN
easat-4466	17	14	have	have	AUX
easat-4466	17	15	been	be	AUX
easat-4466	17	16	actively	actively	ADV
easat-4466	17	17	pursued	pursue	VERB
easat-4466	17	18	by	by	ADP
easat-4466	17	19	researchers	researcher	NOUN
easat-4466	17	20	.	.	PUNCT
easat-4466	18	1	when	when	SCONJ
easat-4466	18	2	it	it	PRON
easat-4466	18	3	comes	come	VERB
easat-4466	18	4	to	to	ADP
easat-4466	18	5	wireless	wireless	ADJ
easat-4466	18	6	network	network	NOUN
easat-4466	18	7	applications	application	NOUN
easat-4466	18	8	,	,	PUNCT
easat-4466	18	9	the	the	DET
easat-4466	18	10	model	model	NOUN
easat-4466	18	11	for	for	ADP
easat-4466	18	12	determining	determine	VERB
easat-4466	18	13	the	the	DET
easat-4466	18	14	value	value	NOUN
easat-4466	18	15	of	of	ADP
easat-4466	18	16	track	track	NOUN
easat-4466	18	17	losses	loss	NOUN
easat-4466	18	18	is	be	AUX
easat-4466	18	19	crucial	crucial	ADJ
easat-4466	18	20	for	for	ADP
easat-4466	18	21	pinpointing	pinpoint	VERB
easat-4466	18	22	the	the	DET
easat-4466	18	23	positions	position	NOUN
easat-4466	18	24	of	of	ADP
easat-4466	18	25	wireless	wireless	ADJ
easat-4466	18	26	nodes	node	NOUN
easat-4466	18	27	.	.	PUNCT
easat-4466	19	1	factors	factor	NOUN
easat-4466	19	2	like	like	ADP
easat-4466	19	3	residential	residential	ADJ
easat-4466	19	4	structures	structure	NOUN
easat-4466	19	5	,	,	PUNCT
easat-4466	19	6	trees	tree	NOUN
easat-4466	19	7	,	,	PUNCT
easat-4466	19	8	and	and	CCONJ
easat-4466	19	9	other	other	ADJ
easat-4466	19	10	such	such	ADJ
easat-4466	19	11	features	feature	NOUN
easat-4466	19	12	influence	influence	VERB
easat-4466	19	13	the	the	DET
easat-4466	19	14	accuracy	accuracy	NOUN
easat-4466	19	15	of	of	ADP
easat-4466	19	16	the	the	DET
easat-4466	19	17	nodes	node	NOUN
easat-4466	19	18	'	'	PART
easat-4466	19	19	positions	position	NOUN
easat-4466	19	20	[	[	X
easat-4466	19	21	1	1	NUM
easat-4466	19	22	-	-	SYM
easat-4466	19	23	4	4	NUM
easat-4466	19	24	]	]	PUNCT
easat-4466	19	25	.	.	PUNCT
easat-4466	20	1	furthermore	furthermore	ADV
easat-4466	20	2	,	,	PUNCT
easat-4466	20	3	positioning	positioning	NOUN
easat-4466	20	4	applications	application	NOUN
easat-4466	20	5	for	for	ADP
easat-4466	20	6	wireless	wireless	ADJ
easat-4466	20	7	sensor	sensor	NOUN
easat-4466	20	8	nodes	node	NOUN
easat-4466	20	9	help	help	VERB
easat-4466	20	10	with	with	ADP
easat-4466	20	11	the	the	DET
easat-4466	20	12	efficient	efficient	ADJ
easat-4466	20	13	distribution	distribution	NOUN
easat-4466	20	14	of	of	ADP
easat-4466	20	15	nodes	node	NOUN
easat-4466	20	16	in	in	ADP
easat-4466	20	17	wireless	wireless	ADJ
easat-4466	20	18	sensor	sensor	NOUN
easat-4466	20	19	networks	network	NOUN
easat-4466	20	20	,	,	PUNCT
easat-4466	20	21	which	which	PRON
easat-4466	20	22	improves	improve	VERB
easat-4466	20	23	battery	battery	NOUN
easat-4466	20	24	life	life	NOUN
easat-4466	20	25	and	and	CCONJ
easat-4466	20	26	guarantees	guarantee	VERB
easat-4466	20	27	uninterrupted	uninterrupted	ADJ
easat-4466	20	28	communication	communication	NOUN
easat-4466	20	29	.	.	PUNCT
easat-4466	21	1	two	two	NUM
easat-4466	21	2	-	-	PUNCT
easat-4466	21	3	ray	ray	NOUN
easat-4466	21	4	and	and	CCONJ
easat-4466	21	5	free	free	ADJ
easat-4466	21	6	space	space	NOUN
easat-4466	21	7	path	path	NOUN
easat-4466	21	8	loss	loss	NOUN
easat-4466	21	9	are	be	AUX
easat-4466	21	10	two	two	NUM
easat-4466	21	11	popular	popular	ADJ
easat-4466	21	12	models	model	NOUN
easat-4466	21	13	for	for	ADP
easat-4466	21	14	determining	determine	VERB
easat-4466	21	15	path	path	NOUN
easat-4466	21	16	loss	loss	NOUN
easat-4466	21	17	,	,	PUNCT
easat-4466	21	18	and	and	CCONJ
easat-4466	21	19	they	they	PRON
easat-4466	21	20	are	be	AUX
easat-4466	21	21	applicable	applicable	ADJ
easat-4466	21	22	both	both	CCONJ
easat-4466	21	23	indoors	indoor	NOUN
easat-4466	21	24	and	and	CCONJ
easat-4466	21	25	outdoors	outdoor	NOUN
easat-4466	21	26	.	.	PUNCT
easat-4466	22	1	both	both	DET
easat-4466	22	2	methods	method	NOUN
easat-4466	22	3	rely	rely	VERB
easat-4466	22	4	on	on	ADP
easat-4466	22	5	assumptions	assumption	NOUN
easat-4466	22	6	,	,	PUNCT
easat-4466	22	7	which	which	PRON
easat-4466	22	8	might	might	AUX
easat-4466	22	9	lead	lead	VERB
easat-4466	22	10	to	to	ADP
easat-4466	22	11	erroneous	erroneous	ADJ
easat-4466	22	12	outcomes	outcome	NOUN
easat-4466	22	13	when	when	SCONJ
easat-4466	22	14	applied	apply	VERB
easat-4466	22	15	to	to	ADP
easat-4466	22	16	certain	certain	ADJ
easat-4466	22	17	scenarios	scenario	NOUN
easat-4466	22	18	.	.	PUNCT
easat-4466	23	1	while	while	SCONJ
easat-4466	23	2	the	the	DET
easat-4466	23	3	fspl	fspl	ADJ
easat-4466	23	4	model	model	NOUN
easat-4466	23	5	presumes	presume	VERB
easat-4466	23	6	that	that	SCONJ
easat-4466	23	7	the	the	DET
easat-4466	23	8	transmitter	transmitter	NOUN
easat-4466	23	9	and	and	CCONJ
easat-4466	23	10	receiver	receiver	NOUN
easat-4466	23	11	antennas	antenna	NOUN
easat-4466	23	12	are	be	AUX
easat-4466	23	13	in	in	ADP
easat-4466	23	14	direct	direct	ADJ
easat-4466	23	15	line	line	NOUN
easat-4466	23	16	of	of	ADP
easat-4466	23	17	sight	sight	NOUN
easat-4466	23	18	(	(	PUNCT
easat-4466	23	19	los	los	PROPN
easat-4466	23	20	)	)	PUNCT
easat-4466	23	21	,	,	PUNCT
easat-4466	23	22	the	the	DET
easat-4466	23	23	two	two	NUM
easat-4466	23	24	-	-	PUNCT
easat-4466	23	25	ray	ray	NOUN
easat-4466	23	26	model	model	NOUN
easat-4466	23	27	assumes	assume	VERB
easat-4466	23	28	that	that	SCONJ
easat-4466	23	29	the	the	DET
easat-4466	23	30	earth	earth	NOUN
easat-4466	23	31	is	be	AUX
easat-4466	23	32	flat	flat	ADJ
easat-4466	23	33	and	and	CCONJ
easat-4466	23	34	conductive	conductive	ADJ
easat-4466	23	35	,	,	PUNCT
easat-4466	23	36	and	and	CCONJ
easat-4466	23	37	that	that	SCONJ
easat-4466	23	38	the	the	DET
easat-4466	23	39	distance	distance	NOUN
easat-4466	23	40	between	between	ADP
easat-4466	23	41	the	the	DET
easat-4466	23	42	transmitter	transmitter	NOUN
easat-4466	23	43	and	and	CCONJ
easat-4466	23	44	receiver	receiver	NOUN
easat-4466	23	45	is	be	AUX
easat-4466	23	46	significantly	significantly	ADV
easat-4466	23	47	greater	great	ADJ
easat-4466	23	48	than	than	ADP
easat-4466	23	49	the	the	DET
easat-4466	23	50	height	height	NOUN
easat-4466	23	51	of	of	ADP
easat-4466	23	52	the	the	DET
easat-4466	23	53	antennas	antenna	NOUN
easat-4466	23	54	'	'	PART
easat-4466	23	55	positions	position	NOUN
easat-4466	23	56	from	from	ADP
easat-4466	23	57	[	[	X
easat-4466	23	58	5	5	NUM
easat-4466	23	59	-	-	SYM
easat-4466	23	60	11	11	NUM
easat-4466	23	61	]	]	PUNCT
easat-4466	23	62	.	.	PUNCT
easat-4466	24	1	290	290	NUM
easat-4466	24	2	edelweiss	edelweiss	PROPN
easat-4466	24	3	applied	apply	VERB
easat-4466	24	4	science	science	NOUN
easat-4466	24	5	and	and	CCONJ
easat-4466	24	6	technology	technology	NOUN
easat-4466	24	7	issn	issn	PROPN
easat-4466	24	8	:	:	PUNCT
easat-4466	24	9	2576	2576	NUM
easat-4466	24	10	-	-	SYM
easat-4466	24	11	8484	8484	NUM
easat-4466	24	12	vol	vol	NOUN
easat-4466	24	13	.	.	PROPN
easat-4466	25	1	9	9	NUM
easat-4466	25	2	,	,	PUNCT
easat-4466	25	3	no	no	INTJ
easat-4466	25	4	.	.	NOUN
easat-4466	26	1	2	2	NUM
easat-4466	26	2	:	:	SYM
easat-4466	26	3	289	289	NUM
easat-4466	26	4	-	-	SYM
easat-4466	26	5	302	302	NUM
easat-4466	26	6	,	,	PUNCT
easat-4466	26	7	2025	2025	NUM
easat-4466	26	8	doi	doi	NOUN
easat-4466	26	9	:	:	PUNCT
easat-4466	26	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	26	11	©	©	PROPN
easat-4466	26	12	2025	2025	NUM
easat-4466	26	13	by	by	ADP
easat-4466	26	14	the	the	DET
easat-4466	26	15	authors	author	NOUN
easat-4466	26	16	;	;	PUNCT
easat-4466	26	17	licensee	licensee	PROPN
easat-4466	26	18	learning	learning	NOUN
easat-4466	26	19	gate	gate	NOUN
easat-4466	26	20	in	in	ADP
easat-4466	26	21	order	order	NOUN
easat-4466	26	22	to	to	PART
easat-4466	26	23	enhance	enhance	VERB
easat-4466	26	24	the	the	DET
easat-4466	26	25	propagation	propagation	NOUN
easat-4466	26	26	of	of	ADP
easat-4466	26	27	wsn	wsn	PROPN
easat-4466	26	28	nodes	node	NOUN
easat-4466	26	29	in	in	ADP
easat-4466	26	30	various	various	ADJ
easat-4466	26	31	environments	environment	NOUN
easat-4466	26	32	,	,	PUNCT
easat-4466	26	33	the	the	DET
easat-4466	26	34	researchers	researcher	NOUN
easat-4466	26	35	have	have	AUX
easat-4466	26	36	offered	offer	VERB
easat-4466	26	37	a	a	DET
easat-4466	26	38	number	number	NOUN
easat-4466	26	39	of	of	ADP
easat-4466	26	40	experimental	experimental	ADJ
easat-4466	26	41	models	model	NOUN
easat-4466	26	42	.	.	PUNCT
easat-4466	27	1	to	to	PART
easat-4466	27	2	illustrate	illustrate	VERB
easat-4466	27	3	the	the	DET
easat-4466	27	4	point	point	NOUN
easat-4466	27	5	,	,	PUNCT
easat-4466	27	6	two	two	NUM
easat-4466	27	7	studies	study	NOUN
easat-4466	27	8	were	be	AUX
easat-4466	27	9	reported	report	VERB
easat-4466	27	10	in	in	ADP
easat-4466	27	11	otero	otero	PROPN
easat-4466	27	12	,	,	PUNCT
easat-4466	27	13	et	et	PROPN
easat-4466	27	14	al	al	PROPN
easat-4466	27	15	.	.	PUNCT
easat-4466	28	1	[	[	X
easat-4466	28	2	12	12	NUM
easat-4466	28	3	]	]	PUNCT
easat-4466	28	4	that	that	PRON
easat-4466	28	5	examined	examine	VERB
easat-4466	28	6	path	path	NOUN
easat-4466	28	7	loss	loss	NOUN
easat-4466	28	8	models	model	NOUN
easat-4466	28	9	using	use	VERB
easat-4466	28	10	received	receive	VERB
easat-4466	28	11	signal	signal	NOUN
easat-4466	28	12	strength	strength	NOUN
easat-4466	28	13	(	(	PUNCT
easat-4466	28	14	rssi	rssi	NOUN
easat-4466	28	15	)	)	PUNCT
easat-4466	28	16	for	for	ADP
easat-4466	28	17	wsns	wsns	NOUN
easat-4466	28	18	deployed	deploy	VERB
easat-4466	28	19	in	in	ADP
easat-4466	28	20	sparse	sparse	ADJ
easat-4466	28	21	and	and	CCONJ
easat-4466	28	22	tall	tall	ADJ
easat-4466	28	23	grass	grass	NOUN
easat-4466	28	24	environments	environment	NOUN
easat-4466	28	25	.	.	PUNCT
easat-4466	29	1	we	we	PRON
easat-4466	29	2	found	find	VERB
easat-4466	29	3	a	a	DET
easat-4466	29	4	path	path	NOUN
easat-4466	29	5	loss	loss	NOUN
easat-4466	29	6	exponent	exponent	NOUN
easat-4466	29	7	(	(	PUNCT
easat-4466	29	8	ple	ple	PROPN
easat-4466	29	9	)	)	PUNCT
easat-4466	29	10	of	of	ADP
easat-4466	29	11	3.34	3.34	NUM
easat-4466	29	12	in	in	ADP
easat-4466	29	13	a	a	DET
easat-4466	29	14	scattered	scatter	VERB
easat-4466	29	15	environment	environment	NOUN
easat-4466	29	16	and	and	CCONJ
easat-4466	29	17	2.55	2.55	NUM
easat-4466	29	18	in	in	ADP
easat-4466	29	19	a	a	DET
easat-4466	29	20	long	long	ADJ
easat-4466	29	21	grass	grass	NOUN
easat-4466	29	22	environment	environment	NOUN
easat-4466	29	23	.	.	PUNCT
easat-4466	30	1	data	datum	NOUN
easat-4466	30	2	collected	collect	VERB
easat-4466	30	3	from	from	ADP
easat-4466	30	4	a	a	DET
easat-4466	30	5	wsn	wsn	NOUN
easat-4466	30	6	functioning	function	VERB
easat-4466	30	7	in	in	ADP
easat-4466	30	8	such	such	DET
easat-4466	30	9	a	a	DET
easat-4466	30	10	context	context	NOUN
easat-4466	30	11	was	be	AUX
easat-4466	30	12	used	use	VERB
easat-4466	30	13	to	to	PART
easat-4466	30	14	create	create	VERB
easat-4466	30	15	the	the	DET
easat-4466	30	16	model	model	NOUN
easat-4466	30	17	shown	show	VERB
easat-4466	30	18	by	by	ADP
easat-4466	30	19	eq	eq	PROPN
easat-4466	30	20	.	.	PUNCT
easat-4466	31	1	(	(	PUNCT
easat-4466	31	2	1	1	NUM
easat-4466	31	3	)	)	PUNCT
easat-4466	31	4	.	.	PUNCT
easat-4466	32	1	the	the	DET
easat-4466	32	2	path	path	NOUN
easat-4466	32	3	loss	loss	NOUN
easat-4466	32	4	at	at	ADP
easat-4466	32	5	1	1	NUM
easat-4466	32	6	meter	meter	NOUN
easat-4466	32	7	,	,	PUNCT
easat-4466	32	8	the	the	DET
easat-4466	32	9	path	path	NOUN
easat-4466	32	10	loss	loss	NOUN
easat-4466	32	11	exponent	exponent	NOUN
easat-4466	32	12	,	,	PUNCT
easat-4466	32	13	and	and	CCONJ
easat-4466	32	14	the	the	DET
easat-4466	32	15	mean	mean	ADJ
easat-4466	32	16	value	value	NOUN
easat-4466	32	17	of	of	ADP
easat-4466	32	18	the	the	DET
easat-4466	32	19	standard	standard	ADJ
easat-4466	32	20	deviations	deviation	NOUN
easat-4466	32	21	are	be	AUX
easat-4466	32	22	64.84	64.84	NUM
easat-4466	32	23	db	db	PROPN
easat-4466	32	24	,	,	PUNCT
easat-4466	32	25	3.21	3.21	NUM
easat-4466	32	26	db	db	NOUN
easat-4466	32	27	,	,	PUNCT
easat-4466	32	28	and	and	CCONJ
easat-4466	32	29	2.19	2.19	NUM
easat-4466	32	30	db	db	PROPN
easat-4466	32	31	,	,	PUNCT
easat-4466	32	32	respectively	respectively	ADV
easat-4466	32	33	,	,	PUNCT
easat-4466	32	34	where	where	SCONJ
easat-4466	32	35	d	d	NOUN
easat-4466	32	36	is	be	AUX
easat-4466	32	37	the	the	DET
easat-4466	32	38	distance	distance	NOUN
easat-4466	32	39	between	between	ADP
easat-4466	32	40	the	the	DET
easat-4466	32	41	transmission	transmission	NOUN
easat-4466	32	42	and	and	CCONJ
easat-4466	32	43	reception	reception	NOUN
easat-4466	32	44	antennas	antenna	NOUN
easat-4466	32	45	and	and	CCONJ
easat-4466	32	46	𝑃𝐿(𝑑r	𝑃𝐿(𝑑r	NOUN
easat-4466	32	47	)	)	PUNCT
easat-4466	32	48	is	be	AUX
easat-4466	32	49	the	the	DET
easat-4466	32	50	path	path	NOUN
easat-4466	32	51	loss	loss	NOUN
easat-4466	32	52	.	.	PUNCT
easat-4466	33	1	𝑃𝐿(𝑑	𝑃𝐿(𝑑	PROPN
easat-4466	33	2	)	)	PUNCT
easat-4466	34	1	=	=	PUNCT
easat-4466	34	2	𝑃𝐿(𝑑𝑟	𝑃𝐿(𝑑𝑟	NOUN
easat-4466	34	3	)	)	PUNCT
easat-4466	35	1	+	+	NUM
easat-4466	35	2	10𝛼	10𝛼	NOUN
easat-4466	35	3	log	log	VERB
easat-4466	35	4	(	(	PUNCT
easat-4466	35	5	𝑑	𝑑	NOUN
easat-4466	35	6	𝑑𝑟	𝑑𝑟	NOUN
easat-4466	35	7	)	)	PUNCT
easat-4466	35	8	+	+	CCONJ
easat-4466	36	1	𝑋𝜎	𝑋𝜎	NOUN
easat-4466	36	2	(	(	PUNCT
easat-4466	36	3	1	1	NUM
easat-4466	36	4	)	)	PUNCT
easat-4466	36	5	in	in	ADP
easat-4466	36	6	a	a	DET
easat-4466	36	7	similar	similar	ADJ
easat-4466	36	8	vein	vein	NOUN
easat-4466	36	9	,	,	PUNCT
easat-4466	36	10	sabri	sabri	NOUN
easat-4466	36	11	,	,	PUNCT
easat-4466	36	12	et	et	PROPN
easat-4466	36	13	al	al	PROPN
easat-4466	36	14	.	.	PUNCT
easat-4466	37	1	[	[	X
easat-4466	37	2	13	13	NUM
easat-4466	37	3	]	]	PUNCT
easat-4466	37	4	presented	present	VERB
easat-4466	37	5	experimental	experimental	ADJ
easat-4466	37	6	and	and	CCONJ
easat-4466	37	7	conventional	conventional	ADJ
easat-4466	37	8	models	model	NOUN
easat-4466	37	9	for	for	ADP
easat-4466	37	10	wsn	wsn	NOUN
easat-4466	37	11	scattering	scatter	VERB
easat-4466	37	12	in	in	ADP
easat-4466	37	13	sandy	sandy	ADJ
easat-4466	37	14	and	and	CCONJ
easat-4466	37	15	dense	dense	ADJ
easat-4466	37	16	forest	forest	NOUN
easat-4466	37	17	environments	environment	NOUN
easat-4466	37	18	,	,	PUNCT
easat-4466	37	19	with	with	ADP
easat-4466	37	20	an	an	DET
easat-4466	37	21	average	average	ADJ
easat-4466	37	22	path	path	NOUN
easat-4466	37	23	loss	loss	NOUN
easat-4466	37	24	(	(	PUNCT
easat-4466	37	25	pl	pl	NOUN
easat-4466	37	26	)	)	PUNCT
easat-4466	37	27	of	of	ADP
easat-4466	37	28	3.42	3.42	NUM
easat-4466	37	29	and	and	CCONJ
easat-4466	37	30	4.02	4.02	NUM
easat-4466	37	31	,	,	PUNCT
easat-4466	37	32	respectively	respectively	ADV
easat-4466	37	33	.	.	PUNCT
easat-4466	38	1	the	the	DET
easat-4466	38	2	authors	author	NOUN
easat-4466	38	3	state	state	VERB
easat-4466	38	4	that	that	SCONJ
easat-4466	38	5	the	the	DET
easat-4466	38	6	absence	absence	NOUN
easat-4466	38	7	of	of	ADP
easat-4466	38	8	direct	direct	ADJ
easat-4466	38	9	line	line	NOUN
easat-4466	38	10	-	-	PUNCT
easat-4466	38	11	of	of	ADP
easat-4466	38	12	-	-	PUNCT
easat-4466	38	13	sight	sight	NOUN
easat-4466	38	14	between	between	ADP
easat-4466	38	15	the	the	DET
easat-4466	38	16	sending	sending	NOUN
easat-4466	38	17	and	and	CCONJ
easat-4466	38	18	receiving	receive	VERB
easat-4466	38	19	nodes	node	NOUN
easat-4466	38	20	is	be	AUX
easat-4466	38	21	the	the	DET
easat-4466	38	22	main	main	ADJ
easat-4466	38	23	cause	cause	NOUN
easat-4466	38	24	of	of	ADP
easat-4466	38	25	the	the	DET
easat-4466	38	26	rise	rise	NOUN
easat-4466	38	27	in	in	ADP
easat-4466	38	28	pl	pl	PROPN
easat-4466	38	29	.	.	PUNCT
easat-4466	39	1	another	another	DET
easat-4466	39	2	factor	factor	NOUN
easat-4466	39	3	that	that	PRON
easat-4466	39	4	contributes	contribute	VERB
easat-4466	39	5	significantly	significantly	ADV
easat-4466	39	6	to	to	ADP
easat-4466	39	7	the	the	DET
easat-4466	39	8	formation	formation	NOUN
easat-4466	39	9	of	of	ADP
easat-4466	39	10	reflected	reflect	VERB
easat-4466	39	11	waves	wave	NOUN
easat-4466	39	12	is	be	AUX
easat-4466	39	13	the	the	DET
easat-4466	39	14	flatness	flatness	NOUN
easat-4466	39	15	of	of	ADP
easat-4466	39	16	the	the	DET
easat-4466	39	17	earth	earth	NOUN
easat-4466	39	18	[	[	X
easat-4466	39	19	14	14	NUM
easat-4466	39	20	]	]	PUNCT
easat-4466	39	21	.	.	PUNCT
easat-4466	40	1	using	use	VERB
easat-4466	40	2	machine	machine	NOUN
easat-4466	40	3	learning	learn	VERB
easat-4466	40	4	capabilities	capability	NOUN
easat-4466	40	5	for	for	ADP
easat-4466	40	6	communication	communication	NOUN
easat-4466	40	7	has	have	AUX
easat-4466	40	8	recently	recently	ADV
easat-4466	40	9	been	be	AUX
easat-4466	40	10	a	a	DET
easat-4466	40	11	topic	topic	NOUN
easat-4466	40	12	of	of	ADP
easat-4466	40	13	research	research	NOUN
easat-4466	40	14	.	.	PUNCT
easat-4466	41	1	in	in	ADP
easat-4466	41	2	the	the	DET
easat-4466	41	3	field	field	NOUN
easat-4466	41	4	of	of	ADP
easat-4466	41	5	wireless	wireless	ADJ
easat-4466	41	6	communications	communication	NOUN
easat-4466	41	7	,	,	PUNCT
easat-4466	41	8	deep	deep	ADJ
easat-4466	41	9	learning	learning	NOUN
easat-4466	41	10	has	have	AUX
easat-4466	41	11	been	be	AUX
easat-4466	41	12	employed	employ	VERB
easat-4466	41	13	to	to	PART
easat-4466	41	14	assess	assess	VERB
easat-4466	41	15	path	path	NOUN
easat-4466	41	16	losses	loss	NOUN
easat-4466	41	17	,	,	PUNCT
easat-4466	41	18	estimate	estimate	VERB
easat-4466	41	19	channels	channel	NOUN
easat-4466	41	20	,	,	PUNCT
easat-4466	41	21	identify	identify	VERB
easat-4466	41	22	modulation	modulation	NOUN
easat-4466	41	23	,	,	PUNCT
easat-4466	41	24	and	and	CCONJ
easat-4466	41	25	code	code	NOUN
easat-4466	41	26	channels	channel	NOUN
easat-4466	41	27	.	.	PUNCT
easat-4466	42	1	incorporating	incorporate	VERB
easat-4466	42	2	deep	deep	ADJ
easat-4466	42	3	learning	learning	NOUN
easat-4466	42	4	simplifies	simplifie	NOUN
easat-4466	42	5	the	the	DET
easat-4466	42	6	radio	radio	NOUN
easat-4466	42	7	propagation	propagation	NOUN
easat-4466	42	8	models	model	NOUN
easat-4466	42	9	needed	need	VERB
easat-4466	42	10	to	to	PART
easat-4466	42	11	operate	operate	VERB
easat-4466	42	12	and	and	CCONJ
easat-4466	42	13	install	install	VERB
easat-4466	42	14	sophisticated	sophisticated	ADJ
easat-4466	42	15	wireless	wireless	ADJ
easat-4466	42	16	networks	network	NOUN
easat-4466	42	17	,	,	PUNCT
easat-4466	42	18	such	such	ADJ
easat-4466	42	19	5	5	NUM
easat-4466	42	20	g	g	NOUN
easat-4466	42	21	networks	network	NOUN
easat-4466	42	22	,	,	PUNCT
easat-4466	42	23	in	in	ADP
easat-4466	42	24	diverse	diverse	ADJ
easat-4466	42	25	contexts	context	NOUN
easat-4466	42	26	[	[	X
easat-4466	42	27	15	15	NUM
easat-4466	42	28	-	-	SYM
easat-4466	42	29	21	21	NUM
easat-4466	42	30	]	]	PUNCT
easat-4466	42	31	.	.	PUNCT
easat-4466	43	1	after	after	ADP
easat-4466	43	2	being	be	AUX
easat-4466	43	3	trained	train	VERB
easat-4466	43	4	on	on	ADP
easat-4466	43	5	a	a	DET
easat-4466	43	6	massive	massive	ADJ
easat-4466	43	7	dataset	dataset	NOUN
easat-4466	43	8	acquired	acquire	VERB
easat-4466	43	9	over	over	ADP
easat-4466	43	10	a	a	DET
easat-4466	43	11	year	year	NOUN
easat-4466	43	12	from	from	ADP
easat-4466	43	13	a	a	DET
easat-4466	43	14	2.4	2.4	NUM
easat-4466	43	15	ghz	ghz	NOUN
easat-4466	43	16	wireless	wireless	ADJ
easat-4466	43	17	sensor	sensor	NOUN
easat-4466	43	18	network	network	NOUN
easat-4466	43	19	,	,	PUNCT
easat-4466	43	20	the	the	DET
easat-4466	43	21	path	path	NOUN
easat-4466	43	22	loss	loss	NOUN
easat-4466	43	23	model	model	NOUN
easat-4466	43	24	given	give	VERB
easat-4466	43	25	by	by	ADP
easat-4466	43	26	zhang	zhang	PROPN
easat-4466	43	27	,	,	PUNCT
easat-4466	43	28	et	et	PROPN
easat-4466	43	29	al	al	PROPN
easat-4466	43	30	.	.	PUNCT
easat-4466	44	1	[	[	X
easat-4466	44	2	22	22	NUM
easat-4466	44	3	]	]	PUNCT
easat-4466	44	4	demonstrated	demonstrate	VERB
easat-4466	44	5	excellent	excellent	ADJ
easat-4466	44	6	accuracy	accuracy	NOUN
easat-4466	44	7	.	.	PUNCT
easat-4466	45	1	the	the	DET
easat-4466	45	2	dataset	dataset	NOUN
easat-4466	45	3	included	include	VERB
easat-4466	45	4	tests	test	NOUN
easat-4466	45	5	of	of	ADP
easat-4466	45	6	the	the	DET
easat-4466	45	7	following	follow	VERB
easat-4466	45	8	machine	machine	NOUN
easat-4466	45	9	learning	learn	VERB
easat-4466	45	10	candidate	candidate	NOUN
easat-4466	45	11	algorithms	algorithm	NOUN
easat-4466	45	12	:	:	PUNCT
easat-4466	45	13	neural	neural	ADJ
easat-4466	45	14	networks	network	NOUN
easat-4466	45	15	,	,	PUNCT
easat-4466	45	16	adaboost	adaboost	ADV
easat-4466	45	17	,	,	PUNCT
easat-4466	45	18	knearest	knearest	NOUN
easat-4466	45	19	-	-	PUNCT
easat-4466	45	20	neighbors	neighbor	NOUN
easat-4466	45	21	,	,	PUNCT
easat-4466	45	22	and	and	CCONJ
easat-4466	45	23	random	random	ADJ
easat-4466	45	24	forests	forest	NOUN
easat-4466	45	25	.	.	PUNCT
easat-4466	46	1	of	of	ADP
easat-4466	46	2	the	the	DET
easat-4466	46	3	models	model	NOUN
easat-4466	46	4	that	that	PRON
easat-4466	46	5	were	be	AUX
easat-4466	46	6	considered	consider	VERB
easat-4466	46	7	,	,	PUNCT
easat-4466	46	8	random	random	ADJ
easat-4466	46	9	forest	forest	NOUN
easat-4466	46	10	produced	produce	VERB
easat-4466	46	11	the	the	DET
easat-4466	46	12	least	least	ADJ
easat-4466	46	13	amount	amount	NOUN
easat-4466	46	14	of	of	ADP
easat-4466	46	15	inaccuracy	inaccuracy	NOUN
easat-4466	46	16	.	.	PUNCT
easat-4466	47	1	many	many	ADJ
easat-4466	47	2	famous	famous	ADJ
easat-4466	47	3	legal	legal	ADJ
easat-4466	47	4	and	and	CCONJ
easat-4466	47	5	experimental	experimental	ADJ
easat-4466	47	6	models	model	NOUN
easat-4466	47	7	were	be	AUX
easat-4466	47	8	tested	test	VERB
easat-4466	47	9	against	against	ADP
easat-4466	47	10	this	this	DET
easat-4466	47	11	one	one	NOUN
easat-4466	47	12	,	,	PUNCT
easat-4466	47	13	including	include	VERB
easat-4466	47	14	free	free	ADJ
easat-4466	47	15	space	space	NOUN
easat-4466	47	16	,	,	PUNCT
easat-4466	47	17	level	level	NOUN
easat-4466	47	18	earth	earth	NOUN
easat-4466	47	19	,	,	PUNCT
easat-4466	47	20	weissberger	weissberger	X
easat-4466	47	21	,	,	PUNCT
easat-4466	47	22	itu	itu	PROPN
easat-4466	47	23	-	-	PUNCT
easat-4466	47	24	r	r	NOUN
easat-4466	47	25	,	,	PUNCT
easat-4466	47	26	and	and	CCONJ
easat-4466	47	27	cost235	cost235	PROPN
easat-4466	47	28	,	,	PUNCT
easat-4466	47	29	to	to	PART
easat-4466	47	30	see	see	VERB
easat-4466	47	31	how	how	SCONJ
easat-4466	47	32	accurate	accurate	ADJ
easat-4466	47	33	it	it	PRON
easat-4466	47	34	was	be	AUX
easat-4466	47	35	.	.	PUNCT
easat-4466	48	1	consequently	consequently	ADV
easat-4466	48	2	,	,	PUNCT
easat-4466	48	3	the	the	DET
easat-4466	48	4	machine	machine	NOUN
easat-4466	48	5	learning	learn	VERB
easat-4466	48	6	methods	method	NOUN
easat-4466	48	7	reduced	reduce	VERB
easat-4466	48	8	average	average	ADJ
easat-4466	48	9	prediction	prediction	NOUN
easat-4466	48	10	errors	error	NOUN
easat-4466	48	11	by	by	ADP
easat-4466	48	12	37	37	NUM
easat-4466	48	13	%	%	NOUN
easat-4466	48	14	,	,	PUNCT
easat-4466	48	15	surpassing	surpass	VERB
easat-4466	48	16	the	the	DET
easat-4466	48	17	performance	performance	NOUN
easat-4466	48	18	of	of	ADP
easat-4466	48	19	the	the	DET
easat-4466	48	20	experimental	experimental	ADJ
easat-4466	48	21	and	and	CCONJ
easat-4466	48	22	legal	legal	ADJ
easat-4466	48	23	models	model	NOUN
easat-4466	48	24	.	.	PUNCT
easat-4466	49	1	when	when	SCONJ
easat-4466	49	2	assessing	assess	VERB
easat-4466	49	3	the	the	DET
easat-4466	49	4	efficiency	efficiency	NOUN
easat-4466	49	5	of	of	ADP
easat-4466	49	6	a	a	DET
easat-4466	49	7	short	short	ADJ
easat-4466	49	8	-	-	PUNCT
easat-4466	49	9	range	range	NOUN
easat-4466	49	10	communications	communication	NOUN
easat-4466	49	11	network	network	NOUN
easat-4466	49	12	,	,	PUNCT
easat-4466	49	13	channel	channel	NOUN
easat-4466	49	14	metrics	metric	NOUN
easat-4466	49	15	like	like	ADP
easat-4466	49	16	package	package	NOUN
easat-4466	49	17	dropping	dropping	NOUN
easat-4466	49	18	and	and	CCONJ
easat-4466	49	19	path	path	NOUN
easat-4466	49	20	loss	loss	NOUN
easat-4466	49	21	are	be	AUX
easat-4466	49	22	crucial	crucial	ADJ
easat-4466	49	23	.	.	PUNCT
easat-4466	50	1	numerous	numerous	ADJ
easat-4466	50	2	academics	academic	NOUN
easat-4466	50	3	have	have	AUX
easat-4466	50	4	taken	take	VERB
easat-4466	50	5	an	an	DET
easat-4466	50	6	interest	interest	NOUN
easat-4466	50	7	in	in	ADP
easat-4466	50	8	this	this	DET
easat-4466	50	9	issue	issue	NOUN
easat-4466	50	10	;	;	PUNCT
easat-4466	50	11	for	for	ADP
easat-4466	50	12	example	example	NOUN
easat-4466	50	13	,	,	PUNCT
easat-4466	50	14	in	in	ADP
easat-4466	50	15	idogho	idogho	NOUN
easat-4466	50	16	and	and	CCONJ
easat-4466	50	17	george	george	PROPN
easat-4466	50	18	[	[	X
easat-4466	50	19	23	23	NUM
easat-4466	50	20	]	]	PUNCT
easat-4466	50	21	they	they	PRON
easat-4466	50	22	offer	offer	VERB
easat-4466	50	23	a	a	DET
easat-4466	50	24	model	model	NOUN
easat-4466	50	25	that	that	PRON
easat-4466	50	26	uses	use	VERB
easat-4466	50	27	several	several	ADJ
easat-4466	50	28	layers	layer	NOUN
easat-4466	50	29	of	of	ADP
easat-4466	50	30	a	a	DET
easat-4466	50	31	neural	neural	ADJ
easat-4466	50	32	network	network	NOUN
easat-4466	50	33	to	to	PART
easat-4466	50	34	determine	determine	VERB
easat-4466	50	35	these	these	DET
easat-4466	50	36	values	value	NOUN
easat-4466	50	37	.	.	PUNCT
easat-4466	51	1	highways	highway	NOUN
easat-4466	51	2	,	,	PUNCT
easat-4466	51	3	residential	residential	ADJ
easat-4466	51	4	areas	area	NOUN
easat-4466	51	5	,	,	PUNCT
easat-4466	51	6	and	and	CCONJ
easat-4466	51	7	rural	rural	ADJ
easat-4466	51	8	areas	area	NOUN
easat-4466	51	9	were	be	AUX
easat-4466	51	10	among	among	ADP
easat-4466	51	11	the	the	DET
easat-4466	51	12	many	many	ADJ
easat-4466	51	13	scenarios	scenario	NOUN
easat-4466	51	14	in	in	ADP
easat-4466	51	15	which	which	PRON
easat-4466	51	16	the	the	DET
easat-4466	51	17	suggested	suggest	VERB
easat-4466	51	18	forecast	forecast	NOUN
easat-4466	51	19	model	model	NOUN
easat-4466	51	20	surpassed	surpass	VERB
easat-4466	51	21	experimental	experimental	ADJ
easat-4466	51	22	models	model	NOUN
easat-4466	51	23	,	,	PUNCT
easat-4466	51	24	according	accord	VERB
easat-4466	51	25	to	to	ADP
easat-4466	51	26	the	the	DET
easat-4466	51	27	study	study	NOUN
easat-4466	51	28	.	.	PUNCT
easat-4466	52	1	also	also	ADV
easat-4466	52	2	,	,	PUNCT
easat-4466	52	3	when	when	SCONJ
easat-4466	52	4	compared	compare	VERB
easat-4466	52	5	to	to	ADP
easat-4466	52	6	the	the	DET
easat-4466	52	7	statistical	statistical	ADJ
easat-4466	52	8	model	model	NOUN
easat-4466	52	9	,	,	PUNCT
easat-4466	52	10	the	the	DET
easat-4466	52	11	suggested	suggest	VERB
easat-4466	52	12	model	model	NOUN
easat-4466	52	13	produced	produce	VERB
easat-4466	52	14	more	more	ADV
easat-4466	52	15	accurate	accurate	ADJ
easat-4466	52	16	predictions	prediction	NOUN
easat-4466	52	17	.	.	PUNCT
easat-4466	53	1	a	a	DET
easat-4466	53	2	study	study	NOUN
easat-4466	53	3	was	be	AUX
easat-4466	53	4	published	publish	VERB
easat-4466	53	5	in	in	ADP
easat-4466	53	6	wu	wu	PROPN
easat-4466	53	7	,	,	PUNCT
easat-4466	53	8	et	et	PROPN
easat-4466	53	9	al	al	PROPN
easat-4466	53	10	.	.	PUNCT
easat-4466	54	1	[	[	X
easat-4466	54	2	24	24	NUM
easat-4466	54	3	]	]	PUNCT
easat-4466	54	4	that	that	PRON
easat-4466	54	5	aimed	aim	VERB
easat-4466	54	6	to	to	PART
easat-4466	54	7	build	build	VERB
easat-4466	54	8	linear	linear	ADJ
easat-4466	54	9	track	track	NOUN
easat-4466	54	10	loss	loss	NOUN
easat-4466	54	11	models	model	NOUN
easat-4466	54	12	for	for	ADP
easat-4466	54	13	wireless	wireless	ADJ
easat-4466	54	14	sensing	sense	VERB
easat-4466	54	15	networks	network	NOUN
easat-4466	54	16	that	that	PRON
easat-4466	54	17	operate	operate	VERB
easat-4466	54	18	in	in	ADP
easat-4466	54	19	complicated	complicated	ADJ
easat-4466	54	20	environments	environment	NOUN
easat-4466	54	21	.	.	PUNCT
easat-4466	55	1	three	three	NUM
easat-4466	55	2	primary	primary	ADJ
easat-4466	55	3	methods	method	NOUN
easat-4466	55	4	have	have	AUX
easat-4466	55	5	been	be	AUX
easat-4466	55	6	used	use	VERB
easat-4466	55	7	to	to	PART
easat-4466	55	8	model	model	VERB
easat-4466	55	9	track	track	NOUN
easat-4466	55	10	loss	loss	NOUN
easat-4466	55	11	using	use	VERB
easat-4466	55	12	machine	machine	NOUN
easat-4466	55	13	learning	learning	NOUN
easat-4466	55	14	:	:	PUNCT
easat-4466	55	15	basic	basic	ADJ
easat-4466	55	16	component	component	NOUN
easat-4466	55	17	-	-	PUNCT
easat-4466	55	18	supported	support	VERB
easat-4466	55	19	feature	feature	NOUN
easat-4466	55	20	selection	selection	NOUN
easat-4466	55	21	,	,	PUNCT
easat-4466	55	22	divergence	divergence	NOUN
easat-4466	55	23	analysis	analysis	NOUN
easat-4466	55	24	based	base	VERB
easat-4466	55	25	on	on	ADP
easat-4466	55	26	the	the	DET
easat-4466	55	27	gussian	gussian	ADJ
easat-4466	55	28	process	process	NOUN
easat-4466	55	29	,	,	PUNCT
easat-4466	55	30	and	and	CCONJ
easat-4466	55	31	synthetic	synthetic	ADJ
easat-4466	55	32	neural	neural	ADJ
easat-4466	55	33	network	network	NOUN
easat-4466	55	34	-	-	PUNCT
easat-4466	55	35	based	base	VERB
easat-4466	55	36	multidimensional	multidimensional	ADJ
easat-4466	55	37	regression	regression	NOUN
easat-4466	55	38	(	(	PUNCT
easat-4466	55	39	ann	ann	PROPN
easat-4466	55	40	)	)	PUNCT
easat-4466	55	41	.	.	PUNCT
easat-4466	56	1	we	we	PRON
easat-4466	56	2	have	have	AUX
easat-4466	56	3	simplified	simplify	VERB
easat-4466	56	4	the	the	DET
easat-4466	56	5	learning	learning	NOUN
easat-4466	56	6	model	model	NOUN
easat-4466	56	7	and	and	CCONJ
easat-4466	56	8	decreased	decrease	VERB
easat-4466	56	9	the	the	DET
easat-4466	56	10	amount	amount	NOUN
easat-4466	56	11	of	of	ADP
easat-4466	56	12	data	datum	NOUN
easat-4466	56	13	sets	set	NOUN
easat-4466	56	14	by	by	ADP
easat-4466	56	15	using	use	VERB
easat-4466	56	16	componentsupported	componentsupporte	VERB
easat-4466	56	17	feature	feature	NOUN
easat-4466	56	18	selection	selection	NOUN
easat-4466	56	19	.	.	PUNCT
easat-4466	57	1	according	accord	VERB
easat-4466	57	2	to	to	ADP
easat-4466	57	3	the	the	DET
easat-4466	57	4	results	result	NOUN
easat-4466	57	5	,	,	PUNCT
easat-4466	57	6	the	the	DET
easat-4466	57	7	suggested	suggest	VERB
easat-4466	57	8	path	path	NOUN
easat-4466	57	9	loss	loss	NOUN
easat-4466	57	10	and	and	CCONJ
easat-4466	57	11	shading	shading	NOUN
easat-4466	57	12	models	model	NOUN
easat-4466	57	13	outperform	outperform	VERB
easat-4466	57	14	the	the	DET
easat-4466	57	15	natural	natural	ADJ
easat-4466	57	16	shade	shade	NOUN
easat-4466	57	17	model	model	NOUN
easat-4466	57	18	and	and	CCONJ
easat-4466	57	19	the	the	DET
easat-4466	57	20	more	more	ADV
easat-4466	57	21	conventional	conventional	ADJ
easat-4466	57	22	linear	linear	ADJ
easat-4466	57	23	track	track	NOUN
easat-4466	57	24	loss	loss	NOUN
easat-4466	57	25	model	model	NOUN
easat-4466	57	26	in	in	ADP
easat-4466	57	27	terms	term	NOUN
easat-4466	57	28	of	of	ADP
easat-4466	57	29	accuracy	accuracy	NOUN
easat-4466	57	30	and	and	CCONJ
easat-4466	57	31	adaptability	adaptability	NOUN
easat-4466	57	32	.	.	PUNCT
easat-4466	58	1	using	use	VERB
easat-4466	58	2	a	a	DET
easat-4466	58	3	variety	variety	NOUN
easat-4466	58	4	of	of	ADP
easat-4466	58	5	frequencies	frequency	NOUN
easat-4466	58	6	,	,	PUNCT
easat-4466	58	7	another	another	DET
easat-4466	58	8	analytical	analytical	ADJ
easat-4466	58	9	work	work	NOUN
easat-4466	58	10	was	be	AUX
easat-4466	58	11	published	publish	VERB
easat-4466	58	12	by	by	ADP
easat-4466	58	13	alrubaie	alrubaie	PROPN
easat-4466	58	14	,	,	PUNCT
easat-4466	58	15	et	et	PROPN
easat-4466	58	16	al	al	PROPN
easat-4466	58	17	.	.	PUNCT
easat-4466	59	1	[	[	X
easat-4466	59	2	25	25	NUM
easat-4466	59	3	]	]	PUNCT
easat-4466	59	4	that	that	SCONJ
easat-4466	59	5	utilized	utilize	VERB
easat-4466	59	6	artificial	artificial	ADJ
easat-4466	59	7	intelligence	intelligence	NOUN
easat-4466	59	8	to	to	PART
easat-4466	59	9	determine	determine	VERB
easat-4466	59	10	route	route	NOUN
easat-4466	59	11	loss	loss	NOUN
easat-4466	59	12	in	in	ADP
easat-4466	59	13	suburban	suburban	ADJ
easat-4466	59	14	and	and	CCONJ
easat-4466	59	15	urban	urban	ADJ
easat-4466	59	16	settings	setting	NOUN
easat-4466	59	17	.	.	PUNCT
easat-4466	60	1	a	a	DET
easat-4466	60	2	model	model	NOUN
easat-4466	60	3	was	be	AUX
easat-4466	60	4	developed	develop	VERB
easat-4466	60	5	to	to	PART
easat-4466	60	6	forecast	forecast	VERB
easat-4466	60	7	the	the	DET
easat-4466	60	8	amount	amount	NOUN
easat-4466	60	9	of	of	ADP
easat-4466	60	10	artificial	artificial	ADJ
easat-4466	60	11	neural	neural	ADJ
easat-4466	60	12	network	network	NOUN
easat-4466	60	13	(	(	PUNCT
easat-4466	60	14	ann)-based	ann)-base	VERB
easat-4466	60	15	track	track	NOUN
easat-4466	60	16	loss	loss	NOUN
easat-4466	60	17	in	in	ADP
easat-4466	60	18	a	a	DET
easat-4466	60	19	multi	multi	ADJ
easat-4466	60	20	-	-	ADJ
easat-4466	60	21	wall	wall	ADJ
easat-4466	60	22	environment	environment	NOUN
easat-4466	60	23	.	.	PUNCT
easat-4466	61	1	the	the	DET
easat-4466	61	2	model	model	NOUN
easat-4466	61	3	took	take	VERB
easat-4466	61	4	into	into	ADP
easat-4466	61	5	consideration	consideration	NOUN
easat-4466	61	6	frequency	frequency	NOUN
easat-4466	61	7	,	,	PUNCT
easat-4466	61	8	distance	distance	NOUN
easat-4466	61	9	,	,	PUNCT
easat-4466	61	10	ground	ground	NOUN
easat-4466	61	11	attenuation	attenuation	NOUN
easat-4466	61	12	,	,	PUNCT
easat-4466	61	13	and	and	CCONJ
easat-4466	61	14	wall	wall	PROPN
easat-4466	61	15	variables	variable	NOUN
easat-4466	61	16	.	.	PUNCT
easat-4466	62	1	the	the	DET
easat-4466	62	2	results	result	NOUN
easat-4466	62	3	demonstrated	demonstrate	VERB
easat-4466	62	4	that	that	SCONJ
easat-4466	62	5	the	the	DET
easat-4466	62	6	accuracy	accuracy	NOUN
easat-4466	62	7	of	of	ADP
easat-4466	62	8	the	the	DET
easat-4466	62	9	suggested	suggest	VERB
easat-4466	62	10	model	model	NOUN
easat-4466	62	11	's	's	PART
easat-4466	62	12	prediction	prediction	NOUN
easat-4466	62	13	is	be	AUX
easat-4466	62	14	determined	determine	VERB
easat-4466	62	15	by	by	ADP
easat-4466	62	16	the	the	DET
easat-4466	62	17	distance	distance	NOUN
easat-4466	62	18	between	between	ADP
easat-4466	62	19	the	the	DET
easat-4466	62	20	transmission	transmission	NOUN
easat-4466	62	21	and	and	CCONJ
easat-4466	62	22	reception	reception	NOUN
easat-4466	62	23	nodes	node	NOUN
easat-4466	62	24	,	,	PUNCT
easat-4466	62	25	which	which	PRON
easat-4466	62	26	is	be	AUX
easat-4466	62	27	the	the	DET
easat-4466	62	28	key	key	ADJ
easat-4466	62	29	factor	factor	NOUN
easat-4466	62	30	determining	determine	VERB
easat-4466	62	31	signal	signal	ADJ
easat-4466	62	32	attenuation	attenuation	NOUN
easat-4466	62	33	.	.	PUNCT
easat-4466	63	1	further	further	ADJ
easat-4466	63	2	analysis	analysis	NOUN
easat-4466	63	3	revealed	reveal	VERB
easat-4466	63	4	that	that	SCONJ
easat-4466	63	5	the	the	DET
easat-4466	63	6	suggested	suggest	VERB
easat-4466	63	7	ann	ann	PROPN
easat-4466	63	8	model	model	NOUN
easat-4466	63	9	achieved	achieve	VERB
easat-4466	63	10	superior	superior	ADJ
easat-4466	63	11	prediction	prediction	NOUN
easat-4466	63	12	accuracy	accuracy	NOUN
easat-4466	63	13	when	when	SCONJ
easat-4466	63	14	compared	compare	VERB
easat-4466	63	15	to	to	ADP
easat-4466	63	16	the	the	DET
easat-4466	63	17	two	two	NUM
easat-4466	63	18	-	-	PUNCT
easat-4466	63	19	ray	ray	NOUN
easat-4466	63	20	,	,	PUNCT
easat-4466	63	21	ci	ci	PROPN
easat-4466	63	22	pl	pl	PROPN
easat-4466	63	23	,	,	PUNCT
easat-4466	63	24	and	and	CCONJ
easat-4466	63	25	gaussian	gaussian	ADJ
easat-4466	63	26	process	process	NOUN
easat-4466	63	27	models	model	NOUN
easat-4466	63	28	.	.	PUNCT
easat-4466	64	1	291	291	NUM
easat-4466	64	2	edelweiss	edelweiss	PROPN
easat-4466	64	3	applied	apply	VERB
easat-4466	64	4	science	science	NOUN
easat-4466	64	5	and	and	CCONJ
easat-4466	64	6	technology	technology	NOUN
easat-4466	64	7	issn	issn	PROPN
easat-4466	64	8	:	:	PUNCT
easat-4466	64	9	2576	2576	NUM
easat-4466	64	10	-	-	SYM
easat-4466	64	11	8484	8484	NUM
easat-4466	64	12	vol	vol	NOUN
easat-4466	64	13	.	.	PROPN
easat-4466	65	1	9	9	NUM
easat-4466	65	2	,	,	PUNCT
easat-4466	65	3	no	no	INTJ
easat-4466	65	4	.	.	NOUN
easat-4466	66	1	2	2	NUM
easat-4466	66	2	:	:	SYM
easat-4466	66	3	289	289	NUM
easat-4466	66	4	-	-	SYM
easat-4466	66	5	302	302	NUM
easat-4466	66	6	,	,	PUNCT
easat-4466	66	7	2025	2025	NUM
easat-4466	66	8	doi	doi	NOUN
easat-4466	66	9	:	:	PUNCT
easat-4466	66	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	66	11	©	©	PROPN
easat-4466	66	12	2025	2025	NUM
easat-4466	66	13	by	by	ADP
easat-4466	66	14	the	the	DET
easat-4466	66	15	authors	author	NOUN
easat-4466	66	16	;	;	PUNCT
easat-4466	66	17	licensee	licensee	PROPN
easat-4466	66	18	learning	learning	NOUN
easat-4466	66	19	gate	gate	NOUN
easat-4466	66	20	more	more	ADJ
easat-4466	66	21	study	study	NOUN
easat-4466	66	22	is	be	AUX
easat-4466	66	23	required	require	VERB
easat-4466	66	24	to	to	PART
easat-4466	66	25	understand	understand	VERB
easat-4466	66	26	how	how	SCONJ
easat-4466	66	27	to	to	ADP
easat-4466	66	28	harness	harness	NOUN
easat-4466	66	29	ai	ai	NOUN
easat-4466	66	30	skills	skill	NOUN
easat-4466	66	31	to	to	PART
easat-4466	66	32	construct	construct	VERB
easat-4466	66	33	accurate	accurate	ADJ
easat-4466	66	34	and	and	CCONJ
easat-4466	66	35	actionable	actionable	ADJ
easat-4466	66	36	models	model	NOUN
easat-4466	66	37	in	in	ADP
easat-4466	66	38	varied	varied	ADJ
easat-4466	66	39	situations	situation	NOUN
easat-4466	66	40	,	,	PUNCT
easat-4466	66	41	notwithstanding	notwithstanding	ADP
easat-4466	66	42	these	these	DET
easat-4466	66	43	studies	study	NOUN
easat-4466	66	44	.	.	PUNCT
easat-4466	67	1	using	use	VERB
easat-4466	67	2	the	the	DET
easat-4466	67	3	parameters	parameter	NOUN
easat-4466	67	4	of	of	ADP
easat-4466	67	5	artificial	artificial	ADJ
easat-4466	67	6	neural	neural	ADJ
easat-4466	67	7	networks	network	NOUN
easat-4466	67	8	trained	train	VERB
easat-4466	67	9	in	in	ADP
easat-4466	67	10	a	a	DET
easat-4466	67	11	certain	certain	ADJ
easat-4466	67	12	kind	kind	NOUN
easat-4466	67	13	of	of	ADP
easat-4466	67	14	setting	setting	NOUN
easat-4466	67	15	,	,	PUNCT
easat-4466	67	16	this	this	DET
easat-4466	67	17	study	study	NOUN
easat-4466	67	18	intends	intend	VERB
easat-4466	67	19	to	to	PART
easat-4466	67	20	create	create	VERB
easat-4466	67	21	prediction	prediction	NOUN
easat-4466	67	22	models	model	NOUN
easat-4466	67	23	.	.	PUNCT
easat-4466	68	1	in	in	ADP
easat-4466	68	2	addition	addition	NOUN
easat-4466	68	3	to	to	ADP
easat-4466	68	4	being	be	AUX
easat-4466	68	5	tiny	tiny	ADJ
easat-4466	68	6	,	,	PUNCT
easat-4466	68	7	having	have	VERB
easat-4466	68	8	straightforward	straightforward	ADJ
easat-4466	68	9	programming	programming	NOUN
easat-4466	68	10	,	,	PUNCT
easat-4466	68	11	and	and	CCONJ
easat-4466	68	12	not	not	PART
easat-4466	68	13	requiring	require	VERB
easat-4466	68	14	neural	neural	ADJ
easat-4466	68	15	networking	network	VERB
easat-4466	68	16	software	software	NOUN
easat-4466	68	17	,	,	PUNCT
easat-4466	68	18	this	this	DET
easat-4466	68	19	model	model	NOUN
easat-4466	68	20	is	be	AUX
easat-4466	68	21	also	also	ADV
easat-4466	68	22	feature	feature	NOUN
easat-4466	68	23	-	-	PUNCT
easat-4466	68	24	rich	rich	ADJ
easat-4466	68	25	.	.	PUNCT
easat-4466	69	1	our	our	PRON
easat-4466	69	2	source	source	NOUN
easat-4466	69	3	for	for	ADP
easat-4466	69	4	this	this	DET
easat-4466	69	5	empirical	empirical	ADJ
easat-4466	69	6	data	datum	NOUN
easat-4466	69	7	will	will	AUX
easat-4466	69	8	be	be	AUX
easat-4466	69	9	the	the	DET
easat-4466	69	10	work	work	NOUN
easat-4466	69	11	of	of	ADP
easat-4466	69	12	elmezughi	elmezughi	PROPN
easat-4466	69	13	,	,	PUNCT
easat-4466	69	14	et	et	PROPN
easat-4466	69	15	al	al	PROPN
easat-4466	69	16	.	.	PUNCT
easat-4466	70	1	[	[	X
easat-4466	70	2	26	26	NUM
easat-4466	70	3	]	]	PUNCT
easat-4466	70	4	which	which	PRON
easat-4466	70	5	focuses	focus	VERB
easat-4466	70	6	on	on	ADP
easat-4466	70	7	lane	lane	NOUN
easat-4466	70	8	loss	loss	NOUN
easat-4466	70	9	in	in	ADP
easat-4466	70	10	a	a	DET
easat-4466	70	11	concretized	concretize	VERB
easat-4466	70	12	surface	surface	NOUN
easat-4466	70	13	environment	environment	NOUN
easat-4466	70	14	.	.	PUNCT
easat-4466	71	1	an	an	DET
easat-4466	71	2	artificial	artificial	ADJ
easat-4466	71	3	neural	neural	ADJ
easat-4466	71	4	network	network	NOUN
easat-4466	71	5	will	will	AUX
easat-4466	71	6	examine	examine	VERB
easat-4466	71	7	and	and	CCONJ
easat-4466	71	8	analyze	analyze	VERB
easat-4466	71	9	the	the	DET
easat-4466	71	10	data	datum	NOUN
easat-4466	71	11	in	in	ADP
easat-4466	71	12	order	order	NOUN
easat-4466	71	13	to	to	PART
easat-4466	71	14	generate	generate	VERB
easat-4466	71	15	a	a	DET
easat-4466	71	16	prediction	prediction	NOUN
easat-4466	71	17	model	model	NOUN
easat-4466	71	18	using	use	VERB
easat-4466	71	19	the	the	DET
easat-4466	71	20	weights	weight	NOUN
easat-4466	71	21	of	of	ADP
easat-4466	71	22	the	the	DET
easat-4466	71	23	network	network	NOUN
easat-4466	71	24	.	.	PUNCT
easat-4466	72	1	it	it	PRON
easat-4466	72	2	will	will	AUX
easat-4466	72	3	also	also	ADV
easat-4466	72	4	be	be	AUX
easat-4466	72	5	compared	compare	VERB
easat-4466	72	6	to	to	ADP
easat-4466	72	7	the	the	DET
easat-4466	72	8	free	free	ADJ
easat-4466	72	9	-	-	PUNCT
easat-4466	72	10	space	space	NOUN
easat-4466	72	11	path	path	NOUN
easat-4466	72	12	loss	loss	NOUN
easat-4466	72	13	model	model	NOUN
easat-4466	72	14	,	,	PUNCT
easat-4466	72	15	the	the	DET
easat-4466	72	16	tow	tow	NOUN
easat-4466	72	17	-	-	PUNCT
easat-4466	72	18	ray	ray	NOUN
easat-4466	72	19	model	model	NOUN
easat-4466	72	20	,	,	PUNCT
easat-4466	72	21	and	and	CCONJ
easat-4466	72	22	the	the	DET
easat-4466	72	23	normal	normal	ADJ
easat-4466	72	24	-	-	PUNCT
easat-4466	72	25	log	log	NOUN
easat-4466	72	26	model	model	NOUN
easat-4466	72	27	given	give	VERB
easat-4466	72	28	by	by	ADP
easat-4466	72	29	elmezughi	elmezughi	PROPN
easat-4466	72	30	,	,	PUNCT
easat-4466	72	31	et	et	PROPN
easat-4466	72	32	al	al	PROPN
easat-4466	72	33	.	.	PUNCT
easat-4466	73	1	[	[	X
easat-4466	73	2	26	26	NUM
easat-4466	73	3	]	]	PUNCT
easat-4466	73	4	in	in	ADP
easat-4466	73	5	order	order	NOUN
easat-4466	73	6	to	to	PART
easat-4466	73	7	assess	assess	VERB
easat-4466	73	8	the	the	DET
easat-4466	73	9	novel	novel	ADJ
easat-4466	73	10	model	model	NOUN
easat-4466	73	11	.	.	PUNCT
easat-4466	74	1	2	2	X
easat-4466	74	2	.	.	X
easat-4466	74	3	method	method	PROPN
easat-4466	74	4	2.1	2.1	NUM
easat-4466	74	5	.	.	PUNCT
easat-4466	75	1	data	datum	NOUN
easat-4466	75	2	preparation	preparation	NOUN
easat-4466	75	3	the	the	DET
easat-4466	75	4	following	follow	VERB
easat-4466	75	5	succinctly	succinctly	ADV
easat-4466	75	6	summarizes	summarize	VERB
easat-4466	75	7	the	the	DET
easat-4466	75	8	approach	approach	NOUN
easat-4466	75	9	and	and	CCONJ
easat-4466	75	10	technical	technical	ADJ
easat-4466	75	11	specifications	specification	NOUN
easat-4466	75	12	utilized	utilize	VERB
easat-4466	75	13	by	by	ADP
easat-4466	75	14	elmezughi	elmezughi	PROPN
easat-4466	75	15	,	,	PUNCT
easat-4466	75	16	et	et	PROPN
easat-4466	75	17	al	al	PROPN
easat-4466	75	18	.	.	PUNCT
easat-4466	76	1	[	[	X
easat-4466	76	2	26	26	NUM
easat-4466	76	3	]	]	PUNCT
easat-4466	76	4	for	for	ADP
easat-4466	76	5	the	the	DET
easat-4466	76	6	collection	collection	NOUN
easat-4466	76	7	of	of	ADP
easat-4466	76	8	empirical	empirical	ADJ
easat-4466	76	9	data	datum	NOUN
easat-4466	76	10	:	:	PUNCT
easat-4466	76	11	•	•	ADP
easat-4466	76	12	using	use	VERB
easat-4466	76	13	1925	1925	NUM
easat-4466	76	14	mhz	mhz	ADJ
easat-4466	76	15	frequency	frequency	NOUN
easat-4466	76	16	to	to	PART
easat-4466	76	17	conduct	conduct	VERB
easat-4466	76	18	tests	test	NOUN
easat-4466	76	19	instead	instead	ADV
easat-4466	76	20	of	of	ADP
easat-4466	76	21	2.4	2.4	NUM
easat-4466	76	22	ghz	ghz	NOUN
easat-4466	76	23	to	to	PART
easat-4466	76	24	avoid	avoid	VERB
easat-4466	76	25	interference	interference	NOUN
easat-4466	76	26	within	within	ADP
easat-4466	76	27	the	the	DET
easat-4466	76	28	2.4	2.4	NUM
easat-4466	76	29	ghz	ghz	NOUN
easat-4466	76	30	ism	ism	NOUN
easat-4466	76	31	range	range	NOUN
easat-4466	76	32	.	.	PUNCT
easat-4466	77	1	•	•	NUM
easat-4466	77	2	the	the	DET
easat-4466	77	3	target	target	NOUN
easat-4466	77	4	environment	environment	NOUN
easat-4466	77	5	is	be	AUX
easat-4466	77	6	characterized	characterize	VERB
easat-4466	77	7	by	by	ADP
easat-4466	77	8	many	many	ADJ
easat-4466	77	9	concrete	concrete	ADJ
easat-4466	77	10	buildings	building	NOUN
easat-4466	77	11	.	.	PUNCT
easat-4466	78	1	•	•	NUM
easat-4466	78	2	the	the	DET
easat-4466	78	3	transmission	transmission	NOUN
easat-4466	78	4	knot	knot	NOUN
easat-4466	78	5	was	be	AUX
easat-4466	78	6	installed	instal	VERB
easat-4466	78	7	at	at	ADP
easat-4466	78	8	a	a	DET
easat-4466	78	9	center	center	NOUN
easat-4466	78	10	with	with	ADP
easat-4466	78	11	half	half	ADJ
easat-4466	78	12	-	-	PUNCT
easat-4466	78	13	way	way	NOUN
easat-4466	78	14	trains	train	NOUN
easat-4466	78	15	(	(	PUNCT
easat-4466	78	16	5	5	NUM
easat-4466	78	17	,	,	PUNCT
easat-4466	78	18	10	10	NUM
easat-4466	78	19	,	,	PUNCT
easat-4466	78	20	15	15	NUM
easat-4466	78	21	,	,	PUNCT
easat-4466	78	22	20	20	NUM
easat-4466	78	23	,	,	PUNCT
easat-4466	78	24	25	25	NUM
easat-4466	78	25	,	,	PUNCT
easat-4466	78	26	30	30	NUM
easat-4466	78	27	,	,	PUNCT
easat-4466	78	28	35	35	NUM
easat-4466	78	29	,	,	PUNCT
easat-4466	78	30	and	and	CCONJ
easat-4466	78	31	40	40	NUM
easat-4466	78	32	meters	meter	NOUN
easat-4466	78	33	)	)	PUNCT
easat-4466	78	34	.	.	PUNCT
easat-4466	79	1	•	•	NUM
easat-4466	79	2	while	while	SCONJ
easat-4466	79	3	the	the	DET
easat-4466	79	4	received	receive	VERB
easat-4466	79	5	signal	signal	NOUN
easat-4466	79	6	intensity	intensity	NOUN
easat-4466	79	7	readings	reading	NOUN
easat-4466	79	8	were	be	AUX
easat-4466	79	9	taken	take	VERB
easat-4466	79	10	on	on	ADP
easat-4466	79	11	the	the	DET
easat-4466	79	12	perimeter	perimeter	NOUN
easat-4466	79	13	of	of	ADP
easat-4466	79	14	those	those	DET
easat-4466	79	15	circles	circle	NOUN
easat-4466	79	16	in	in	ADP
easat-4466	79	17	16	16	NUM
easat-4466	79	18	radial	radial	ADJ
easat-4466	79	19	directions	direction	NOUN
easat-4466	79	20	and	and	CCONJ
easat-4466	79	21	at	at	ADP
easat-4466	79	22	a	a	DET
easat-4466	79	23	separation	separation	NOUN
easat-4466	79	24	angle	angle	NOUN
easat-4466	79	25	of	of	ADP
easat-4466	79	26	22.5o	22.5o	NUM
easat-4466	79	27	.	.	PUNCT
easat-4466	80	1	•	•	NUM
easat-4466	80	2	the	the	DET
easat-4466	80	3	height	height	NOUN
easat-4466	80	4	of	of	ADP
easat-4466	80	5	antennas	antenna	NOUN
easat-4466	80	6	with	with	ADP
easat-4466	80	7	multi	multi	ADJ
easat-4466	80	8	-	-	ADJ
easat-4466	80	9	directional	directional	ADJ
easat-4466	80	10	radiation	radiation	NOUN
easat-4466	80	11	patterns	pattern	NOUN
easat-4466	80	12	to	to	PART
easat-4466	80	13	be	be	AUX
easat-4466	80	14	20	20	NUM
easat-4466	80	15	cm	cm	NOUN
easat-4466	80	16	above	above	ADP
easat-4466	80	17	the	the	DET
easat-4466	80	18	earth	earth	NOUN
easat-4466	80	19	's	's	PART
easat-4466	80	20	surface	surface	NOUN
easat-4466	80	21	.	.	PUNCT
easat-4466	81	1	•	•	NUM
easat-4466	81	2	total	total	ADJ
easat-4466	81	3	recorded	record	VERB
easat-4466	81	4	data	datum	NOUN
easat-4466	81	5	:	:	PUNCT
easat-4466	81	6	300	300	NUM
easat-4466	81	7	readings	reading	NOUN
easat-4466	81	8	for	for	ADP
easat-4466	81	9	128	128	NUM
easat-4466	81	10	test	test	NOUN
easat-4466	81	11	points	point	NOUN
easat-4466	81	12	.	.	PUNCT
easat-4466	82	1	•	•	NUM
easat-4466	82	2	the	the	DET
easat-4466	82	3	large	large	ADJ
easat-4466	82	4	amount	amount	NOUN
easat-4466	82	5	of	of	ADP
easat-4466	82	6	data	datum	NOUN
easat-4466	82	7	recorded	record	VERB
easat-4466	82	8	gives	give	VERB
easat-4466	82	9	greater	great	ADJ
easat-4466	82	10	accuracy	accuracy	NOUN
easat-4466	82	11	in	in	ADP
easat-4466	82	12	statistical	statistical	ADJ
easat-4466	82	13	aspects	aspect	NOUN
easat-4466	82	14	.	.	PUNCT
easat-4466	83	1	table	table	NOUN
easat-4466	83	2	1	1	NUM
easat-4466	83	3	shows	show	VERB
easat-4466	83	4	128	128	NUM
easat-4466	83	5	test	test	NOUN
easat-4466	83	6	points	point	NOUN
easat-4466	83	7	for	for	ADP
easat-4466	83	8	the	the	DET
easat-4466	83	9	value	value	NOUN
easat-4466	83	10	of	of	ADP
easat-4466	83	11	path	path	NOUN
easat-4466	83	12	losses	loss	NOUN
easat-4466	83	13	for	for	ADP
easat-4466	83	14	the	the	DET
easat-4466	83	15	signal	signal	NOUN
easat-4466	83	16	sent	send	VERB
easat-4466	83	17	.	.	PUNCT
easat-4466	84	1	according	accord	VERB
easat-4466	84	2	to	to	ADP
easat-4466	84	3	the	the	DET
easat-4466	84	4	above	above	ADJ
easat-4466	84	5	,	,	PUNCT
easat-4466	84	6	alsayyari	alsayyari	NOUN
easat-4466	84	7	,	,	PUNCT
easat-4466	84	8	et	et	PROPN
easat-4466	84	9	al	al	PROPN
easat-4466	84	10	.	.	PUNCT
easat-4466	85	1	[	[	X
easat-4466	85	2	14	14	NUM
easat-4466	85	3	]	]	PUNCT
easat-4466	85	4	researcher	researcher	NOUN
easat-4466	85	5	team	team	NOUN
easat-4466	85	6	provided	provide	VERB
easat-4466	85	7	a	a	DET
easat-4466	85	8	model	model	NOUN
easat-4466	85	9	for	for	ADP
easat-4466	85	10	calculating	calculate	VERB
easat-4466	85	11	the	the	DET
easat-4466	85	12	loss	loss	NOUN
easat-4466	85	13	of	of	ADP
easat-4466	85	14	path	path	NOUN
easat-4466	85	15	for	for	ADP
easat-4466	85	16	a	a	DET
easat-4466	85	17	wireless	wireless	ADJ
easat-4466	85	18	network	network	NOUN
easat-4466	85	19	spread	spread	VERB
easat-4466	85	20	in	in	ADP
easat-4466	85	21	a	a	DET
easat-4466	85	22	concrete	concrete	ADJ
easat-4466	85	23	surface	surface	NOUN
easat-4466	85	24	environment	environment	NOUN
easat-4466	85	25	.	.	PUNCT
easat-4466	86	1	many	many	ADJ
easat-4466	86	2	data	datum	NOUN
easat-4466	86	3	points	point	NOUN
easat-4466	86	4	have	have	AUX
easat-4466	86	5	been	be	AUX
easat-4466	86	6	collected	collect	VERB
easat-4466	86	7	for	for	ADP
easat-4466	86	8	the	the	DET
easat-4466	86	9	signal	signal	NOUN
easat-4466	86	10	received	receive	VERB
easat-4466	86	11	,	,	PUNCT
easat-4466	86	12	and	and	CCONJ
easat-4466	86	13	the	the	DET
easat-4466	86	14	characteristics	characteristic	NOUN
easat-4466	86	15	of	of	ADP
easat-4466	86	16	the	the	DET
easat-4466	86	17	log	log	NOUN
easat-4466	86	18	-	-	PUNCT
easat-4466	86	19	normal	normal	ADJ
easat-4466	86	20	shadowing	shadowing	NOUN
easat-4466	86	21	model	model	NOUN
easat-4466	86	22	have	have	AUX
easat-4466	86	23	been	be	AUX
easat-4466	86	24	adjusted	adjust	VERB
easat-4466	86	25	to	to	PART
easat-4466	86	26	provide	provide	VERB
easat-4466	86	27	a	a	DET
easat-4466	86	28	more	more	ADV
easat-4466	86	29	accurate	accurate	ADJ
easat-4466	86	30	model	model	NOUN
easat-4466	86	31	for	for	ADP
easat-4466	86	32	calculating	calculate	VERB
easat-4466	86	33	the	the	DET
easat-4466	86	34	loss	loss	NOUN
easat-4466	86	35	of	of	ADP
easat-4466	86	36	path	path	NOUN
easat-4466	86	37	.	.	PUNCT
easat-4466	87	1	the	the	DET
easat-4466	87	2	proposed	propose	VERB
easat-4466	87	3	model	model	NOUN
easat-4466	87	4	was	be	AUX
easat-4466	87	5	compared	compare	VERB
easat-4466	87	6	with	with	ADP
easat-4466	87	7	the	the	DET
easat-4466	87	8	path	path	NOUN
easat-4466	87	9	loss	loss	NOUN
easat-4466	87	10	models	model	NOUN
easat-4466	87	11	of	of	ADP
easat-4466	87	12	long	long	ADJ
easat-4466	87	13	grass	grass	NOUN
easat-4466	87	14	and	and	CCONJ
easat-4466	87	15	other	other	ADJ
easat-4466	87	16	scattered	scatter	VERB
easat-4466	87	17	tree	tree	NOUN
easat-4466	87	18	environments	environment	NOUN
easat-4466	87	19	presented	present	VERB
easat-4466	87	20	in	in	ADP
easat-4466	87	21	previous	previous	ADJ
easat-4466	87	22	works	work	NOUN
easat-4466	87	23	.	.	PUNCT
easat-4466	88	1	in	in	ADP
easat-4466	88	2	addition	addition	NOUN
easat-4466	88	3	,	,	PUNCT
easat-4466	88	4	the	the	DET
easat-4466	88	5	comparison	comparison	NOUN
easat-4466	88	6	between	between	ADP
easat-4466	88	7	the	the	DET
easat-4466	88	8	proposed	propose	VERB
easat-4466	88	9	model	model	NOUN
easat-4466	88	10	and	and	CCONJ
easat-4466	88	11	commonuse	commonuse	NOUN
easat-4466	88	12	path	path	NOUN
easat-4466	88	13	loss	loss	NOUN
easat-4466	88	14	models	model	NOUN
easat-4466	88	15	such	such	ADJ
easat-4466	88	16	as	as	ADP
easat-4466	88	17	the	the	DET
easat-4466	88	18	free	free	ADJ
easat-4466	88	19	space	space	NOUN
easat-4466	88	20	path	path	NOUN
easat-4466	88	21	loss	loss	NOUN
easat-4466	88	22	(	(	PUNCT
easat-4466	88	23	fspl	fspl	NOUN
easat-4466	88	24	)	)	PUNCT
easat-4466	88	25	and	and	CCONJ
easat-4466	88	26	the	the	DET
easat-4466	88	27	tworay	tworay	ADJ
easat-4466	88	28	path	path	NOUN
easat-4466	88	29	loss	loss	NOUN
easat-4466	88	30	showed	show	VERB
easat-4466	88	31	that	that	SCONJ
easat-4466	88	32	the	the	DET
easat-4466	88	33	two	two	NUM
easat-4466	88	34	models	model	NOUN
easat-4466	88	35	were	be	AUX
easat-4466	88	36	inaccurate	inaccurate	ADJ
easat-4466	88	37	in	in	ADP
easat-4466	88	38	predicting	predict	VERB
easat-4466	88	39	the	the	DET
easat-4466	88	40	amount	amount	NOUN
easat-4466	88	41	of	of	ADP
easat-4466	88	42	loss	loss	NOUN
easat-4466	88	43	of	of	ADP
easat-4466	88	44	path	path	NOUN
easat-4466	88	45	for	for	ADP
easat-4466	88	46	a	a	DET
easat-4466	88	47	wireless	wireless	ADJ
easat-4466	88	48	network	network	NOUN
easat-4466	88	49	spread	spread	VERB
easat-4466	88	50	in	in	ADP
easat-4466	88	51	a	a	DET
easat-4466	88	52	concrete	concrete	ADJ
easat-4466	88	53	surface	surface	NOUN
easat-4466	88	54	environment	environment	NOUN
easat-4466	89	1	[	[	X
easat-4466	89	2	26	26	NUM
easat-4466	89	3	]	]	PUNCT
easat-4466	89	4	.	.	PUNCT
easat-4466	90	1	2.2	2.2	NUM
easat-4466	90	2	.	.	PUNCT
easat-4466	90	3	design	design	NOUN
easat-4466	90	4	and	and	CCONJ
easat-4466	90	5	training	training	NOUN
easat-4466	90	6	of	of	ADP
easat-4466	90	7	ann	ann	PROPN
easat-4466	90	8	many	many	ADJ
easat-4466	90	9	applications	application	NOUN
easat-4466	90	10	in	in	ADP
easat-4466	90	11	the	the	DET
easat-4466	90	12	real	real	ADJ
easat-4466	90	13	world	world	NOUN
easat-4466	90	14	have	have	AUX
easat-4466	90	15	been	be	AUX
easat-4466	90	16	successful	successful	ADJ
easat-4466	90	17	in	in	ADP
easat-4466	90	18	using	use	VERB
easat-4466	90	19	neural	neural	ADJ
easat-4466	90	20	networks	network	NOUN
easat-4466	90	21	as	as	ADP
easat-4466	90	22	an	an	DET
easat-4466	90	23	approximate	approximate	ADJ
easat-4466	90	24	method	method	NOUN
easat-4466	90	25	for	for	ADP
easat-4466	90	26	non	non	ADJ
easat-4466	90	27	-	-	ADJ
easat-4466	90	28	linear	linear	ADJ
easat-4466	90	29	problems	problem	NOUN
easat-4466	90	30	.	.	PUNCT
easat-4466	91	1	the	the	DET
easat-4466	91	2	fast	fast	ADJ
easat-4466	91	3	algorithms	algorithm	NOUN
easat-4466	91	4	rely	rely	VERB
easat-4466	91	5	on	on	ADP
easat-4466	91	6	well	well	ADV
easat-4466	91	7	-	-	PUNCT
easat-4466	91	8	established	establish	VERB
easat-4466	91	9	methods	method	NOUN
easat-4466	91	10	to	to	PART
easat-4466	91	11	improve	improve	VERB
easat-4466	91	12	the	the	DET
easat-4466	91	13	number	number	NOUN
easat-4466	91	14	,	,	PUNCT
easat-4466	91	15	such	such	ADJ
easat-4466	91	16	as	as	ADP
easat-4466	91	17	levenberg	levenberg	PROPN
easat-4466	91	18	-	-	PUNCT
easat-4466	91	19	marquardt	marquardt	PROPN
easat-4466	91	20	(	(	PUNCT
easat-4466	91	21	lm	lm	PROPN
easat-4466	91	22	)	)	PUNCT
easat-4466	91	23	.	.	PUNCT
easat-4466	92	1	four	four	NUM
easat-4466	92	2	indicators	indicator	NOUN
easat-4466	92	3	are	be	AUX
easat-4466	92	4	used	use	VERB
easat-4466	92	5	as	as	ADP
easat-4466	92	6	tools	tool	NOUN
easat-4466	92	7	for	for	ADP
easat-4466	92	8	assessing	assess	VERB
easat-4466	92	9	network	network	NOUN
easat-4466	92	10	performance	performance	NOUN
easat-4466	92	11	and	and	CCONJ
easat-4466	92	12	clarifying	clarify	VERB
easat-4466	92	13	error	error	NOUN
easat-4466	92	14	rates	rate	NOUN
easat-4466	92	15	:	:	PUNCT
easat-4466	92	16	average	average	ADJ
easat-4466	92	17	square	square	ADJ
easat-4466	92	18	error	error	NOUN
easat-4466	92	19	(	(	PUNCT
easat-4466	92	20	mse	mse	NOUN
easat-4466	92	21	)	)	PUNCT
easat-4466	92	22	,	,	PUNCT
easat-4466	92	23	determining	determine	VERB
easat-4466	92	24	factor	factor	NOUN
easat-4466	92	25	(	(	PUNCT
easat-4466	92	26	r2	r2	PROPN
easat-4466	92	27	)	)	PUNCT
easat-4466	92	28	,	,	PUNCT
easat-4466	92	29	and	and	CCONJ
easat-4466	92	30	average	average	ADJ
easat-4466	92	31	absolute	absolute	ADJ
easat-4466	92	32	error	error	NOUN
easat-4466	92	33	(	(	PUNCT
easat-4466	92	34	mae	mae	PROPN
easat-4466	92	35	)	)	PUNCT
easat-4466	92	36	.	.	PUNCT
easat-4466	93	1	the	the	DET
easat-4466	93	2	following	follow	VERB
easat-4466	93	3	eq	eq	X
easat-4466	93	4	.	.	PUNCT
easat-4466	93	5	(	(	PUNCT
easat-4466	93	6	2	2	NUM
easat-4466	93	7	)	)	PUNCT
easat-4466	93	8	–	–	PUNCT
easat-4466	93	9	eq	eq	NOUN
easat-4466	93	10	.	.	PUNCT
easat-4466	94	1	(	(	PUNCT
easat-4466	94	2	4	4	X
easat-4466	94	3	)	)	PUNCT
easat-4466	94	4	are	be	AUX
easat-4466	94	5	used	use	VERB
easat-4466	94	6	to	to	PART
easat-4466	94	7	develop	develop	VERB
easat-4466	94	8	these	these	DET
easat-4466	94	9	measurements	measurement	NOUN
easat-4466	94	10	:	:	PUNCT
easat-4466	95	1	[	[	X
easat-4466	95	2	25	25	NUM
easat-4466	95	3	,	,	PUNCT
easat-4466	95	4	27	27	NUM
easat-4466	95	5	]	]	PUNCT
easat-4466	95	6	.	.	PUNCT
easat-4466	96	1	𝑀𝑆𝐸	𝑀𝑆𝐸	NOUN
easat-4466	96	2	=	=	SYM
easat-4466	96	3	1	1	NUM
easat-4466	96	4	𝑚	𝑚	NOUN
easat-4466	96	5	∑	∑	PUNCT
easat-4466	96	6	(	(	PUNCT
easat-4466	96	7	𝑇𝑖	𝑇𝑖	PROPN
easat-4466	96	8	−𝑁𝑖	−𝑁𝑖	NOUN
easat-4466	96	9	)	)	PUNCT
easat-4466	96	10	2𝑚	2𝑚	NOUN
easat-4466	96	11	𝑖=1	𝑖=1	PUNCT
easat-4466	96	12	(	(	PUNCT
easat-4466	96	13	2	2	X
easat-4466	96	14	)	)	PUNCT
easat-4466	96	15	𝑀𝐴𝐸	𝑀𝐴𝐸	NOUN
easat-4466	96	16	=	=	SYM
easat-4466	96	17	1	1	NUM
easat-4466	96	18	𝑚	𝑚	NOUN
easat-4466	96	19	∑	∑	PROPN
easat-4466	96	20	|𝑇𝑖	|𝑇𝑖	PROPN
easat-4466	96	21	−𝑁𝑖|	−𝑁𝑖|	PROPN
easat-4466	96	22	𝑚	𝑚	X
easat-4466	96	23	𝑖=1	𝑖=1	PROPN
easat-4466	96	24	(	(	PUNCT
easat-4466	96	25	3	3	NUM
easat-4466	96	26	)	)	PUNCT
easat-4466	96	27	𝑅2	𝑅2	NOUN
easat-4466	96	28	=	=	NOUN
easat-4466	96	29	1	1	NUM
easat-4466	96	30	−	−	NOUN
easat-4466	96	31	∑	∑	PUNCT
easat-4466	96	32	(	(	PUNCT
easat-4466	96	33	𝑇𝑖−𝑁𝑖	𝑇𝑖−𝑁𝑖	NOUN
easat-4466	96	34	)	)	PUNCT
easat-4466	96	35	2𝑚	2𝑚	NOUN
easat-4466	96	36	𝑖=1	𝑖=1	PUNCT
easat-4466	96	37	∑	∑	PUNCT
easat-4466	96	38	(	(	PUNCT
easat-4466	96	39	𝑁𝑖	𝑁𝑖	PROPN
easat-4466	96	40	)	)	PUNCT
easat-4466	96	41	2𝑚	2𝑚	NOUN
easat-4466	96	42	𝑖=1	𝑖=1	PUNCT
easat-4466	96	43	(	(	PUNCT
easat-4466	96	44	4	4	X
easat-4466	96	45	)	)	PUNCT
easat-4466	96	46	292	292	NUM
easat-4466	96	47	edelweiss	edelweiss	PROPN
easat-4466	96	48	applied	apply	VERB
easat-4466	96	49	science	science	NOUN
easat-4466	96	50	and	and	CCONJ
easat-4466	96	51	technology	technology	NOUN
easat-4466	96	52	issn	issn	PROPN
easat-4466	96	53	:	:	PUNCT
easat-4466	96	54	2576	2576	NUM
easat-4466	96	55	-	-	SYM
easat-4466	96	56	8484	8484	NUM
easat-4466	96	57	vol	vol	NOUN
easat-4466	96	58	.	.	PROPN
easat-4466	97	1	9	9	NUM
easat-4466	97	2	,	,	PUNCT
easat-4466	97	3	no	no	INTJ
easat-4466	97	4	.	.	NOUN
easat-4466	98	1	2	2	NUM
easat-4466	98	2	:	:	SYM
easat-4466	98	3	289	289	NUM
easat-4466	98	4	-	-	SYM
easat-4466	98	5	302	302	NUM
easat-4466	98	6	,	,	PUNCT
easat-4466	98	7	2025	2025	NUM
easat-4466	98	8	doi	doi	NOUN
easat-4466	98	9	:	:	PUNCT
easat-4466	98	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	98	11	©	©	PROPN
easat-4466	98	12	2025	2025	NUM
easat-4466	98	13	by	by	ADP
easat-4466	98	14	the	the	DET
easat-4466	98	15	authors	author	NOUN
easat-4466	98	16	;	;	PUNCT
easat-4466	98	17	licensee	licensee	PROPN
easat-4466	98	18	learning	learning	NOUN
easat-4466	98	19	gate	gate	NOUN
easat-4466	98	20	where	where	SCONJ
easat-4466	98	21	ti	ti	PROPN
easat-4466	98	22	is	be	AUX
easat-4466	98	23	the	the	DET
easat-4466	98	24	target	target	NOUN
easat-4466	98	25	result	result	NOUN
easat-4466	98	26	for	for	ADP
easat-4466	98	27	i	i	PRON
easat-4466	98	28	in	in	ADP
easat-4466	98	29	the	the	DET
easat-4466	98	30	training	training	NOUN
easat-4466	98	31	data	datum	NOUN
easat-4466	98	32	,	,	PUNCT
easat-4466	98	33	ni	ni	PROPN
easat-4466	98	34	is	be	AUX
easat-4466	98	35	the	the	DET
easat-4466	98	36	actual	actual	ADJ
easat-4466	98	37	network	network	NOUN
easat-4466	98	38	result	result	VERB
easat-4466	98	39	for	for	ADP
easat-4466	98	40	i	i	PRON
easat-4466	98	41	,	,	PUNCT
easat-4466	98	42	and	and	CCONJ
easat-4466	98	43	m	m	PROPN
easat-4466	98	44	is	be	AUX
easat-4466	98	45	the	the	DET
easat-4466	98	46	total	total	ADJ
easat-4466	98	47	number	number	NOUN
easat-4466	98	48	of	of	ADP
easat-4466	98	49	training	training	NOUN
easat-4466	98	50	data	datum	NOUN
easat-4466	98	51	points	point	NOUN
easat-4466	98	52	.	.	PUNCT
easat-4466	99	1	to	to	PART
easat-4466	99	2	determine	determine	VERB
easat-4466	99	3	the	the	DET
easat-4466	99	4	relative	relative	ADJ
easat-4466	99	5	importance	importance	NOUN
easat-4466	99	6	of	of	ADP
easat-4466	99	7	a	a	DET
easat-4466	99	8	given	give	VERB
easat-4466	99	9	entry	entry	NOUN
easat-4466	99	10	factor	factor	NOUN
easat-4466	99	11	i	i	PRON
easat-4466	99	12	,	,	PUNCT
easat-4466	99	13	use	use	VERB
easat-4466	99	14	the	the	DET
easat-4466	99	15	following	following	NOUN
easat-4466	99	16	eq	eq	X
easat-4466	99	17	.	.	PUNCT
easat-4466	100	1	(	(	PUNCT
easat-4466	100	2	5	5	NUM
easat-4466	100	3	)	)	PUNCT
easat-4466	100	4	,	,	PUNCT
easat-4466	100	5	developed	develop	VERB
easat-4466	100	6	by	by	ADP
easat-4466	100	7	olden	olden	ADJ
easat-4466	100	8	,	,	PUNCT
easat-4466	100	9	et	et	PROPN
easat-4466	100	10	al	al	PROPN
easat-4466	100	11	.	.	PUNCT
easat-4466	101	1	[	[	X
easat-4466	101	2	28	28	NUM
easat-4466	101	3	]	]	PUNCT
easat-4466	101	4	.	.	PUNCT
easat-4466	102	1	𝐼𝑚𝑝(𝑖	𝐼𝑚𝑝(𝑖	NOUN
easat-4466	102	2	)	)	PUNCT
easat-4466	103	1	=	=	PUNCT
easat-4466	103	2	∑	∑	PUNCT
easat-4466	103	3	𝐼𝑊𝑖ℎ(𝑥)𝑂𝑊ℎ𝑜(𝑥	𝐼𝑊𝑖ℎ(𝑥)𝑂𝑊ℎ𝑜(𝑥	PROPN
easat-4466	103	4	)	)	PUNCT
easat-4466	103	5	𝑚	𝑚	NOUN
easat-4466	103	6	𝑖=1	𝑖=1	PROPN
easat-4466	103	7	(	(	PUNCT
easat-4466	103	8	5	5	X
easat-4466	103	9	)	)	PUNCT
easat-4466	103	10	the	the	DET
easat-4466	103	11	weight	weight	NOUN
easat-4466	103	12	of	of	ADP
easat-4466	103	13	the	the	DET
easat-4466	103	14	connection	connection	NOUN
easat-4466	103	15	between	between	ADP
easat-4466	103	16	the	the	DET
easat-4466	103	17	input	input	NOUN
easat-4466	103	18	and	and	CCONJ
easat-4466	103	19	output	output	NOUN
easat-4466	103	20	parameters	parameter	NOUN
easat-4466	103	21	i	i	PRON
easat-4466	103	22	,	,	PUNCT
easat-4466	103	23	as	as	ADV
easat-4466	103	24	well	well	ADV
easat-4466	103	25	as	as	ADP
easat-4466	103	26	the	the	DET
easat-4466	103	27	hidden	hidden	ADJ
easat-4466	103	28	neuron	neuron	NOUN
easat-4466	103	29	x	x	X
easat-4466	103	30	,	,	PUNCT
easat-4466	103	31	is	be	AUX
easat-4466	103	32	indicated	indicate	VERB
easat-4466	103	33	by	by	ADP
easat-4466	103	34	iwih(x	iwih(x	NOUN
easat-4466	103	35	)	)	PUNCT
easat-4466	103	36	and	and	CCONJ
easat-4466	103	37	owho(x	owho(x	NOUN
easat-4466	103	38	)	)	PUNCT
easat-4466	103	39	,	,	PUNCT
easat-4466	103	40	respectively	respectively	ADV
easat-4466	103	41	.	.	PUNCT
easat-4466	104	1	the	the	DET
easat-4466	104	2	total	total	ADJ
easat-4466	104	3	number	number	NOUN
easat-4466	104	4	of	of	ADP
easat-4466	104	5	hidden	hide	VERB
easat-4466	104	6	neurons	neuron	NOUN
easat-4466	104	7	is	be	AUX
easat-4466	104	8	given	give	VERB
easat-4466	104	9	by	by	ADP
easat-4466	104	10	m	m	PROPN
easat-4466	104	11	,	,	PUNCT
easat-4466	104	12	and	and	CCONJ
easat-4466	104	13	the	the	DET
easat-4466	104	14	hidden	hide	VERB
easat-4466	104	15	neuron	neuron	NOUN
easat-4466	104	16	's	's	PART
easat-4466	104	17	index	index	NOUN
easat-4466	104	18	number	number	NOUN
easat-4466	104	19	is	be	AUX
easat-4466	104	20	x.	x.	NOUN
easat-4466	104	21	imp(i	imp(i	PROPN
easat-4466	104	22	)	)	PUNCT
easat-4466	104	23	represents	represent	VERB
easat-4466	104	24	the	the	DET
easat-4466	104	25	relative	relative	ADJ
easat-4466	104	26	significance	significance	NOUN
easat-4466	104	27	of	of	ADP
easat-4466	104	28	parameter	parameter	PROPN
easat-4466	104	29	i.	i.	PROPN
easat-4466	104	30	in	in	ADP
easat-4466	104	31	the	the	DET
easat-4466	104	32	current	current	ADJ
easat-4466	104	33	study	study	NOUN
easat-4466	104	34	,	,	PUNCT
easat-4466	104	35	we	we	PRON
easat-4466	104	36	employed	employ	VERB
easat-4466	104	37	eq	eq	ADP
easat-4466	104	38	.	.	PUNCT
easat-4466	105	1	(	(	PUNCT
easat-4466	105	2	5	5	NUM
easat-4466	105	3	)	)	PUNCT
easat-4466	105	4	to	to	PART
easat-4466	105	5	determine	determine	VERB
easat-4466	105	6	the	the	DET
easat-4466	105	7	relevance	relevance	NOUN
easat-4466	105	8	of	of	ADP
easat-4466	105	9	each	each	DET
easat-4466	105	10	suggested	suggest	VERB
easat-4466	105	11	network	network	NOUN
easat-4466	105	12	input	input	NOUN
easat-4466	105	13	parameter	parameter	NOUN
easat-4466	105	14	.	.	PUNCT
easat-4466	106	1	table	table	NOUN
easat-4466	106	2	1	1	NUM
easat-4466	106	3	presents	present	VERB
easat-4466	106	4	the	the	DET
easat-4466	106	5	data	datum	NOUN
easat-4466	106	6	set	set	VERB
easat-4466	106	7	used	use	VERB
easat-4466	106	8	for	for	ADP
easat-4466	106	9	network	network	NOUN
easat-4466	106	10	training	training	NOUN
easat-4466	106	11	,	,	PUNCT
easat-4466	106	12	while	while	SCONJ
easat-4466	106	13	table	table	NOUN
easat-4466	106	14	2	2	NUM
easat-4466	106	15	provides	provide	VERB
easat-4466	106	16	a	a	DET
easat-4466	106	17	brief	brief	ADJ
easat-4466	106	18	summary	summary	NOUN
easat-4466	106	19	of	of	ADP
easat-4466	106	20	their	their	PRON
easat-4466	106	21	respective	respective	ADJ
easat-4466	106	22	ranges	range	NOUN
easat-4466	106	23	.	.	PUNCT
easat-4466	107	1	the	the	DET
easat-4466	107	2	input	input	NOUN
easat-4466	107	3	vectors	vector	NOUN
easat-4466	107	4	of	of	ADP
easat-4466	107	5	the	the	DET
easat-4466	107	6	network	network	NOUN
easat-4466	107	7	are	be	AUX
easat-4466	107	8	the	the	DET
easat-4466	107	9	distance	distance	NOUN
easat-4466	107	10	between	between	ADP
easat-4466	107	11	the	the	DET
easat-4466	107	12	transmission	transmission	NOUN
easat-4466	107	13	and	and	CCONJ
easat-4466	107	14	reception	reception	NOUN
easat-4466	107	15	antennas	antenna	NOUN
easat-4466	107	16	(	(	PUNCT
easat-4466	107	17	d	d	NOUN
easat-4466	107	18	)	)	PUNCT
easat-4466	107	19	and	and	CCONJ
easat-4466	107	20	the	the	DET
easat-4466	107	21	radial	radial	ADJ
easat-4466	107	22	angle	angle	NOUN
easat-4466	107	23	(	(	PUNCT
easat-4466	107	24	θ	θ	NOUN
easat-4466	107	25	)	)	PUNCT
easat-4466	107	26	of	of	ADP
easat-4466	107	27	the	the	DET
easat-4466	107	28	reception	reception	NOUN
easat-4466	107	29	node	node	NOUN
easat-4466	107	30	site	site	NOUN
easat-4466	107	31	,	,	PUNCT
easat-4466	107	32	while	while	SCONJ
easat-4466	107	33	the	the	DET
easat-4466	107	34	output	output	NOUN
easat-4466	107	35	vector	vector	NOUN
easat-4466	107	36	is	be	AUX
easat-4466	107	37	the	the	DET
easat-4466	107	38	loss	loss	NOUN
easat-4466	107	39	of	of	ADP
easat-4466	107	40	path	path	NOUN
easat-4466	107	41	(	(	PUNCT
easat-4466	107	42	pl	pl	NOUN
easat-4466	107	43	)	)	PUNCT
easat-4466	107	44	.	.	PUNCT
easat-4466	108	1	table	table	NOUN
easat-4466	108	2	1	1	NUM
easat-4466	108	3	.	.	PUNCT
easat-4466	109	1	imperial	imperial	ADJ
easat-4466	109	2	path	path	NOUN
easat-4466	109	3	loss	loss	NOUN
easat-4466	109	4	measurements	measurement	NOUN
easat-4466	109	5	in	in	ADP
easat-4466	109	6	[	[	X
easat-4466	109	7	db	db	X
easat-4466	109	8	]	]	X
easat-4466	109	9	for	for	ADP
easat-4466	109	10	128	128	NUM
easat-4466	109	11	locations	location	NOUN
easat-4466	109	12	[	[	X
easat-4466	109	13	26	26	NUM
easat-4466	109	14	]	]	PUNCT
easat-4466	109	15	.	.	PUNCT
easat-4466	110	1	radial	radial	ADJ
easat-4466	110	2	no	no	PROPN
easat-4466	110	3	.	.	PUNCT
easat-4466	110	4	radial	radial	ADJ
easat-4466	110	5	angle	angle	NOUN
easat-4466	110	6	(	(	PUNCT
easat-4466	110	7	θ	θ	NOUN
easat-4466	110	8	)	)	PUNCT
easat-4466	110	9	degree	degree	NOUN
easat-4466	110	10	distance	distance	NOUN
easat-4466	110	11	(	(	PUNCT
easat-4466	110	12	d	d	NOUN
easat-4466	110	13	)	)	PUNCT
easat-4466	110	14	5	5	NUM
easat-4466	110	15	m	m	NUM
easat-4466	110	16	10	10	NUM
easat-4466	110	17	m	m	NUM
easat-4466	110	18	15	15	NUM
easat-4466	110	19	m	m	NOUN
easat-4466	110	20	20	20	NUM
easat-4466	110	21	m	m	NUM
easat-4466	110	22	25	25	NUM
easat-4466	110	23	m	m	NOUN
easat-4466	110	24	30	30	NUM
easat-4466	110	25	m	m	NUM
easat-4466	110	26	35	35	NUM
easat-4466	110	27	m	m	NUM
easat-4466	110	28	40	40	NUM
easat-4466	110	29	m	m	NOUN
easat-4466	110	30	1	1	NUM
easat-4466	110	31	0	0	NUM
easat-4466	110	32	93	93	NUM
easat-4466	110	33	100	100	NUM
easat-4466	110	34	106	106	NUM
easat-4466	110	35	112	112	NUM
easat-4466	110	36	115	115	NUM
easat-4466	110	37	116	116	NUM
easat-4466	110	38	120	120	NUM
easat-4466	110	39	120	120	NUM
easat-4466	110	40	2	2	NUM
easat-4466	110	41	22.5	22.5	NUM
easat-4466	110	42	92	92	NUM
easat-4466	110	43	100	100	NUM
easat-4466	110	44	106	106	NUM
easat-4466	110	45	111	111	NUM
easat-4466	110	46	114	114	NUM
easat-4466	110	47	116	116	NUM
easat-4466	110	48	120	120	NUM
easat-4466	110	49	120	120	NUM
easat-4466	110	50	3	3	NUM
easat-4466	110	51	45	45	NUM
easat-4466	110	52	91	91	NUM
easat-4466	110	53	97	97	NUM
easat-4466	110	54	103	103	NUM
easat-4466	110	55	107	107	NUM
easat-4466	110	56	111	111	NUM
easat-4466	110	57	114	114	NUM
easat-4466	110	58	118	118	NUM
easat-4466	110	59	119	119	NUM
easat-4466	110	60	4	4	NUM
easat-4466	110	61	67.5	67.5	NUM
easat-4466	110	62	89	89	NUM
easat-4466	110	63	98	98	NUM
easat-4466	110	64	102	102	NUM
easat-4466	110	65	107	107	NUM
easat-4466	110	66	111	111	NUM
easat-4466	110	67	115	115	NUM
easat-4466	110	68	117	117	NUM
easat-4466	110	69	118	118	NUM
easat-4466	110	70	5	5	NUM
easat-4466	110	71	90	90	NUM
easat-4466	110	72	88	88	NUM
easat-4466	110	73	97	97	NUM
easat-4466	110	74	102	102	NUM
easat-4466	110	75	107	107	NUM
easat-4466	110	76	113	113	NUM
easat-4466	110	77	114	114	NUM
easat-4466	110	78	118	118	NUM
easat-4466	110	79	119	119	NUM
easat-4466	110	80	6	6	NUM
easat-4466	110	81	112.5	112.5	NUM
easat-4466	110	82	90	90	NUM
easat-4466	110	83	98	98	NUM
easat-4466	110	84	103	103	NUM
easat-4466	110	85	106	106	NUM
easat-4466	110	86	112	112	NUM
easat-4466	110	87	114	114	NUM
easat-4466	110	88	117	117	NUM
easat-4466	110	89	118	118	NUM
easat-4466	110	90	7	7	NUM
easat-4466	110	91	135	135	NUM
easat-4466	110	92	90	90	NUM
easat-4466	110	93	98	98	NUM
easat-4466	110	94	103	103	NUM
easat-4466	110	95	107	107	NUM
easat-4466	110	96	114	114	NUM
easat-4466	110	97	115	115	NUM
easat-4466	110	98	118	118	NUM
easat-4466	110	99	116	116	NUM
easat-4466	110	100	8	8	NUM
easat-4466	110	101	157.5	157.5	NUM
easat-4466	110	102	90	90	NUM
easat-4466	110	103	99	99	NUM
easat-4466	110	104	103	103	NUM
easat-4466	110	105	108	108	NUM
easat-4466	110	106	112	112	NUM
easat-4466	110	107	112	112	NUM
easat-4466	110	108	116	116	NUM
easat-4466	110	109	117	117	NUM
easat-4466	110	110	9	9	NUM
easat-4466	110	111	180	180	NUM
easat-4466	110	112	89	89	NUM
easat-4466	110	113	99	99	NUM
easat-4466	110	114	104	104	NUM
easat-4466	110	115	107	107	NUM
easat-4466	110	116	112	112	NUM
easat-4466	110	117	115	115	NUM
easat-4466	110	118	115	115	NUM
easat-4466	110	119	115	115	NUM
easat-4466	110	120	10	10	NUM
easat-4466	110	121	202.5	202.5	NUM
easat-4466	110	122	86	86	NUM
easat-4466	110	123	96	96	NUM
easat-4466	110	124	101	101	NUM
easat-4466	110	125	105	105	NUM
easat-4466	110	126	109	109	NUM
easat-4466	110	127	113	113	NUM
easat-4466	110	128	114	114	NUM
easat-4466	110	129	113	113	NUM
easat-4466	110	130	11	11	NUM
easat-4466	110	131	225	225	NUM
easat-4466	110	132	86	86	NUM
easat-4466	110	133	95	95	NUM
easat-4466	110	134	101	101	NUM
easat-4466	110	135	106	106	NUM
easat-4466	110	136	110	110	NUM
easat-4466	110	137	112	112	NUM
easat-4466	110	138	115	115	NUM
easat-4466	110	139	114	114	NUM
easat-4466	110	140	12	12	NUM
easat-4466	110	141	247.5	247.5	NUM
easat-4466	110	142	86	86	NUM
easat-4466	110	143	95	95	NUM
easat-4466	110	144	100	100	NUM
easat-4466	110	145	103	103	NUM
easat-4466	110	146	107	107	NUM
easat-4466	110	147	112	112	NUM
easat-4466	110	148	114	114	NUM
easat-4466	110	149	114	114	NUM
easat-4466	110	150	13	13	NUM
easat-4466	110	151	270	270	NUM
easat-4466	110	152	86	86	NUM
easat-4466	110	153	94	94	NUM
easat-4466	110	154	100	100	NUM
easat-4466	110	155	104	104	NUM
easat-4466	110	156	107	107	NUM
easat-4466	110	157	112	112	NUM
easat-4466	110	158	114	114	NUM
easat-4466	110	159	114	114	NUM
easat-4466	110	160	14	14	NUM
easat-4466	110	161	292.5	292.5	NUM
easat-4466	110	162	87	87	NUM
easat-4466	110	163	95	95	NUM
easat-4466	110	164	100	100	NUM
easat-4466	110	165	105	105	NUM
easat-4466	110	166	109	109	NUM
easat-4466	110	167	111	111	NUM
easat-4466	110	168	113	113	NUM
easat-4466	110	169	113	113	NUM
easat-4466	110	170	15	15	NUM
easat-4466	110	171	315	315	NUM
easat-4466	110	172	86	86	NUM
easat-4466	110	173	95	95	NUM
easat-4466	110	174	100	100	NUM
easat-4466	110	175	104	104	NUM
easat-4466	110	176	109	109	NUM
easat-4466	110	177	112	112	NUM
easat-4466	110	178	114	114	NUM
easat-4466	110	179	114	114	NUM
easat-4466	110	180	16	16	NUM
easat-4466	110	181	337.5	337.5	NUM
easat-4466	110	182	88	88	NUM
easat-4466	110	183	96	96	NUM
easat-4466	110	184	101	101	NUM
easat-4466	110	185	107	107	NUM
easat-4466	110	186	108	108	NUM
easat-4466	110	187	112	112	NUM
easat-4466	110	188	114	114	NUM
easat-4466	110	189	114	114	NUM
easat-4466	110	190	avg	avg	NOUN
easat-4466	110	191	.	.	PROPN
easat-4466	111	1	path	path	PROPN
easat-4466	111	2	loss	loss	PROPN
easat-4466	111	3	(	(	PUNCT
easat-4466	111	4	db	db	PROPN
easat-4466	111	5	)	)	PUNCT
easat-4466	111	6	87.8	87.8	NUM
easat-4466	111	7	96.3	96.3	NUM
easat-4466	111	8	103	103	NUM
easat-4466	111	9	105.82	105.82	NUM
easat-4466	111	10	109.9	109.9	NUM
easat-4466	111	11	112.9	112.9	NUM
easat-4466	111	12	114.3	114.3	NUM
easat-4466	111	13	116	116	NUM
easat-4466	111	14	table	table	NOUN
easat-4466	111	15	2	2	NUM
easat-4466	111	16	.	.	PUNCT
easat-4466	112	1	the	the	DET
easat-4466	112	2	experimental	experimental	ADJ
easat-4466	112	3	data	datum	NOUN
easat-4466	112	4	ranges	range	VERB
easat-4466	112	5	that	that	PRON
easat-4466	112	6	were	be	AUX
easat-4466	112	7	utilized	utilize	VERB
easat-4466	112	8	to	to	PART
easat-4466	112	9	train	train	VERB
easat-4466	112	10	the	the	DET
easat-4466	112	11	network	network	NOUN
easat-4466	112	12	.	.	PUNCT
easat-4466	113	1	radial	radial	ADJ
easat-4466	113	2	angle	angle	NOUN
easat-4466	113	3	θ	θ	PROPN
easat-4466	113	4	(	(	PUNCT
easat-4466	113	5	degree	degree	NOUN
easat-4466	113	6	)	)	PUNCT
easat-4466	113	7	distance	distance	NOUN
easat-4466	113	8	(	(	PUNCT
easat-4466	113	9	m	m	NOUN
easat-4466	113	10	)	)	PUNCT
easat-4466	113	11	path	path	NOUN
easat-4466	113	12	loss	loss	NOUN
easat-4466	113	13	(	(	PUNCT
easat-4466	113	14	db	db	PROPN
easat-4466	113	15	)	)	PUNCT
easat-4466	113	16	avg	avg	PROPN
easat-4466	113	17	.	.	PROPN
easat-4466	113	18	path	path	PROPN
easat-4466	113	19	loss	loss	PROPN
easat-4466	113	20	(	(	PUNCT
easat-4466	113	21	db	db	NOUN
easat-4466	113	22	)	)	PUNCT
easat-4466	113	23	reference	reference	NOUN
easat-4466	113	24	0	0	NUM
easat-4466	113	25	337.5	337.5	NUM
easat-4466	113	26	5	5	NUM
easat-4466	113	27	40	40	NUM
easat-4466	113	28	86	86	NUM
easat-4466	113	29	120	120	NUM
easat-4466	113	30	87.75	87.75	NUM
easat-4466	113	31	116.2	116.2	NUM
easat-4466	113	32	alsayyari	alsayyari	NOUN
easat-4466	113	33	a.	a.	NOUN
easat-4466	113	34	et	et	PROPN
easat-4466	113	35	al	al	PROPN
easat-4466	113	36	.	.	PROPN
easat-4466	114	1	(	(	PUNCT
easat-4466	114	2	2015	2015	NUM
easat-4466	114	3	)	)	PUNCT
easat-4466	114	4	matlab	matlab	PROPN
easat-4466	114	5	software	software	NOUN
easat-4466	114	6	was	be	AUX
easat-4466	114	7	used	use	VERB
easat-4466	114	8	to	to	PART
easat-4466	114	9	create	create	VERB
easat-4466	114	10	a	a	DET
easat-4466	114	11	computer	computer	NOUN
easat-4466	114	12	application	application	NOUN
easat-4466	114	13	(	(	PUNCT
easat-4466	114	14	matlab	matlab	PROPN
easat-4466	114	15	user	user	NOUN
easat-4466	114	16	's	's	PART
easat-4466	114	17	guide	guide	NOUN
easat-4466	114	18	,	,	PUNCT
easat-4466	114	19	copyright	copyright	NOUN
easat-4466	114	20	,	,	PUNCT
easat-4466	114	21	r2017b	r2017b	PROPN
easat-4466	114	22	)	)	PUNCT
easat-4466	114	23	.	.	PUNCT
easat-4466	115	1	during	during	ADP
easat-4466	115	2	training	training	NOUN
easat-4466	115	3	,	,	PUNCT
easat-4466	115	4	a	a	DET
easat-4466	115	5	hidden	hidden	ADJ
easat-4466	115	6	layer	layer	NOUN
easat-4466	115	7	of	of	ADP
easat-4466	115	8	ten	ten	NUM
easat-4466	115	9	neurons	neuron	NOUN
easat-4466	115	10	was	be	AUX
easat-4466	115	11	employed	employ	VERB
easat-4466	115	12	to	to	PART
easat-4466	115	13	get	get	VERB
easat-4466	115	14	more	more	ADV
easat-4466	115	15	accurate	accurate	ADJ
easat-4466	115	16	results	result	NOUN
easat-4466	115	17	.	.	PUNCT
easat-4466	116	1	the	the	DET
easat-4466	116	2	hidden	hide	VERB
easat-4466	116	3	layer	layer	NOUN
easat-4466	116	4	neurons	neuron	NOUN
easat-4466	116	5	sum	sum	VERB
easat-4466	116	6	the	the	DET
easat-4466	116	7	weighted	weight	VERB
easat-4466	116	8	inputs	input	NOUN
easat-4466	116	9	and	and	CCONJ
easat-4466	116	10	transfer	transfer	VERB
easat-4466	116	11	the	the	DET
easat-4466	116	12	product	product	NOUN
easat-4466	116	13	to	to	ADP
easat-4466	116	14	the	the	DET
easat-4466	116	15	output	output	NOUN
easat-4466	116	16	neuron	neuron	NOUN
easat-4466	116	17	or	or	CCONJ
easat-4466	116	18	nearby	nearby	ADJ
easat-4466	116	19	neurons	neuron	NOUN
easat-4466	116	20	using	use	VERB
easat-4466	116	21	a	a	DET
easat-4466	116	22	non	non	ADJ
easat-4466	116	23	-	-	ADJ
easat-4466	116	24	linear	linear	ADJ
easat-4466	116	25	activation	activation	NOUN
easat-4466	116	26	function	function	NOUN
easat-4466	116	27	.	.	PUNCT
easat-4466	117	1	by	by	ADP
easat-4466	117	2	normalizing	normalize	VERB
easat-4466	117	3	the	the	DET
easat-4466	117	4	data	datum	NOUN
easat-4466	117	5	,	,	PUNCT
easat-4466	117	6	we	we	PRON
easat-4466	117	7	can	can	AUX
easat-4466	117	8	better	well	ADV
easat-4466	117	9	assess	assess	VERB
easat-4466	117	10	the	the	DET
easat-4466	117	11	relationship	relationship	NOUN
easat-4466	117	12	between	between	ADP
easat-4466	117	13	the	the	DET
easat-4466	117	14	two	two	NUM
easat-4466	117	15	sets	set	NOUN
easat-4466	117	16	of	of	ADP
easat-4466	117	17	parameters	parameter	NOUN
easat-4466	117	18	(	(	PUNCT
easat-4466	117	19	dependent	dependent	ADJ
easat-4466	117	20	and	and	CCONJ
easat-4466	117	21	independent	independent	ADJ
easat-4466	117	22	)	)	PUNCT
easat-4466	117	23	.	.	PUNCT
easat-4466	118	1	both	both	DET
easat-4466	118	2	inputs	input	NOUN
easat-4466	118	3	and	and	CCONJ
easat-4466	118	4	outputs	output	NOUN
easat-4466	118	5	have	have	AUX
easat-4466	118	6	been	be	AUX
easat-4466	118	7	normalized	normalize	VERB
easat-4466	118	8	to	to	ADP
easat-4466	118	9	the	the	DET
easat-4466	118	10	interval	interval	NOUN
easat-4466	118	11	[	[	X
easat-4466	118	12	-1,1	-1,1	X
easat-4466	118	13	]	]	PUNCT
easat-4466	118	14	.	.	PUNCT
easat-4466	119	1	normalized	normalize	VERB
easat-4466	119	2	versions	version	NOUN
easat-4466	119	3	of	of	ADP
easat-4466	119	4	the	the	DET
easat-4466	119	5	input	input	NOUN
easat-4466	119	6	and	and	CCONJ
easat-4466	119	7	target	target	NOUN
easat-4466	119	8	vectors	vector	NOUN
easat-4466	119	9	were	be	AUX
easat-4466	119	10	fed	feed	VERB
easat-4466	119	11	into	into	ADP
easat-4466	119	12	the	the	DET
easat-4466	119	13	network	network	NOUN
easat-4466	119	14	during	during	ADP
easat-4466	119	15	training	training	NOUN
easat-4466	119	16	,	,	PUNCT
easat-4466	119	17	which	which	PRON
easat-4466	119	18	resulted	result	VERB
easat-4466	119	19	in	in	ADP
easat-4466	119	20	the	the	DET
easat-4466	119	21	network	network	NOUN
easat-4466	119	22	being	be	AUX
easat-4466	119	23	more	more	ADV
easat-4466	119	24	accurate	accurate	ADJ
easat-4466	119	25	.	.	PUNCT
easat-4466	120	1	there	there	PRON
easat-4466	120	2	is	be	VERB
easat-4466	120	3	no	no	DET
easat-4466	120	4	need	need	NOUN
easat-4466	120	5	to	to	PART
easat-4466	120	6	use	use	VERB
easat-4466	120	7	any	any	DET
easat-4466	120	8	additional	additional	ADJ
easat-4466	120	9	patterns	pattern	NOUN
easat-4466	120	10	when	when	SCONJ
easat-4466	120	11	training	train	VERB
easat-4466	120	12	the	the	DET
easat-4466	120	13	ann	ann	PROPN
easat-4466	120	14	.	.	PUNCT
easat-4466	121	1	the	the	DET
easat-4466	121	2	objective	objective	NOUN
easat-4466	121	3	of	of	ADP
easat-4466	121	4	an	an	DET
easat-4466	121	5	ann	ann	PROPN
easat-4466	121	6	is	be	AUX
easat-4466	121	7	to	to	PART
easat-4466	121	8	arrive	arrive	VERB
easat-4466	121	9	at	at	ADP
easat-4466	121	10	an	an	DET
easat-4466	121	11	accurate	accurate	ADJ
easat-4466	121	12	estimation	estimation	NOUN
easat-4466	121	13	of	of	ADP
easat-4466	121	14	the	the	DET
easat-4466	121	15	internal	internal	ADJ
easat-4466	121	16	values	value	NOUN
easat-4466	121	17	in	in	ADP
easat-4466	121	18	accordance	accordance	NOUN
easat-4466	121	19	with	with	ADP
easat-4466	121	20	statistical	statistical	ADJ
easat-4466	121	21	values	value	NOUN
easat-4466	121	22	;	;	PUNCT
easat-4466	121	23	the	the	DET
easat-4466	121	24	training	training	NOUN
easat-4466	121	25	can	can	AUX
easat-4466	121	26	be	be	AUX
easat-4466	121	27	accomplished	accomplish	VERB
easat-4466	121	28	with	with	ADP
easat-4466	121	29	an	an	DET
easat-4466	121	30	adequate	adequate	ADJ
easat-4466	121	31	amount	amount	NOUN
easat-4466	121	32	of	of	ADP
easat-4466	121	33	data	datum	NOUN
easat-4466	121	34	.	.	PUNCT
easat-4466	122	1	finally	finally	ADV
easat-4466	122	2	,	,	PUNCT
easat-4466	122	3	the	the	DET
easat-4466	122	4	network	network	NOUN
easat-4466	122	5	was	be	AUX
easat-4466	122	6	put	put	VERB
easat-4466	122	7	to	to	ADP
easat-4466	122	8	the	the	DET
easat-4466	122	9	test	test	NOUN
easat-4466	122	10	with	with	ADP
easat-4466	122	11	the	the	DET
easat-4466	122	12	aid	aid	NOUN
easat-4466	122	13	of	of	ADP
easat-4466	122	14	the	the	DET
easat-4466	122	15	test	test	NOUN
easat-4466	122	16	samples	sample	NOUN
easat-4466	122	17	set	set	VERB
easat-4466	122	18	once	once	ADV
easat-4466	122	19	the	the	DET
easat-4466	122	20	training	training	NOUN
easat-4466	122	21	process	process	NOUN
easat-4466	122	22	was	be	AUX
easat-4466	122	23	finished	finish	VERB
easat-4466	122	24	without	without	ADP
easat-4466	122	25	a	a	DET
easat-4466	122	26	hitch	hitch	NOUN
easat-4466	122	27	.	.	PUNCT
easat-4466	123	1	293	293	NUM
easat-4466	123	2	edelweiss	edelweiss	PROPN
easat-4466	123	3	applied	apply	VERB
easat-4466	123	4	science	science	NOUN
easat-4466	123	5	and	and	CCONJ
easat-4466	123	6	technology	technology	NOUN
easat-4466	123	7	issn	issn	PROPN
easat-4466	123	8	:	:	PUNCT
easat-4466	123	9	2576	2576	NUM
easat-4466	123	10	-	-	SYM
easat-4466	123	11	8484	8484	NUM
easat-4466	123	12	vol	vol	NOUN
easat-4466	123	13	.	.	PROPN
easat-4466	124	1	9	9	NUM
easat-4466	124	2	,	,	PUNCT
easat-4466	124	3	no	no	INTJ
easat-4466	124	4	.	.	NOUN
easat-4466	125	1	2	2	NUM
easat-4466	125	2	:	:	SYM
easat-4466	125	3	289	289	NUM
easat-4466	125	4	-	-	SYM
easat-4466	125	5	302	302	NUM
easat-4466	125	6	,	,	PUNCT
easat-4466	125	7	2025	2025	NUM
easat-4466	125	8	doi	doi	NOUN
easat-4466	125	9	:	:	PUNCT
easat-4466	125	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	125	11	©	©	PROPN
easat-4466	125	12	2025	2025	NUM
easat-4466	125	13	by	by	ADP
easat-4466	125	14	the	the	DET
easat-4466	125	15	authors	author	NOUN
easat-4466	125	16	;	;	PUNCT
easat-4466	125	17	licensee	licensee	PROPN
easat-4466	125	18	learning	learning	NOUN
easat-4466	125	19	gate	gate	NOUN
easat-4466	125	20	3	3	PROPN
easat-4466	125	21	.	.	PUNCT
easat-4466	125	22	model	model	NOUN
easat-4466	125	23	generation	generation	NOUN
easat-4466	125	24	and	and	CCONJ
easat-4466	125	25	evaluation	evaluation	NOUN
easat-4466	125	26	the	the	DET
easat-4466	125	27	research	research	NOUN
easat-4466	125	28	used	use	VERB
easat-4466	125	29	128	128	NUM
easat-4466	125	30	data	datum	NOUN
easat-4466	125	31	points	point	NOUN
easat-4466	125	32	from	from	ADP
easat-4466	125	33	route	route	NOUN
easat-4466	125	34	loss	loss	NOUN
easat-4466	125	35	test	test	NOUN
easat-4466	125	36	points	point	NOUN
easat-4466	125	37	to	to	PART
easat-4466	125	38	create	create	VERB
easat-4466	125	39	a	a	DET
easat-4466	125	40	2	2	NUM
easat-4466	125	41	-	-	SYM
easat-4466	125	42	10	10	NUM
easat-4466	125	43	-	-	PUNCT
easat-4466	125	44	1	1	NUM
easat-4466	125	45	network	network	NOUN
easat-4466	125	46	with	with	ADP
easat-4466	125	47	a	a	DET
easat-4466	125	48	single	single	ADJ
easat-4466	125	49	hidden	hide	VERB
easat-4466	125	50	layer	layer	NOUN
easat-4466	125	51	for	for	ADP
easat-4466	125	52	path	path	NOUN
easat-4466	125	53	loss	loss	NOUN
easat-4466	125	54	prediction	prediction	NOUN
easat-4466	125	55	,	,	PUNCT
easat-4466	125	56	figure	figure	NOUN
easat-4466	125	57	1	1	NUM
easat-4466	125	58	.	.	PUNCT
easat-4466	126	1	the	the	DET
easat-4466	126	2	lm	lm	ADJ
easat-4466	126	3	technique	technique	NOUN
easat-4466	126	4	used	use	VERB
easat-4466	126	5	to	to	PART
easat-4466	126	6	train	train	VERB
easat-4466	126	7	the	the	DET
easat-4466	126	8	network	network	NOUN
easat-4466	126	9	was	be	AUX
easat-4466	126	10	combined	combine	VERB
easat-4466	126	11	with	with	ADP
easat-4466	126	12	tansig	tansig	NOUN
easat-4466	126	13	and	and	CCONJ
easat-4466	126	14	pureline	pureline	ADJ
easat-4466	126	15	activation	activation	NOUN
easat-4466	126	16	functions	function	NOUN
easat-4466	126	17	in	in	ADP
easat-4466	126	18	the	the	DET
easat-4466	126	19	hidden	hide	VERB
easat-4466	126	20	and	and	CCONJ
easat-4466	126	21	output	output	NOUN
easat-4466	126	22	layers	layer	NOUN
easat-4466	126	23	.	.	PUNCT
easat-4466	127	1	the	the	DET
easat-4466	127	2	lm	lm	PROPN
easat-4466	127	3	method	method	NOUN
easat-4466	127	4	was	be	AUX
easat-4466	127	5	selected	select	VERB
easat-4466	127	6	as	as	ADP
easat-4466	127	7	the	the	DET
easat-4466	127	8	most	most	ADV
easat-4466	127	9	efficient	efficient	ADJ
easat-4466	127	10	because	because	SCONJ
easat-4466	127	11	of	of	ADP
easat-4466	127	12	its	its	PRON
easat-4466	127	13	low	low	ADJ
easat-4466	127	14	error	error	NOUN
easat-4466	127	15	rate	rate	NOUN
easat-4466	127	16	and	and	CCONJ
easat-4466	127	17	fast	fast	ADJ
easat-4466	127	18	prediction	prediction	NOUN
easat-4466	127	19	speed	speed	NOUN
easat-4466	127	20	.	.	PUNCT
easat-4466	128	1	the	the	DET
easat-4466	128	2	network	network	NOUN
easat-4466	128	3	's	's	PART
easat-4466	128	4	performance	performance	NOUN
easat-4466	128	5	in	in	ADP
easat-4466	128	6	training	training	NOUN
easat-4466	128	7	,	,	PUNCT
easat-4466	128	8	validation	validation	NOUN
easat-4466	128	9	,	,	PUNCT
easat-4466	128	10	and	and	CCONJ
easat-4466	128	11	testing	testing	NOUN
easat-4466	128	12	environments	environment	NOUN
easat-4466	128	13	is	be	AUX
easat-4466	128	14	presented	present	VERB
easat-4466	128	15	in	in	ADP
easat-4466	128	16	figures	figure	NOUN
easat-4466	128	17	(	(	PUNCT
easat-4466	128	18	2	2	NUM
easat-4466	128	19	-	-	SYM
easat-4466	128	20	4	4	NUM
easat-4466	128	21	)	)	PUNCT
easat-4466	128	22	respectively	respectively	ADV
easat-4466	128	23	.	.	PUNCT
easat-4466	129	1	table	table	NOUN
easat-4466	129	2	3	3	NUM
easat-4466	129	3	provides	provide	VERB
easat-4466	129	4	an	an	DET
easat-4466	129	5	analysis	analysis	NOUN
easat-4466	129	6	of	of	ADP
easat-4466	129	7	the	the	DET
easat-4466	129	8	effectiveness	effectiveness	NOUN
easat-4466	129	9	of	of	ADP
easat-4466	129	10	the	the	DET
easat-4466	129	11	ann	ann	PROPN
easat-4466	129	12	in	in	ADP
easat-4466	129	13	terms	term	NOUN
easat-4466	129	14	of	of	ADP
easat-4466	129	15	the	the	DET
easat-4466	129	16	linear	linear	ADJ
easat-4466	129	17	correlation	correlation	NOUN
easat-4466	129	18	coefficient	coefficient	NOUN
easat-4466	129	19	(	(	PUNCT
easat-4466	129	20	r	r	NOUN
easat-4466	129	21	)	)	PUNCT
easat-4466	129	22	,	,	PUNCT
easat-4466	129	23	mean	mean	VERB
easat-4466	129	24	squared	square	VERB
easat-4466	129	25	error	error	NOUN
easat-4466	129	26	(	(	PUNCT
easat-4466	129	27	mse	mse	NOUN
easat-4466	129	28	)	)	PUNCT
easat-4466	129	29	,	,	PUNCT
easat-4466	129	30	normalized	normalize	VERB
easat-4466	129	31	mean	mean	VERB
easat-4466	129	32	squared	square	VERB
easat-4466	129	33	error	error	NOUN
easat-4466	129	34	(	(	PUNCT
easat-4466	129	35	nmse	nmse	NOUN
easat-4466	129	36	)	)	PUNCT
easat-4466	129	37	,	,	PUNCT
easat-4466	129	38	minimum	minimum	ADJ
easat-4466	129	39	absolute	absolute	ADJ
easat-4466	129	40	error	error	NOUN
easat-4466	129	41	,	,	PUNCT
easat-4466	129	42	and	and	CCONJ
easat-4466	129	43	maximum	maximum	ADJ
easat-4466	129	44	absolute	absolute	ADJ
easat-4466	129	45	error	error	NOUN
easat-4466	129	46	,	,	PUNCT
easat-4466	129	47	as	as	ADV
easat-4466	129	48	well	well	ADV
easat-4466	129	49	as	as	ADP
easat-4466	129	50	the	the	DET
easat-4466	129	51	mean	mean	ADJ
easat-4466	129	52	absolute	absolute	ADJ
easat-4466	129	53	error	error	NOUN
easat-4466	129	54	(	(	PUNCT
easat-4466	129	55	mae	mae	PROPN
easat-4466	129	56	)	)	PUNCT
easat-4466	129	57	between	between	ADP
easat-4466	129	58	the	the	DET
easat-4466	129	59	empirical	empirical	ADJ
easat-4466	129	60	data	data	NOUN
easat-4466	129	61	sets	set	NOUN
easat-4466	129	62	and	and	CCONJ
easat-4466	129	63	the	the	DET
easat-4466	129	64	neural	neural	ADJ
easat-4466	129	65	network	network	NOUN
easat-4466	129	66	outputs	output	NOUN
easat-4466	129	67	.	.	PUNCT
easat-4466	130	1	figure	figure	VERB
easat-4466	130	2	1	1	NUM
easat-4466	130	3	.	.	PUNCT
easat-4466	131	1	the	the	DET
easat-4466	131	2	proposed	propose	VERB
easat-4466	131	3	2	2	NUM
easat-4466	131	4	-	-	SYM
easat-4466	131	5	10	10	NUM
easat-4466	131	6	-	-	SYM
easat-4466	131	7	1	1	NUM
easat-4466	131	8	ann	ann	NOUN
easat-4466	131	9	network	network	NOUN
easat-4466	131	10	design	design	NOUN
easat-4466	131	11	.	.	PUNCT
easat-4466	131	12	table	table	NOUN
easat-4466	131	13	3	3	NUM
easat-4466	131	14	.	.	PUNCT
easat-4466	131	15	ann	ann	PROPN
easat-4466	131	16	model	model	NOUN
easat-4466	131	17	performance	performance	NOUN
easat-4466	131	18	on	on	ADP
easat-4466	131	19	test	test	NOUN
easat-4466	131	20	phase	phase	NOUN
easat-4466	131	21	.	.	PUNCT
easat-4466	132	1	performance	performance	NOUN
easat-4466	132	2	metric	metric	ADJ
easat-4466	132	3	r	r	NOUN
easat-4466	132	4	0.993	0.993	NUM
easat-4466	132	5	mse	mse	NOUN
easat-4466	132	6	0.688047782	0.688047782	NUM
easat-4466	132	7	nmse	nmse	ADJ
easat-4466	132	8	0.00052127	0.00052127	NUM
easat-4466	132	9	min	min	NOUN
easat-4466	132	10	absolute	absolute	ADJ
easat-4466	132	11	error	error	NOUN
easat-4466	132	12	0.000131104	0.000131104	NUM
easat-4466	132	13	max	max	NOUN
easat-4466	132	14	absolute	absolute	ADJ
easat-4466	132	15	error	error	NOUN
easat-4466	132	16	2.426372211	2.426372211	NUM
easat-4466	132	17	mae	mae	PROPN
easat-4466	132	18	0.65765727	0.65765727	NUM
easat-4466	132	19	294	294	NUM
easat-4466	132	20	edelweiss	edelweiss	PROPN
easat-4466	132	21	applied	apply	VERB
easat-4466	132	22	science	science	NOUN
easat-4466	132	23	and	and	CCONJ
easat-4466	132	24	technology	technology	NOUN
easat-4466	132	25	issn	issn	PROPN
easat-4466	132	26	:	:	PUNCT
easat-4466	132	27	2576	2576	NUM
easat-4466	132	28	-	-	SYM
easat-4466	132	29	8484	8484	NUM
easat-4466	132	30	vol	vol	NOUN
easat-4466	132	31	.	.	PROPN
easat-4466	133	1	9	9	NUM
easat-4466	133	2	,	,	PUNCT
easat-4466	133	3	no	no	INTJ
easat-4466	133	4	.	.	NOUN
easat-4466	134	1	2	2	NUM
easat-4466	134	2	:	:	SYM
easat-4466	134	3	289	289	NUM
easat-4466	134	4	-	-	SYM
easat-4466	134	5	302	302	NUM
easat-4466	134	6	,	,	PUNCT
easat-4466	134	7	2025	2025	NUM
easat-4466	134	8	doi	doi	NOUN
easat-4466	134	9	:	:	PUNCT
easat-4466	134	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	134	11	©	©	PROPN
easat-4466	134	12	2025	2025	NUM
easat-4466	134	13	by	by	ADP
easat-4466	134	14	the	the	DET
easat-4466	134	15	authors	author	NOUN
easat-4466	134	16	;	;	PUNCT
easat-4466	134	17	licensee	licensee	PROPN
easat-4466	134	18	learning	learn	VERB
easat-4466	134	19	gate	gate	NOUN
easat-4466	134	20	figure	figure	NOUN
easat-4466	134	21	2	2	NUM
easat-4466	134	22	.	.	PUNCT
easat-4466	135	1	the	the	DET
easat-4466	135	2	network	network	NOUN
easat-4466	135	3	's	's	PART
easat-4466	135	4	performance	performance	NOUN
easat-4466	135	5	for	for	ADP
easat-4466	135	6	the	the	DET
easat-4466	135	7	training	training	NOUN
easat-4466	135	8	phase	phase	NOUN
easat-4466	135	9	.	.	PUNCT
easat-4466	136	1	figure	figure	NOUN
easat-4466	136	2	3	3	NUM
easat-4466	136	3	.	.	PUNCT
easat-4466	137	1	the	the	DET
easat-4466	137	2	network	network	NOUN
easat-4466	137	3	's	's	PART
easat-4466	137	4	performance	performance	NOUN
easat-4466	137	5	for	for	ADP
easat-4466	137	6	the	the	DET
easat-4466	137	7	validation	validation	NOUN
easat-4466	137	8	phase	phase	NOUN
easat-4466	137	9	.	.	PUNCT
easat-4466	138	1	295	295	NUM
easat-4466	138	2	edelweiss	edelweiss	PROPN
easat-4466	138	3	applied	apply	VERB
easat-4466	138	4	science	science	NOUN
easat-4466	138	5	and	and	CCONJ
easat-4466	138	6	technology	technology	NOUN
easat-4466	138	7	issn	issn	PROPN
easat-4466	138	8	:	:	PUNCT
easat-4466	138	9	2576	2576	NUM
easat-4466	138	10	-	-	SYM
easat-4466	138	11	8484	8484	NUM
easat-4466	138	12	vol	vol	NOUN
easat-4466	138	13	.	.	PROPN
easat-4466	139	1	9	9	NUM
easat-4466	139	2	,	,	PUNCT
easat-4466	139	3	no	no	INTJ
easat-4466	139	4	.	.	NOUN
easat-4466	140	1	2	2	NUM
easat-4466	140	2	:	:	SYM
easat-4466	140	3	289	289	NUM
easat-4466	140	4	-	-	SYM
easat-4466	140	5	302	302	NUM
easat-4466	140	6	,	,	PUNCT
easat-4466	140	7	2025	2025	NUM
easat-4466	140	8	doi	doi	NOUN
easat-4466	140	9	:	:	PUNCT
easat-4466	140	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	140	11	©	©	PROPN
easat-4466	140	12	2025	2025	NUM
easat-4466	140	13	by	by	ADP
easat-4466	140	14	the	the	DET
easat-4466	140	15	authors	author	NOUN
easat-4466	140	16	;	;	PUNCT
easat-4466	140	17	licensee	licensee	PROPN
easat-4466	140	18	learning	learn	VERB
easat-4466	140	19	gate	gate	NOUN
easat-4466	140	20	figure	figure	NOUN
easat-4466	140	21	4	4	NUM
easat-4466	140	22	.	.	PUNCT
easat-4466	141	1	the	the	DET
easat-4466	141	2	network	network	NOUN
easat-4466	141	3	's	's	PART
easat-4466	141	4	performance	performance	NOUN
easat-4466	141	5	for	for	ADP
easat-4466	141	6	the	the	DET
easat-4466	141	7	testing	testing	NOUN
easat-4466	141	8	phase	phase	NOUN
easat-4466	141	9	.	.	PUNCT
easat-4466	142	1	the	the	DET
easat-4466	142	2	mean	mean	ADJ
easat-4466	142	3	square	square	ADJ
easat-4466	142	4	error	error	NOUN
easat-4466	142	5	(	(	PUNCT
easat-4466	142	6	mse	mse	NOUN
easat-4466	142	7	)	)	PUNCT
easat-4466	142	8	that	that	PRON
easat-4466	142	9	occurred	occur	VERB
easat-4466	142	10	during	during	ADP
easat-4466	142	11	the	the	DET
easat-4466	142	12	training	training	NOUN
easat-4466	142	13	phase	phase	NOUN
easat-4466	142	14	as	as	ADV
easat-4466	142	15	well	well	ADV
easat-4466	142	16	as	as	ADP
easat-4466	142	17	the	the	DET
easat-4466	142	18	verification	verification	NOUN
easat-4466	142	19	and	and	CCONJ
easat-4466	142	20	testing	testing	NOUN
easat-4466	142	21	procedures	procedure	NOUN
easat-4466	142	22	shown	show	VERB
easat-4466	142	23	in	in	ADP
easat-4466	142	24	figure	figure	NOUN
easat-4466	142	25	5	5	NUM
easat-4466	142	26	.	.	PUNCT
easat-4466	143	1	at	at	ADP
easat-4466	143	2	the	the	DET
easat-4466	143	3	16th	16th	ADJ
easat-4466	143	4	round	round	NOUN
easat-4466	143	5	of	of	ADP
easat-4466	143	6	repeat	repeat	NOUN
easat-4466	143	7	network	network	NOUN
easat-4466	143	8	training	training	NOUN
easat-4466	143	9	,	,	PUNCT
easat-4466	143	10	the	the	DET
easat-4466	143	11	error	error	NOUN
easat-4466	143	12	appeared	appear	VERB
easat-4466	143	13	almost	almost	ADV
easat-4466	143	14	identical	identical	ADJ
easat-4466	143	15	to	to	ADP
easat-4466	143	16	the	the	DET
easat-4466	143	17	test	test	NOUN
easat-4466	143	18	and	and	CCONJ
easat-4466	143	19	verification	verification	NOUN
easat-4466	143	20	paths	path	NOUN
easat-4466	143	21	,	,	PUNCT
easat-4466	143	22	and	and	CCONJ
easat-4466	143	23	no	no	DET
easat-4466	143	24	excessive	excessive	ADJ
easat-4466	143	25	processing	processing	NOUN
easat-4466	143	26	appears	appear	VERB
easat-4466	143	27	to	to	PART
easat-4466	143	28	have	have	AUX
easat-4466	143	29	occurred	occur	VERB
easat-4466	143	30	,	,	PUNCT
easat-4466	143	31	so	so	CCONJ
easat-4466	143	32	the	the	DET
easat-4466	143	33	results	result	NOUN
easat-4466	143	34	can	can	AUX
easat-4466	143	35	be	be	AUX
easat-4466	143	36	considered	consider	VERB
easat-4466	143	37	acceptable	acceptable	ADJ
easat-4466	143	38	at	at	ADP
easat-4466	143	39	this	this	DET
easat-4466	143	40	round	round	NOUN
easat-4466	143	41	.	.	PUNCT
easat-4466	144	1	in	in	ADP
easat-4466	144	2	addition	addition	NOUN
easat-4466	144	3	,	,	PUNCT
easat-4466	144	4	at	at	ADP
easat-4466	144	5	the	the	DET
easat-4466	144	6	16th	16th	ADJ
easat-4466	144	7	round	round	NOUN
easat-4466	144	8	of	of	ADP
easat-4466	144	9	network	network	NOUN
easat-4466	144	10	training	training	NOUN
easat-4466	144	11	,	,	PUNCT
easat-4466	144	12	where	where	SCONJ
easat-4466	144	13	the	the	DET
easat-4466	144	14	performance	performance	NOUN
easat-4466	144	15	of	of	ADP
easat-4466	144	16	validation	validation	NOUN
easat-4466	144	17	is	be	AUX
easat-4466	144	18	at	at	ADP
easat-4466	144	19	its	its	PRON
easat-4466	144	20	highest	high	ADJ
easat-4466	144	21	level	level	NOUN
easat-4466	144	22	,	,	PUNCT
easat-4466	144	23	the	the	DET
easat-4466	144	24	training	training	NOUN
easat-4466	144	25	is	be	AUX
easat-4466	144	26	terminated	terminate	VERB
easat-4466	144	27	.	.	PUNCT
easat-4466	145	1	the	the	DET
easat-4466	145	2	decrease	decrease	NOUN
easat-4466	145	3	in	in	ADP
easat-4466	145	4	mse	mse	NOUN
easat-4466	145	5	with	with	ADP
easat-4466	145	6	repeated	repeat	VERB
easat-4466	145	7	training	training	NOUN
easat-4466	145	8	demonstrates	demonstrate	VERB
easat-4466	145	9	that	that	SCONJ
easat-4466	145	10	the	the	DET
easat-4466	145	11	network	network	NOUN
easat-4466	145	12	acquires	acquire	VERB
easat-4466	145	13	knowledge	knowledge	NOUN
easat-4466	145	14	.	.	PUNCT
easat-4466	146	1	when	when	SCONJ
easat-4466	146	2	the	the	DET
easat-4466	146	3	mean	mean	ADJ
easat-4466	146	4	square	square	ADJ
easat-4466	146	5	error	error	NOUN
easat-4466	146	6	(	(	PUNCT
easat-4466	146	7	mse	mse	NOUN
easat-4466	146	8	)	)	PUNCT
easat-4466	146	9	reached	reach	VERB
easat-4466	146	10	its	its	PRON
easat-4466	146	11	lowest	low	ADJ
easat-4466	146	12	value	value	NOUN
easat-4466	146	13	,	,	PUNCT
easat-4466	146	14	the	the	DET
easat-4466	146	15	neural	neural	ADJ
easat-4466	146	16	network	network	NOUN
easat-4466	146	17	weights	weight	NOUN
easat-4466	146	18	shown	show	VERB
easat-4466	146	19	in	in	ADP
easat-4466	146	20	table	table	NOUN
easat-4466	146	21	3	3	NUM
easat-4466	146	22	were	be	AUX
easat-4466	146	23	extracted	extract	VERB
easat-4466	146	24	.	.	PUNCT
easat-4466	147	1	through	through	ADP
easat-4466	147	2	the	the	DET
easat-4466	147	3	stimulation	stimulation	NOUN
easat-4466	147	4	function	function	NOUN
easat-4466	147	5	used	use	VERB
easat-4466	147	6	in	in	ADP
easat-4466	147	7	the	the	DET
easat-4466	147	8	hidden	hide	VERB
easat-4466	147	9	layer	layer	NOUN
easat-4466	147	10	and	and	CCONJ
easat-4466	147	11	the	the	DET
easat-4466	147	12	weighing	weighing	NOUN
easat-4466	147	13	of	of	ADP
easat-4466	147	14	the	the	DET
easat-4466	147	15	grid	grid	NOUN
easat-4466	147	16	(	(	PUNCT
easat-4466	147	17	eq	eq	NOUN
easat-4466	147	18	.	.	PUNCT
easat-4466	148	1	(	(	PUNCT
easat-4466	148	2	6	6	NUM
easat-4466	148	3	)	)	PUNCT
easat-4466	148	4	and	and	CCONJ
easat-4466	148	5	eq	eq	NOUN
easat-4466	148	6	.	.	PUNCT
easat-4466	149	1	(	(	PUNCT
easat-4466	149	2	7	7	NUM
easat-4466	149	3	)	)	PUNCT
easat-4466	149	4	)	)	PUNCT
easat-4466	149	5	,	,	PUNCT
easat-4466	149	6	we	we	PRON
easat-4466	149	7	can	can	AUX
easat-4466	149	8	create	create	VERB
easat-4466	149	9	a	a	DET
easat-4466	149	10	model	model	NOUN
easat-4466	149	11	for	for	ADP
easat-4466	149	12	predicting	predict	VERB
easat-4466	149	13	track	track	NOUN
easat-4466	149	14	loss	loss	NOUN
easat-4466	149	15	as	as	SCONJ
easat-4466	149	16	shown	show	VERB
easat-4466	149	17	in	in	ADP
easat-4466	149	18	eq	eq	ADP
easat-4466	149	19	.	.	PUNCT
easat-4466	150	1	(	(	PUNCT
easat-4466	150	2	9	9	NUM
easat-4466	150	3	)	)	PUNCT
easat-4466	150	4	where	where	SCONJ
easat-4466	150	5	ei	ei	NOUN
easat-4466	150	6	can	can	AUX
easat-4466	150	7	be	be	AUX
easat-4466	150	8	extracted	extract	VERB
easat-4466	150	9	from	from	ADP
easat-4466	150	10	table	table	NOUN
easat-4466	150	11	4	4	NUM
easat-4466	150	12	.	.	PUNCT
easat-4466	151	1	𝐴𝑖	𝐴𝑖	ADV
easat-4466	151	2	=	=	SYM
easat-4466	151	3	2	2	NUM
easat-4466	151	4	1+exp⁡(−2𝐸𝑖	1+exp⁡(−2𝐸𝑖	NUM
easat-4466	151	5	)	)	PUNCT
easat-4466	152	1	−	−	NOUN
easat-4466	153	1	1,⁡⁡⁡⁡⁡⁡𝑖	1,⁡⁡⁡⁡⁡⁡𝑖	NUM
easat-4466	153	2	=	=	SYM
easat-4466	153	3	1	1	NUM
easat-4466	153	4	:	:	SYM
easat-4466	153	5	10⁡⁡⁡⁡	10⁡⁡⁡⁡	NUM
easat-4466	153	6	(	(	PUNCT
easat-4466	153	7	6	6	NUM
easat-4466	153	8	)	)	PUNCT
easat-4466	153	9	𝑦𝑖	𝑦𝑖	NOUN
easat-4466	153	10	=	=	SYM
easat-4466	153	11	⁡0.396148759⁡𝐴1⁡	⁡0.396148759⁡𝐴1⁡	PROPN
easat-4466	153	12	⁡−	⁡−	ADP
easat-4466	153	13	1.452598172𝐴2	1.452598172𝐴2	PROPN
easat-4466	153	14	⁡−	⁡−	ADP
easat-4466	153	15	0.298445076𝐴3	0.298445076𝐴3	PROPN
easat-4466	153	16	+	+	CCONJ
easat-4466	153	17	0.065692319𝐴4	0.065692319𝐴4	PUNCT
easat-4466	154	1	+	+	CCONJ
easat-4466	154	2	0.037979556⁡𝐴5	0.037979556⁡𝐴5	NOUN
easat-4466	154	3	+	+	CCONJ
easat-4466	154	4	0.008010673𝐴6	0.008010673𝐴6	PROPN
easat-4466	155	1	+	+	NUM
easat-4466	155	2	0.136439761𝐴7	0.136439761𝐴7	NUM
easat-4466	155	3	+	+	CCONJ
easat-4466	155	4	1.827878761𝐴8	1.827878761𝐴8	PROPN
easat-4466	155	5	⁡−	⁡−	ADP
easat-4466	155	6	0.249978603𝐴9	0.249978603𝐴9	PROPN
easat-4466	155	7	−	−	PROPN
easat-4466	156	1	0.071826287𝐴10	0.071826287𝐴10	NUM
easat-4466	156	2	−0.76564	−0.76564	NOUN
easat-4466	156	3	(	(	PUNCT
easat-4466	156	4	7	7	NUM
easat-4466	156	5	)	)	PUNCT
easat-4466	156	6	𝑃𝐿|ℎ=0.2𝑚	𝑃𝐿|ℎ=0.2𝑚	NOUN
easat-4466	156	7	=	=	SYM
easat-4466	156	8	𝑓(𝜃	𝑓(𝜃	PROPN
easat-4466	156	9	,	,	PUNCT
easat-4466	156	10	𝑑	𝑑	NOUN
easat-4466	156	11	)	)	PUNCT
easat-4466	156	12	=	=	SYM
easat-4466	156	13	(	(	PUNCT
easat-4466	156	14	(	(	PUNCT
easat-4466	156	15	y𝑖	y𝑖	ADP
easat-4466	156	16	−	−	PROPN
easat-4466	156	17	y.	y.	PROPN
easat-4466	156	18	ymin)/y	ymin)/y	PROPN
easat-4466	156	19	.	.	PUNCT
easat-4466	156	20	gain	gain	NOUN
easat-4466	156	21	)	)	PUNCT
easat-4466	156	22	)	)	PUNCT
easat-4466	157	1	+	+	CCONJ
easat-4466	157	2	y.	y.	PROPN
easat-4466	157	3	xoffset	xoffset	PROPN
easat-4466	157	4	(	(	PUNCT
easat-4466	157	5	8)	8)	NUM
easat-4466	157	6	296	296	NUM
easat-4466	157	7	edelweiss	edelweiss	PROPN
easat-4466	157	8	applied	apply	VERB
easat-4466	157	9	science	science	NOUN
easat-4466	157	10	and	and	CCONJ
easat-4466	157	11	technology	technology	NOUN
easat-4466	157	12	issn	issn	PROPN
easat-4466	157	13	:	:	PUNCT
easat-4466	157	14	2576	2576	NUM
easat-4466	157	15	-	-	SYM
easat-4466	157	16	8484	8484	NUM
easat-4466	157	17	vol	vol	NOUN
easat-4466	157	18	.	.	PROPN
easat-4466	158	1	9	9	NUM
easat-4466	158	2	,	,	PUNCT
easat-4466	158	3	no	no	INTJ
easat-4466	158	4	.	.	NOUN
easat-4466	159	1	2	2	NUM
easat-4466	159	2	:	:	SYM
easat-4466	159	3	289	289	NUM
easat-4466	159	4	-	-	SYM
easat-4466	159	5	302	302	NUM
easat-4466	159	6	,	,	PUNCT
easat-4466	159	7	2025	2025	NUM
easat-4466	159	8	doi	doi	NOUN
easat-4466	159	9	:	:	PUNCT
easat-4466	159	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	159	11	©	©	PROPN
easat-4466	159	12	2025	2025	NUM
easat-4466	159	13	by	by	ADP
easat-4466	159	14	the	the	DET
easat-4466	159	15	authors	author	NOUN
easat-4466	159	16	;	;	PUNCT
easat-4466	159	17	licensee	licensee	PROPN
easat-4466	159	18	learning	learn	VERB
easat-4466	159	19	gate	gate	PROPN
easat-4466	159	20	figure	figure	NOUN
easat-4466	159	21	5	5	NUM
easat-4466	159	22	.	.	PUNCT
easat-4466	159	23	illustrates	illustrate	VERB
easat-4466	159	24	the	the	DET
easat-4466	159	25	performance	performance	NOUN
easat-4466	159	26	of	of	ADP
easat-4466	159	27	the	the	DET
easat-4466	159	28	network	network	NOUN
easat-4466	159	29	during	during	ADP
easat-4466	159	30	the	the	DET
easat-4466	159	31	various	various	ADJ
easat-4466	159	32	epochs	epoch	NOUN
easat-4466	159	33	.	.	PUNCT
easat-4466	160	1	table	table	NOUN
easat-4466	160	2	4	4	NUM
easat-4466	160	3	.	.	PUNCT
easat-4466	160	4	displays	display	VERB
easat-4466	160	5	the	the	DET
easat-4466	160	6	weight	weight	NOUN
easat-4466	160	7	values	value	NOUN
easat-4466	160	8	that	that	PRON
easat-4466	160	9	were	be	AUX
easat-4466	160	10	determined	determine	VERB
easat-4466	160	11	by	by	ADP
easat-4466	160	12	the	the	DET
easat-4466	160	13	lm	lm	ADJ
easat-4466	160	14	method	method	NOUN
easat-4466	160	15	using	use	VERB
easat-4466	160	16	10	10	NUM
easat-4466	160	17	neurons	neuron	NOUN
easat-4466	160	18	.	.	PUNCT
easat-4466	161	1	𝑬𝒊	𝑬𝒊	VERB
easat-4466	161	2	=	=	SYM
easat-4466	161	3	𝒘𝒊𝟏𝒅+	𝒘𝒊𝟏𝒅+	X
easat-4466	161	4	𝒘𝒊𝟐𝜣+	𝒘𝒊𝟐𝜣+	VERB
easat-4466	162	1	𝒃𝒊	𝒃𝒊	ADV
easat-4466	162	2	i	i	PRON
easat-4466	162	3	wi1	wi1	VERB
easat-4466	162	4	wi2	wi2	PROPN
easat-4466	162	5	bi	bi	NOUN
easat-4466	162	6	1	1	NUM
easat-4466	162	7	-0.62302	-0.62302	NOUN
easat-4466	162	8	-1.82554	-1.82554	VERB
easat-4466	162	9	2.158872	2.158872	NUM
easat-4466	162	10	2	2	NUM
easat-4466	162	11	-0.34997	-0.34997	NOUN
easat-4466	162	12	-0.43338	-0.43338	NOUN
easat-4466	162	13	0.651882	0.651882	NUM
easat-4466	162	14	3	3	NUM
easat-4466	162	15	2.316744	2.316744	NUM
easat-4466	162	16	0.324739	0.324739	NUM
easat-4466	162	17	-0.17349	-0.17349	X
easat-4466	163	1	4	4	NUM
easat-4466	163	2	-5.63505	-5.63505	NOUN
easat-4466	163	3	2.038106	2.038106	NUM
easat-4466	163	4	1.815029	1.815029	NUM
easat-4466	163	5	5	5	NUM
easat-4466	163	6	-1.42184	-1.42184	NOUN
easat-4466	163	7	8.25101	8.25101	NUM
easat-4466	163	8	-0.40928	-0.40928	NOUN
easat-4466	163	9	6	6	NUM
easat-4466	163	10	-3.64266	-3.64266	NOUN
easat-4466	163	11	3.674756	3.674756	NUM
easat-4466	163	12	-0.14819	-0.14819	NOUN
easat-4466	163	13	7	7	NUM
easat-4466	163	14	3.442881	3.442881	NUM
easat-4466	163	15	0.591924	0.591924	NUM
easat-4466	163	16	1.430197	1.430197	NUM
easat-4466	163	17	8	8	NUM
easat-4466	163	18	0.062679	0.062679	NUM
easat-4466	163	19	1.10506	1.10506	NUM
easat-4466	163	20	1.622025	1.622025	NUM
easat-4466	163	21	9	9	NUM
easat-4466	163	22	3.305695	3.305695	NUM
easat-4466	163	23	0.233368	0.233368	NUM
easat-4466	163	24	2.7436	2.7436	NUM
easat-4466	163	25	10	10	NUM
easat-4466	163	26	3.866645	3.866645	NUM
easat-4466	163	27	-2.28924	-2.28924	NOUN
easat-4466	163	28	3.31497	3.31497	NUM
easat-4466	163	29	3.1	3.1	NUM
easat-4466	163	30	.	.	PUNCT
easat-4466	163	31	performance	performance	NOUN
easat-4466	163	32	evaluation	evaluation	NOUN
easat-4466	163	33	of	of	ADP
easat-4466	163	34	new	new	ADJ
easat-4466	163	35	model	model	NOUN
easat-4466	163	36	a	a	DET
easat-4466	163	37	numerical	numerical	ADJ
easat-4466	163	38	case	case	NOUN
easat-4466	163	39	was	be	AUX
easat-4466	163	40	taken	take	VERB
easat-4466	163	41	to	to	PART
easat-4466	163	42	evaluate	evaluate	VERB
easat-4466	163	43	the	the	DET
easat-4466	163	44	accuracy	accuracy	NOUN
easat-4466	163	45	of	of	ADP
easat-4466	163	46	the	the	DET
easat-4466	163	47	proposed	propose	VERB
easat-4466	163	48	model	model	NOUN
easat-4466	163	49	,	,	PUNCT
easat-4466	163	50	in	in	ADP
easat-4466	163	51	which	which	PRON
easat-4466	163	52	the	the	DET
easat-4466	163	53	antenna	antenna	NOUN
easat-4466	163	54	height	height	NOUN
easat-4466	163	55	is	be	AUX
easat-4466	163	56	constant	constant	ADJ
easat-4466	163	57	and	and	CCONJ
easat-4466	163	58	equal	equal	ADJ
easat-4466	163	59	to	to	ADP
easat-4466	163	60	0.2	0.2	NUM
easat-4466	163	61	meters	meter	NOUN
easat-4466	163	62	from	from	ADP
easat-4466	163	63	the	the	DET
easat-4466	163	64	ground	ground	NOUN
easat-4466	163	65	,	,	PUNCT
easat-4466	163	66	the	the	DET
easat-4466	163	67	radial	radial	ADJ
easat-4466	163	68	angle	angle	NOUN
easat-4466	163	69	(	(	PUNCT
easat-4466	163	70	θ	θ	NOUN
easat-4466	163	71	)	)	PUNCT
easat-4466	163	72	,	,	PUNCT
easat-4466	163	73	and	and	CCONJ
easat-4466	163	74	the	the	DET
easat-4466	163	75	distance	distance	NOUN
easat-4466	163	76	between	between	ADP
easat-4466	163	77	the	the	DET
easat-4466	163	78	transmitter	transmitter	NOUN
easat-4466	163	79	and	and	CCONJ
easat-4466	163	80	receiver	receiver	NOUN
easat-4466	163	81	are	be	AUX
easat-4466	163	82	0	0	NUM
easat-4466	163	83	degrees	degree	NOUN
easat-4466	163	84	,	,	PUNCT
easat-4466	163	85	5	5	NUM
easat-4466	163	86	meters	meter	NOUN
easat-4466	163	87	respectively	respectively	ADV
easat-4466	163	88	.	.	PUNCT
easat-4466	164	1	table	table	NOUN
easat-4466	164	2	5	5	NUM
easat-4466	164	3	displays	display	VERB
easat-4466	164	4	the	the	DET
easat-4466	164	5	neural	neural	ADJ
easat-4466	164	6	network	network	NOUN
easat-4466	164	7	constants	constant	NOUN
easat-4466	164	8	for	for	ADP
easat-4466	164	9	input	input	NOUN
easat-4466	164	10	and	and	CCONJ
easat-4466	164	11	output	output	NOUN
easat-4466	164	12	from	from	ADP
easat-4466	164	13	matlab	matlab	PROPN
easat-4466	164	14	simulink	simulink	PROPN
easat-4466	164	15	,	,	PUNCT
easat-4466	164	16	which	which	PRON
easat-4466	164	17	are	be	AUX
easat-4466	164	18	essential	essential	ADJ
easat-4466	164	19	for	for	ADP
easat-4466	164	20	normalizing	normalize	VERB
easat-4466	164	21	the	the	DET
easat-4466	164	22	inputs	input	NOUN
easat-4466	164	23	and	and	CCONJ
easat-4466	164	24	denormalizing	denormalize	VERB
easat-4466	164	25	the	the	DET
easat-4466	164	26	outputs	output	NOUN
easat-4466	164	27	.	.	PUNCT
easat-4466	165	1	297	297	NUM
easat-4466	165	2	edelweiss	edelweiss	PROPN
easat-4466	165	3	applied	apply	VERB
easat-4466	165	4	science	science	NOUN
easat-4466	165	5	and	and	CCONJ
easat-4466	165	6	technology	technology	NOUN
easat-4466	165	7	issn	issn	PROPN
easat-4466	165	8	:	:	PUNCT
easat-4466	165	9	2576	2576	NUM
easat-4466	165	10	-	-	SYM
easat-4466	165	11	8484	8484	NUM
easat-4466	165	12	vol	vol	NOUN
easat-4466	165	13	.	.	PROPN
easat-4466	166	1	9	9	NUM
easat-4466	166	2	,	,	PUNCT
easat-4466	166	3	no	no	INTJ
easat-4466	166	4	.	.	NOUN
easat-4466	167	1	2	2	NUM
easat-4466	167	2	:	:	SYM
easat-4466	167	3	289	289	NUM
easat-4466	167	4	-	-	SYM
easat-4466	167	5	302	302	NUM
easat-4466	167	6	,	,	PUNCT
easat-4466	167	7	2025	2025	NUM
easat-4466	167	8	doi	doi	NOUN
easat-4466	167	9	:	:	PUNCT
easat-4466	167	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	167	11	©	©	PROPN
easat-4466	167	12	2025	2025	NUM
easat-4466	167	13	by	by	ADP
easat-4466	167	14	the	the	DET
easat-4466	167	15	authors	author	NOUN
easat-4466	167	16	;	;	PUNCT
easat-4466	167	17	licensee	licensee	PROPN
easat-4466	167	18	learning	learn	VERB
easat-4466	167	19	gate	gate	NOUN
easat-4466	167	20	table	table	NOUN
easat-4466	167	21	5	5	NUM
easat-4466	167	22	.	.	PUNCT
easat-4466	168	1	the	the	DET
easat-4466	168	2	neural	neural	ADJ
easat-4466	168	3	network	network	NOUN
easat-4466	168	4	constants	constant	NOUN
easat-4466	168	5	for	for	ADP
easat-4466	168	6	inputs	input	NOUN
easat-4466	168	7	and	and	CCONJ
easat-4466	168	8	output	output	NOUN
easat-4466	168	9	.	.	PUNCT
easat-4466	169	1	neural	neural	ADJ
easat-4466	169	2	network	network	NOUN
easat-4466	169	3	constant	constant	ADJ
easat-4466	169	4	inputs	input	NOUN
easat-4466	169	5	outputs	output	NOUN
easat-4466	169	6	inputs	input	VERB
easat-4466	169	7	radial	radial	ADJ
easat-4466	169	8	angle	angle	NOUN
easat-4466	169	9	(	(	PUNCT
easat-4466	169	10	θ	θ	NOUN
easat-4466	169	11	)	)	PUNCT
easat-4466	169	12	distance	distance	NOUN
easat-4466	169	13	(	(	PUNCT
easat-4466	169	14	d	d	NOUN
easat-4466	169	15	)	)	PUNCT
easat-4466	169	16	radial	radial	ADJ
easat-4466	169	17	angle	angle	NOUN
easat-4466	169	18	(	(	PUNCT
easat-4466	169	19	θ	θ	NOUN
easat-4466	169	20	)	)	PUNCT
easat-4466	169	21	xoffset	xoffset	NOUN
easat-4466	169	22	0.01	0.01	NUM
easat-4466	169	23	5	5	NUM
easat-4466	169	24	0.01	0.01	NUM
easat-4466	169	25	gain	gain	VERB
easat-4466	169	26	0.005926102	0.005926102	NUM
easat-4466	169	27	0.057142857	0.057142857	NUM
easat-4466	169	28	0.005926102	0.005926102	NUM
easat-4466	169	29	ymin	ymin	NOUN
easat-4466	169	30	-1	-1	ADP
easat-4466	169	31	-1	-1	INTJ
easat-4466	169	32	-1	-1	ADP
easat-4466	169	33	3.2	3.2	NUM
easat-4466	169	34	.	.	PUNCT
easat-4466	170	1	calculation	calculation	NOUN
easat-4466	170	2	steps	step	VERB
easat-4466	170	3	1normalize	1normalize	NUM
easat-4466	170	4	the	the	DET
easat-4466	170	5	input	input	NOUN
easat-4466	170	6	data	datum	NOUN
easat-4466	170	7	(	(	PUNCT
easat-4466	170	8	x	x	X
easat-4466	170	9	)	)	PUNCT
easat-4466	170	10	using	use	VERB
easat-4466	170	11	eq	eq	ADP
easat-4466	170	12	.	.	PROPN
easat-4466	170	13	9	9	NUM
easat-4466	171	1	𝑁x	𝑁x	PROPN
easat-4466	171	2	=	=	SYM
easat-4466	171	3	(	(	PUNCT
easat-4466	171	4	(	(	PUNCT
easat-4466	171	5	x	x	PART
easat-4466	171	6	−	−	NOUN
easat-4466	171	7	x.	x.	NOUN
easat-4466	171	8	xoffset	xoffset	PROPN
easat-4466	171	9	)	)	PUNCT
easat-4466	171	10	∗	∗	NOUN
easat-4466	171	11	x.	x.	NOUN
easat-4466	171	12	gain	gain	NOUN
easat-4466	171	13	)	)	PUNCT
easat-4466	172	1	+	+	CCONJ
easat-4466	172	2	x.	x.	NOUN
easat-4466	172	3	ymin	ymin	NOUN
easat-4466	172	4	(	(	PUNCT
easat-4466	172	5	9	9	NUM
easat-4466	172	6	)	)	PUNCT
easat-4466	172	7	so	so	SCONJ
easat-4466	172	8	the	the	DET
easat-4466	172	9	normalize	normalize	NOUN
easat-4466	172	10	value	value	NOUN
easat-4466	172	11	of	of	ADP
easat-4466	172	12	radial	radial	ADJ
easat-4466	172	13	angle	angle	NOUN
easat-4466	172	14	(	(	PUNCT
easat-4466	172	15	nθ	nθ	NOUN
easat-4466	172	16	)	)	PUNCT
easat-4466	172	17	and	and	CCONJ
easat-4466	172	18	distance	distance	NOUN
easat-4466	172	19	are	be	AUX
easat-4466	172	20	(	(	PUNCT
easat-4466	172	21	-1	-1	ADJ
easat-4466	172	22	)	)	PUNCT
easat-4466	172	23	and	and	CCONJ
easat-4466	172	24	-1	-1	ADP
easat-4466	172	25	respectively	respectively	ADV
easat-4466	172	26	.	.	PUNCT
easat-4466	173	1	2calculate	2calculate	NUM
easat-4466	173	2	ei	ei	X
easat-4466	173	3	using	use	VERB
easat-4466	173	4	10	10	NUM
easat-4466	173	5	and	and	CCONJ
easat-4466	173	6	table	table	NOUN
easat-4466	173	7	4	4	NUM
easat-4466	173	8	,	,	PUNCT
easat-4466	173	9	then	then	ADV
easat-4466	173	10	calculate	calculate	VERB
easat-4466	173	11	the	the	DET
easat-4466	173	12	activation	activation	NOUN
easat-4466	173	13	function	function	NOUN
easat-4466	173	14	(	(	PUNCT
easat-4466	173	15	ai	ai	NOUN
easat-4466	173	16	)	)	PUNCT
easat-4466	173	17	from	from	ADP
easat-4466	173	18	eq	eq	ADP
easat-4466	173	19	.	.	PROPN
easat-4466	173	20	6	6	NUM
easat-4466	173	21	,	,	PUNCT
easat-4466	173	22	as	as	ADV
easat-4466	173	23	well	well	ADV
easat-4466	173	24	as	as	ADP
easat-4466	173	25	the	the	DET
easat-4466	173	26	results	result	NOUN
easat-4466	173	27	shown	show	VERB
easat-4466	173	28	in	in	ADP
easat-4466	173	29	table	table	NOUN
easat-4466	173	30	6	6	NUM
easat-4466	173	31	.	.	PUNCT
easat-4466	174	1	𝐸𝑖	𝐸𝑖	PROPN
easat-4466	174	2	=	=	SYM
easat-4466	174	3	𝑤𝑖1𝑑	𝑤𝑖1𝑑	PROPN
easat-4466	174	4	+	+	CCONJ
easat-4466	174	5	𝑤𝑖2𝛩	𝑤𝑖2𝛩	PROPN
easat-4466	174	6	+	+	CCONJ
easat-4466	174	7	𝑏𝑖	𝑏𝑖	ADP
easat-4466	174	8	(	(	PUNCT
easat-4466	174	9	10	10	NUM
easat-4466	174	10	)	)	PUNCT
easat-4466	174	11	table	table	NOUN
easat-4466	174	12	6	6	NUM
easat-4466	174	13	.	.	PUNCT
easat-4466	175	1	the	the	DET
easat-4466	175	2	example	example	NOUN
easat-4466	175	3	resultes	result	VERB
easat-4466	175	4	calculation	calculation	NOUN
easat-4466	175	5	values	value	NOUN
easat-4466	175	6	of	of	ADP
easat-4466	175	7	ei	ei	NOUN
easat-4466	175	8	and	and	CCONJ
easat-4466	175	9	a.	a.	NOUN
easat-4466	175	10	ei	ei	NOUN
easat-4466	175	11	ai	ai	VERB
easat-4466	175	12	4.607473	4.607473	NUM
easat-4466	175	13	0.999800939	0.999800939	NUM
easat-4466	175	14	1.435252	1.435252	NUM
easat-4466	175	15	0.892737849	0.892737849	NUM
easat-4466	175	16	-2.81511	-2.81511	NOUN
easat-4466	175	17	-0.99285014	-0.99285014	X
easat-4466	176	1	5.41231	5.41231	NUM
easat-4466	176	2	0.999960194	0.999960194	NUM
easat-4466	176	3	-7.23837	-7.23837	NOUN
easat-4466	176	4	-0.99999897	-0.99999897	VERB
easat-4466	176	5	-0.18007	-0.18007	PROPN
easat-4466	176	6	-0.1781446	-0.1781446	PROPN
easat-4466	176	7	-2.60481	-2.60481	PUNCT
easat-4466	176	8	-0.98913194	-0.98913194	VERB
easat-4466	177	1	0.454282	0.454282	NUM
easat-4466	178	1	0.425412101	0.425412101	NUM
easat-4466	178	2	-0.79566	-0.79566	NOUN
easat-4466	178	3	-0.66160294	-0.66160294	NOUN
easat-4466	178	4	1.737332	1.737332	NUM
easat-4466	178	5	0.939916403	0.939916403	NUM
easat-4466	178	6	3	3	NUM
easat-4466	178	7	-	-	PUNCT
easat-4466	178	8	calculate	calculate	NOUN
easat-4466	178	9	the	the	DET
easat-4466	178	10	output	output	NOUN
easat-4466	178	11	(	(	PUNCT
easat-4466	178	12	y	y	NOUN
easat-4466	178	13	)	)	PUNCT
easat-4466	178	14	using	use	VERB
easat-4466	178	15	eq	eq	X
easat-4466	178	16	.	.	PUNCT
easat-4466	179	1	(	(	PUNCT
easat-4466	179	2	7	7	X
easat-4466	179	3	)	)	PUNCT
easat-4466	179	4	y1=	y1=	NOUN
easat-4466	179	5	-0.603247166	-0.603247166	PUNCT
easat-4466	180	1	3denormalizing	3denormalizing	NUM
easat-4466	180	2	the	the	DET
easat-4466	180	3	output	output	NOUN
easat-4466	180	4	(	(	PUNCT
easat-4466	180	5	yi	yi	NOUN
easat-4466	180	6	)	)	PUNCT
easat-4466	180	7	using	use	VERB
easat-4466	180	8	eq	eq	X
easat-4466	180	9	.	.	PUNCT
easat-4466	181	1	(	(	PUNCT
easat-4466	181	2	8)	8)	NUM
easat-4466	181	3	so	so	CCONJ
easat-4466	181	4	the	the	DET
easat-4466	181	5	prediction	prediction	NOUN
easat-4466	181	6	value	value	NOUN
easat-4466	181	7	for	for	ADP
easat-4466	181	8	path	path	NOUN
easat-4466	181	9	loss	loss	NOUN
easat-4466	181	10	(	(	PUNCT
easat-4466	181	11	ppl	ppl	PROPN
easat-4466	181	12	)	)	PUNCT
easat-4466	181	13	for	for	ADP
easat-4466	181	14	radial	radial	ADJ
easat-4466	181	15	angle	angle	NOUN
easat-4466	181	16	0	0	NUM
easat-4466	181	17	degree	degree	NOUN
easat-4466	181	18	and	and	CCONJ
easat-4466	181	19	5	5	NUM
easat-4466	181	20	meter	meter	NOUN
easat-4466	181	21	distance	distance	NOUN
easat-4466	181	22	is	be	AUX
easat-4466	181	23	92.7447	92.7447	NUM
easat-4466	181	24	;	;	PUNCT
easat-4466	181	25	it	it	PRON
easat-4466	181	26	's	be	AUX
easat-4466	181	27	high	high	ADJ
easat-4466	181	28	and	and	CCONJ
easat-4466	181	29	agrees	agree	VERB
easat-4466	181	30	with	with	ADP
easat-4466	181	31	the	the	DET
easat-4466	181	32	empirical	empirical	ADJ
easat-4466	181	33	measured	measure	VERB
easat-4466	181	34	value	value	NOUN
easat-4466	181	35	(	(	PUNCT
easat-4466	181	36	table	table	NOUN
easat-4466	181	37	5	5	NUM
easat-4466	181	38	)	)	PUNCT
easat-4466	181	39	.	.	PUNCT
easat-4466	182	1	the	the	DET
easat-4466	182	2	previous	previous	ADJ
easat-4466	182	3	paragraphs	paragraph	NOUN
easat-4466	182	4	provide	provide	VERB
easat-4466	182	5	the	the	DET
easat-4466	182	6	assumptions	assumption	NOUN
easat-4466	182	7	for	for	ADP
easat-4466	182	8	the	the	DET
easat-4466	182	9	lognormal	lognormal	ADJ
easat-4466	182	10	shading	shading	NOUN
easat-4466	182	11	model	model	NOUN
easat-4466	182	12	eq	eq	ADP
easat-4466	182	13	.	.	PUNCT
easat-4466	183	1	(	(	PUNCT
easat-4466	183	2	1	1	NUM
easat-4466	183	3	)	)	PUNCT
easat-4466	183	4	,	,	PUNCT
easat-4466	183	5	and	and	CCONJ
easat-4466	183	6	its	its	PRON
easat-4466	183	7	linear	linear	ADJ
easat-4466	183	8	regression	regression	NOUN
easat-4466	183	9	equation	equation	NOUN
easat-4466	183	10	is	be	AUX
easat-4466	183	11	:	:	PUNCT
easat-4466	184	1	[	[	X
easat-4466	184	2	25	25	NUM
easat-4466	184	3	]	]	PUNCT
easat-4466	184	4	.	.	PUNCT
easat-4466	185	1	𝑌	𝑌	PROPN
easat-4466	185	2	=	=	PUNCT
easat-4466	185	3	64.84	64.84	NUM
easat-4466	185	4	+	+	CCONJ
easat-4466	185	5	32.1log⁡(𝑑	32.1log⁡(𝑑	NUM
easat-4466	185	6	)	)	PUNCT
easat-4466	185	7	(	(	PUNCT
easat-4466	185	8	11	11	NUM
easat-4466	185	9	)	)	PUNCT
easat-4466	185	10	here	here	ADV
easat-4466	185	11	is	be	AUX
easat-4466	185	12	another	another	DET
easat-4466	185	13	example	example	NOUN
easat-4466	185	14	of	of	ADP
easat-4466	185	15	calculating	calculate	VERB
easat-4466	185	16	path	path	NOUN
easat-4466	185	17	losses	loss	NOUN
easat-4466	185	18	using	use	VERB
easat-4466	185	19	the	the	DET
easat-4466	185	20	lognormal	lognormal	ADJ
easat-4466	185	21	shading	shading	NOUN
easat-4466	185	22	model	model	NOUN
easat-4466	185	23	eq	eq	ADP
easat-4466	185	24	.	.	PUNCT
easat-4466	186	1	(	(	PUNCT
easat-4466	186	2	2	2	NUM
easat-4466	186	3	)	)	PUNCT
easat-4466	186	4	,	,	PUNCT
easat-4466	186	5	as	as	ADV
easat-4466	186	6	well	well	ADV
easat-4466	186	7	as	as	ADP
easat-4466	186	8	the	the	DET
easat-4466	186	9	model	model	NOUN
easat-4466	186	10	proposed	propose	VERB
easat-4466	186	11	in	in	ADP
easat-4466	186	12	this	this	DET
easat-4466	186	13	study	study	NOUN
easat-4466	186	14	for	for	ADP
easat-4466	186	15	different	different	ADJ
easat-4466	186	16	values	value	NOUN
easat-4466	186	17	of	of	ADP
easat-4466	186	18	radiation	radiation	NOUN
easat-4466	186	19	angle	angle	NOUN
easat-4466	186	20	and	and	CCONJ
easat-4466	186	21	the	the	DET
easat-4466	186	22	distance	distance	NOUN
easat-4466	186	23	,	,	PUNCT
easat-4466	186	24	table	table	NOUN
easat-4466	186	25	7	7	NUM
easat-4466	186	26	:	:	PUNCT
easat-4466	186	27	table	table	NOUN
easat-4466	186	28	7	7	NUM
easat-4466	186	29	.	.	PUNCT
easat-4466	186	30	numerical	numerical	PROPN
easat-4466	186	31	example	example	NOUN
easat-4466	186	32	resultes	resulte	NOUN
easat-4466	186	33	for	for	ADP
easat-4466	186	34	various	various	ADJ
easat-4466	186	35	raial	raial	ADJ
easat-4466	186	36	angle	angle	NOUN
easat-4466	186	37	and	and	CCONJ
easat-4466	186	38	distance	distance	NOUN
easat-4466	186	39	using	use	VERB
easat-4466	186	40	proposed	propose	VERB
easat-4466	186	41	model	model	NOUN
easat-4466	186	42	and	and	CCONJ
easat-4466	186	43	linear	linear	PROPN
easat-4466	186	44	regression	regression	NOUN
easat-4466	186	45	model	model	NOUN
easat-4466	186	46	.	.	PUNCT
easat-4466	187	1	distance	distance	NOUN
easat-4466	187	2	(	(	PUNCT
easat-4466	187	3	m	m	NOUN
easat-4466	187	4	)	)	PUNCT
easat-4466	187	5	radial	radial	ADJ
easat-4466	187	6	angle	angle	NOUN
easat-4466	187	7	(	(	PUNCT
easat-4466	187	8	θo	θo	NOUN
easat-4466	187	9	)	)	PUNCT
easat-4466	187	10	linear	linear	ADJ
easat-4466	187	11	regression	regression	NOUN
easat-4466	187	12	equation	equation	NOUN
easat-4466	187	13	(	(	PUNCT
easat-4466	187	14	db	db	NOUN
easat-4466	187	15	)	)	PUNCT
easat-4466	187	16	eq.11	eq.11	PROPN
easat-4466	187	17	our	our	PRON
easat-4466	187	18	prediction	prediction	NOUN
easat-4466	187	19	model	model	NOUN
easat-4466	187	20	(	(	PUNCT
easat-4466	187	21	db	db	PROPN
easat-4466	187	22	)	)	PUNCT
easat-4466	187	23	15	15	NUM
easat-4466	187	24	22.5	22.5	NUM
easat-4466	187	25	102.59	102.59	NUM
easat-4466	187	26	104.79	104.79	NUM
easat-4466	187	27	5	5	NUM
easat-4466	187	28	45	45	NUM
easat-4466	187	29	87.27	87.27	NUM
easat-4466	187	30	90.38	90.38	NUM
easat-4466	187	31	20	20	NUM
easat-4466	187	32	67.5	67.5	NUM
easat-4466	187	33	106.60	106.60	NUM
easat-4466	187	34	106.77	106.77	NUM
easat-4466	187	35	30	30	NUM
easat-4466	187	36	90	90	NUM
easat-4466	187	37	112.25	112.25	NUM
easat-4466	187	38	114.48	114.48	NUM
easat-4466	187	39	10	10	NUM
easat-4466	187	40	112.5	112.5	NUM
easat-4466	187	41	96.94	96.94	NUM
easat-4466	187	42	97.12	97.12	NUM
easat-4466	187	43	298	298	NUM
easat-4466	187	44	edelweiss	edelweiss	PROPN
easat-4466	187	45	applied	apply	VERB
easat-4466	187	46	science	science	NOUN
easat-4466	187	47	and	and	CCONJ
easat-4466	187	48	technology	technology	NOUN
easat-4466	187	49	issn	issn	PROPN
easat-4466	187	50	:	:	PUNCT
easat-4466	187	51	2576	2576	NUM
easat-4466	187	52	-	-	SYM
easat-4466	187	53	8484	8484	NUM
easat-4466	187	54	vol	vol	NOUN
easat-4466	187	55	.	.	PROPN
easat-4466	188	1	9	9	NUM
easat-4466	188	2	,	,	PUNCT
easat-4466	188	3	no	no	INTJ
easat-4466	188	4	.	.	NOUN
easat-4466	189	1	2	2	NUM
easat-4466	189	2	:	:	SYM
easat-4466	189	3	289	289	NUM
easat-4466	189	4	-	-	SYM
easat-4466	189	5	302	302	NUM
easat-4466	189	6	,	,	PUNCT
easat-4466	189	7	2025	2025	NUM
easat-4466	189	8	doi	doi	NOUN
easat-4466	189	9	:	:	PUNCT
easat-4466	189	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	189	11	©	©	PROPN
easat-4466	189	12	2025	2025	NUM
easat-4466	189	13	by	by	ADP
easat-4466	189	14	the	the	DET
easat-4466	189	15	authors	author	NOUN
easat-4466	189	16	;	;	PUNCT
easat-4466	189	17	licensee	licensee	PROPN
easat-4466	189	18	learning	learning	NOUN
easat-4466	189	19	gate	gate	NOUN
easat-4466	189	20	4	4	PROPN
easat-4466	189	21	.	.	NOUN
easat-4466	189	22	results	result	NOUN
easat-4466	189	23	and	and	CCONJ
easat-4466	189	24	discussion	discussion	NOUN
easat-4466	189	25	as	as	SCONJ
easat-4466	189	26	seen	see	VERB
easat-4466	189	27	in	in	ADP
easat-4466	189	28	figure	figure	NOUN
easat-4466	189	29	6	6	NUM
easat-4466	189	30	,	,	PUNCT
easat-4466	189	31	the	the	DET
easat-4466	189	32	proposed	propose	VERB
easat-4466	189	33	pl	pl	X
easat-4466	189	34	prediction	prediction	NOUN
easat-4466	189	35	model	model	NOUN
easat-4466	189	36	based	base	VERB
easat-4466	189	37	on	on	ADP
easat-4466	189	38	network	network	NOUN
easat-4466	189	39	weights	weight	NOUN
easat-4466	189	40	works	work	VERB
easat-4466	189	41	very	very	ADV
easat-4466	189	42	well	well	ADV
easat-4466	189	43	.	.	PUNCT
easat-4466	190	1	statistical	statistical	ADJ
easat-4466	190	2	values	value	NOUN
easat-4466	190	3	like	like	ADP
easat-4466	190	4	r	r	NOUN
easat-4466	190	5	and	and	CCONJ
easat-4466	190	6	mse	mse	NOUN
easat-4466	190	7	show	show	VERB
easat-4466	190	8	that	that	SCONJ
easat-4466	190	9	the	the	DET
easat-4466	190	10	proposed	propose	VERB
easat-4466	190	11	formula	formula	NOUN
easat-4466	190	12	is	be	AUX
easat-4466	190	13	excellent	excellent	ADJ
easat-4466	190	14	at	at	ADP
easat-4466	190	15	describing	describe	VERB
easat-4466	190	16	all	all	DET
easat-4466	190	17	possible	possible	ADJ
easat-4466	190	18	operating	operating	NOUN
easat-4466	190	19	conditions	condition	NOUN
easat-4466	190	20	.	.	PUNCT
easat-4466	191	1	the	the	DET
easat-4466	191	2	average	average	ADJ
easat-4466	191	3	square	square	ADJ
easat-4466	191	4	error	error	NOUN
easat-4466	191	5	and	and	CCONJ
easat-4466	191	6	linear	linear	ADJ
easat-4466	191	7	correlation	correlation	NOUN
easat-4466	191	8	coefficient	coefficient	NOUN
easat-4466	191	9	of	of	ADP
easat-4466	191	10	the	the	DET
easat-4466	191	11	new	new	ADJ
easat-4466	191	12	proposed	propose	VERB
easat-4466	191	13	model	model	NOUN
easat-4466	191	14	are	be	AUX
easat-4466	191	15	0.688047782	0.688047782	NUM
easat-4466	191	16	and	and	CCONJ
easat-4466	191	17	0.9924	0.9924	NUM
easat-4466	191	18	,	,	PUNCT
easat-4466	191	19	respectively	respectively	ADV
easat-4466	191	20	.	.	PUNCT
easat-4466	192	1	for	for	ADP
easat-4466	192	2	the	the	DET
easat-4466	192	3	same	same	ADJ
easat-4466	192	4	sender	sender	NOUN
easat-4466	192	5	location	location	NOUN
easat-4466	192	6	(	(	PUNCT
easat-4466	192	7	h	h	NOUN
easat-4466	192	8	)	)	PUNCT
easat-4466	192	9	,	,	PUNCT
easat-4466	192	10	radial	radial	ADJ
easat-4466	192	11	angle	angle	NOUN
easat-4466	192	12	(	(	PUNCT
easat-4466	192	13	θ	θ	NOUN
easat-4466	192	14	)	)	PUNCT
easat-4466	192	15	,	,	PUNCT
easat-4466	192	16	and	and	CCONJ
easat-4466	192	17	distance	distance	NOUN
easat-4466	192	18	(	(	PUNCT
easat-4466	192	19	d	d	NOUN
easat-4466	192	20	)	)	PUNCT
easat-4466	192	21	,	,	PUNCT
easat-4466	192	22	experimental	experimental	ADJ
easat-4466	192	23	data	datum	NOUN
easat-4466	192	24	for	for	ADP
easat-4466	192	25	path	path	NOUN
easat-4466	192	26	loss	loss	NOUN
easat-4466	192	27	(	(	PUNCT
easat-4466	192	28	pl	pl	NOUN
easat-4466	192	29	)	)	PUNCT
easat-4466	192	30	is	be	AUX
easat-4466	192	31	compared	compare	VERB
easat-4466	192	32	with	with	ADP
easat-4466	192	33	those	those	PRON
easat-4466	192	34	calculated	calculate	VERB
easat-4466	192	35	using	use	VERB
easat-4466	192	36	new	new	ADJ
easat-4466	192	37	formula	formula	NOUN
easat-4466	192	38	,	,	PUNCT
easat-4466	192	39	the	the	DET
easat-4466	192	40	fspl	fspl	ADJ
easat-4466	192	41	model	model	NOUN
easat-4466	192	42	,	,	PUNCT
easat-4466	192	43	the	the	DET
easat-4466	192	44	two	two	NUM
easat-4466	192	45	-	-	PUNCT
easat-4466	192	46	ray	ray	NOUN
easat-4466	192	47	model	model	NOUN
easat-4466	192	48	,	,	PUNCT
easat-4466	192	49	and	and	CCONJ
easat-4466	192	50	finding	finding	NOUN
easat-4466	192	51	of	of	ADP
easat-4466	192	52	elmezughi	elmezughi	PROPN
easat-4466	192	53	,	,	PUNCT
easat-4466	192	54	et	et	PROPN
easat-4466	192	55	al	al	PROPN
easat-4466	192	56	.	.	PUNCT
easat-4466	193	1	[	[	X
easat-4466	193	2	26	26	NUM
easat-4466	193	3	]	]	PUNCT
easat-4466	193	4	as	as	SCONJ
easat-4466	193	5	shown	show	VERB
easat-4466	193	6	in	in	ADP
easat-4466	193	7	table	table	NOUN
easat-4466	193	8	8	8	NUM
easat-4466	193	9	and	and	CCONJ
easat-4466	193	10	described	describe	VERB
easat-4466	193	11	in	in	ADP
easat-4466	193	12	figures	figure	NOUN
easat-4466	193	13	7	7	NUM
easat-4466	193	14	-	-	SYM
easat-4466	193	15	9	9	NUM
easat-4466	193	16	.	.	PUNCT
easat-4466	194	1	clearly	clearly	ADV
easat-4466	194	2	,	,	PUNCT
easat-4466	194	3	the	the	DET
easat-4466	194	4	results	result	NOUN
easat-4466	194	5	of	of	ADP
easat-4466	194	6	the	the	DET
easat-4466	194	7	new	new	ADJ
easat-4466	194	8	formula	formula	NOUN
easat-4466	194	9	and	and	CCONJ
easat-4466	194	10	the	the	DET
easat-4466	194	11	experimental	experimental	ADJ
easat-4466	194	12	data	datum	NOUN
easat-4466	194	13	are	be	AUX
easat-4466	194	14	perfectly	perfectly	ADV
easat-4466	194	15	compatible	compatible	ADJ
easat-4466	194	16	,	,	PUNCT
easat-4466	194	17	and	and	CCONJ
easat-4466	194	18	more	more	ADV
easat-4466	194	19	accurate	accurate	ADJ
easat-4466	194	20	from	from	ADP
easat-4466	194	21	the	the	DET
easat-4466	194	22	normal	normal	ADJ
easat-4466	194	23	logarithmic	logarithmic	ADJ
easat-4466	194	24	model	model	NOUN
easat-4466	194	25	proposed	propose	VERB
easat-4466	194	26	by	by	ADP
easat-4466	194	27	faruk	faruk	PROPN
easat-4466	194	28	,	,	PUNCT
easat-4466	194	29	et	et	PROPN
easat-4466	194	30	al	al	PROPN
easat-4466	194	31	.	.	PUNCT
easat-4466	195	1	[	[	X
easat-4466	195	2	17	17	NUM
easat-4466	195	3	]	]	PUNCT
easat-4466	195	4	as	as	SCONJ
easat-4466	195	5	shown	show	VERB
easat-4466	195	6	in	in	ADP
easat-4466	195	7	figure	figure	NOUN
easat-4466	195	8	9	9	NUM
easat-4466	195	9	.	.	PUNCT
easat-4466	196	1	according	accord	VERB
easat-4466	196	2	to	to	ADP
easat-4466	196	3	table	table	NOUN
easat-4466	196	4	9	9	NUM
easat-4466	196	5	and	and	CCONJ
easat-4466	196	6	figure	figure	VERB
easat-4466	196	7	7	7	NUM
easat-4466	196	8	,	,	PUNCT
easat-4466	196	9	the	the	DET
easat-4466	196	10	average	average	ADJ
easat-4466	196	11	absolute	absolute	ADJ
easat-4466	196	12	deviation	deviation	NOUN
easat-4466	196	13	value	value	NOUN
easat-4466	196	14	(	(	PUNCT
easat-4466	196	15	aapd	aapd	PROPN
easat-4466	196	16	)	)	PUNCT
easat-4466	196	17	eq	eq	ADP
easat-4466	196	18	.	.	PUNCT
easat-4466	197	1	(	(	PUNCT
easat-4466	197	2	12	12	NUM
easat-4466	197	3	)	)	PUNCT
easat-4466	197	4	for	for	ADP
easat-4466	197	5	the	the	DET
easat-4466	197	6	results	result	NOUN
easat-4466	197	7	of	of	ADP
easat-4466	197	8	the	the	DET
easat-4466	197	9	proposed	propose	VERB
easat-4466	197	10	formula	formula	NOUN
easat-4466	197	11	,	,	PUNCT
easat-4466	197	12	log	log	NOUN
easat-4466	197	13	-	-	PUNCT
easat-4466	197	14	normal	normal	ADJ
easat-4466	197	15	shadowing	shadowing	NOUN
easat-4466	197	16	model	model	NOUN
easat-4466	197	17	,	,	PUNCT
easat-4466	197	18	fspl	fspl	ADJ
easat-4466	197	19	model	model	NOUN
easat-4466	197	20	,	,	PUNCT
easat-4466	197	21	and	and	CCONJ
easat-4466	197	22	two	two	NUM
easat-4466	197	23	-	-	PUNCT
easat-4466	197	24	ray	ray	NOUN
easat-4466	197	25	model	model	NOUN
easat-4466	197	26	associations	association	NOUN
easat-4466	197	27	for	for	ADP
easat-4466	197	28	the	the	DET
easat-4466	197	29	full	full	ADJ
easat-4466	197	30	experimental	experimental	ADJ
easat-4466	197	31	data	datum	NOUN
easat-4466	197	32	bands	band	NOUN
easat-4466	197	33	are	be	AUX
easat-4466	197	34	0.51	0.51	NUM
easat-4466	197	35	%	%	NOUN
easat-4466	197	36	,	,	PUNCT
easat-4466	197	37	4.1	4.1	NUM
easat-4466	197	38	%	%	NOUN
easat-4466	197	39	,	,	PUNCT
easat-4466	197	40	40.579	40.579	NUM
easat-4466	197	41	%	%	NOUN
easat-4466	197	42	,	,	PUNCT
easat-4466	197	43	and	and	CCONJ
easat-4466	197	44	28.79	28.79	NUM
easat-4466	197	45	%	%	NOUN
easat-4466	197	46	,	,	PUNCT
easat-4466	197	47	respectively	respectively	ADV
easat-4466	197	48	.	.	PUNCT
easat-4466	198	1	𝐴𝐴𝑃𝐷	𝐴𝐴𝑃𝐷	PROPN
easat-4466	198	2	=	=	PUNCT
easat-4466	198	3	1	1	NUM
easat-4466	198	4	𝑛	𝑛	PRON
easat-4466	198	5	∑	∑	ADV
easat-4466	198	6	|⁡	|⁡	PROPN
easat-4466	198	7	𝑂𝑖−𝑁𝑖	𝑂𝑖−𝑁𝑖	NOUN
easat-4466	198	8	𝑂𝑖	𝑂𝑖	PROPN
easat-4466	198	9	|	|	ADV
easat-4466	198	10	𝑥100𝑛	𝑥100𝑛	NOUN
easat-4466	198	11	𝑖=1	𝑖=1	PUNCT
easat-4466	199	1	(	(	PUNCT
easat-4466	199	2	12	12	NUM
easat-4466	199	3	)	)	PUNCT
easat-4466	199	4	table	table	NOUN
easat-4466	199	5	8	8	NUM
easat-4466	199	6	.	.	PUNCT
easat-4466	200	1	the	the	DET
easat-4466	200	2	path	path	NOUN
easat-4466	200	3	loss	loss	NOUN
easat-4466	200	4	of	of	ADP
easat-4466	200	5	concrete	concrete	ADJ
easat-4466	200	6	surfaces	surface	NOUN
easat-4466	200	7	environments	environment	NOUN
easat-4466	200	8	predicted	predict	VERB
easat-4466	200	9	by	by	ADP
easat-4466	200	10	the	the	DET
easat-4466	200	11	proposed	propose	VERB
easat-4466	200	12	model	model	NOUN
easat-4466	200	13	,	,	PUNCT
easat-4466	200	14	two	two	NUM
easat-4466	200	15	-	-	PUNCT
easat-4466	200	16	ray	ray	NOUN
easat-4466	200	17	model	model	NOUN
easat-4466	200	18	log	log	NOUN
easat-4466	200	19	-	-	PUNCT
easat-4466	200	20	normal	normal	ADJ
easat-4466	200	21	shadowing	shadowing	NOUN
easat-4466	200	22	model	model	NOUN
easat-4466	200	23	,	,	PUNCT
easat-4466	200	24	and	and	CCONJ
easat-4466	200	25	fspl	fspl	ADJ
easat-4466	200	26	model	model	NOUN
easat-4466	200	27	in	in	ADP
easat-4466	200	28	[	[	X
easat-4466	200	29	db	db	X
easat-4466	200	30	]	]	PUNCT
easat-4466	200	31	.	.	PUNCT
easat-4466	201	1	transmitter	transmitter	NOUN
easat-4466	201	2	antenna	antenna	NOUN
easat-4466	201	3	setting	set	VERB
easat-4466	201	4	d	d	PROPN
easat-4466	201	5	(	(	PUNCT
easat-4466	201	6	m	m	NOUN
easat-4466	201	7	)	)	PUNCT
easat-4466	201	8	pl	pl	VERB
easat-4466	201	9	empirical	empirical	ADJ
easat-4466	201	10	measurements	measurement	NOUN
easat-4466	201	11	(	(	PUNCT
easat-4466	201	12	db	db	NOUN
easat-4466	201	13	)	)	PUNCT
easat-4466	201	14	log	log	NOUN
easat-4466	201	15	-	-	PUNCT
easat-4466	201	16	normal	normal	ADJ
easat-4466	201	17	shadowing	shadowing	NOUN
easat-4466	201	18	model	model	NOUN
easat-4466	201	19	[	[	X
easat-4466	201	20	23	23	NUM
easat-4466	201	21	]	]	PUNCT
easat-4466	201	22	(	(	PUNCT
easat-4466	201	23	db	db	NOUN
easat-4466	201	24	)	)	PUNCT
easat-4466	201	25	fspl	fspl	ADJ
easat-4466	201	26	model	model	NOUN
easat-4466	201	27	(	(	PUNCT
easat-4466	201	28	db	db	NOUN
easat-4466	201	29	)	)	PUNCT
easat-4466	201	30	2	2	NUM
easat-4466	201	31	-	-	PUNCT
easat-4466	201	32	ray	ray	NOUN
easat-4466	201	33	model	model	NOUN
easat-4466	201	34	(	(	PUNCT
easat-4466	201	35	db	db	PROPN
easat-4466	201	36	)	)	PUNCT
easat-4466	201	37	our	our	PRON
easat-4466	201	38	prediction	prediction	NOUN
easat-4466	201	39	model	model	NOUN
easat-4466	201	40	(	(	PUNCT
easat-4466	201	41	db	db	NOUN
easat-4466	201	42	)	)	PUNCT
easat-4466	201	43	radial	radial	ADJ
easat-4466	201	44	θ	θ	PROPN
easat-4466	201	45	degree	degree	NOUN
easat-4466	201	46	5	5	NUM
easat-4466	201	47	93	93	NUM
easat-4466	201	48	87.25	87.25	NUM
easat-4466	201	49	54	54	NUM
easat-4466	201	50	55.88	55.88	NUM
easat-4466	201	51	92.74	92.74	NUM
easat-4466	201	52	10	10	NUM
easat-4466	201	53	100	100	NUM
easat-4466	201	54	96.94	96.94	NUM
easat-4466	201	55	60.04	60.04	NUM
easat-4466	201	56	67.95	67.95	NUM
easat-4466	201	57	100.45	100.45	NUM
easat-4466	201	58	15	15	NUM
easat-4466	201	59	106	106	NUM
easat-4466	201	60	102.59	102.59	NUM
easat-4466	201	61	63.56	63.56	NUM
easat-4466	201	62	75,002	75,002	NUM
easat-4466	201	63	106.26	106.26	NUM
easat-4466	201	64	20	20	NUM
easat-4466	201	65	112	112	NUM
easat-4466	201	66	106.6	106.6	NUM
easat-4466	201	67	66.06	66.06	NUM
easat-4466	201	68	so	so	CCONJ
easat-4466	202	1	111.21	111.21	NUM
easat-4466	202	2	25	25	NUM
easat-4466	202	3	115	115	NUM
easat-4466	202	4	109.71	109.71	NUM
easat-4466	202	5	68	68	NUM
easat-4466	202	6	83.87	83.87	NUM
easat-4466	202	7	115.18	115.18	NUM
easat-4466	202	8	30	30	NUM
easat-4466	202	9	116	116	NUM
easat-4466	202	10	112.25	112.25	NUM
easat-4466	202	11	69.58	69.58	NUM
easat-4466	202	12	$	$	SYM
easat-4466	202	13	7,043	7,043	NUM
easat-4466	202	14	117.52	117.52	NUM
easat-4466	202	15	35	35	NUM
easat-4466	202	16	120	120	NUM
easat-4466	202	17	114.4	114.4	NUM
easat-4466	202	18	70.92	70.92	NUM
easat-4466	202	19	$	$	SYM
easat-4466	202	20	9.72	9.72	NUM
easat-4466	202	21	119.27	119.27	NUM
easat-4466	202	22	40	40	NUM
easat-4466	202	23	120	120	NUM
easat-4466	202	24	116.26	116.26	NUM
easat-4466	202	25	72.08	72.08	NUM
easat-4466	202	26	92.04	92.04	NUM
easat-4466	202	27	120.39	120.39	NUM
easat-4466	202	28	table	table	NOUN
easat-4466	202	29	9	9	NUM
easat-4466	202	30	.	.	PUNCT
easat-4466	202	31	aapd	aapd	NOUN
easat-4466	202	32	(	(	PUNCT
easat-4466	202	33	%	%	INTJ
easat-4466	202	34	)	)	PUNCT
easat-4466	202	35	for	for	ADP
easat-4466	202	36	log	log	NOUN
easat-4466	202	37	-	-	PUNCT
easat-4466	202	38	normal	normal	ADJ
easat-4466	202	39	shadowing	shadowing	NOUN
easat-4466	202	40	model	model	NOUN
easat-4466	202	41	,	,	PUNCT
easat-4466	202	42	fspl	fspl	NOUN
easat-4466	202	43	,	,	PUNCT
easat-4466	202	44	two	two	NUM
easat-4466	202	45	-	-	PUNCT
easat-4466	202	46	ray	ray	NOUN
easat-4466	202	47	,	,	PUNCT
easat-4466	202	48	and	and	CCONJ
easat-4466	202	49	the	the	DET
easat-4466	202	50	proposed	propose	VERB
easat-4466	202	51	models	model	NOUN
easat-4466	202	52	.	.	PUNCT
easat-4466	203	1	transmitter	transmitter	NOUN
easat-4466	203	2	antenna	antenna	NOUN
easat-4466	203	3	setting	set	VERB
easat-4466	203	4	d	d	PROPN
easat-4466	203	5	(	(	PUNCT
easat-4466	203	6	m	m	NOUN
easat-4466	203	7	)	)	PUNCT
easat-4466	203	8	appd	appd	NOUN
easat-4466	203	9	(	(	PUNCT
easat-4466	203	10	%	%	INTJ
easat-4466	203	11	)	)	PUNCT
easat-4466	203	12	log	log	NOUN
easat-4466	203	13	-	-	PUNCT
easat-4466	203	14	normal	normal	ADJ
easat-4466	203	15	shadowing	shadowing	NOUN
easat-4466	203	16	model	model	NOUN
easat-4466	203	17	[	[	X
easat-4466	203	18	23	23	NUM
easat-4466	203	19	]	]	X
easat-4466	203	20	fspl	fspl	ADJ
easat-4466	203	21	model	model	NOUN
easat-4466	203	22	2	2	NUM
easat-4466	203	23	-	-	PUNCT
easat-4466	203	24	ray	ray	NOUN
easat-4466	203	25	model	model	NOUN
easat-4466	203	26	our	our	PRON
easat-4466	203	27	prediction	prediction	NOUN
easat-4466	203	28	model	model	NOUN
easat-4466	203	29	radial	radial	ADJ
easat-4466	203	30	θ	θ	PROPN
easat-4466	203	31	degree	degree	NOUN
easat-4466	203	32	5	5	NUM
easat-4466	203	33	6.18	6.18	NUM
easat-4466	203	34	41.92	41.92	NUM
easat-4466	203	35	39.91	39.91	NUM
easat-4466	203	36	0.27	0.27	NUM
easat-4466	203	37	10	10	NUM
easat-4466	203	38	3.06	3.06	NUM
easat-4466	203	39	39.95	39.95	NUM
easat-4466	203	40	32.04	32.04	NUM
easat-4466	203	41	0.45	0.45	NUM
easat-4466	203	42	15	15	NUM
easat-4466	203	43	3.21	3.21	NUM
easat-4466	203	44	40.03	40.03	NUM
easat-4466	203	45	29.24	29.24	NUM
easat-4466	204	1	0.21	0.21	NUM
easat-4466	204	2	20	20	NUM
easat-4466	204	3	20	20	NUM
easat-4466	204	4	4.81	4.81	NUM
easat-4466	204	5	41.01	41.01	NUM
easat-4466	204	6	28.57	28.57	NUM
easat-4466	204	7	25	25	NUM
easat-4466	204	8	4.59	4.59	NUM
easat-4466	204	9	40.86	40.86	NUM
easat-4466	204	10	27.06	27.06	NUM
easat-4466	204	11	0.16	0.16	NUM
easat-4466	204	12	30	30	NUM
easat-4466	204	13	3.22	3.22	NUM
easat-4466	204	14	40.01	40.01	NUM
easat-4466	204	15	24.96	24.96	NUM
easat-4466	204	16	1.31	1.31	NUM
easat-4466	204	17	35	35	NUM
easat-4466	204	18	4.66	4.66	NUM
easat-4466	204	19	40.89	40.89	NUM
easat-4466	204	20	25.23	25.23	NUM
easat-4466	204	21	0.6	0.6	NUM
easat-4466	204	22	40	40	NUM
easat-4466	204	23	3.11	3.11	NUM
easat-4466	204	24	39.93	39.93	NUM
easat-4466	204	25	23.29	23.29	NUM
easat-4466	204	26	0.33	0.33	NUM
easat-4466	204	27	average	average	ADJ
easat-4466	204	28	aapd	aapd	NOUN
easat-4466	204	29	%	%	NOUN
easat-4466	204	30	4.11	4.11	NUM
easat-4466	204	31	40.58	40.58	NUM
easat-4466	204	32	28.79	28.79	NUM
easat-4466	204	33	0.51	0.51	NUM
easat-4466	204	34	299	299	NUM
easat-4466	204	35	edelweiss	edelweiss	PROPN
easat-4466	204	36	applied	apply	VERB
easat-4466	204	37	science	science	NOUN
easat-4466	204	38	and	and	CCONJ
easat-4466	204	39	technology	technology	NOUN
easat-4466	204	40	issn	issn	PROPN
easat-4466	204	41	:	:	PUNCT
easat-4466	204	42	2576	2576	NUM
easat-4466	204	43	-	-	SYM
easat-4466	204	44	8484	8484	NUM
easat-4466	204	45	vol	vol	NOUN
easat-4466	204	46	.	.	PROPN
easat-4466	204	47	9	9	NUM
easat-4466	204	48	,	,	PUNCT
easat-4466	204	49	no	no	INTJ
easat-4466	204	50	.	.	NOUN
easat-4466	204	51	2	2	NUM
easat-4466	204	52	:	:	SYM
easat-4466	204	53	289	289	NUM
easat-4466	204	54	-	-	SYM
easat-4466	204	55	302	302	NUM
easat-4466	204	56	,	,	PUNCT
easat-4466	204	57	2025	2025	NUM
easat-4466	204	58	doi	doi	NOUN
easat-4466	204	59	:	:	PUNCT
easat-4466	204	60	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	204	61	©	©	PROPN
easat-4466	204	62	2025	2025	NUM
easat-4466	204	63	by	by	ADP
easat-4466	204	64	the	the	DET
easat-4466	204	65	authors	author	NOUN
easat-4466	204	66	;	;	PUNCT
easat-4466	204	67	licensee	licensee	PROPN
easat-4466	204	68	learning	learn	VERB
easat-4466	204	69	gate	gate	PROPN
easat-4466	204	70	figure	figure	NOUN
easat-4466	204	71	6	6	NUM
easat-4466	204	72	.	.	PUNCT
easat-4466	204	73	comparison	comparison	NOUN
easat-4466	204	74	of	of	ADP
easat-4466	204	75	network	network	NOUN
easat-4466	204	76	output	output	NOUN
easat-4466	204	77	performance	performance	NOUN
easat-4466	204	78	to	to	ADP
easat-4466	204	79	experimental	experimental	ADJ
easat-4466	204	80	data	datum	NOUN
easat-4466	204	81	.	.	PUNCT
easat-4466	205	1	figure	figure	VERB
easat-4466	205	2	7	7	NUM
easat-4466	205	3	.	.	PUNCT
easat-4466	206	1	a	a	DET
easat-4466	206	2	comparison	comparison	NOUN
easat-4466	206	3	of	of	ADP
easat-4466	206	4	several	several	ADJ
easat-4466	206	5	models	model	NOUN
easat-4466	206	6	with	with	ADP
easat-4466	206	7	proposed	propose	VERB
easat-4466	206	8	model	model	NOUN
easat-4466	206	9	outcomes	outcome	NOUN
easat-4466	206	10	for	for	ADP
easat-4466	206	11	distance	distance	NOUN
easat-4466	206	12	5	5	NUM
easat-4466	206	13	m	m	NOUN
easat-4466	206	14	and	and	CCONJ
easat-4466	206	15	0o	0o	NUM
easat-4466	206	16	radial	radial	ADJ
easat-4466	206	17	angle	angle	NOUN
easat-4466	206	18	.	.	PUNCT
easat-4466	207	1	300	300	NUM
easat-4466	207	2	edelweiss	edelweiss	PROPN
easat-4466	207	3	applied	apply	VERB
easat-4466	207	4	science	science	NOUN
easat-4466	207	5	and	and	CCONJ
easat-4466	207	6	technology	technology	NOUN
easat-4466	207	7	issn	issn	PROPN
easat-4466	207	8	:	:	PUNCT
easat-4466	207	9	2576	2576	NUM
easat-4466	207	10	-	-	SYM
easat-4466	207	11	8484	8484	NUM
easat-4466	207	12	vol	vol	NOUN
easat-4466	207	13	.	.	PROPN
easat-4466	208	1	9	9	NUM
easat-4466	208	2	,	,	PUNCT
easat-4466	208	3	no	no	INTJ
easat-4466	208	4	.	.	NOUN
easat-4466	209	1	2	2	NUM
easat-4466	209	2	:	:	SYM
easat-4466	209	3	289	289	NUM
easat-4466	209	4	-	-	SYM
easat-4466	209	5	302	302	NUM
easat-4466	209	6	,	,	PUNCT
easat-4466	209	7	2025	2025	NUM
easat-4466	209	8	doi	doi	NOUN
easat-4466	209	9	:	:	PUNCT
easat-4466	209	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	209	11	©	©	PROPN
easat-4466	209	12	2025	2025	NUM
easat-4466	209	13	by	by	ADP
easat-4466	209	14	the	the	DET
easat-4466	209	15	authors	author	NOUN
easat-4466	209	16	;	;	PUNCT
easat-4466	209	17	licensee	licensee	PROPN
easat-4466	209	18	learning	learn	VERB
easat-4466	209	19	gate	gate	PROPN
easat-4466	209	20	figure	figure	NOUN
easat-4466	209	21	8	8	NUM
easat-4466	209	22	.	.	PUNCT
easat-4466	210	1	a	a	DET
easat-4466	210	2	comparison	comparison	NOUN
easat-4466	210	3	of	of	ADP
easat-4466	210	4	several	several	ADJ
easat-4466	210	5	models	model	NOUN
easat-4466	210	6	with	with	ADP
easat-4466	210	7	proposed	propose	VERB
easat-4466	210	8	model	model	NOUN
easat-4466	210	9	outcomes	outcome	NOUN
easat-4466	210	10	for	for	ADP
easat-4466	210	11	distance	distance	NOUN
easat-4466	210	12	10	10	NUM
easat-4466	210	13	m	m	NOUN
easat-4466	210	14	and	and	CCONJ
easat-4466	210	15	0o	0o	NUM
easat-4466	210	16	radial	radial	ADJ
easat-4466	210	17	angle	angle	NOUN
easat-4466	210	18	.	.	PUNCT
easat-4466	211	1	figure	figure	NOUN
easat-4466	211	2	9	9	NUM
easat-4466	211	3	.	.	PUNCT
easat-4466	212	1	a	a	DET
easat-4466	212	2	comparison	comparison	NOUN
easat-4466	212	3	of	of	ADP
easat-4466	212	4	several	several	ADJ
easat-4466	212	5	models	model	NOUN
easat-4466	212	6	with	with	ADP
easat-4466	212	7	proposed	propose	VERB
easat-4466	212	8	model	model	NOUN
easat-4466	212	9	outcomes	outcome	NOUN
easat-4466	212	10	for	for	ADP
easat-4466	212	11	distance	distance	NOUN
easat-4466	212	12	40	40	NUM
easat-4466	212	13	m	m	NOUN
easat-4466	212	14	and	and	CCONJ
easat-4466	212	15	0o	0o	NUM
easat-4466	212	16	radial	radial	ADJ
easat-4466	212	17	angle	angle	NOUN
easat-4466	212	18	.	.	PUNCT
easat-4466	213	1	in	in	ADP
easat-4466	213	2	the	the	DET
easat-4466	213	3	end	end	NOUN
easat-4466	213	4	,	,	PUNCT
easat-4466	213	5	eq	eq	NOUN
easat-4466	213	6	.	.	PUNCT
easat-4466	214	1	(	(	PUNCT
easat-4466	214	2	5	5	NUM
easat-4466	214	3	)	)	PUNCT
easat-4466	214	4	was	be	AUX
easat-4466	214	5	used	use	VERB
easat-4466	214	6	to	to	PART
easat-4466	214	7	determine	determine	VERB
easat-4466	214	8	the	the	DET
easat-4466	214	9	relative	relative	ADJ
easat-4466	214	10	importance	importance	NOUN
easat-4466	214	11	of	of	ADP
easat-4466	214	12	each	each	PRON
easat-4466	214	13	of	of	ADP
easat-4466	214	14	the	the	DET
easat-4466	214	15	factors	factor	NOUN
easat-4466	214	16	used	use	VERB
easat-4466	214	17	.	.	PUNCT
easat-4466	215	1	the	the	DET
easat-4466	215	2	total	total	ADJ
easat-4466	215	3	weights	weight	NOUN
easat-4466	215	4	,	,	PUNCT
easat-4466	215	5	known	know	VERB
easat-4466	215	6	as	as	ADP
easat-4466	215	7	imp	imp	X
easat-4466	215	8	(	(	PUNCT
easat-4466	215	9	i	i	NOUN
easat-4466	215	10	)	)	PUNCT
easat-4466	215	11	,	,	PUNCT
easat-4466	215	12	for	for	ADP
easat-4466	215	13	input	input	NOUN
easat-4466	215	14	factors	factor	NOUN
easat-4466	215	15	such	such	ADJ
easat-4466	215	16	as	as	ADP
easat-4466	215	17	the	the	DET
easat-4466	215	18	radial	radial	ADJ
easat-4466	215	19	angle	angle	NOUN
easat-4466	215	20	of	of	ADP
easat-4466	215	21	the	the	DET
easat-4466	215	22	receptor	receptor	NOUN
easat-4466	215	23	site	site	NOUN
easat-4466	215	24	and	and	CCONJ
easat-4466	215	25	the	the	DET
easat-4466	215	26	distance	distance	NOUN
easat-4466	215	27	between	between	ADP
easat-4466	215	28	the	the	DET
easat-4466	215	29	transmitter	transmitter	NOUN
easat-4466	215	30	antennas	antenna	NOUN
easat-4466	215	31	and	and	CCONJ
easat-4466	215	32	the	the	DET
easat-4466	215	33	receiver	receiver	NOUN
easat-4466	215	34	were	be	AUX
easat-4466	215	35	1.40	1.40	NUM
easat-4466	215	36	and	and	CCONJ
easat-4466	215	37	2.49	2.49	NUM
easat-4466	215	38	respectively	respectively	ADV
easat-4466	215	39	.	.	PUNCT
easat-4466	216	1	this	this	PRON
easat-4466	216	2	indicates	indicate	VERB
easat-4466	216	3	that	that	SCONJ
easat-4466	216	4	the	the	DET
easat-4466	216	5	distance	distance	NOUN
easat-4466	216	6	between	between	ADP
easat-4466	216	7	the	the	DET
easat-4466	216	8	transmitter	transmitter	NOUN
easat-4466	216	9	antennas	antenna	NOUN
easat-4466	216	10	and	and	CCONJ
easat-4466	216	11	the	the	DET
easat-4466	216	12	receiver	receiver	NOUN
easat-4466	216	13	has	have	VERB
easat-4466	216	14	a	a	DET
easat-4466	216	15	stronger	strong	ADJ
easat-4466	216	16	impact	impact	NOUN
easat-4466	216	17	on	on	ADP
easat-4466	216	18	path	path	NOUN
easat-4466	216	19	loss	loss	NOUN
easat-4466	216	20	.	.	PUNCT
easat-4466	217	1	301	301	NUM
easat-4466	217	2	edelweiss	edelweiss	PROPN
easat-4466	217	3	applied	apply	VERB
easat-4466	217	4	science	science	NOUN
easat-4466	217	5	and	and	CCONJ
easat-4466	217	6	technology	technology	NOUN
easat-4466	217	7	issn	issn	PROPN
easat-4466	217	8	:	:	PUNCT
easat-4466	217	9	2576	2576	NUM
easat-4466	217	10	-	-	SYM
easat-4466	217	11	8484	8484	NUM
easat-4466	217	12	vol	vol	NOUN
easat-4466	217	13	.	.	PROPN
easat-4466	218	1	9	9	NUM
easat-4466	218	2	,	,	PUNCT
easat-4466	218	3	no	no	INTJ
easat-4466	218	4	.	.	NOUN
easat-4466	219	1	2	2	NUM
easat-4466	219	2	:	:	SYM
easat-4466	219	3	289	289	NUM
easat-4466	219	4	-	-	SYM
easat-4466	219	5	302	302	NUM
easat-4466	219	6	,	,	PUNCT
easat-4466	219	7	2025	2025	NUM
easat-4466	219	8	doi	doi	NOUN
easat-4466	219	9	:	:	PUNCT
easat-4466	219	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	219	11	©	©	PROPN
easat-4466	219	12	2025	2025	NUM
easat-4466	219	13	by	by	ADP
easat-4466	219	14	the	the	DET
easat-4466	219	15	authors	author	NOUN
easat-4466	219	16	;	;	PUNCT
easat-4466	219	17	licensee	licensee	PROPN
easat-4466	219	18	learning	learning	NOUN
easat-4466	219	19	gate	gate	NOUN
easat-4466	219	20	5	5	NUM
easat-4466	219	21	.	.	PUNCT
easat-4466	219	22	conclusion	conclusion	NOUN
easat-4466	219	23	a	a	DET
easat-4466	219	24	methodology	methodology	NOUN
easat-4466	219	25	has	have	AUX
easat-4466	219	26	been	be	AUX
easat-4466	219	27	developed	develop	VERB
easat-4466	219	28	based	base	VERB
easat-4466	219	29	on	on	ADP
easat-4466	219	30	the	the	DET
easat-4466	219	31	use	use	NOUN
easat-4466	219	32	of	of	ADP
easat-4466	219	33	ann	ann	PROPN
easat-4466	219	34	weights	weight	NOUN
easat-4466	219	35	to	to	PART
easat-4466	219	36	calculate	calculate	VERB
easat-4466	219	37	the	the	DET
easat-4466	219	38	path	path	NOUN
easat-4466	219	39	loss	loss	NOUN
easat-4466	219	40	of	of	ADP
easat-4466	219	41	wireless	wireless	ADJ
easat-4466	219	42	signals	signal	NOUN
easat-4466	219	43	that	that	PRON
easat-4466	219	44	spread	spread	VERB
easat-4466	219	45	in	in	ADP
easat-4466	219	46	concrete	concrete	ADJ
easat-4466	219	47	surface	surface	NOUN
easat-4466	219	48	environments	environment	NOUN
easat-4466	219	49	.	.	PUNCT
easat-4466	220	1	using	use	VERB
easat-4466	220	2	the	the	DET
easat-4466	220	3	gross	gross	ADJ
easat-4466	220	4	quantitative	quantitative	ADJ
easat-4466	220	5	weight	weight	NOUN
easat-4466	220	6	formula	formula	NOUN
easat-4466	220	7	,	,	PUNCT
easat-4466	220	8	the	the	DET
easat-4466	220	9	user	user	NOUN
easat-4466	220	10	can	can	AUX
easat-4466	220	11	get	get	VERB
easat-4466	220	12	results	result	NOUN
easat-4466	220	13	without	without	ADP
easat-4466	220	14	having	have	VERB
easat-4466	220	15	to	to	PART
easat-4466	220	16	run	run	VERB
easat-4466	220	17	the	the	DET
easat-4466	220	18	relevant	relevant	ADJ
easat-4466	220	19	ann	ann	PROPN
easat-4466	220	20	software	software	NOUN
easat-4466	220	21	.	.	PUNCT
easat-4466	221	1	also	also	ADV
easat-4466	221	2	,	,	PUNCT
easat-4466	221	3	the	the	DET
easat-4466	221	4	distance	distance	NOUN
easat-4466	221	5	between	between	ADP
easat-4466	221	6	transponder	transponder	NOUN
easat-4466	221	7	antennas	antenna	NOUN
easat-4466	221	8	has	have	AUX
easat-4466	221	9	been	be	AUX
easat-4466	221	10	shown	show	VERB
easat-4466	221	11	to	to	PART
easat-4466	221	12	be	be	AUX
easat-4466	221	13	the	the	DET
easat-4466	221	14	main	main	ADJ
easat-4466	221	15	factor	factor	NOUN
easat-4466	221	16	affecting	affect	VERB
easat-4466	221	17	the	the	DET
easat-4466	221	18	amount	amount	NOUN
easat-4466	221	19	of	of	ADP
easat-4466	221	20	track	track	NOUN
easat-4466	221	21	loss	loss	NOUN
easat-4466	221	22	in	in	ADP
easat-4466	221	23	a	a	DET
easat-4466	221	24	concrete	concrete	ADJ
easat-4466	221	25	environment	environment	NOUN
easat-4466	221	26	.	.	PUNCT
easat-4466	222	1	the	the	DET
easat-4466	222	2	new	new	ADJ
easat-4466	222	3	formula	formula	NOUN
easat-4466	222	4	for	for	ADP
easat-4466	222	5	calculating	calculate	VERB
easat-4466	222	6	path	path	NOUN
easat-4466	222	7	loss	loss	NOUN
easat-4466	222	8	has	have	VERB
easat-4466	222	9	a	a	DET
easat-4466	222	10	larger	large	ADJ
easat-4466	222	11	computability	computability	NOUN
easat-4466	222	12	range	range	NOUN
easat-4466	222	13	and	and	CCONJ
easat-4466	222	14	is	be	AUX
easat-4466	222	15	more	more	ADV
easat-4466	222	16	accurate	accurate	ADJ
easat-4466	222	17	than	than	ADP
easat-4466	222	18	[	[	X
easat-4466	222	19	26	26	NUM
easat-4466	222	20	]	]	PUNCT
easat-4466	222	21	.	.	PUNCT
easat-4466	223	1	finally	finally	ADV
easat-4466	223	2	,	,	PUNCT
easat-4466	223	3	the	the	DET
easat-4466	223	4	new	new	ADJ
easat-4466	223	5	formula	formula	NOUN
easat-4466	223	6	showed	show	VERB
easat-4466	223	7	that	that	SCONJ
easat-4466	223	8	it	it	PRON
easat-4466	223	9	accurately	accurately	ADV
easat-4466	223	10	outperformed	outperform	VERB
easat-4466	223	11	the	the	DET
easat-4466	223	12	prediction	prediction	NOUN
easat-4466	223	13	of	of	ADP
easat-4466	223	14	path	path	NOUN
easat-4466	223	15	losses	loss	NOUN
easat-4466	223	16	when	when	SCONJ
easat-4466	223	17	compared	compare	VERB
easat-4466	223	18	to	to	ADP
easat-4466	223	19	the	the	DET
easat-4466	223	20	previous	previous	ADJ
easat-4466	223	21	association	association	NOUN
easat-4466	223	22	log	log	NOUN
easat-4466	223	23	-	-	PUNCT
easat-4466	223	24	normal	normal	ADJ
easat-4466	223	25	shadowing	shadowing	NOUN
easat-4466	223	26	model	model	NOUN
easat-4466	223	27	(	(	PUNCT
easat-4466	223	28	given	give	VERB
easat-4466	223	29	by	by	ADP
easat-4466	223	30	elmezughi	elmezughi	PROPN
easat-4466	223	31	,	,	PUNCT
easat-4466	223	32	et	et	PROPN
easat-4466	223	33	al	al	PROPN
easat-4466	223	34	.	.	PUNCT
easat-4466	224	1	[	[	X
easat-4466	224	2	26	26	NUM
easat-4466	224	3	]	]	PUNCT
easat-4466	224	4	)	)	PUNCT
easat-4466	224	5	and	and	CCONJ
easat-4466	224	6	the	the	DET
easat-4466	224	7	two	two	NUM
easat-4466	224	8	-	-	PUNCT
easat-4466	224	9	ray	ray	NOUN
easat-4466	224	10	and	and	CCONJ
easat-4466	224	11	fspl	fspl	ADJ
easat-4466	224	12	models	model	NOUN
easat-4466	224	13	.	.	PUNCT
easat-4466	225	1	transparency	transparency	NOUN
easat-4466	225	2	:	:	PUNCT
easat-4466	225	3	the	the	DET
easat-4466	225	4	authors	author	NOUN
easat-4466	225	5	confirm	confirm	VERB
easat-4466	225	6	that	that	SCONJ
easat-4466	225	7	the	the	DET
easat-4466	225	8	manuscript	manuscript	NOUN
easat-4466	225	9	is	be	AUX
easat-4466	225	10	an	an	DET
easat-4466	225	11	honest	honest	ADJ
easat-4466	225	12	,	,	PUNCT
easat-4466	225	13	accurate	accurate	ADJ
easat-4466	225	14	,	,	PUNCT
easat-4466	225	15	and	and	CCONJ
easat-4466	225	16	transparent	transparent	ADJ
easat-4466	225	17	account	account	NOUN
easat-4466	225	18	of	of	ADP
easat-4466	225	19	the	the	DET
easat-4466	225	20	study	study	NOUN
easat-4466	225	21	;	;	PUNCT
easat-4466	225	22	that	that	SCONJ
easat-4466	225	23	no	no	DET
easat-4466	225	24	vital	vital	ADJ
easat-4466	225	25	features	feature	NOUN
easat-4466	225	26	of	of	ADP
easat-4466	225	27	the	the	DET
easat-4466	225	28	study	study	NOUN
easat-4466	225	29	have	have	AUX
easat-4466	225	30	been	be	AUX
easat-4466	225	31	omitted	omit	VERB
easat-4466	225	32	;	;	PUNCT
easat-4466	225	33	and	and	CCONJ
easat-4466	225	34	that	that	SCONJ
easat-4466	225	35	any	any	DET
easat-4466	225	36	discrepancies	discrepancy	NOUN
easat-4466	225	37	from	from	ADP
easat-4466	225	38	the	the	DET
easat-4466	225	39	study	study	NOUN
easat-4466	225	40	as	as	SCONJ
easat-4466	225	41	planned	plan	VERB
easat-4466	225	42	have	have	AUX
easat-4466	225	43	been	be	AUX
easat-4466	225	44	explained	explain	VERB
easat-4466	225	45	.	.	PUNCT
easat-4466	226	1	this	this	DET
easat-4466	226	2	study	study	NOUN
easat-4466	226	3	followed	follow	VERB
easat-4466	226	4	all	all	DET
easat-4466	226	5	ethical	ethical	ADJ
easat-4466	226	6	practices	practice	NOUN
easat-4466	226	7	during	during	ADP
easat-4466	226	8	writing	writing	NOUN
easat-4466	226	9	.	.	PUNCT
easat-4466	227	1	copyright	copyright	NOUN
easat-4466	227	2	:	:	PUNCT
easat-4466	227	3	©	©	PROPN
easat-4466	227	4	2025	2025	NUM
easat-4466	227	5	by	by	ADP
easat-4466	227	6	the	the	DET
easat-4466	227	7	authors	author	NOUN
easat-4466	227	8	.	.	PUNCT
easat-4466	228	1	this	this	DET
easat-4466	228	2	open	open	ADJ
easat-4466	228	3	-	-	PUNCT
easat-4466	228	4	access	access	NOUN
easat-4466	228	5	article	article	NOUN
easat-4466	228	6	is	be	AUX
easat-4466	228	7	distributed	distribute	VERB
easat-4466	228	8	under	under	ADP
easat-4466	228	9	the	the	DET
easat-4466	228	10	terms	term	NOUN
easat-4466	228	11	and	and	CCONJ
easat-4466	228	12	conditions	condition	NOUN
easat-4466	228	13	of	of	ADP
easat-4466	228	14	the	the	DET
easat-4466	228	15	creative	creative	ADJ
easat-4466	228	16	commons	common	NOUN
easat-4466	228	17	attribution	attribution	NOUN
easat-4466	228	18	(	(	PUNCT
easat-4466	228	19	cc	cc	NOUN
easat-4466	228	20	by	by	ADP
easat-4466	228	21	)	)	PUNCT
easat-4466	228	22	license	license	NOUN
easat-4466	228	23	(	(	PUNCT
easat-4466	228	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4466	228	25	)	)	PUNCT
easat-4466	228	26	.	.	PUNCT
easat-4466	229	1	references	reference	NOUN
easat-4466	229	2	[	[	X
easat-4466	229	3	1	1	X
easat-4466	229	4	]	]	PUNCT
easat-4466	229	5	t.	t.	PROPN
easat-4466	229	6	stoyanova	stoyanova	PROPN
easat-4466	229	7	,	,	PUNCT
easat-4466	229	8	f.	f.	PROPN
easat-4466	229	9	kerasiotis	kerasiotis	PROPN
easat-4466	229	10	,	,	PUNCT
easat-4466	229	11	a.	a.	NOUN
easat-4466	229	12	prayati	prayati	PROPN
easat-4466	229	13	,	,	PUNCT
easat-4466	229	14	and	and	CCONJ
easat-4466	229	15	g.	g.	PROPN
easat-4466	229	16	papadopoulos	papadopoulos	PROPN
easat-4466	229	17	,	,	PUNCT
easat-4466	229	18	"	"	PUNCT
easat-4466	229	19	a	a	DET
easat-4466	229	20	practical	practical	ADJ
easat-4466	229	21	rf	rf	NOUN
easat-4466	229	22	propagation	propagation	NOUN
easat-4466	229	23	model	model	NOUN
easat-4466	229	24	for	for	ADP
easat-4466	229	25	wireless	wireless	ADJ
easat-4466	229	26	network	network	NOUN
easat-4466	229	27	sensors	sensor	NOUN
easat-4466	229	28	"	"	PUNCT
easat-4466	229	29	ieee	ieee	NOUN
easat-4466	229	30	xplore	xplore	PROPN
easat-4466	229	31	,	,	PUNCT
easat-4466	229	32	2009	2009	NUM
easat-4466	229	33	.	.	PUNCT
easat-4466	230	1	https://ieeexplore.ieee.org/abstract/document/5210928	https://ieeexplore.ieee.org/abstract/document/5210928	PROPN
easat-4466	231	1	[	[	X
easat-4466	231	2	2	2	NUM
easat-4466	231	3	]	]	PUNCT
easat-4466	231	4	f.	f.	PROPN
easat-4466	231	5	akyildiz	akyildiz	PROPN
easat-4466	231	6	and	and	CCONJ
easat-4466	231	7	m.	m.	PROPN
easat-4466	231	8	c.	c.	PROPN
easat-4466	231	9	vuran	vuran	PROPN
easat-4466	231	10	,	,	PUNCT
easat-4466	231	11	wireless	wireless	ADJ
easat-4466	231	12	sensor	sensor	NOUN
easat-4466	231	13	networks	network	NOUN
easat-4466	231	14	.	.	PUNCT
easat-4466	232	1	hoboken	hoboken	PROPN
easat-4466	232	2	:	:	PUNCT
easat-4466	233	1	john	john	PROPN
easat-4466	233	2	wiley	wiley	PROPN
easat-4466	233	3	&	&	CCONJ
easat-4466	233	4	sons	son	NOUN
easat-4466	233	5	,	,	PUNCT
easat-4466	233	6	2010	2010	NUM
easat-4466	233	7	.	.	PUNCT
easat-4466	234	1	[	[	X
easat-4466	234	2	3	3	X
easat-4466	234	3	]	]	PUNCT
easat-4466	234	4	c.	c.	PROPN
easat-4466	234	5	nguyen	nguyen	PROPN
easat-4466	234	6	and	and	CCONJ
easat-4466	234	7	a.	a.	NOUN
easat-4466	234	8	a.	a.	PROPN
easat-4466	234	9	cheema	cheema	PROPN
easat-4466	234	10	,	,	PUNCT
easat-4466	234	11	"	"	PUNCT
easat-4466	234	12	a	a	DET
easat-4466	234	13	deep	deep	ADJ
easat-4466	234	14	neural	neural	ADJ
easat-4466	234	15	network	network	NOUN
easat-4466	234	16	-	-	PUNCT
easat-4466	234	17	based	base	VERB
easat-4466	234	18	multi	multi	ADJ
easat-4466	234	19	-	-	ADJ
easat-4466	234	20	frequency	frequency	ADJ
easat-4466	234	21	path	path	NOUN
easat-4466	234	22	loss	loss	NOUN
easat-4466	234	23	prediction	prediction	NOUN
easat-4466	234	24	model	model	NOUN
easat-4466	234	25	from	from	ADP
easat-4466	234	26	0.8	0.8	NUM
easat-4466	234	27	ghz	ghz	NOUN
easat-4466	234	28	to	to	ADP
easat-4466	234	29	70	70	NUM
easat-4466	234	30	ghz	ghz	NOUN
easat-4466	234	31	,	,	PUNCT
easat-4466	234	32	"	"	PUNCT
easat-4466	234	33	sensors	sensor	NOUN
easat-4466	234	34	,	,	PUNCT
easat-4466	234	35	vol	vol	NOUN
easat-4466	234	36	.	.	PROPN
easat-4466	234	37	21	21	NUM
easat-4466	234	38	,	,	PUNCT
easat-4466	234	39	no	no	INTJ
easat-4466	234	40	.	.	NOUN
easat-4466	234	41	15	15	NUM
easat-4466	234	42	,	,	PUNCT
easat-4466	234	43	p.	p.	NOUN
easat-4466	234	44	5100	5100	NUM
easat-4466	234	45	,	,	PUNCT
easat-4466	234	46	2021	2021	NUM
easat-4466	234	47	.	.	PUNCT
easat-4466	235	1	https://doi.org/10.3390/s21155100	https://doi.org/10.3390/s21155100	NUM
easat-4466	235	2	[	[	X
easat-4466	235	3	4	4	X
easat-4466	235	4	]	]	PUNCT
easat-4466	235	5	h.	h.	PROPN
easat-4466	235	6	f.	f.	PROPN
easat-4466	235	7	ates	ates	PROPN
easat-4466	235	8	,	,	PUNCT
easat-4466	235	9	s.	s.	PROPN
easat-4466	235	10	m.	m.	PROPN
easat-4466	235	11	hashir	hashir	PROPN
easat-4466	235	12	,	,	PUNCT
easat-4466	235	13	t.	t.	PROPN
easat-4466	235	14	baykas	baykas	PROPN
easat-4466	235	15	,	,	PUNCT
easat-4466	235	16	and	and	CCONJ
easat-4466	235	17	b.	b.	PROPN
easat-4466	235	18	k.	k.	PROPN
easat-4466	235	19	gunturk	gunturk	PROPN
easat-4466	235	20	,	,	PUNCT
easat-4466	235	21	"	"	PUNCT
easat-4466	235	22	path	path	NOUN
easat-4466	235	23	loss	loss	NOUN
easat-4466	235	24	exponent	exponent	NOUN
easat-4466	235	25	and	and	CCONJ
easat-4466	235	26	shadowing	shadow	VERB
easat-4466	235	27	factor	factor	NOUN
easat-4466	235	28	prediction	prediction	NOUN
easat-4466	235	29	from	from	ADP
easat-4466	235	30	satellite	satellite	NOUN
easat-4466	235	31	images	image	NOUN
easat-4466	235	32	using	use	VERB
easat-4466	235	33	deep	deep	ADJ
easat-4466	235	34	learning	learning	NOUN
easat-4466	235	35	,	,	PUNCT
easat-4466	235	36	"	"	PUNCT
easat-4466	235	37	ieee	ieee	NOUN
easat-4466	235	38	access	access	NOUN
easat-4466	235	39	,	,	PUNCT
easat-4466	235	40	vol	vol	NOUN
easat-4466	235	41	.	.	PROPN
easat-4466	235	42	7	7	NUM
easat-4466	235	43	,	,	PUNCT
easat-4466	235	44	pp	pp	ADJ
easat-4466	235	45	.	.	PUNCT
easat-4466	235	46	101366	101366	NUM
easat-4466	235	47	-	-	SYM
easat-4466	235	48	101375	101375	NUM
easat-4466	235	49	,	,	PUNCT
easat-4466	235	50	2019	2019	NUM
easat-4466	235	51	.	.	PUNCT
easat-4466	236	1	https://doi.org/10.1109/access.2019.2931072	https://doi.org/10.1109/access.2019.2931072	NOUN
easat-4466	236	2	[	[	X
easat-4466	236	3	5	5	NUM
easat-4466	236	4	]	]	PUNCT
easat-4466	236	5	a.	a.	NOUN
easat-4466	236	6	raheemah	raheemah	PROPN
easat-4466	236	7	,	,	PUNCT
easat-4466	236	8	n.	n.	PROPN
easat-4466	236	9	sabri	sabri	PROPN
easat-4466	236	10	,	,	PUNCT
easat-4466	236	11	m.	m.	NOUN
easat-4466	236	12	salim	salim	PROPN
easat-4466	236	13	,	,	PUNCT
easat-4466	236	14	p.	p.	PROPN
easat-4466	236	15	ehkan	ehkan	PROPN
easat-4466	236	16	,	,	PUNCT
easat-4466	236	17	and	and	CCONJ
easat-4466	236	18	r.	r.	PROPN
easat-4466	236	19	b.	b.	PROPN
easat-4466	236	20	ahmad	ahmad	PROPN
easat-4466	236	21	,	,	PUNCT
easat-4466	236	22	"	"	PUNCT
easat-4466	236	23	new	new	ADJ
easat-4466	236	24	empirical	empirical	ADJ
easat-4466	236	25	path	path	NOUN
easat-4466	236	26	loss	loss	NOUN
easat-4466	236	27	model	model	NOUN
easat-4466	236	28	for	for	ADP
easat-4466	236	29	wireless	wireless	ADJ
easat-4466	236	30	sensor	sensor	NOUN
easat-4466	236	31	networks	network	NOUN
easat-4466	236	32	in	in	ADP
easat-4466	236	33	mango	mango	NOUN
easat-4466	236	34	greenhouses	greenhouse	NOUN
easat-4466	236	35	,	,	PUNCT
easat-4466	236	36	"	"	PUNCT
easat-4466	236	37	computers	computer	NOUN
easat-4466	236	38	and	and	CCONJ
easat-4466	236	39	electronics	electronic	NOUN
easat-4466	236	40	in	in	ADP
easat-4466	236	41	agriculture	agriculture	NOUN
easat-4466	236	42	,	,	PUNCT
easat-4466	236	43	vol	vol	NOUN
easat-4466	236	44	.	.	PUNCT
easat-4466	237	1	127	127	NUM
easat-4466	237	2	,	,	PUNCT
easat-4466	237	3	pp	pp	ADJ
easat-4466	237	4	.	.	PUNCT
easat-4466	238	1	553	553	NUM
easat-4466	238	2	-	-	SYM
easat-4466	238	3	560	560	NUM
easat-4466	238	4	,	,	PUNCT
easat-4466	238	5	2016	2016	NUM
easat-4466	238	6	.	.	PUNCT
easat-4466	239	1	https://doi.org/10.1016/j.compag.2016.07.011	https://doi.org/10.1016/j.compag.2016.07.011	PRON
easat-4466	239	2	[	[	X
easat-4466	239	3	6	6	NUM
easat-4466	239	4	]	]	PUNCT
easat-4466	239	5	c.	c.	PROPN
easat-4466	239	6	e.	e.	PROPN
easat-4466	239	7	otero	otero	PROPN
easat-4466	239	8	,	,	PUNCT
easat-4466	239	9	w.	w.	PROPN
easat-4466	239	10	h.	h.	PROPN
easat-4466	239	11	shaw	shaw	PROPN
easat-4466	239	12	,	,	PUNCT
easat-4466	239	13	i.	i.	NOUN
easat-4466	239	14	kostanic	kostanic	PROPN
easat-4466	239	15	,	,	PUNCT
easat-4466	239	16	and	and	CCONJ
easat-4466	239	17	l.	l.	PROPN
easat-4466	239	18	d.	d.	PROPN
easat-4466	239	19	otero	otero	PROPN
easat-4466	239	20	,	,	PUNCT
easat-4466	239	21	"	"	PUNCT
easat-4466	239	22	multiresponse	multiresponse	ADJ
easat-4466	239	23	optimization	optimization	NOUN
easat-4466	239	24	of	of	ADP
easat-4466	239	25	stochastic	stochastic	ADJ
easat-4466	239	26	wsn	wsn	PROPN
easat-4466	239	27	deployment	deployment	NOUN
easat-4466	239	28	using	use	VERB
easat-4466	239	29	response	response	NOUN
easat-4466	239	30	surface	surface	NOUN
easat-4466	239	31	methodology	methodology	NOUN
easat-4466	239	32	and	and	CCONJ
easat-4466	239	33	desirability	desirability	NOUN
easat-4466	239	34	functions	function	NOUN
easat-4466	239	35	,	,	PUNCT
easat-4466	239	36	"	"	PUNCT
easat-4466	239	37	ieee	ieee	NOUN
easat-4466	239	38	systems	system	NOUN
easat-4466	239	39	journal	journal	NOUN
easat-4466	239	40	,	,	PUNCT
easat-4466	239	41	vol	vol	NOUN
easat-4466	239	42	.	.	PROPN
easat-4466	239	43	4	4	NUM
easat-4466	239	44	,	,	PUNCT
easat-4466	239	45	no	no	INTJ
easat-4466	239	46	.	.	NOUN
easat-4466	239	47	1	1	NUM
easat-4466	239	48	,	,	PUNCT
easat-4466	239	49	pp	pp	ADJ
easat-4466	239	50	.	.	PUNCT
easat-4466	240	1	39	39	NUM
easat-4466	240	2	-	-	SYM
easat-4466	240	3	48	48	NUM
easat-4466	240	4	,	,	PUNCT
easat-4466	240	5	2010	2010	NUM
easat-4466	240	6	.	.	PUNCT
easat-4466	241	1	https://doi.org/10.1109/jsyst.2009.2039737	https://doi.org/10.1109/jsyst.2009.2039737	PROPN
easat-4466	242	1	[	[	X
easat-4466	242	2	7	7	NUM
easat-4466	242	3	]	]	PUNCT
easat-4466	242	4	a.	a.	NOUN
easat-4466	242	5	harun	harun	PROPN
easat-4466	242	6	,	,	PUNCT
easat-4466	242	7	a.	a.	NOUN
easat-4466	242	8	shakaff	shakaff	PROPN
easat-4466	242	9	,	,	PUNCT
easat-4466	242	10	a.	a.	NOUN
easat-4466	242	11	zakaria	zakaria	PROPN
easat-4466	242	12	,	,	PUNCT
easat-4466	242	13	l.	l.	PROPN
easat-4466	242	14	kamarudin	kamarudin	PROPN
easat-4466	242	15	,	,	PUNCT
easat-4466	242	16	m.	m.	NOUN
easat-4466	242	17	jaafar	jaafar	ADV
easat-4466	242	18	,	,	PUNCT
easat-4466	242	19	and	and	CCONJ
easat-4466	242	20	d.	d.	PROPN
easat-4466	242	21	ndzi	ndzi	PROPN
easat-4466	242	22	,	,	PUNCT
easat-4466	242	23	"	"	PUNCT
easat-4466	242	24	wireless	wireless	ADJ
easat-4466	242	25	sensor	sensor	NOUN
easat-4466	242	26	networks	network	VERB
easat-4466	242	27	mapping	mapping	NOUN
easat-4466	242	28	and	and	CCONJ
easat-4466	242	29	deployment	deployment	NOUN
easat-4466	242	30	in	in	ADP
easat-4466	242	31	tropical	tropical	ADJ
easat-4466	242	32	precision	precision	NOUN
easat-4466	242	33	farming	farming	NOUN
easat-4466	242	34	,	,	PUNCT
easat-4466	242	35	"	"	PUNCT
easat-4466	242	36	in	in	ADP
easat-4466	242	37	2011	2011	NUM
easat-4466	242	38	third	third	ADJ
easat-4466	242	39	international	international	ADJ
easat-4466	242	40	conference	conference	NOUN
easat-4466	242	41	on	on	ADP
easat-4466	242	42	computational	computational	ADJ
easat-4466	242	43	intelligence	intelligence	NOUN
easat-4466	242	44	,	,	PUNCT
easat-4466	242	45	modelling	modelling	NOUN
easat-4466	242	46	&	&	CCONJ
easat-4466	242	47	simulation	simulation	NOUN
easat-4466	242	48	,	,	PUNCT
easat-4466	242	49	2011	2011	NUM
easat-4466	242	50	:	:	PUNCT
easat-4466	242	51	ieee	ieee	NOUN
easat-4466	242	52	,	,	PUNCT
easat-4466	242	53	pp	pp	ADJ
easat-4466	242	54	.	.	PUNCT
easat-4466	243	1	346	346	NUM
easat-4466	243	2	-	-	SYM
easat-4466	243	3	350	350	NUM
easat-4466	243	4	.	.	PUNCT
easat-4466	244	1	[	[	X
easat-4466	244	2	8	8	NUM
easat-4466	244	3	]	]	X
easat-4466	244	4	n.	n.	PROPN
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easat-4466	244	6	,	,	PUNCT
easat-4466	244	7	s.	s.	PROPN
easat-4466	244	8	aljunid	aljunid	PROPN
easat-4466	244	9	,	,	PUNCT
easat-4466	244	10	r.	r.	PROPN
easat-4466	244	11	ahmad	ahmad	PROPN
easat-4466	244	12	,	,	PUNCT
easat-4466	244	13	a.	a.	NOUN
easat-4466	244	14	yahya	yahya	PROPN
easat-4466	244	15	,	,	PUNCT
easat-4466	244	16	r.	r.	PROPN
easat-4466	244	17	kamaruddin	kamaruddin	PROPN
easat-4466	244	18	,	,	PUNCT
easat-4466	244	19	and	and	CCONJ
easat-4466	244	20	m.	m.	NOUN
easat-4466	244	21	salim	salim	PROPN
easat-4466	244	22	,	,	PUNCT
easat-4466	244	23	"	"	PUNCT
easat-4466	244	24	wireless	wireless	ADJ
easat-4466	244	25	sensor	sensor	NOUN
easat-4466	244	26	actor	actor	NOUN
easat-4466	244	27	network	network	NOUN
easat-4466	244	28	based	base	VERB
easat-4466	244	29	on	on	ADP
easat-4466	244	30	fuzzy	fuzzy	ADJ
easat-4466	244	31	inference	inference	NOUN
easat-4466	244	32	system	system	NOUN
easat-4466	244	33	for	for	ADP
easat-4466	244	34	greenhouse	greenhouse	NOUN
easat-4466	244	35	climate	climate	NOUN
easat-4466	244	36	control	control	NOUN
easat-4466	244	37	,	,	PUNCT
easat-4466	244	38	"	"	PUNCT
easat-4466	244	39	journal	journal	NOUN
easat-4466	244	40	of	of	ADP
easat-4466	244	41	applied	apply	VERB
easat-4466	244	42	sciences	science	NOUN
easat-4466	244	43	,	,	PUNCT
easat-4466	244	44	vol	vol	NOUN
easat-4466	244	45	.	.	PROPN
easat-4466	244	46	11	11	NUM
easat-4466	244	47	,	,	PUNCT
easat-4466	244	48	no	no	INTJ
easat-4466	244	49	.	.	NOUN
easat-4466	244	50	17	17	NUM
easat-4466	244	51	,	,	PUNCT
easat-4466	244	52	pp	pp	ADJ
easat-4466	244	53	.	.	PUNCT
easat-4466	245	1	3104	3104	NUM
easat-4466	245	2	-	-	SYM
easat-4466	245	3	3116	3116	NUM
easat-4466	245	4	,	,	PUNCT
easat-4466	245	5	2011	2011	NUM
easat-4466	245	6	.	.	PUNCT
easat-4466	246	1	https://doi.org/10.3923/jas.2011.3104.3116	https://doi.org/10.3923/jas.2011.3104.3116	PUNCT
easat-4466	247	1	[	[	X
easat-4466	247	2	9	9	X
easat-4466	247	3	]	]	PUNCT
easat-4466	247	4	s.	s.	PROPN
easat-4466	247	5	willis	willis	PROPN
easat-4466	247	6	and	and	CCONJ
easat-4466	247	7	c.	c.	PROPN
easat-4466	247	8	j.	j.	PROPN
easat-4466	247	9	kikkert	kikkert	PROPN
easat-4466	247	10	,	,	PUNCT
easat-4466	247	11	"	"	PUNCT
easat-4466	247	12	radio	radio	NOUN
easat-4466	247	13	propagation	propagation	NOUN
easat-4466	247	14	model	model	NOUN
easat-4466	247	15	for	for	ADP
easat-4466	247	16	long	long	ADJ
easat-4466	247	17	-	-	PUNCT
easat-4466	247	18	range	range	NOUN
easat-4466	247	19	wireless	wireless	ADJ
easat-4466	247	20	sensor	sensor	NOUN
easat-4466	247	21	networks	network	NOUN
easat-4466	247	22	,	,	PUNCT
easat-4466	247	23	"	"	PUNCT
easat-4466	247	24	in	in	ADP
easat-4466	247	25	2007	2007	NUM
easat-4466	247	26	6th	6th	ADJ
easat-4466	247	27	international	international	ADJ
easat-4466	247	28	conference	conference	NOUN
easat-4466	247	29	on	on	ADP
easat-4466	247	30	information	information	NOUN
easat-4466	247	31	,	,	PUNCT
easat-4466	247	32	communications	communication	NOUN
easat-4466	247	33	&	&	CCONJ
easat-4466	247	34	signal	signal	PROPN
easat-4466	247	35	processing	processing	NOUN
easat-4466	247	36	,	,	PUNCT
easat-4466	247	37	2007	2007	NUM
easat-4466	247	38	:	:	PUNCT
easat-4466	247	39	ieee	ieee	NOUN
easat-4466	247	40	,	,	PUNCT
easat-4466	247	41	pp	pp	ADJ
easat-4466	247	42	.	.	PUNCT
easat-4466	248	1	1	1	NUM
easat-4466	248	2	-	-	SYM
easat-4466	248	3	5	5	NUM
easat-4466	248	4	.	.	PUNCT
easat-4466	249	1	[	[	X
easat-4466	249	2	10	10	NUM
easat-4466	249	3	]	]	X
easat-4466	249	4	r.	r.	PROPN
easat-4466	249	5	p.	p.	PROPN
easat-4466	249	6	sawant	sawant	PROPN
easat-4466	249	7	,	,	PUNCT
easat-4466	249	8	q.	q.	PROPN
easat-4466	249	9	liang	liang	PROPN
easat-4466	249	10	,	,	PUNCT
easat-4466	249	11	d.	d.	PROPN
easat-4466	249	12	o.	o.	PROPN
easat-4466	249	13	popa	popa	PROPN
easat-4466	249	14	,	,	PUNCT
easat-4466	249	15	and	and	CCONJ
easat-4466	249	16	f.	f.	PROPN
easat-4466	249	17	l.	l.	PROPN
easat-4466	249	18	lewis	lewis	PROPN
easat-4466	249	19	,	,	PUNCT
easat-4466	249	20	"	"	PUNCT
easat-4466	249	21	experimental	experimental	ADJ
easat-4466	249	22	path	path	NOUN
easat-4466	249	23	loss	loss	NOUN
easat-4466	249	24	models	model	NOUN
easat-4466	249	25	for	for	ADP
easat-4466	249	26	wireless	wireless	ADJ
easat-4466	249	27	sensor	sensor	NOUN
easat-4466	249	28	networks	network	NOUN
easat-4466	249	29	,	,	PUNCT
easat-4466	249	30	"	"	PUNCT
easat-4466	249	31	in	in	ADP
easat-4466	249	32	milcom	milcom	PROPN
easat-4466	249	33	2007	2007	NUM
easat-4466	249	34	-	-	PUNCT
easat-4466	249	35	ieee	ieee	NOUN
easat-4466	249	36	military	military	ADJ
easat-4466	249	37	communications	communication	NOUN
easat-4466	249	38	conference	conference	NOUN
easat-4466	249	39	,	,	PUNCT
easat-4466	249	40	2007	2007	NUM
easat-4466	249	41	:	:	PUNCT
easat-4466	249	42	ieee	ieee	NOUN
easat-4466	249	43	,	,	PUNCT
easat-4466	249	44	pp	pp	ADJ
easat-4466	249	45	.	.	PUNCT
easat-4466	250	1	1	1	NUM
easat-4466	250	2	-	-	SYM
easat-4466	250	3	7	7	NUM
easat-4466	250	4	.	.	PUNCT
easat-4466	251	1	[	[	X
easat-4466	251	2	11	11	NUM
easat-4466	251	3	]	]	PUNCT
easat-4466	251	4	t.	t.	PROPN
easat-4466	251	5	s.	s.	PROPN
easat-4466	251	6	rappaport	rappaport	PROPN
easat-4466	251	7	,	,	PUNCT
easat-4466	251	8	wireless	wireless	ADJ
easat-4466	251	9	communications	communication	NOUN
easat-4466	251	10	.	.	PUNCT
easat-4466	252	1	new	new	PROPN
easat-4466	252	2	jersey	jersey	PROPN
easat-4466	252	3	:	:	PUNCT
easat-4466	252	4	prentice	prentice	PROPN
easat-4466	252	5	hall	hall	PROPN
easat-4466	252	6	,	,	PUNCT
easat-4466	252	7	1996	1996	NUM
easat-4466	252	8	.	.	PUNCT
easat-4466	253	1	[	[	X
easat-4466	253	2	12	12	NUM
easat-4466	253	3	]	]	X
easat-4466	253	4	c.	c.	PROPN
easat-4466	253	5	e.	e.	PROPN
easat-4466	253	6	otero	otero	PROPN
easat-4466	253	7	,	,	PUNCT
easat-4466	253	8	r.	r.	PROPN
easat-4466	253	9	haber	haber	PROPN
easat-4466	253	10	,	,	PUNCT
easat-4466	253	11	a.	a.	PROPN
easat-4466	253	12	m.	m.	PROPN
easat-4466	253	13	peter	peter	PROPN
easat-4466	253	14	,	,	PUNCT
easat-4466	253	15	a.	a.	NOUN
easat-4466	253	16	alsayyari	alsayyari	NOUN
easat-4466	253	17	,	,	PUNCT
easat-4466	253	18	and	and	CCONJ
easat-4466	253	19	i.	i.	PROPN
easat-4466	253	20	kostanic	kostanic	PROPN
easat-4466	253	21	,	,	PUNCT
easat-4466	253	22	"	"	PUNCT
easat-4466	253	23	a	a	DET
easat-4466	253	24	wireless	wireless	ADJ
easat-4466	253	25	sensor	sensor	NOUN
easat-4466	253	26	networks	network	NOUN
easat-4466	253	27	'	'	PART
easat-4466	253	28	analytics	analytic	NOUN
easat-4466	253	29	system	system	NOUN
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easat-4466	253	32	performance	performance	NOUN
easat-4466	253	33	in	in	ADP
easat-4466	253	34	on	on	ADP
easat-4466	253	35	-	-	PUNCT
easat-4466	253	36	demand	demand	NOUN
easat-4466	253	37	deployments	deployment	NOUN
easat-4466	253	38	,	,	PUNCT
easat-4466	253	39	"	"	PUNCT
easat-4466	253	40	ieee	ieee	NOUN
easat-4466	253	41	systems	system	NOUN
easat-4466	253	42	journal	journal	NOUN
easat-4466	253	43	,	,	PUNCT
easat-4466	253	44	vol	vol	NOUN
easat-4466	253	45	.	.	PROPN
easat-4466	253	46	9	9	NUM
easat-4466	253	47	,	,	PUNCT
easat-4466	253	48	no	no	INTJ
easat-4466	253	49	.	.	NOUN
easat-4466	253	50	4	4	NUM
easat-4466	253	51	,	,	PUNCT
easat-4466	253	52	pp	pp	ADJ
easat-4466	253	53	.	.	PUNCT
easat-4466	253	54	1344	1344	NUM
easat-4466	253	55	-	-	SYM
easat-4466	253	56	1353	1353	NUM
easat-4466	253	57	,	,	PUNCT
easat-4466	253	58	2014	2014	NUM
easat-4466	253	59	.	.	PUNCT
easat-4466	254	1	https://doi.org/10.1109/jsyst.2014.2320324	https://doi.org/10.1109/jsyst.2014.2320324	PROPN
easat-4466	254	2	[	[	X
easat-4466	254	3	13	13	NUM
easat-4466	254	4	]	]	X
easat-4466	254	5	n.	n.	PROPN
easat-4466	254	6	sabri	sabri	PROPN
easat-4466	254	7	,	,	PUNCT
easat-4466	254	8	s.	s.	PROPN
easat-4466	254	9	aljunid	aljunid	PROPN
easat-4466	254	10	,	,	PUNCT
easat-4466	254	11	m.	m.	NOUN
easat-4466	254	12	salim	salim	PROPN
easat-4466	254	13	,	,	PUNCT
easat-4466	254	14	r.	r.	PROPN
easat-4466	254	15	kamaruddin	kamaruddin	PROPN
easat-4466	254	16	,	,	PUNCT
easat-4466	254	17	r.	r.	PROPN
easat-4466	254	18	ahmad	ahmad	PROPN
easat-4466	254	19	,	,	PUNCT
easat-4466	254	20	and	and	CCONJ
easat-4466	254	21	m.	m.	PROPN
easat-4466	254	22	malek	malek	PROPN
easat-4466	254	23	,	,	PUNCT
easat-4466	254	24	"	"	PUNCT
easat-4466	254	25	path	path	NOUN
easat-4466	254	26	loss	loss	NOUN
easat-4466	254	27	analysis	analysis	NOUN
easat-4466	254	28	of	of	ADP
easat-4466	254	29	wsn	wsn	PROPN
easat-4466	254	30	wave	wave	NOUN
easat-4466	254	31	propagation	propagation	NOUN
easat-4466	254	32	in	in	ADP
easat-4466	254	33	vegetation	vegetation	NOUN
easat-4466	254	34	,	,	PUNCT
easat-4466	254	35	"	"	PUNCT
easat-4466	254	36	in	in	ADP
easat-4466	254	37	journal	journal	NOUN
easat-4466	254	38	of	of	ADP
easat-4466	254	39	physics	physics	PROPN
easat-4466	254	40	:	:	PUNCT
easat-4466	254	41	conference	conference	NOUN
easat-4466	254	42	series	series	NOUN
easat-4466	254	43	.	.	PUNCT
easat-4466	255	1	https://doi.org/10.1088/1742-6596/423/1/012063	https://doi.org/10.1088/1742-6596/423/1/012063	NUM
easat-4466	255	2	,	,	PUNCT
easat-4466	255	3	2013	2013	NUM
easat-4466	255	4	,	,	PUNCT
easat-4466	255	5	vol	vol	NOUN
easat-4466	255	6	.	.	PROPN
easat-4466	255	7	423	423	NUM
easat-4466	255	8	,	,	PUNCT
easat-4466	255	9	no	no	INTJ
easat-4466	255	10	.	.	NOUN
easat-4466	255	11	1	1	NUM
easat-4466	255	12	:	:	PUNCT
easat-4466	255	13	iop	iop	NOUN
easat-4466	255	14	publishing	publishing	NOUN
easat-4466	255	15	,	,	PUNCT
easat-4466	255	16	p.	p.	NOUN
easat-4466	255	17	012063	012063	NUM
easat-4466	255	18	.	.	PUNCT
easat-4466	256	1	[	[	X
easat-4466	256	2	14	14	NUM
easat-4466	256	3	]	]	PUNCT
easat-4466	256	4	a.	a.	NOUN
easat-4466	256	5	alsayyari	alsayyari	PROPN
easat-4466	256	6	,	,	PUNCT
easat-4466	256	7	i.	i.	PROPN
easat-4466	256	8	kostanic	kostanic	PROPN
easat-4466	256	9	,	,	PUNCT
easat-4466	256	10	c.	c.	PROPN
easat-4466	256	11	otero	otero	PROPN
easat-4466	256	12	,	,	PUNCT
easat-4466	256	13	m.	m.	NOUN
easat-4466	256	14	almeer	almeer	PROPN
easat-4466	256	15	,	,	PUNCT
easat-4466	256	16	and	and	CCONJ
easat-4466	256	17	k.	k.	PROPN
easat-4466	256	18	rukieh	rukieh	PROPN
easat-4466	256	19	,	,	PUNCT
easat-4466	256	20	"	"	PUNCT
easat-4466	256	21	an	an	DET
easat-4466	256	22	empirical	empirical	ADJ
easat-4466	256	23	path	path	NOUN
easat-4466	256	24	loss	loss	NOUN
easat-4466	256	25	model	model	NOUN
easat-4466	256	26	for	for	ADP
easat-4466	256	27	wireless	wireless	ADJ
easat-4466	256	28	sensor	sensor	NOUN
easat-4466	256	29	network	network	NOUN
easat-4466	256	30	deployment	deployment	NOUN
easat-4466	256	31	in	in	ADP
easat-4466	256	32	a	a	DET
easat-4466	256	33	sand	sand	NOUN
easat-4466	256	34	terrain	terrain	NOUN
easat-4466	256	35	environment	environment	NOUN
easat-4466	256	36	,	,	PUNCT
easat-4466	256	37	"	"	PUNCT
easat-4466	256	38	in	in	ADP
easat-4466	256	39	2014	2014	NUM
easat-4466	256	40	ieee	ieee	NOUN
easat-4466	256	41	world	world	PROPN
easat-4466	256	42	forum	forum	PROPN
easat-4466	256	43	on	on	ADP
easat-4466	256	44	internet	internet	NOUN
easat-4466	256	45	of	of	ADP
easat-4466	256	46	things	thing	NOUN
easat-4466	256	47	(	(	PUNCT
easat-4466	256	48	wf	wf	NOUN
easat-4466	256	49	-	-	PUNCT
easat-4466	256	50	iot	iot	NOUN
easat-4466	256	51	)	)	PUNCT
easat-4466	256	52	.	.	PUNCT
easat-4466	257	1	https://doi.org/10.1109/wf-iot.2014.6803162	https://doi.org/10.1109/wf-iot.2014.6803162	PROPN
easat-4466	257	2	,	,	PUNCT
easat-4466	257	3	2014	2014	NUM
easat-4466	257	4	:	:	PUNCT
easat-4466	257	5	ieee	ieee	NOUN
easat-4466	257	6	,	,	PUNCT
easat-4466	257	7	pp	pp	ADP
easat-4466	257	8	.	.	PUNCT
easat-4466	257	9	218	218	NUM
easat-4466	257	10	-	-	SYM
easat-4466	257	11	223	223	NUM
easat-4466	257	12	.	.	PUNCT
easat-4466	258	1	[	[	X
easat-4466	258	2	15	15	NUM
easat-4466	258	3	]	]	PUNCT
easat-4466	258	4	a.	a.	NOUN
easat-4466	258	5	abdulkarim	abdulkarim	NOUN
easat-4466	258	6	et	et	PROPN
easat-4466	258	7	al	al	PROPN
easat-4466	258	8	.	.	PROPN
easat-4466	258	9	,	,	PUNCT
easat-4466	258	10	"	"	PUNCT
easat-4466	258	11	application	application	NOUN
easat-4466	258	12	of	of	ADP
easat-4466	258	13	machine	machine	NOUN
easat-4466	258	14	learning	learn	VERB
easat-4466	258	15	algorithms	algorithm	NOUN
easat-4466	258	16	to	to	PART
easat-4466	258	17	path	path	VERB
easat-4466	258	18	loss	loss	NOUN
easat-4466	258	19	modeling	modeling	NOUN
easat-4466	258	20	:	:	PUNCT
easat-4466	258	21	a	a	DET
easat-4466	258	22	review	review	NOUN
easat-4466	258	23	,	,	PUNCT
easat-4466	258	24	"	"	PUNCT
easat-4466	258	25	2022	2022	NUM
easat-4466	258	26	5th	5th	ADJ
easat-4466	258	27	information	information	NOUN
easat-4466	258	28	technology	technology	NOUN
easat-4466	258	29	for	for	ADP
easat-4466	258	30	education	education	NOUN
easat-4466	258	31	and	and	CCONJ
easat-4466	258	32	development	development	NOUN
easat-4466	258	33	(	(	PUNCT
easat-4466	258	34	ited	ite	VERB
easat-4466	258	35	)	)	PUNCT
easat-4466	258	36	,	,	PUNCT
easat-4466	258	37	pp	pp	ADP
easat-4466	258	38	.	.	PUNCT
easat-4466	259	1	1	1	NUM
easat-4466	259	2	-	-	SYM
easat-4466	259	3	6	6	NUM
easat-4466	259	4	,	,	PUNCT
easat-4466	259	5	2022	2022	NUM
easat-4466	259	6	.	.	PUNCT
easat-4466	260	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4466	260	2	https://ieeexplore.ieee.org/abstract/document/5210928	https://ieeexplore.ieee.org/abstract/document/5210928	PROPN
easat-4466	260	3	https://doi.org/10.3390/s21155100	https://doi.org/10.3390/s21155100	PROPN
easat-4466	260	4	https://doi.org/10.1109/access.2019.2931072	https://doi.org/10.1109/access.2019.2931072	PROPN
easat-4466	260	5	https://doi.org/10.1016/j.compag.2016.07.011	https://doi.org/10.1016/j.compag.2016.07.011	NOUN
easat-4466	260	6	https://doi.org/10.1109/jsyst.2009.2039737	https://doi.org/10.1109/jsyst.2009.2039737	PROPN
easat-4466	260	7	https://doi.org/10.3923/jas.2011.3104.3116	https://doi.org/10.3923/jas.2011.3104.3116	PROPN
easat-4466	260	8	https://doi.org/10.1109/jsyst.2014.2320324	https://doi.org/10.1109/jsyst.2014.2320324	PROPN
easat-4466	260	9	https://doi.org/10.1088/1742-6596/423/1/012063	https://doi.org/10.1088/1742-6596/423/1/012063	PROPN
easat-4466	260	10	https://doi.org/10.1109/wf-iot.2014.6803162	https://doi.org/10.1109/wf-iot.2014.6803162	PROPN
easat-4466	260	11	302	302	NUM
easat-4466	260	12	edelweiss	edelweiss	PROPN
easat-4466	260	13	applied	apply	VERB
easat-4466	260	14	science	science	NOUN
easat-4466	260	15	and	and	CCONJ
easat-4466	260	16	technology	technology	NOUN
easat-4466	260	17	issn	issn	PROPN
easat-4466	260	18	:	:	PUNCT
easat-4466	260	19	2576	2576	NUM
easat-4466	260	20	-	-	SYM
easat-4466	260	21	8484	8484	NUM
easat-4466	260	22	vol	vol	NOUN
easat-4466	260	23	.	.	PROPN
easat-4466	261	1	9	9	NUM
easat-4466	261	2	,	,	PUNCT
easat-4466	261	3	no	no	INTJ
easat-4466	261	4	.	.	NOUN
easat-4466	262	1	2	2	NUM
easat-4466	262	2	:	:	SYM
easat-4466	262	3	289	289	NUM
easat-4466	262	4	-	-	SYM
easat-4466	262	5	302	302	NUM
easat-4466	262	6	,	,	PUNCT
easat-4466	262	7	2025	2025	NUM
easat-4466	262	8	doi	doi	NOUN
easat-4466	262	9	:	:	PUNCT
easat-4466	262	10	10.55214/25768484.v9i2.4466	10.55214/25768484.v9i2.4466	NUM
easat-4466	262	11	©	©	PROPN
easat-4466	262	12	2025	2025	NUM
easat-4466	262	13	by	by	ADP
easat-4466	262	14	the	the	DET
easat-4466	262	15	authors	author	NOUN
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easat-4466	262	18	learning	learning	NOUN
easat-4466	262	19	gate	gate	NOUN
easat-4466	263	1	[	[	X
easat-4466	263	2	16	16	NUM
easat-4466	263	3	]	]	X
easat-4466	263	4	y.	y.	PROPN
easat-4466	263	5	zhang	zhang	PROPN
easat-4466	263	6	,	,	PUNCT
easat-4466	263	7	j.	j.	PROPN
easat-4466	263	8	wen	wen	PROPN
easat-4466	263	9	,	,	PUNCT
easat-4466	263	10	g.	g.	PROPN
easat-4466	263	11	yang	yang	PROPN
easat-4466	263	12	,	,	PUNCT
easat-4466	263	13	z.	z.	PROPN
easat-4466	263	14	he	he	PRON
easat-4466	263	15	,	,	PUNCT
easat-4466	263	16	and	and	CCONJ
easat-4466	263	17	j.	j.	PROPN
easat-4466	263	18	wang	wang	PROPN
easat-4466	263	19	,	,	PUNCT
easat-4466	263	20	"	"	PUNCT
easat-4466	263	21	path	path	NOUN
easat-4466	263	22	loss	loss	NOUN
easat-4466	263	23	prediction	prediction	NOUN
easat-4466	263	24	based	base	VERB
easat-4466	263	25	on	on	ADP
easat-4466	263	26	machine	machine	NOUN
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easat-4466	263	28	:	:	PUNCT
easat-4466	263	29	principle	principle	ADJ
easat-4466	263	30	,	,	PUNCT
easat-4466	263	31	method	method	NOUN
easat-4466	263	32	,	,	PUNCT
easat-4466	263	33	and	and	CCONJ
easat-4466	263	34	data	datum	NOUN
easat-4466	263	35	expansion	expansion	NOUN
easat-4466	263	36	,	,	PUNCT
easat-4466	263	37	"	"	PUNCT
easat-4466	263	38	applied	apply	VERB
easat-4466	263	39	sciences	science	NOUN
easat-4466	263	40	,	,	PUNCT
easat-4466	263	41	vol	vol	NOUN
easat-4466	263	42	.	.	NOUN
easat-4466	264	1	9	9	NUM
easat-4466	264	2	,	,	PUNCT
easat-4466	264	3	no	no	INTJ
easat-4466	264	4	.	.	NOUN
easat-4466	264	5	9	9	NUM
easat-4466	264	6	,	,	PUNCT
easat-4466	264	7	p.	p.	NOUN
easat-4466	264	8	1908	1908	NUM
easat-4466	264	9	,	,	PUNCT
easat-4466	264	10	2019	2019	NUM
easat-4466	264	11	.	.	PUNCT
easat-4466	265	1	https://doi.org/10.3390/app9091908	https://doi.org/10.3390/app9091908	PROPN
easat-4466	265	2	[	[	X
easat-4466	265	3	17	17	NUM
easat-4466	265	4	]	]	X
easat-4466	265	5	n.	n.	PROPN
easat-4466	265	6	faruk	faruk	PROPN
easat-4466	265	7	et	et	PROPN
easat-4466	265	8	al	al	PROPN
easat-4466	265	9	.	.	PROPN
easat-4466	265	10	,	,	PUNCT
easat-4466	265	11	"	"	PUNCT
easat-4466	265	12	anfis	anfi	VERB
easat-4466	265	13	model	model	NOUN
easat-4466	265	14	for	for	ADP
easat-4466	265	15	path	path	NOUN
easat-4466	265	16	loss	loss	NOUN
easat-4466	265	17	prediction	prediction	NOUN
easat-4466	265	18	in	in	ADP
easat-4466	265	19	the	the	DET
easat-4466	265	20	gsm	gsm	NOUN
easat-4466	265	21	and	and	CCONJ
easat-4466	265	22	wcdma	wcdma	NOUN
easat-4466	265	23	bands	band	NOUN
easat-4466	265	24	in	in	ADP
easat-4466	265	25	urban	urban	ADJ
easat-4466	265	26	area	area	NOUN
easat-4466	265	27	,	,	PUNCT
easat-4466	265	28	"	"	PUNCT
easat-4466	265	29	elektrika	elektrika	NOUN
easat-4466	265	30	-	-	PUNCT
easat-4466	265	31	journal	journal	NOUN
easat-4466	265	32	of	of	ADP
easat-4466	265	33	electrical	electrical	ADJ
easat-4466	265	34	engineering	engineering	NOUN
easat-4466	265	35	,	,	PUNCT
easat-4466	265	36	vol	vol	NOUN
easat-4466	265	37	.	.	PROPN
easat-4466	265	38	18	18	NUM
easat-4466	265	39	,	,	PUNCT
easat-4466	265	40	no	no	INTJ
easat-4466	265	41	.	.	NOUN
easat-4466	265	42	1	1	NUM
easat-4466	265	43	,	,	PUNCT
easat-4466	265	44	pp	pp	ADJ
easat-4466	265	45	.	.	PUNCT
easat-4466	266	1	1	1	NUM
easat-4466	266	2	-	-	SYM
easat-4466	266	3	10	10	NUM
easat-4466	266	4	,	,	PUNCT
easat-4466	266	5	2019	2019	NUM
easat-4466	266	6	.	.	PUNCT
easat-4466	267	1	https://doi.org/10.11113/elektrika.v18n1.140	https://doi.org/10.11113/elektrika.v18n1.140	PROPN
easat-4466	267	2	[	[	X
easat-4466	267	3	18	18	NUM
easat-4466	267	4	]	]	X
easat-4466	267	5	n.	n.	PROPN
easat-4466	267	6	faruk	faruk	PROPN
easat-4466	267	7	et	et	PROPN
easat-4466	267	8	al	al	PROPN
easat-4466	267	9	.	.	PROPN
easat-4466	267	10	,	,	PUNCT
easat-4466	267	11	"	"	PUNCT
easat-4466	267	12	ann	ann	PROPN
easat-4466	267	13	-	-	PUNCT
easat-4466	267	14	based	base	VERB
easat-4466	267	15	model	model	NOUN
easat-4466	267	16	for	for	ADP
easat-4466	267	17	multiband	multiband	NOUN
easat-4466	267	18	path	path	NOUN
easat-4466	267	19	loss	loss	NOUN
easat-4466	267	20	prediction	prediction	NOUN
easat-4466	267	21	in	in	ADP
easat-4466	267	22	built	build	VERB
easat-4466	267	23	-	-	PUNCT
easat-4466	267	24	up	up	ADP
easat-4466	267	25	environments	environment	NOUN
easat-4466	267	26	,	,	PUNCT
easat-4466	267	27	"	"	PUNCT
easat-4466	267	28	scientific	scientific	ADJ
easat-4466	267	29	african	african	ADJ
easat-4466	267	30	,	,	PUNCT
easat-4466	267	31	vol	vol	NOUN
easat-4466	267	32	.	.	PROPN
easat-4466	267	33	17	17	NUM
easat-4466	267	34	,	,	PUNCT
easat-4466	267	35	p.	p.	NOUN
easat-4466	267	36	e01350	e01350	PROPN
easat-4466	267	37	,	,	PUNCT
easat-4466	267	38	2022	2022	NUM
easat-4466	267	39	.	.	PUNCT
easat-4466	268	1	https://doi.org/10.1016/j.sciaf.2022.e01350	https://doi.org/10.1016/j.sciaf.2022.e01350	PROPN
easat-4466	269	1	[	[	X
easat-4466	269	2	19	19	NUM
easat-4466	269	3	]	]	PUNCT
easat-4466	269	4	k.	k.	PROPN
easat-4466	269	5	qiu	qiu	PROPN
easat-4466	269	6	,	,	PUNCT
easat-4466	269	7	s.	s.	PROPN
easat-4466	269	8	bakirtzis	bakirtzis	PROPN
easat-4466	269	9	,	,	PUNCT
easat-4466	269	10	h.	h.	PROPN
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easat-4466	269	12	,	,	PUNCT
easat-4466	269	13	j.	j.	PROPN
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easat-4466	269	16	and	and	CCONJ
easat-4466	269	17	i.	i.	PROPN
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easat-4466	269	19	,	,	PUNCT
easat-4466	269	20	"	"	PUNCT
easat-4466	269	21	pseudo	pseudo	NOUN
easat-4466	269	22	ray	ray	NOUN
easat-4466	269	23	-	-	PUNCT
easat-4466	269	24	tracing	tracing	NOUN
easat-4466	269	25	:	:	PUNCT
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easat-4466	269	30	mm	mm	NOUN
easat-4466	269	31	-	-	PUNCT
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easat-4466	269	33	path	path	NOUN
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easat-4466	269	35	prediction	prediction	NOUN
easat-4466	269	36	,	,	PUNCT
easat-4466	269	37	"	"	PUNCT
easat-4466	269	38	ieee	ieee	NOUN
easat-4466	269	39	wireless	wireless	ADJ
easat-4466	269	40	communications	communication	NOUN
easat-4466	269	41	letters	letter	NOUN
easat-4466	269	42	,	,	PUNCT
easat-4466	269	43	vol	vol	NOUN
easat-4466	269	44	.	.	PROPN
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easat-4466	269	46	,	,	PUNCT
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easat-4466	269	49	8	8	NUM
easat-4466	269	50	,	,	PUNCT
easat-4466	269	51	pp	pp	ADJ
easat-4466	269	52	.	.	PUNCT
easat-4466	270	1	1699	1699	NUM
easat-4466	270	2	-	-	SYM
easat-4466	270	3	1702	1702	NUM
easat-4466	270	4	,	,	PUNCT
easat-4466	270	5	2022	2022	NUM
easat-4466	270	6	.	.	PUNCT
easat-4466	271	1	https://doi.org/10.1109/lwc.2022.3175091	https://doi.org/10.1109/lwc.2022.3175091	NOUN
easat-4466	272	1	[	[	X
easat-4466	272	2	20	20	NUM
easat-4466	272	3	]	]	PUNCT
easat-4466	272	4	s.	s.	PROPN
easat-4466	272	5	i.	i.	PROPN
easat-4466	272	6	popoola	popoola	PROPN
easat-4466	272	7	,	,	PUNCT
easat-4466	272	8	e.	e.	PROPN
easat-4466	272	9	adetiba	adetiba	PROPN
easat-4466	272	10	,	,	PUNCT
easat-4466	272	11	a.	a.	PROPN
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easat-4466	272	14	,	,	PUNCT
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easat-4466	272	17	,	,	PUNCT
easat-4466	272	18	and	and	CCONJ
easat-4466	272	19	c.	c.	PROPN
easat-4466	272	20	t.	t.	PROPN
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easat-4466	272	22	,	,	PUNCT
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easat-4466	272	32	-	-	PUNCT
easat-4466	272	33	forward	forward	NOUN
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easat-4466	272	35	networks	network	NOUN
easat-4466	272	36	,	,	PUNCT
easat-4466	272	37	"	"	PUNCT
easat-4466	272	38	cogent	cogent	NOUN
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easat-4466	272	40	,	,	PUNCT
easat-4466	272	41	vol	vol	NOUN
easat-4466	272	42	.	.	PROPN
easat-4466	272	43	5	5	NUM
easat-4466	272	44	,	,	PUNCT
easat-4466	272	45	no	no	INTJ
easat-4466	272	46	.	.	NOUN
easat-4466	272	47	1	1	NUM
easat-4466	272	48	,	,	PUNCT
easat-4466	272	49	p.	p.	NOUN
easat-4466	272	50	1444345	1444345	NUM
easat-4466	272	51	,	,	PUNCT
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easat-4466	272	53	.	.	PUNCT
easat-4466	273	1	https://doi.org/10.1080/23311916.2018.1444345	https://doi.org/10.1080/23311916.2018.1444345	X
easat-4466	274	1	[	[	X
easat-4466	274	2	21	21	NUM
easat-4466	274	3	]	]	X
easat-4466	274	4	c.	c.	PROPN
easat-4466	274	5	a.	a.	PROPN
easat-4466	274	6	oroza	oroza	PROPN
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easat-4466	274	8	z.	z.	PROPN
easat-4466	274	9	zhang	zhang	PROPN
easat-4466	274	10	,	,	PUNCT
easat-4466	274	11	t.	t.	PROPN
easat-4466	274	12	watteyne	watteyne	PROPN
easat-4466	274	13	,	,	PUNCT
easat-4466	274	14	and	and	CCONJ
easat-4466	274	15	s.	s.	PROPN
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easat-4466	274	18	,	,	PUNCT
easat-4466	274	19	"	"	PUNCT
easat-4466	274	20	a	a	DET
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easat-4466	274	22	-	-	PUNCT
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easat-4466	274	25	based	base	VERB
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easat-4466	274	31	large	large	ADJ
easat-4466	274	32	-	-	PUNCT
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easat-4466	274	39	,	,	PUNCT
easat-4466	274	40	"	"	PUNCT
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easat-4466	274	44	cognitive	cognitive	ADJ
easat-4466	274	45	communications	communication	NOUN
easat-4466	274	46	and	and	CCONJ
easat-4466	274	47	networking	networking	NOUN
easat-4466	274	48	,	,	PUNCT
easat-4466	274	49	vol	vol	NOUN
easat-4466	274	50	.	.	PROPN
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easat-4466	274	52	,	,	PUNCT
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easat-4466	274	56	,	,	PUNCT
easat-4466	274	57	pp	pp	ADJ
easat-4466	274	58	.	.	PUNCT
easat-4466	275	1	576	576	NUM
easat-4466	275	2	-	-	SYM
easat-4466	275	3	584	584	NUM
easat-4466	275	4	,	,	PUNCT
easat-4466	275	5	2017	2017	NUM
easat-4466	275	6	.	.	PUNCT
easat-4466	275	7	https://doi.org/10.1109/tccn.2017.2741468	https://doi.org/10.1109/tccn.2017.2741468	NOUN
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easat-4466	276	2	22	22	NUM
easat-4466	276	3	]	]	PUNCT
easat-4466	276	4	t.	t.	PROPN
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easat-4466	276	6	,	,	PUNCT
easat-4466	276	7	s.	s.	PROPN
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easat-4466	276	9	,	,	PUNCT
easat-4466	276	10	w.	w.	PROPN
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easat-4466	276	12	,	,	PUNCT
easat-4466	276	13	l.	l.	PROPN
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easat-4466	276	18	,	,	PUNCT
easat-4466	276	19	and	and	CCONJ
easat-4466	276	20	x.	x.	PROPN
easat-4466	276	21	yan	yan	PROPN
easat-4466	276	22	,	,	PUNCT
easat-4466	276	23	"	"	PUNCT
easat-4466	276	24	a	a	DET
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easat-4466	276	26	-	-	PUNCT
easat-4466	276	27	time	time	NOUN
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easat-4466	276	34	networks	network	NOUN
easat-4466	276	35	for	for	ADP
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easat-4466	276	38	-	-	PUNCT
easat-4466	276	39	range	range	NOUN
easat-4466	276	40	communications	communication	NOUN
easat-4466	276	41	,	,	PUNCT
easat-4466	276	42	"	"	PUNCT
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easat-4466	276	45	vol	vol	NOUN
easat-4466	276	46	.	.	PROPN
easat-4466	276	47	19	19	NUM
easat-4466	276	48	,	,	PUNCT
easat-4466	276	49	no	no	INTJ
easat-4466	276	50	.	.	NOUN
easat-4466	276	51	16	16	NUM
easat-4466	276	52	,	,	PUNCT
easat-4466	276	53	p.	p.	NOUN
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easat-4466	276	55	,	,	PUNCT
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easat-4466	276	57	.	.	PUNCT
easat-4466	277	1	https://doi.org/10.3390/s19163541	https://doi.org/10.3390/s19163541	NUM
easat-4466	278	1	[	[	X
easat-4466	278	2	23	23	NUM
easat-4466	278	3	]	]	X
easat-4466	278	4	j.	j.	PROPN
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easat-4466	278	7	g.	g.	PROPN
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easat-4466	278	10	"	"	PUNCT
easat-4466	278	11	path	path	NOUN
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easat-4466	278	22	machine	machine	NOUN
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easat-4466	278	29	multilinear	multilinear	PROPN
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easat-4466	278	32	,	,	PUNCT
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easat-4466	278	41	.	.	PROPN
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easat-4466	279	2	,	,	PUNCT
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easat-4466	279	6	,	,	PUNCT
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easat-4466	280	2	-	-	SYM
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easat-4466	280	4	,	,	PUNCT
easat-4466	280	5	2022	2022	NUM
easat-4466	280	6	.	.	PUNCT
easat-4466	281	1	[	[	X
easat-4466	281	2	24	24	NUM
easat-4466	281	3	]	]	PUNCT
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easat-4466	281	15	path	path	NOUN
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easat-4466	281	17	prediction	prediction	NOUN
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easat-4466	281	21	network	network	NOUN
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easat-4466	283	2	-	-	SYM
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easat-4466	285	3	]	]	PUNCT
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easat-4466	285	48	,	,	PUNCT
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easat-4466	285	51	,	,	PUNCT
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easat-4466	285	53	.	.	PUNCT
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easat-4466	288	2	,	,	PUNCT
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easat-4466	288	5	1	1	NUM
easat-4466	288	6	,	,	PUNCT
easat-4466	288	7	pp	pp	ADJ
easat-4466	288	8	.	.	PUNCT
easat-4466	289	1	1	1	NUM
easat-4466	289	2	-	-	SYM
easat-4466	289	3	13	13	NUM
easat-4466	289	4	,	,	PUNCT
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easat-4466	289	6	.	.	PUNCT
easat-4466	290	1	https://doi.org/10.1186/s42787-019-0043-8	https://doi.org/10.1186/s42787-019-0043-8	NUM
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easat-4466	291	14	g.	g.	PROPN
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easat-4466	291	48	,	,	PUNCT
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easat-4466	291	50	.	.	PUNCT
easat-4466	292	1	389	389	NUM
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easat-4466	292	6	.	.	PUNCT
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