id	sid	tid	token	lemma	pos
fcis-15815	1	1	frontiers	frontier	NOUN
fcis-15815	1	2	in	in	ADP
fcis-15815	1	3	computing	computing	NOUN
fcis-15815	1	4	and	and	CCONJ
fcis-15815	1	5	intelligent	intelligent	ADJ
fcis-15815	1	6	systems	system	NOUN
fcis-15815	1	7	issn	issn	VERB
fcis-15815	1	8	:	:	PUNCT
fcis-15815	1	9	2832	2832	NUM
fcis-15815	1	10	-	-	SYM
fcis-15815	1	11	6024	6024	NUM
fcis-15815	1	12	|	|	NOUN
fcis-15815	1	13	vol	vol	NOUN
fcis-15815	1	14	.	.	PROPN
fcis-15815	2	1	6	6	NUM
fcis-15815	2	2	,	,	PUNCT
fcis-15815	2	3	no	no	INTJ
fcis-15815	2	4	.	.	NOUN
fcis-15815	2	5	3	3	NUM
fcis-15815	2	6	,	,	PUNCT
fcis-15815	2	7	2023	2023	NUM
fcis-15815	2	8	85	85	NUM
fcis-15815	2	9	csi‐based	csi‐base	VERB
fcis-15815	2	10	wifi	wifi	NOUN
fcis-15815	2	11	device	device	NOUN
fcis-15815	2	12	identification	identification	NOUN
fcis-15815	2	13	solution	solution	NOUN
fcis-15815	2	14	yiming	yiming	PROPN
fcis-15815	2	15	li	li	PROPN
fcis-15815	2	16	*	*	PUNCT
fcis-15815	2	17	department	department	PROPN
fcis-15815	2	18	of	of	ADP
fcis-15815	2	19	computer	computer	NOUN
fcis-15815	2	20	science	science	NOUN
fcis-15815	2	21	and	and	CCONJ
fcis-15815	2	22	technology	technology	NOUN
fcis-15815	2	23	,	,	PUNCT
fcis-15815	2	24	qingdao	qingdao	PROPN
fcis-15815	2	25	university	university	PROPN
fcis-15815	2	26	,	,	PUNCT
fcis-15815	2	27	qingdao	qingdao	PROPN
fcis-15815	2	28	,	,	PUNCT
fcis-15815	2	29	shandong	shandong	PROPN
fcis-15815	2	30	,	,	PUNCT
fcis-15815	2	31	china	china	PROPN
fcis-15815	2	32	*	*	PUNCT
fcis-15815	2	33	corresponding	correspond	VERB
fcis-15815	2	34	author	author	NOUN
fcis-15815	2	35	email	email	NOUN
fcis-15815	2	36	:	:	PUNCT
fcis-15815	3	1	l997999350@163.com	l997999350@163.com	PROPN
fcis-15815	3	2	abstract	abstract	NOUN
fcis-15815	3	3	:	:	PUNCT
fcis-15815	3	4	in	in	ADP
fcis-15815	3	5	recent	recent	ADJ
fcis-15815	3	6	years	year	NOUN
fcis-15815	3	7	,	,	PUNCT
fcis-15815	3	8	wireless	wireless	ADJ
fcis-15815	3	9	devices	device	NOUN
fcis-15815	3	10	such	such	ADJ
fcis-15815	3	11	as	as	ADP
fcis-15815	3	12	wifi	wifi	NOUN
fcis-15815	3	13	routers	router	NOUN
fcis-15815	3	14	have	have	AUX
fcis-15815	3	15	become	become	VERB
fcis-15815	3	16	increasingly	increasingly	ADV
fcis-15815	3	17	common	common	ADJ
fcis-15815	3	18	in	in	ADP
fcis-15815	3	19	various	various	ADJ
fcis-15815	3	20	fields	field	NOUN
fcis-15815	3	21	.	.	PUNCT
fcis-15815	4	1	rogue	rogue	ADJ
fcis-15815	4	2	access	access	NOUN
fcis-15815	4	3	point	point	NOUN
fcis-15815	4	4	(	(	PUNCT
fcis-15815	4	5	rap	rap	NOUN
fcis-15815	4	6	)	)	PUNCT
fcis-15815	4	7	is	be	AUX
fcis-15815	4	8	one	one	NUM
fcis-15815	4	9	of	of	ADP
fcis-15815	4	10	the	the	DET
fcis-15815	4	11	threats	threat	NOUN
fcis-15815	4	12	that	that	PRON
fcis-15815	4	13	has	have	AUX
fcis-15815	4	14	persisted	persist	VERB
fcis-15815	4	15	in	in	ADP
fcis-15815	4	16	wireless	wireless	ADJ
fcis-15815	4	17	lan	lan	NOUN
fcis-15815	4	18	(	(	PUNCT
fcis-15815	4	19	wlan	wlan	NOUN
fcis-15815	4	20	)	)	PUNCT
fcis-15815	4	21	for	for	ADP
fcis-15815	4	22	many	many	ADJ
fcis-15815	4	23	years	year	NOUN
fcis-15815	4	24	and	and	CCONJ
fcis-15815	4	25	can	can	AUX
fcis-15815	4	26	cause	cause	VERB
fcis-15815	4	27	varying	vary	VERB
fcis-15815	4	28	degrees	degree	NOUN
fcis-15815	4	29	of	of	ADP
fcis-15815	4	30	property	property	NOUN
fcis-15815	4	31	damage	damage	NOUN
fcis-15815	4	32	and	and	CCONJ
fcis-15815	4	33	privacy	privacy	NOUN
fcis-15815	4	34	leaks	leak	NOUN
fcis-15815	4	35	.	.	PUNCT
fcis-15815	5	1	in	in	ADP
fcis-15815	5	2	response	response	NOUN
fcis-15815	5	3	to	to	ADP
fcis-15815	5	4	these	these	DET
fcis-15815	5	5	threats	threat	NOUN
fcis-15815	5	6	,	,	PUNCT
fcis-15815	5	7	we	we	PRON
fcis-15815	5	8	propose	propose	VERB
fcis-15815	5	9	a	a	DET
fcis-15815	5	10	new	new	ADJ
fcis-15815	5	11	security	security	NOUN
fcis-15815	5	12	mechanism	mechanism	NOUN
fcis-15815	5	13	,	,	PUNCT
fcis-15815	5	14	called	call	VERB
fcis-15815	5	15	rdi	rdi	PROPN
fcis-15815	5	16	,	,	PUNCT
fcis-15815	5	17	which	which	PRON
fcis-15815	5	18	uses	use	VERB
fcis-15815	5	19	environment	environment	NOUN
fcis-15815	5	20	-	-	PUNCT
fcis-15815	5	21	independent	independent	ADJ
fcis-15815	5	22	features	feature	NOUN
fcis-15815	5	23	extracted	extract	VERB
fcis-15815	5	24	from	from	ADP
fcis-15815	5	25	channel	channel	NOUN
fcis-15815	5	26	state	state	NOUN
fcis-15815	5	27	information	information	NOUN
fcis-15815	5	28	(	(	PUNCT
fcis-15815	5	29	csi	csi	PROPN
fcis-15815	5	30	)	)	PUNCT
fcis-15815	5	31	as	as	ADP
fcis-15815	5	32	fingerprints	fingerprint	NOUN
fcis-15815	5	33	for	for	ADP
fcis-15815	5	34	device	device	NOUN
fcis-15815	5	35	identification	identification	NOUN
fcis-15815	5	36	.	.	PUNCT
fcis-15815	6	1	we	we	PRON
fcis-15815	6	2	found	find	VERB
fcis-15815	6	3	that	that	SCONJ
fcis-15815	6	4	the	the	DET
fcis-15815	6	5	phase	phase	NOUN
fcis-15815	6	6	errors	error	NOUN
fcis-15815	6	7	between	between	ADP
fcis-15815	6	8	multiple	multiple	ADJ
fcis-15815	6	9	antennas	antenna	NOUN
fcis-15815	6	10	on	on	ADP
fcis-15815	6	11	a	a	DET
fcis-15815	6	12	single	single	ADJ
fcis-15815	6	13	mimo	mimo	NOUN
fcis-15815	6	14	-	-	PUNCT
fcis-15815	6	15	ofdm	ofdm	PROPN
fcis-15815	6	16	(	(	PUNCT
fcis-15815	6	17	multiple	multiple	ADJ
fcis-15815	6	18	input	input	NOUN
fcis-15815	6	19	multiple	multiple	ADJ
fcis-15815	6	20	output	output	NOUN
fcis-15815	6	21	-	-	PUNCT
fcis-15815	6	22	orthogonal	orthogonal	ADJ
fcis-15815	6	23	frequency	frequency	NOUN
fcis-15815	6	24	division	division	NOUN
fcis-15815	6	25	multiplexing	multiplexing	NOUN
fcis-15815	6	26	)	)	PUNCT
fcis-15815	6	27	transmitter	transmitter	NOUN
fcis-15815	6	28	are	be	AUX
fcis-15815	6	29	not	not	PART
fcis-15815	6	30	the	the	DET
fcis-15815	6	31	same	same	ADJ
fcis-15815	6	32	.	.	PUNCT
fcis-15815	7	1	this	this	DET
fcis-15815	7	2	phase	phase	NOUN
fcis-15815	7	3	offset	offset	NOUN
fcis-15815	7	4	is	be	AUX
fcis-15815	7	5	due	due	ADJ
fcis-15815	7	6	to	to	ADP
fcis-15815	7	7	the	the	DET
fcis-15815	7	8	i	i	PROPN
fcis-15815	7	9	/	/	SYM
fcis-15815	7	10	q	q	NOUN
fcis-15815	7	11	imbalance	imbalance	NOUN
fcis-15815	7	12	and	and	CCONJ
fcis-15815	7	13	imperfect	imperfect	ADJ
fcis-15815	7	14	oscillator	oscillator	NOUN
fcis-15815	7	15	of	of	ADP
fcis-15815	7	16	each	each	DET
fcis-15815	7	17	wifi	wifi	NOUN
fcis-15815	7	18	network	network	NOUN
fcis-15815	7	19	card	card	NOUN
fcis-15815	7	20	,	,	PUNCT
fcis-15815	7	21	and	and	CCONJ
fcis-15815	7	22	it	it	PRON
fcis-15815	7	23	will	will	AUX
fcis-15815	7	24	not	not	PART
fcis-15815	7	25	change	change	VERB
fcis-15815	7	26	with	with	ADP
fcis-15815	7	27	factors	factor	NOUN
fcis-15815	7	28	such	such	ADJ
fcis-15815	7	29	as	as	ADP
fcis-15815	7	30	environment	environment	NOUN
fcis-15815	7	31	and	and	CCONJ
fcis-15815	7	32	time	time	NOUN
fcis-15815	7	33	.	.	PUNCT
fcis-15815	8	1	therefore	therefore	ADV
fcis-15815	8	2	,	,	PUNCT
fcis-15815	8	3	we	we	PRON
fcis-15815	8	4	inferred	infer	VERB
fcis-15815	8	5	and	and	CCONJ
fcis-15815	8	6	verified	verify	VERB
fcis-15815	8	7	that	that	SCONJ
fcis-15815	8	8	there	there	PRON
fcis-15815	8	9	must	must	AUX
fcis-15815	8	10	be	be	AUX
fcis-15815	8	11	some	some	DET
fcis-15815	8	12	relationship	relationship	NOUN
fcis-15815	8	13	between	between	ADP
fcis-15815	8	14	the	the	DET
fcis-15815	8	15	phase	phase	NOUN
fcis-15815	8	16	errors	error	NOUN
fcis-15815	8	17	of	of	ADP
fcis-15815	8	18	multiple	multiple	ADJ
fcis-15815	8	19	groups	group	NOUN
fcis-15815	8	20	of	of	ADP
fcis-15815	8	21	antennas	antenna	NOUN
fcis-15815	8	22	,	,	PUNCT
fcis-15815	8	23	that	that	ADV
fcis-15815	8	24	is	is	ADV
fcis-15815	8	25	,	,	PUNCT
fcis-15815	8	26	the	the	DET
fcis-15815	8	27	relative	relative	ADJ
fcis-15815	8	28	phase	phase	NOUN
fcis-15815	8	29	error	error	NOUN
fcis-15815	8	30	(	(	PUNCT
fcis-15815	8	31	rpe	rpe	PROPN
fcis-15815	8	32	)	)	PUNCT
fcis-15815	8	33	.	.	PUNCT
fcis-15815	9	1	in	in	ADP
fcis-15815	9	2	addition	addition	NOUN
fcis-15815	9	3	,	,	PUNCT
fcis-15815	9	4	rpe	rpe	PROPN
fcis-15815	9	5	will	will	AUX
fcis-15815	9	6	also	also	ADV
fcis-15815	9	7	vary	vary	VERB
fcis-15815	9	8	with	with	ADP
fcis-15815	9	9	different	different	ADJ
fcis-15815	9	10	wifi	wifi	NOUN
fcis-15815	9	11	devices	device	NOUN
fcis-15815	9	12	.	.	PUNCT
fcis-15815	10	1	compared	compare	VERB
fcis-15815	10	2	with	with	ADP
fcis-15815	10	3	some	some	DET
fcis-15815	10	4	similar	similar	ADJ
fcis-15815	10	5	fingerprint	fingerprint	NOUN
fcis-15815	10	6	detection	detection	NOUN
fcis-15815	10	7	methods	method	NOUN
fcis-15815	10	8	in	in	ADP
fcis-15815	10	9	the	the	DET
fcis-15815	10	10	past	past	NOUN
fcis-15815	10	11	,	,	PUNCT
fcis-15815	10	12	the	the	DET
fcis-15815	10	13	use	use	NOUN
fcis-15815	10	14	of	of	ADP
fcis-15815	10	15	specific	specific	ADJ
fcis-15815	10	16	connections	connection	NOUN
fcis-15815	10	17	between	between	ADP
fcis-15815	10	18	group	group	NOUN
fcis-15815	10	19	phase	phase	NOUN
fcis-15815	10	20	errors	error	NOUN
fcis-15815	10	21	between	between	ADP
fcis-15815	10	22	antennas	antenna	NOUN
fcis-15815	10	23	can	can	AUX
fcis-15815	10	24	better	well	ADV
fcis-15815	10	25	reveal	reveal	VERB
fcis-15815	10	26	the	the	DET
fcis-15815	10	27	different	different	ADJ
fcis-15815	10	28	attributes	attribute	NOUN
fcis-15815	10	29	between	between	ADP
fcis-15815	10	30	devices	device	NOUN
fcis-15815	10	31	,	,	PUNCT
fcis-15815	10	32	thereby	thereby	ADV
fcis-15815	10	33	enhancing	enhance	VERB
fcis-15815	10	34	the	the	DET
fcis-15815	10	35	uniqueness	uniqueness	NOUN
fcis-15815	10	36	of	of	ADP
fcis-15815	10	37	features	feature	NOUN
fcis-15815	10	38	.	.	PUNCT
fcis-15815	11	1	therefore	therefore	ADV
fcis-15815	11	2	,	,	PUNCT
fcis-15815	11	3	we	we	PRON
fcis-15815	11	4	believe	believe	VERB
fcis-15815	11	5	that	that	SCONJ
fcis-15815	11	6	rpe	rpe	PROPN
fcis-15815	11	7	can	can	AUX
fcis-15815	11	8	be	be	AUX
fcis-15815	11	9	used	use	VERB
fcis-15815	11	10	as	as	ADP
fcis-15815	11	11	an	an	DET
fcis-15815	11	12	effective	effective	ADJ
fcis-15815	11	13	fingerprint	fingerprint	NOUN
fcis-15815	11	14	to	to	PART
fcis-15815	11	15	detect	detect	VERB
fcis-15815	11	16	rap	rap	NOUN
fcis-15815	11	17	attacks	attack	NOUN
fcis-15815	11	18	.	.	PUNCT
fcis-15815	12	1	we	we	PRON
fcis-15815	12	2	conduct	conduct	VERB
fcis-15815	12	3	a	a	DET
fcis-15815	12	4	large	large	ADJ
fcis-15815	12	5	number	number	NOUN
fcis-15815	12	6	of	of	ADP
fcis-15815	12	7	experimental	experimental	ADJ
fcis-15815	12	8	demonstrations	demonstration	NOUN
fcis-15815	12	9	on	on	ADP
fcis-15815	12	10	this	this	PRON
fcis-15815	12	11	,	,	PUNCT
fcis-15815	12	12	and	and	CCONJ
fcis-15815	12	13	innovatively	innovatively	ADV
fcis-15815	12	14	built	build	VERB
fcis-15815	12	15	a	a	DET
fcis-15815	12	16	multi	multi	ADJ
fcis-15815	12	17	-	-	ADJ
fcis-15815	12	18	modal	modal	ADJ
fcis-15815	12	19	convolutional	convolutional	ADJ
fcis-15815	12	20	neural	neural	ADJ
fcis-15815	12	21	network	network	NOUN
fcis-15815	12	22	(	(	PUNCT
fcis-15815	12	23	cnn	cnn	PROPN
fcis-15815	12	24	)	)	PUNCT
fcis-15815	12	25	model	model	NOUN
fcis-15815	12	26	to	to	PART
fcis-15815	12	27	perform	perform	VERB
fcis-15815	12	28	efficient	efficient	ADJ
fcis-15815	12	29	classification	classification	NOUN
fcis-15815	12	30	work	work	NOUN
fcis-15815	12	31	for	for	ADP
fcis-15815	12	32	our	our	PRON
fcis-15815	12	33	solution	solution	NOUN
fcis-15815	12	34	.	.	PUNCT
fcis-15815	13	1	experiments	experiment	NOUN
fcis-15815	13	2	on	on	ADP
fcis-15815	13	3	22	22	NUM
fcis-15815	13	4	wifi	wifi	NOUN
fcis-15815	13	5	devices	device	NOUN
fcis-15815	13	6	and	and	CCONJ
fcis-15815	13	7	various	various	ADJ
fcis-15815	13	8	scenarios	scenario	NOUN
fcis-15815	13	9	show	show	VERB
fcis-15815	13	10	that	that	SCONJ
fcis-15815	13	11	the	the	DET
fcis-15815	13	12	detection	detection	NOUN
fcis-15815	13	13	rate	rate	NOUN
fcis-15815	13	14	of	of	ADP
fcis-15815	13	15	rdi	rdi	PROPN
fcis-15815	13	16	can	can	AUX
fcis-15815	13	17	reach	reach	VERB
fcis-15815	13	18	more	more	ADJ
fcis-15815	13	19	than	than	ADP
fcis-15815	13	20	98	98	NUM
fcis-15815	13	21	%	%	NOUN
fcis-15815	13	22	in	in	ADP
fcis-15815	13	23	both	both	CCONJ
fcis-15815	13	24	dynamic	dynamic	ADJ
fcis-15815	13	25	and	and	CCONJ
fcis-15815	13	26	static	static	ADJ
fcis-15815	13	27	device	device	NOUN
fcis-15815	13	28	states	state	NOUN
fcis-15815	13	29	.	.	PUNCT
fcis-15815	14	1	keywords	keyword	NOUN
fcis-15815	14	2	:	:	PUNCT
fcis-15815	14	3	relative	relative	ADJ
fcis-15815	14	4	phase	phase	NOUN
fcis-15815	14	5	error	error	NOUN
fcis-15815	14	6	;	;	PUNCT
fcis-15815	14	7	csi	csi	X
fcis-15815	14	8	;	;	PUNCT
fcis-15815	14	9	rap	rap	NOUN
fcis-15815	14	10	.	.	NOUN
fcis-15815	15	1	1	1	NUM
fcis-15815	15	2	.	.	X
fcis-15815	15	3	introduction	introduction	NOUN
fcis-15815	15	4	with	with	ADP
fcis-15815	15	5	the	the	DET
fcis-15815	15	6	development	development	NOUN
fcis-15815	15	7	of	of	ADP
fcis-15815	15	8	communication	communication	NOUN
fcis-15815	15	9	technology	technology	NOUN
fcis-15815	15	10	and	and	CCONJ
fcis-15815	15	11	the	the	DET
fcis-15815	15	12	wide	wide	ADJ
fcis-15815	15	13	application	application	NOUN
fcis-15815	15	14	of	of	ADP
fcis-15815	15	15	mobile	mobile	ADJ
fcis-15815	15	16	devices	device	NOUN
fcis-15815	15	17	,	,	PUNCT
fcis-15815	15	18	various	various	ADJ
fcis-15815	15	19	fields	field	NOUN
fcis-15815	15	20	are	be	AUX
fcis-15815	15	21	becoming	become	VERB
fcis-15815	15	22	more	more	ADV
fcis-15815	15	23	and	and	CCONJ
fcis-15815	15	24	more	more	ADV
fcis-15815	15	25	informatized	informatized	ADJ
fcis-15815	15	26	.	.	PUNCT
fcis-15815	16	1	wifi	wifi	NOUN
fcis-15815	16	2	has	have	AUX
fcis-15815	16	3	become	become	VERB
fcis-15815	16	4	one	one	NUM
fcis-15815	16	5	of	of	ADP
fcis-15815	16	6	the	the	DET
fcis-15815	16	7	most	most	ADV
fcis-15815	16	8	popular	popular	ADJ
fcis-15815	16	9	communication	communication	NOUN
fcis-15815	16	10	mediums	medium	NOUN
fcis-15815	16	11	for	for	ADP
fcis-15815	16	12	connecting	connect	VERB
fcis-15815	16	13	wireless	wireless	ADJ
fcis-15815	16	14	devices	device	NOUN
fcis-15815	16	15	in	in	ADP
fcis-15815	16	16	the	the	DET
fcis-15815	16	17	internet	internet	NOUN
fcis-15815	16	18	of	of	ADP
fcis-15815	16	19	things	thing	NOUN
fcis-15815	16	20	(	(	PUNCT
fcis-15815	16	21	iot	iot	NOUN
fcis-15815	16	22	)	)	PUNCT
fcis-15815	16	23	.	.	PUNCT
fcis-15815	17	1	however	however	ADV
fcis-15815	17	2	,	,	PUNCT
fcis-15815	17	3	in	in	ADP
fcis-15815	17	4	this	this	DET
fcis-15815	17	5	scenario	scenario	NOUN
fcis-15815	17	6	,	,	PUNCT
fcis-15815	17	7	various	various	ADJ
fcis-15815	17	8	threats	threat	NOUN
fcis-15815	17	9	and	and	CCONJ
fcis-15815	17	10	security	security	NOUN
fcis-15815	17	11	loopholes	loophole	NOUN
fcis-15815	17	12	against	against	ADP
fcis-15815	17	13	wireless	wireless	ADJ
fcis-15815	17	14	networks	network	NOUN
fcis-15815	17	15	are	be	AUX
fcis-15815	17	16	also	also	ADV
fcis-15815	17	17	emerging	emerge	VERB
fcis-15815	17	18	,	,	PUNCT
fcis-15815	17	19	such	such	ADJ
fcis-15815	17	20	as	as	ADP
fcis-15815	17	21	denial	denial	NOUN
fcis-15815	17	22	of	of	ADP
fcis-15815	17	23	service	service	NOUN
fcis-15815	17	24	(	(	PUNCT
fcis-15815	17	25	dos	do	NOUN
fcis-15815	17	26	)	)	PUNCT
fcis-15815	17	27	attacks	attack	NOUN
fcis-15815	17	28	,	,	PUNCT
fcis-15815	17	29	encryption	encryption	NOUN
fcis-15815	17	30	cracking	cracking	NOUN
fcis-15815	17	31	,	,	PUNCT
fcis-15815	17	32	wifi	wifi	NOUN
fcis-15815	17	33	freeloading	freeloading	NOUN
fcis-15815	17	34	,	,	PUNCT
fcis-15815	17	35	etc	etc	X
fcis-15815	17	36	.	.	X
fcis-15815	17	37	among	among	ADP
fcis-15815	17	38	them	they	PRON
fcis-15815	17	39	,	,	PUNCT
fcis-15815	17	40	rogue	rogue	ADJ
fcis-15815	17	41	access	access	NOUN
fcis-15815	17	42	points	point	NOUN
fcis-15815	17	43	(	(	PUNCT
fcis-15815	17	44	rap	rap	NOUN
fcis-15815	17	45	)	)	PUNCT
fcis-15815	17	46	attacks	attack	NOUN
fcis-15815	17	47	have	have	AUX
fcis-15815	17	48	become	become	VERB
fcis-15815	17	49	one	one	NUM
fcis-15815	17	50	of	of	ADP
fcis-15815	17	51	the	the	DET
fcis-15815	17	52	most	most	ADV
fcis-15815	17	53	serious	serious	ADJ
fcis-15815	17	54	attack	attack	NOUN
fcis-15815	17	55	threats	threat	NOUN
fcis-15815	17	56	.	.	PUNCT
fcis-15815	18	1	raps	rap	NOUN
fcis-15815	18	2	already	already	ADV
fcis-15815	18	3	exist	exist	VERB
fcis-15815	18	4	around	around	ADP
fcis-15815	18	5	the	the	DET
fcis-15815	18	6	world	world	NOUN
fcis-15815	18	7	,	,	PUNCT
fcis-15815	18	8	and	and	CCONJ
fcis-15815	18	9	they	they	PRON
fcis-15815	18	10	usually	usually	ADV
fcis-15815	18	11	occur	occur	VERB
fcis-15815	18	12	in	in	ADP
fcis-15815	18	13	public	public	ADJ
fcis-15815	18	14	places	place	NOUN
fcis-15815	18	15	such	such	ADJ
fcis-15815	18	16	as	as	ADP
fcis-15815	18	17	coffee	coffee	NOUN
fcis-15815	18	18	shops	shop	NOUN
fcis-15815	18	19	,	,	PUNCT
fcis-15815	18	20	stations	station	NOUN
fcis-15815	18	21	,	,	PUNCT
fcis-15815	18	22	airports	airport	NOUN
fcis-15815	18	23	,	,	PUNCT
fcis-15815	18	24	government	government	NOUN
fcis-15815	18	25	agencies	agency	NOUN
fcis-15815	18	26	,	,	PUNCT
fcis-15815	18	27	and	and	CCONJ
fcis-15815	18	28	schools	school	NOUN
fcis-15815	18	29	.	.	PUNCT
fcis-15815	19	1	attackers	attacker	NOUN
fcis-15815	19	2	usually	usually	ADV
fcis-15815	19	3	use	use	VERB
fcis-15815	19	4	the	the	DET
fcis-15815	19	5	same	same	ADJ
fcis-15815	19	6	identifiers	identifier	NOUN
fcis-15815	19	7	like	like	ADP
fcis-15815	19	8	basic	basic	ADJ
fcis-15815	19	9	service	service	NOUN
fcis-15815	19	10	set	set	VERB
fcis-15815	19	11	identifier	identifier	NOUN
fcis-15815	19	12	(	(	PUNCT
fcis-15815	19	13	bssid	bssid	NOUN
fcis-15815	19	14	)	)	PUNCT
fcis-15815	19	15	and	and	CCONJ
fcis-15815	19	16	service	service	NOUN
fcis-15815	19	17	set	set	VERB
fcis-15815	19	18	identifier	identifier	NOUN
fcis-15815	19	19	(	(	PUNCT
fcis-15815	19	20	ssid	ssid	NOUN
fcis-15815	19	21	)	)	PUNCT
fcis-15815	19	22	as	as	SCONJ
fcis-15815	19	23	the	the	DET
fcis-15815	19	24	original	original	ADJ
fcis-15815	19	25	ap	ap	PROPN
fcis-15815	19	26	to	to	PART
fcis-15815	19	27	pretend	pretend	VERB
fcis-15815	19	28	to	to	PART
fcis-15815	19	29	be	be	AUX
fcis-15815	19	30	a	a	DET
fcis-15815	19	31	legitimate	legitimate	ADJ
fcis-15815	19	32	one	one	NUM
fcis-15815	19	33	,	,	PUNCT
fcis-15815	19	34	thereby	thereby	ADV
fcis-15815	19	35	making	make	VERB
fcis-15815	19	36	illegal	illegal	ADJ
fcis-15815	19	37	and	and	CCONJ
fcis-15815	19	38	malicious	malicious	ADJ
fcis-15815	19	39	connections	connection	NOUN
fcis-15815	19	40	,	,	PUNCT
fcis-15815	19	41	manipulating	manipulate	VERB
fcis-15815	19	42	all	all	DET
fcis-15815	19	43	network	network	NOUN
fcis-15815	19	44	communications	communication	NOUN
fcis-15815	19	45	of	of	ADP
fcis-15815	19	46	the	the	DET
fcis-15815	19	47	victims	victim	NOUN
fcis-15815	19	48	.	.	PUNCT
fcis-15815	20	1	this	this	PRON
fcis-15815	20	2	will	will	AUX
fcis-15815	20	3	cause	cause	VERB
fcis-15815	20	4	serious	serious	ADJ
fcis-15815	20	5	consequences	consequence	NOUN
fcis-15815	20	6	,	,	PUNCT
fcis-15815	20	7	such	such	ADJ
fcis-15815	20	8	as	as	ADP
fcis-15815	20	9	user	user	NOUN
fcis-15815	20	10	privacy	privacy	NOUN
fcis-15815	20	11	disclosure	disclosure	NOUN
fcis-15815	20	12	,	,	PUNCT
fcis-15815	20	13	and	and	CCONJ
fcis-15815	20	14	property	property	NOUN
fcis-15815	20	15	loss	loss	NOUN
fcis-15815	20	16	,	,	PUNCT
fcis-15815	20	17	and	and	CCONJ
fcis-15815	20	18	even	even	ADV
fcis-15815	20	19	threaten	threaten	VERB
fcis-15815	20	20	the	the	DET
fcis-15815	20	21	development	development	NOUN
fcis-15815	20	22	of	of	ADP
fcis-15815	20	23	society	society	NOUN
fcis-15815	20	24	.	.	PUNCT
fcis-15815	21	1	to	to	PART
fcis-15815	21	2	cope	cope	VERB
fcis-15815	21	3	with	with	ADP
fcis-15815	21	4	rap	rap	NOUN
fcis-15815	21	5	attacks	attack	NOUN
fcis-15815	21	6	,	,	PUNCT
fcis-15815	21	7	strengthening	strengthen	VERB
fcis-15815	21	8	the	the	DET
fcis-15815	21	9	detection	detection	NOUN
fcis-15815	21	10	mechanism	mechanism	NOUN
fcis-15815	21	11	of	of	ADP
fcis-15815	21	12	the	the	DET
fcis-15815	21	13	client	client	NOUN
fcis-15815	21	14	is	be	AUX
fcis-15815	21	15	the	the	DET
fcis-15815	21	16	most	most	ADV
fcis-15815	21	17	important	important	ADJ
fcis-15815	21	18	key	key	NOUN
fcis-15815	21	19	.	.	PUNCT
fcis-15815	22	1	the	the	DET
fcis-15815	22	2	current	current	ADJ
fcis-15815	22	3	rap	rap	NOUN
fcis-15815	22	4	detection	detection	NOUN
fcis-15815	22	5	schemes	scheme	NOUN
fcis-15815	22	6	can	can	AUX
fcis-15815	22	7	be	be	AUX
fcis-15815	22	8	divided	divide	VERB
fcis-15815	22	9	into	into	ADP
fcis-15815	22	10	two	two	NUM
fcis-15815	22	11	categories	category	NOUN
fcis-15815	22	12	:	:	PUNCT
fcis-15815	22	13	non	non	ADJ
fcis-15815	22	14	-	-	ADJ
fcis-15815	22	15	hardware	hardware	NOUN
fcis-15815	22	16	-	-	PUNCT
fcis-15815	22	17	based	base	VERB
fcis-15815	22	18	rap	rap	NOUN
fcis-15815	22	19	detection	detection	NOUN
fcis-15815	22	20	and	and	CCONJ
fcis-15815	22	21	hardware	hardware	NOUN
fcis-15815	22	22	-	-	PUNCT
fcis-15815	22	23	based	base	VERB
fcis-15815	22	24	rap	rap	NOUN
fcis-15815	22	25	detection	detection	NOUN
fcis-15815	22	26	.	.	PUNCT
fcis-15815	23	1	the	the	DET
fcis-15815	23	2	initial	initial	ADJ
fcis-15815	23	3	research	research	NOUN
fcis-15815	23	4	focuses	focus	VERB
fcis-15815	23	5	on	on	ADP
fcis-15815	23	6	non	non	ADJ
fcis-15815	23	7	-	-	ADJ
fcis-15815	23	8	hardware	hardware	ADJ
fcis-15815	23	9	device	device	NOUN
fcis-15815	23	10	detection	detection	NOUN
fcis-15815	23	11	,	,	PUNCT
fcis-15815	23	12	such	such	ADJ
fcis-15815	23	13	as	as	ADP
fcis-15815	23	14	802.11i	802.11i	PROPN
fcis-15815	23	15	rsna	rsna	NOUN
fcis-15815	23	16	,	,	PUNCT
fcis-15815	23	17	etc	etc	X
fcis-15815	23	18	.	.	X
fcis-15815	23	19	,	,	PUNCT
fcis-15815	23	20	which	which	PRON
fcis-15815	23	21	has	have	AUX
fcis-15815	23	22	provided	provide	VERB
fcis-15815	23	23	some	some	DET
fcis-15815	23	24	traditional	traditional	ADJ
fcis-15815	23	25	encryption	encryption	NOUN
fcis-15815	23	26	methods	method	NOUN
fcis-15815	23	27	to	to	PART
fcis-15815	23	28	enhance	enhance	VERB
fcis-15815	23	29	authentication	authentication	NOUN
fcis-15815	23	30	security	security	NOUN
fcis-15815	23	31	,	,	PUNCT
fcis-15815	23	32	but	but	CCONJ
fcis-15815	23	33	jana	jana	PROPN
fcis-15815	23	34	et	et	PROPN
fcis-15815	23	35	al	al	PROPN
fcis-15815	23	36	.	.	PUNCT
fcis-15815	24	1	[	[	X
fcis-15815	24	2	1	1	X
fcis-15815	24	3	]	]	PUNCT
fcis-15815	24	4	have	have	AUX
fcis-15815	24	5	confirmed	confirm	VERB
fcis-15815	24	6	that	that	SCONJ
fcis-15815	24	7	there	there	PRON
fcis-15815	24	8	are	be	VERB
fcis-15815	24	9	still	still	ADV
fcis-15815	24	10	some	some	DET
fcis-15815	24	11	loopholes	loophole	NOUN
fcis-15815	24	12	,	,	PUNCT
fcis-15815	24	13	which	which	PRON
fcis-15815	24	14	will	will	AUX
fcis-15815	24	15	cause	cause	VERB
fcis-15815	24	16	users	user	NOUN
fcis-15815	24	17	to	to	PART
fcis-15815	24	18	still	still	ADV
fcis-15815	24	19	be	be	AUX
fcis-15815	24	20	lured	lure	VERB
fcis-15815	24	21	to	to	PART
fcis-15815	24	22	connect	connect	VERB
fcis-15815	24	23	to	to	ADP
fcis-15815	24	24	raps	raps	PROPN
fcis-15815	24	25	.	.	PUNCT
fcis-15815	25	1	current	current	ADJ
fcis-15815	25	2	non	non	ADJ
fcis-15815	25	3	-	-	ADJ
fcis-15815	25	4	hardware	hardware	ADJ
fcis-15815	25	5	detection	detection	NOUN
fcis-15815	25	6	mainly	mainly	ADV
fcis-15815	25	7	uses	use	VERB
fcis-15815	25	8	traffic	traffic	NOUN
fcis-15815	25	9	characteristics	characteristic	NOUN
fcis-15815	25	10	,	,	PUNCT
fcis-15815	25	11	behavior	behavior	NOUN
fcis-15815	25	12	characteristics	characteristic	NOUN
fcis-15815	25	13	,	,	PUNCT
fcis-15815	25	14	topology	topology	NOUN
fcis-15815	25	15	structure	structure	NOUN
fcis-15815	25	16	,	,	PUNCT
fcis-15815	25	17	and	and	CCONJ
fcis-15815	25	18	some	some	DET
fcis-15815	25	19	network	network	NOUN
fcis-15815	25	20	-	-	PUNCT
fcis-15815	25	21	level	level	NOUN
fcis-15815	25	22	characteristics	characteristic	NOUN
fcis-15815	25	23	to	to	PART
fcis-15815	25	24	detect	detect	VERB
fcis-15815	25	25	attacks	attack	NOUN
fcis-15815	25	26	.	.	PUNCT
fcis-15815	26	1	unfortunately	unfortunately	ADV
fcis-15815	26	2	,	,	PUNCT
fcis-15815	26	3	these	these	DET
fcis-15815	26	4	detection	detection	NOUN
fcis-15815	26	5	methods	method	NOUN
fcis-15815	26	6	have	have	AUX
fcis-15815	26	7	gradually	gradually	ADV
fcis-15815	26	8	exposed	expose	VERB
fcis-15815	26	9	shortcomings	shortcoming	NOUN
fcis-15815	26	10	such	such	ADJ
fcis-15815	26	11	as	as	ADP
fcis-15815	26	12	low	low	ADJ
fcis-15815	26	13	efficiency	efficiency	NOUN
fcis-15815	26	14	,	,	PUNCT
fcis-15815	26	15	high	high	ADJ
fcis-15815	26	16	cost	cost	NOUN
fcis-15815	26	17	,	,	PUNCT
fcis-15815	26	18	and	and	CCONJ
fcis-15815	26	19	insufficient	insufficient	ADJ
fcis-15815	26	20	detection	detection	NOUN
fcis-15815	26	21	rate	rate	NOUN
fcis-15815	26	22	.	.	PUNCT
fcis-15815	27	1	for	for	ADP
fcis-15815	27	2	example	example	NOUN
fcis-15815	27	3	,	,	PUNCT
fcis-15815	27	4	gao	gao	PROPN
fcis-15815	27	5	et	et	PROPN
fcis-15815	27	6	al	al	PROPN
fcis-15815	27	7	.	.	PROPN
fcis-15815	27	8	estimate	estimate	VERB
fcis-15815	27	9	the	the	DET
fcis-15815	27	10	packet	packet	NOUN
fcis-15815	27	11	interval	interval	NOUN
fcis-15815	27	12	time	time	NOUN
fcis-15815	27	13	in	in	ADP
fcis-15815	27	14	the	the	DET
fcis-15815	27	15	network	network	NOUN
fcis-15815	27	16	layer	layer	NOUN
fcis-15815	27	17	as	as	ADP
fcis-15815	27	18	a	a	DET
fcis-15815	27	19	feature	feature	NOUN
fcis-15815	27	20	of	of	ADP
fcis-15815	27	21	ap	ap	PROPN
fcis-15815	28	1	[	[	X
fcis-15815	28	2	2	2	NUM
fcis-15815	28	3	]	]	PUNCT
fcis-15815	28	4	.	.	PUNCT
fcis-15815	29	1	in	in	ADP
fcis-15815	29	2	[	[	X
fcis-15815	29	3	3	3	NUM
fcis-15815	29	4	]	]	PUNCT
fcis-15815	29	5	,	,	PUNCT
fcis-15815	29	6	the	the	DET
fcis-15815	29	7	transmission	transmission	NOUN
fcis-15815	29	8	rate	rate	NOUN
fcis-15815	29	9	of	of	ADP
fcis-15815	29	10	the	the	DET
fcis-15815	29	11	phy	phy	NOUN
fcis-15815	29	12	layer	layer	NOUN
fcis-15815	29	13	is	be	AUX
fcis-15815	29	14	used	use	VERB
fcis-15815	29	15	to	to	PART
fcis-15815	29	16	distinguish	distinguish	VERB
fcis-15815	29	17	devices	device	NOUN
fcis-15815	29	18	.	.	PUNCT
fcis-15815	30	1	although	although	SCONJ
fcis-15815	30	2	these	these	DET
fcis-15815	30	3	traffic	traffic	NOUN
fcis-15815	30	4	analysis	analysis	NOUN
fcis-15815	30	5	methods	method	NOUN
fcis-15815	30	6	are	be	AUX
fcis-15815	30	7	effective	effective	ADJ
fcis-15815	30	8	in	in	ADP
fcis-15815	30	9	some	some	DET
fcis-15815	30	10	scenarios	scenario	NOUN
fcis-15815	30	11	,	,	PUNCT
fcis-15815	30	12	they	they	PRON
fcis-15815	30	13	require	require	VERB
fcis-15815	30	14	a	a	DET
fcis-15815	30	15	large	large	ADJ
fcis-15815	30	16	amount	amount	NOUN
fcis-15815	30	17	of	of	ADP
fcis-15815	30	18	data	datum	NOUN
fcis-15815	30	19	collection	collection	NOUN
fcis-15815	30	20	,	,	PUNCT
fcis-15815	30	21	even	even	ADV
fcis-15815	30	22	up	up	ADP
fcis-15815	30	23	to	to	PART
fcis-15815	30	24	tens	ten	NOUN
fcis-15815	30	25	of	of	ADP
fcis-15815	30	26	gigabytes	gigabyte	NOUN
fcis-15815	30	27	,	,	PUNCT
fcis-15815	30	28	leading	lead	VERB
fcis-15815	30	29	to	to	ADP
fcis-15815	30	30	significant	significant	ADJ
fcis-15815	30	31	time	time	NOUN
fcis-15815	30	32	consumption	consumption	NOUN
fcis-15815	30	33	,	,	PUNCT
fcis-15815	30	34	storage	storage	NOUN
fcis-15815	30	35	overhead	overhead	NOUN
fcis-15815	30	36	,	,	PUNCT
fcis-15815	30	37	computation	computation	NOUN
fcis-15815	30	38	cost	cost	NOUN
fcis-15815	30	39	.	.	PUNCT
fcis-15815	31	1	hardware	hardware	NOUN
fcis-15815	31	2	-	-	PUNCT
fcis-15815	31	3	based	base	VERB
fcis-15815	31	4	rap	rap	NOUN
fcis-15815	31	5	detection	detection	NOUN
fcis-15815	31	6	schemes	scheme	NOUN
fcis-15815	31	7	use	use	VERB
fcis-15815	31	8	device	device	NOUN
fcis-15815	31	9	hardware	hardware	NOUN
fcis-15815	31	10	fingerprints	fingerprint	NOUN
fcis-15815	31	11	to	to	PART
fcis-15815	31	12	realize	realize	VERB
fcis-15815	31	13	device	device	NOUN
fcis-15815	31	14	identification	identification	NOUN
fcis-15815	31	15	and	and	CCONJ
fcis-15815	31	16	attack	attack	NOUN
fcis-15815	31	17	detection	detection	NOUN
fcis-15815	31	18	,	,	PUNCT
fcis-15815	31	19	and	and	CCONJ
fcis-15815	31	20	many	many	ADJ
fcis-15815	31	21	related	related	ADJ
fcis-15815	31	22	schemes	scheme	NOUN
fcis-15815	31	23	have	have	AUX
fcis-15815	31	24	begun	begin	VERB
fcis-15815	31	25	to	to	PART
fcis-15815	31	26	be	be	AUX
fcis-15815	31	27	widely	widely	ADV
fcis-15815	31	28	studied	study	VERB
fcis-15815	31	29	.	.	PUNCT
fcis-15815	32	1	fingerprints	fingerprint	NOUN
fcis-15815	32	2	on	on	ADP
fcis-15815	32	3	the	the	DET
fcis-15815	32	4	hardware	hardware	NOUN
fcis-15815	32	5	layer	layer	NOUN
fcis-15815	32	6	mainly	mainly	ADV
fcis-15815	32	7	refer	refer	VERB
fcis-15815	32	8	to	to	ADP
fcis-15815	32	9	the	the	DET
fcis-15815	32	10	defect	defect	NOUN
fcis-15815	32	11	on	on	ADP
fcis-15815	32	12	the	the	DET
fcis-15815	32	13	internal	internal	ADJ
fcis-15815	32	14	hardware	hardware	NOUN
fcis-15815	32	15	component	component	NOUN
fcis-15815	32	16	of	of	ADP
fcis-15815	32	17	the	the	DET
fcis-15815	32	18	transmitter	transmitter	NOUN
fcis-15815	32	19	,	,	PUNCT
fcis-15815	32	20	such	such	ADJ
fcis-15815	32	21	as	as	ADP
fcis-15815	32	22	tx	tx	NOUN
fcis-15815	32	23	-	-	PUNCT
fcis-15815	32	24	rx	rx	ADJ
fcis-15815	32	25	oscillators	oscillator	NOUN
fcis-15815	32	26	,	,	PUNCT
fcis-15815	32	27	digital	digital	NOUN
fcis-15815	32	28	-	-	PUNCT
fcis-15815	32	29	to	to	ADP
fcis-15815	32	30	-	-	PUNCT
fcis-15815	32	31	analog	analog	NOUN
fcis-15815	32	32	converter	converter	NOUN
fcis-15815	32	33	(	(	PUNCT
fcis-15815	32	34	dac	dac	PROPN
fcis-15815	32	35	)	)	PUNCT
fcis-15815	32	36	and	and	CCONJ
fcis-15815	32	37	the	the	DET
fcis-15815	32	38	power	power	NOUN
fcis-15815	32	39	amplifiers	amplifier	NOUN
fcis-15815	32	40	(	(	PUNCT
fcis-15815	32	41	pa	pa	PROPN
fcis-15815	32	42	)	)	PUNCT
fcis-15815	32	43	,	,	PUNCT
fcis-15815	32	44	etc	etc	X
fcis-15815	32	45	.	.	X
fcis-15815	32	46	this	this	DET
fcis-15815	32	47	kind	kind	NOUN
fcis-15815	32	48	of	of	ADP
fcis-15815	32	49	defect	defect	NOUN
fcis-15815	32	50	is	be	AUX
fcis-15815	32	51	generally	generally	ADV
fcis-15815	32	52	difficult	difficult	ADJ
fcis-15815	32	53	to	to	PART
fcis-15815	32	54	imitate	imitate	VERB
fcis-15815	32	55	and	and	CCONJ
fcis-15815	32	56	has	have	VERB
fcis-15815	32	57	strong	strong	ADJ
fcis-15815	32	58	independent	independent	ADJ
fcis-15815	32	59	differences	difference	NOUN
fcis-15815	32	60	because	because	SCONJ
fcis-15815	32	61	forging	forge	VERB
fcis-15815	32	62	hardware	hardware	NOUN
fcis-15815	32	63	defects	defect	NOUN
fcis-15815	32	64	requires	require	VERB
fcis-15815	32	65	high	high	ADJ
fcis-15815	32	66	costs	cost	NOUN
fcis-15815	32	67	for	for	ADP
fcis-15815	32	68	attackers	attacker	NOUN
fcis-15815	32	69	,	,	PUNCT
fcis-15815	32	70	so	so	SCONJ
fcis-15815	32	71	this	this	PRON
fcis-15815	32	72	is	be	AUX
fcis-15815	32	73	a	a	DET
fcis-15815	32	74	promising	promising	ADJ
fcis-15815	32	75	direction	direction	NOUN
fcis-15815	32	76	for	for	ADP
fcis-15815	32	77	device	device	NOUN
fcis-15815	32	78	identification	identification	NOUN
fcis-15815	32	79	and	and	CCONJ
fcis-15815	32	80	rap	rap	NOUN
fcis-15815	32	81	detection	detection	NOUN
fcis-15815	32	82	.	.	PUNCT
fcis-15815	33	1	csi	csi	PROPN
fcis-15815	33	2	becomes	become	VERB
fcis-15815	33	3	a	a	DET
fcis-15815	33	4	suitable	suitable	ADJ
fcis-15815	33	5	research	research	NOUN
fcis-15815	33	6	object	object	NOUN
fcis-15815	33	7	,	,	PUNCT
fcis-15815	33	8	which	which	PRON
fcis-15815	33	9	can	can	AUX
fcis-15815	33	10	provide	provide	VERB
fcis-15815	33	11	context	context	NOUN
fcis-15815	33	12	-	-	PUNCT
fcis-15815	33	13	independent	independent	ADJ
fcis-15815	33	14	features	feature	NOUN
fcis-15815	33	15	of	of	ADP
fcis-15815	33	16	devices	device	NOUN
fcis-15815	33	17	to	to	PART
fcis-15815	33	18	detect	detect	VERB
fcis-15815	33	19	and	and	CCONJ
fcis-15815	33	20	identify	identify	VERB
fcis-15815	33	21	rogue	rogue	ADJ
fcis-15815	33	22	wifi	wifi	NOUN
fcis-15815	33	23	devices	device	NOUN
fcis-15815	33	24	or	or	CCONJ
fcis-15815	33	25	aps	ap	NOUN
fcis-15815	33	26	.	.	PUNCT
fcis-15815	34	1	for	for	ADP
fcis-15815	34	2	example	example	NOUN
fcis-15815	34	3	,	,	PUNCT
fcis-15815	34	4	due	due	ADP
fcis-15815	34	5	to	to	ADP
fcis-15815	34	6	the	the	DET
fcis-15815	34	7	carrier	carrier	NOUN
fcis-15815	34	8	frequency	frequency	NOUN
fcis-15815	34	9	mismatch	mismatch	NOUN
fcis-15815	34	10	between	between	ADP
fcis-15815	34	11	the	the	DET
fcis-15815	34	12	tx	tx	PROPN
fcis-15815	34	13	and	and	CCONJ
fcis-15815	34	14	rx	rx	VERB
fcis-15815	34	15	oscillators	oscillator	NOUN
fcis-15815	34	16	,	,	PUNCT
fcis-15815	34	17	hua	hua	PROPN
fcis-15815	34	18	et	et	PROPN
fcis-15815	34	19	al	al	PROPN
fcis-15815	34	20	.	.	PUNCT
fcis-15815	35	1	[	[	X
fcis-15815	35	2	4	4	X
fcis-15815	35	3	]	]	PUNCT
fcis-15815	35	4	extract	extract	VERB
fcis-15815	35	5	the	the	DET
fcis-15815	35	6	carrier	carrier	NOUN
fcis-15815	35	7	frequency	frequency	NOUN
fcis-15815	35	8	offset	offset	NOUN
fcis-15815	35	9	(	(	PUNCT
fcis-15815	35	10	cfo	cfo	NOUN
fcis-15815	35	11	)	)	PUNCT
fcis-15815	35	12	from	from	ADP
fcis-15815	35	13	csi	csi	PROPN
fcis-15815	35	14	to	to	PART
fcis-15815	35	15	be	be	AUX
fcis-15815	35	16	a	a	DET
fcis-15815	35	17	device	device	NOUN
fcis-15815	35	18	fingerprint	fingerprint	NOUN
fcis-15815	35	19	.	.	PUNCT
fcis-15815	36	1	later	later	ADV
fcis-15815	36	2	in	in	ADP
fcis-15815	36	3	[	[	X
fcis-15815	36	4	5	5	NUM
fcis-15815	36	5	]	]	PUNCT
fcis-15815	36	6	,	,	PUNCT
fcis-15815	36	7	a	a	DET
fcis-15815	36	8	great	great	ADJ
fcis-15815	36	9	improvement	improvement	NOUN
fcis-15815	36	10	in	in	ADP
fcis-15815	36	11	detection	detection	NOUN
fcis-15815	36	12	speed	speed	NOUN
fcis-15815	36	13	was	be	AUX
fcis-15815	36	14	made	make	VERB
fcis-15815	36	15	to	to	ADP
fcis-15815	36	16	this	this	DET
fcis-15815	36	17	detection	detection	NOUN
fcis-15815	36	18	method	method	NOUN
fcis-15815	36	19	,	,	PUNCT
fcis-15815	36	20	but	but	CCONJ
fcis-15815	36	21	the	the	DET
fcis-15815	36	22	sensitivity	sensitivity	NOUN
fcis-15815	36	23	to	to	ADP
fcis-15815	36	24	the	the	DET
fcis-15815	36	25	environment	environment	NOUN
fcis-15815	36	26	still	still	ADV
fcis-15815	36	27	limited	limit	VERB
fcis-15815	36	28	the	the	DET
fcis-15815	36	29	fingerprint	fingerprint	NOUN
fcis-15815	36	30	.	.	PUNCT
fcis-15815	37	1	these	these	DET
fcis-15815	37	2	disadvantages	disadvantage	NOUN
fcis-15815	37	3	were	be	AUX
fcis-15815	37	4	well	well	ADV
fcis-15815	37	5	optimized	optimize	VERB
fcis-15815	37	6	in	in	ADP
fcis-15815	37	7	the	the	DET
fcis-15815	37	8	phase	phase	NOUN
fcis-15815	37	9	error	error	NOUN
fcis-15815	37	10	fingerprint	fingerprint	NOUN
fcis-15815	37	11	extracted	extract	VERB
fcis-15815	37	12	from	from	ADP
fcis-15815	37	13	csi	csi	PROPN
fcis-15815	37	14	by	by	ADP
fcis-15815	37	15	[	[	X
fcis-15815	37	16	6	6	NUM
fcis-15815	37	17	]	]	PUNCT
fcis-15815	37	18	et	et	PROPN
fcis-15815	37	19	al	al	PROPN
fcis-15815	37	20	.	.	PUNCT
fcis-15815	38	1	the	the	DET
fcis-15815	38	2	phase	phase	NOUN
fcis-15815	38	3	error	error	NOUN
fcis-15815	38	4	is	be	AUX
fcis-15815	38	5	due	due	ADJ
fcis-15815	38	6	to	to	ADP
fcis-15815	38	7	the	the	DET
fcis-15815	38	8	i	i	PROPN
fcis-15815	38	9	/	/	SYM
fcis-15815	38	10	q	q	NOUN
fcis-15815	38	11	imbalance	imbalance	NOUN
fcis-15815	38	12	and	and	CCONJ
fcis-15815	38	13	oscillator	oscillator	NOUN
fcis-15815	38	14	imperfections	imperfection	NOUN
fcis-15815	38	15	of	of	ADP
fcis-15815	38	16	each	each	DET
fcis-15815	38	17	wifi	wifi	NOUN
fcis-15815	38	18	device	device	NOUN
fcis-15815	38	19	,	,	PUNCT
fcis-15815	38	20	and	and	CCONJ
fcis-15815	38	21	it	it	PRON
fcis-15815	38	22	does	do	AUX
fcis-15815	38	23	n't	not	PART
fcis-15815	38	24	require	require	VERB
fcis-15815	38	25	additional	additional	ADJ
fcis-15815	38	26	equipment	equipment	NOUN
fcis-15815	38	27	to	to	PART
fcis-15815	38	28	extract	extract	VERB
fcis-15815	38	29	phase	phase	NOUN
fcis-15815	38	30	features	feature	VERB
fcis-15815	38	31	across	across	ADP
fcis-15815	38	32	subcarriers	subcarrier	NOUN
fcis-15815	38	33	to	to	PART
fcis-15815	38	34	build	build	VERB
fcis-15815	38	35	device	device	NOUN
fcis-15815	38	36	fingerprints	fingerprint	NOUN
fcis-15815	38	37	.	.	PUNCT
fcis-15815	39	1	although	although	SCONJ
fcis-15815	39	2	the	the	DET
fcis-15815	39	3	fingerprint	fingerprint	NOUN
fcis-15815	39	4	has	have	AUX
fcis-15815	39	5	performed	perform	VERB
fcis-15815	39	6	well	well	ADV
fcis-15815	39	7	in	in	ADP
fcis-15815	39	8	terms	term	NOUN
fcis-15815	39	9	of	of	ADP
fcis-15815	39	10	stability	stability	NOUN
fcis-15815	39	11	,	,	PUNCT
fcis-15815	39	12	there	there	PRON
fcis-15815	39	13	is	be	VERB
fcis-15815	39	14	still	still	ADV
fcis-15815	39	15	room	room	NOUN
fcis-15815	39	16	for	for	ADP
fcis-15815	39	17	improvement	improvement	NOUN
fcis-15815	39	18	in	in	ADP
fcis-15815	39	19	86	86	NUM
fcis-15815	39	20	applicable	applicable	ADJ
fcis-15815	39	21	scenarios	scenario	NOUN
fcis-15815	39	22	.	.	PUNCT
fcis-15815	40	1	to	to	PART
fcis-15815	40	2	solve	solve	VERB
fcis-15815	40	3	the	the	DET
fcis-15815	40	4	above	above	ADJ
fcis-15815	40	5	problems	problem	NOUN
fcis-15815	40	6	,	,	PUNCT
fcis-15815	40	7	we	we	PRON
fcis-15815	40	8	propose	propose	VERB
fcis-15815	40	9	a	a	DET
fcis-15815	40	10	lightweight	lightweight	ADJ
fcis-15815	40	11	continuous	continuous	ADJ
fcis-15815	40	12	authentication	authentication	NOUN
fcis-15815	40	13	scheme	scheme	NOUN
fcis-15815	40	14	for	for	ADP
fcis-15815	40	15	wireless	wireless	ADJ
fcis-15815	40	16	devices	device	NOUN
fcis-15815	40	17	based	base	VERB
fcis-15815	40	18	on	on	ADP
fcis-15815	40	19	csi	csi	ADJ
fcis-15815	40	20	fingerprints	fingerprint	NOUN
fcis-15815	40	21	for	for	ADP
fcis-15815	40	22	modern	modern	ADJ
fcis-15815	40	23	mimo	mimo	PROPN
fcis-15815	40	24	devices	device	NOUN
fcis-15815	40	25	.	.	PUNCT
fcis-15815	41	1	our	our	PRON
fcis-15815	41	2	solution	solution	NOUN
fcis-15815	41	3	,	,	PUNCT
fcis-15815	41	4	rpe	rpe	PROPN
fcis-15815	41	5	-	-	PUNCT
fcis-15815	41	6	mimo	mimo	PROPN
fcis-15815	41	7	,	,	PUNCT
fcis-15815	41	8	innovatively	innovatively	ADV
fcis-15815	41	9	uses	use	VERB
fcis-15815	41	10	relative	relative	ADJ
fcis-15815	41	11	phase	phase	NOUN
fcis-15815	41	12	error	error	NOUN
fcis-15815	41	13	(	(	PUNCT
fcis-15815	41	14	rpe	rpe	PROPN
fcis-15815	41	15	)	)	PUNCT
fcis-15815	41	16	as	as	ADP
fcis-15815	41	17	a	a	DET
fcis-15815	41	18	fingerprint	fingerprint	NOUN
fcis-15815	41	19	to	to	PART
fcis-15815	41	20	detect	detect	VERB
fcis-15815	41	21	ap	ap	PROPN
fcis-15815	41	22	attacks	attack	NOUN
fcis-15815	41	23	and	and	CCONJ
fcis-15815	41	24	identify	identify	VERB
fcis-15815	41	25	devices	device	NOUN
fcis-15815	41	26	and	and	CCONJ
fcis-15815	41	27	exploits	exploit	VERB
fcis-15815	41	28	a	a	DET
fcis-15815	41	29	novel	novel	ADJ
fcis-15815	41	30	cnn	cnn	NOUN
fcis-15815	41	31	-	-	PUNCT
fcis-15815	41	32	based	base	VERB
fcis-15815	41	33	multi	multi	ADJ
fcis-15815	41	34	-	-	ADJ
fcis-15815	41	35	modal	modal	ADJ
fcis-15815	41	36	neural	neural	ADJ
fcis-15815	41	37	network	network	NOUN
fcis-15815	41	38	model	model	NOUN
fcis-15815	41	39	framework	framework	NOUN
fcis-15815	41	40	for	for	ADP
fcis-15815	41	41	efficient	efficient	ADJ
fcis-15815	41	42	identification	identification	NOUN
fcis-15815	41	43	and	and	CCONJ
fcis-15815	41	44	classification	classification	NOUN
fcis-15815	41	45	.	.	PUNCT
fcis-15815	42	1	the	the	DET
fcis-15815	42	2	proposed	propose	VERB
fcis-15815	42	3	fingerprint	fingerprint	NOUN
fcis-15815	42	4	is	be	AUX
fcis-15815	42	5	independent	independent	ADJ
fcis-15815	42	6	of	of	ADP
fcis-15815	42	7	the	the	DET
fcis-15815	42	8	environment	environment	NOUN
fcis-15815	42	9	and	and	CCONJ
fcis-15815	42	10	eliminates	eliminate	VERB
fcis-15815	42	11	the	the	DET
fcis-15815	42	12	multipath	multipath	NOUN
fcis-15815	42	13	effect	effect	NOUN
fcis-15815	42	14	of	of	ADP
fcis-15815	42	15	mobile	mobile	ADJ
fcis-15815	42	16	devices	device	NOUN
fcis-15815	42	17	.	.	PUNCT
fcis-15815	43	1	this	this	DET
fcis-15815	43	2	solution	solution	NOUN
fcis-15815	43	3	can	can	AUX
fcis-15815	43	4	improve	improve	VERB
fcis-15815	43	5	detection	detection	NOUN
fcis-15815	43	6	accuracy	accuracy	NOUN
fcis-15815	43	7	and	and	CCONJ
fcis-15815	43	8	expand	expand	VERB
fcis-15815	43	9	the	the	DET
fcis-15815	43	10	scope	scope	NOUN
fcis-15815	43	11	of	of	ADP
fcis-15815	43	12	applications	application	NOUN
fcis-15815	43	13	while	while	SCONJ
fcis-15815	43	14	maintaining	maintain	VERB
fcis-15815	43	15	good	good	ADJ
fcis-15815	43	16	stability	stability	NOUN
fcis-15815	43	17	,	,	PUNCT
fcis-15815	43	18	allowing	allow	VERB
fcis-15815	43	19	it	it	PRON
fcis-15815	43	20	to	to	PART
fcis-15815	43	21	be	be	AUX
fcis-15815	43	22	integrated	integrate	VERB
fcis-15815	43	23	into	into	ADP
fcis-15815	43	24	today	today	NOUN
fcis-15815	43	25	's	's	PART
fcis-15815	43	26	intelligent	intelligent	ADJ
fcis-15815	43	27	and	and	CCONJ
fcis-15815	43	28	diversified	diversified	ADJ
fcis-15815	43	29	application	application	NOUN
fcis-15815	43	30	scenarios	scenario	NOUN
fcis-15815	43	31	.	.	PUNCT
fcis-15815	44	1	in	in	ADP
fcis-15815	44	2	summary	summary	NOUN
fcis-15815	44	3	,	,	PUNCT
fcis-15815	44	4	we	we	PRON
fcis-15815	44	5	make	make	VERB
fcis-15815	44	6	the	the	DET
fcis-15815	44	7	following	follow	VERB
fcis-15815	44	8	contributions	contribution	NOUN
fcis-15815	44	9	:	:	PUNCT
fcis-15815	44	10			ADJ
fcis-15815	44	11	an	an	DET
fcis-15815	44	12	innovative	innovative	ADJ
fcis-15815	44	13	device	device	NOUN
fcis-15815	44	14	physical	physical	ADJ
fcis-15815	44	15	layer	layer	NOUN
fcis-15815	44	16	fingerprint	fingerprint	NOUN
fcis-15815	44	17	detection	detection	NOUN
fcis-15815	44	18	scheme	scheme	NOUN
fcis-15815	44	19	is	be	AUX
fcis-15815	44	20	proposed	propose	VERB
fcis-15815	44	21	.	.	PUNCT
fcis-15815	45	1	this	this	DET
fcis-15815	45	2	work	work	NOUN
fcis-15815	45	3	is	be	AUX
fcis-15815	45	4	based	base	VERB
fcis-15815	45	5	on	on	ADP
fcis-15815	45	6	the	the	DET
fcis-15815	45	7	relative	relative	ADJ
fcis-15815	45	8	phase	phase	NOUN
fcis-15815	45	9	error	error	NOUN
fcis-15815	45	10	of	of	ADP
fcis-15815	45	11	multiple	multiple	ADJ
fcis-15815	45	12	links	link	NOUN
fcis-15815	45	13	of	of	ADP
fcis-15815	45	14	the	the	DET
fcis-15815	45	15	device	device	NOUN
fcis-15815	45	16	,	,	PUNCT
fcis-15815	45	17	and	and	CCONJ
fcis-15815	45	18	the	the	DET
fcis-15815	45	19	proposed	propose	VERB
fcis-15815	45	20	fingerprint	fingerprint	NOUN
fcis-15815	45	21	is	be	AUX
fcis-15815	45	22	independent	independent	ADJ
fcis-15815	45	23	of	of	ADP
fcis-15815	45	24	the	the	DET
fcis-15815	45	25	environment	environment	NOUN
fcis-15815	45	26	.	.	PUNCT
fcis-15815	46	1			PROPN
fcis-15815	46	2	a	a	DET
fcis-15815	46	3	cnn	cnn	PROPN
fcis-15815	46	4	-	-	PUNCT
fcis-15815	46	5	based	base	VERB
fcis-15815	46	6	multimodal	multimodal	ADJ
fcis-15815	46	7	neural	neural	ADJ
fcis-15815	46	8	network	network	NOUN
fcis-15815	46	9	models	model	NOUN
fcis-15815	46	10	is	be	AUX
fcis-15815	46	11	proposed	propose	VERB
fcis-15815	46	12	.	.	PUNCT
fcis-15815	47	1	it	it	PRON
fcis-15815	47	2	can	can	AUX
fcis-15815	47	3	efficiently	efficiently	ADV
fcis-15815	47	4	perform	perform	VERB
fcis-15815	47	5	device	device	NOUN
fcis-15815	47	6	detection	detection	NOUN
fcis-15815	47	7	tasks	task	NOUN
fcis-15815	47	8	such	such	ADJ
fcis-15815	47	9	as	as	ADP
fcis-15815	47	10	classification	classification	NOUN
fcis-15815	47	11	and	and	CCONJ
fcis-15815	47	12	prediction	prediction	NOUN
fcis-15815	47	13	.	.	PUNCT
fcis-15815	48	1			PROPN
fcis-15815	48	2	a	a	DET
fcis-15815	48	3	lot	lot	NOUN
fcis-15815	48	4	of	of	ADP
fcis-15815	48	5	verification	verification	NOUN
fcis-15815	48	6	work	work	NOUN
fcis-15815	48	7	has	have	AUX
fcis-15815	48	8	been	be	AUX
fcis-15815	48	9	done	do	VERB
fcis-15815	48	10	by	by	ADP
fcis-15815	48	11	using	use	VERB
fcis-15815	48	12	22	22	NUM
fcis-15815	48	13	routers	router	NOUN
fcis-15815	48	14	.	.	PUNCT
fcis-15815	49	1	the	the	DET
fcis-15815	49	2	experimental	experimental	ADJ
fcis-15815	49	3	data	datum	NOUN
fcis-15815	49	4	shows	show	VERB
fcis-15815	49	5	that	that	SCONJ
fcis-15815	49	6	the	the	DET
fcis-15815	49	7	accuracy	accuracy	NOUN
fcis-15815	49	8	rates	rate	NOUN
fcis-15815	49	9	in	in	ADP
fcis-15815	49	10	static	static	ADJ
fcis-15815	49	11	and	and	CCONJ
fcis-15815	49	12	dynamic	dynamic	ADJ
fcis-15815	49	13	scenarios	scenario	NOUN
fcis-15815	49	14	are	be	AUX
fcis-15815	49	15	99.2	99.2	NUM
fcis-15815	49	16	%	%	NOUN
fcis-15815	49	17	and	and	CCONJ
fcis-15815	49	18	98.4	98.4	NUM
fcis-15815	49	19	%	%	NOUN
fcis-15815	49	20	respectively	respectively	ADV
fcis-15815	49	21	.	.	PUNCT
fcis-15815	50	1	the	the	DET
fcis-15815	50	2	rest	rest	NOUN
fcis-15815	50	3	of	of	ADP
fcis-15815	50	4	the	the	DET
fcis-15815	50	5	paper	paper	NOUN
fcis-15815	50	6	is	be	AUX
fcis-15815	50	7	organized	organize	VERB
fcis-15815	50	8	as	as	SCONJ
fcis-15815	50	9	follows	follow	VERB
fcis-15815	50	10	:	:	PUNCT
fcis-15815	50	11	section	section	PROPN
fcis-15815	50	12	ii	ii	PROPN
fcis-15815	50	13	introduces	introduce	VERB
fcis-15815	50	14	the	the	DET
fcis-15815	50	15	background	background	NOUN
fcis-15815	50	16	knowledge	knowledge	NOUN
fcis-15815	50	17	used	use	VERB
fcis-15815	50	18	in	in	ADP
fcis-15815	50	19	some	some	DET
fcis-15815	50	20	schemes	scheme	NOUN
fcis-15815	50	21	.	.	PUNCT
fcis-15815	51	1	in	in	ADP
fcis-15815	51	2	section	section	PROPN
fcis-15815	51	3	iii	iii	PROPN
fcis-15815	51	4	,	,	PUNCT
fcis-15815	51	5	we	we	PRON
fcis-15815	51	6	discuss	discuss	VERB
fcis-15815	51	7	related	related	ADJ
fcis-15815	51	8	work	work	NOUN
fcis-15815	51	9	.	.	PUNCT
fcis-15815	52	1	section	section	NOUN
fcis-15815	52	2	iv	iv	NUM
fcis-15815	52	3	clarifies	clarify	VERB
fcis-15815	52	4	our	our	PRON
fcis-15815	52	5	detailed	detailed	ADJ
fcis-15815	52	6	approach	approach	NOUN
fcis-15815	52	7	and	and	CCONJ
fcis-15815	52	8	presents	present	VERB
fcis-15815	52	9	the	the	DET
fcis-15815	52	10	experimental	experimental	ADJ
fcis-15815	52	11	implementation	implementation	NOUN
fcis-15815	52	12	in	in	ADP
fcis-15815	52	13	section	section	NOUN
fcis-15815	52	14	v.	v.	CCONJ
fcis-15815	52	15	finally	finally	ADV
fcis-15815	52	16	,	,	PUNCT
fcis-15815	52	17	a	a	DET
fcis-15815	52	18	conclusion	conclusion	NOUN
fcis-15815	52	19	of	of	ADP
fcis-15815	52	20	the	the	DET
fcis-15815	52	21	full	full	ADJ
fcis-15815	52	22	text	text	NOUN
fcis-15815	52	23	is	be	AUX
fcis-15815	52	24	given	give	VERB
fcis-15815	52	25	in	in	ADP
fcis-15815	52	26	section	section	NOUN
fcis-15815	52	27	vi	vi	PROPN
fcis-15815	52	28	.	.	PROPN
fcis-15815	52	29	2	2	NUM
fcis-15815	52	30	.	.	X
fcis-15815	52	31	background	background	NOUN
fcis-15815	52	32	2.1	2.1	NUM
fcis-15815	52	33	.	.	PUNCT
fcis-15815	53	1	csi	csi	PROPN
fcis-15815	53	2	(	(	PUNCT
fcis-15815	53	3	channel	channel	NOUN
fcis-15815	53	4	state	state	NOUN
fcis-15815	53	5	information	information	NOUN
fcis-15815	53	6	)	)	PUNCT
fcis-15815	53	7	in	in	ADP
fcis-15815	53	8	wireless	wireless	ADJ
fcis-15815	53	9	communication	communication	NOUN
fcis-15815	53	10	systems	system	NOUN
fcis-15815	53	11	,	,	PUNCT
fcis-15815	53	12	csi	csi	PROPN
fcis-15815	53	13	reveals	reveal	VERB
fcis-15815	53	14	the	the	DET
fcis-15815	53	15	channel	channel	NOUN
fcis-15815	53	16	response	response	NOUN
fcis-15815	53	17	characteristics	characteristic	NOUN
fcis-15815	53	18	of	of	ADP
fcis-15815	53	19	transmission	transmission	NOUN
fcis-15815	53	20	links	link	NOUN
fcis-15815	53	21	,	,	PUNCT
fcis-15815	53	22	including	include	VERB
fcis-15815	53	23	the	the	DET
fcis-15815	53	24	combined	combine	VERB
fcis-15815	53	25	effects	effect	NOUN
fcis-15815	53	26	of	of	ADP
fcis-15815	53	27	scattering	scattering	NOUN
fcis-15815	53	28	,	,	PUNCT
fcis-15815	53	29	fading	fading	NOUN
fcis-15815	53	30	,	,	PUNCT
fcis-15815	53	31	and	and	CCONJ
fcis-15815	53	32	power	power	NOUN
fcis-15815	53	33	attenuation	attenuation	NOUN
fcis-15815	53	34	.	.	PUNCT
fcis-15815	54	1	on	on	ADP
fcis-15815	54	2	a	a	DET
fcis-15815	54	3	2.4ghz	2.4ghz	NUM
fcis-15815	54	4	frequency	frequency	NOUN
fcis-15815	54	5	band	band	NOUN
fcis-15815	54	6	with	with	ADP
fcis-15815	54	7	a	a	DET
fcis-15815	54	8	bandwidth	bandwidth	NOUN
fcis-15815	54	9	of	of	ADP
fcis-15815	54	10	20mhz	20mhz	NOUN
fcis-15815	54	11	,	,	PUNCT
fcis-15815	54	12	the	the	DET
fcis-15815	54	13	csi	csi	PROPN
fcis-15815	54	14	measurement	measurement	NOUN
fcis-15815	54	15	consists	consist	VERB
fcis-15815	54	16	of	of	ADP
fcis-15815	54	17	30	30	NUM
fcis-15815	54	18	complex	complex	ADJ
fcis-15815	54	19	values	value	NOUN
fcis-15815	54	20	,	,	PUNCT
fcis-15815	54	21	where	where	SCONJ
fcis-15815	54	22	each	each	DET
fcis-15815	54	23	complex	complex	ADJ
fcis-15815	54	24	value	value	NOUN
fcis-15815	54	25	corresponds	correspond	VERB
fcis-15815	54	26	to	to	ADP
fcis-15815	54	27	a	a	DET
fcis-15815	54	28	selected	select	VERB
fcis-15815	54	29	subcarrier	subcarrier	NOUN
fcis-15815	54	30	.	.	PUNCT
fcis-15815	55	1	so	so	ADV
fcis-15815	55	2	,	,	PUNCT
fcis-15815	55	3	for	for	ADP
fcis-15815	55	4	the	the	DET
fcis-15815	55	5	received	receive	VERB
fcis-15815	55	6	802.11	802.11	NUM
fcis-15815	55	7	frame	frame	NOUN
fcis-15815	55	8	,	,	PUNCT
fcis-15815	55	9	there	there	PRON
fcis-15815	55	10	are	be	VERB
fcis-15815	55	11	30×ntx×nrx	30×ntx×nrx	NUM
fcis-15815	55	12	csi	csi	PROPN
fcis-15815	55	13	streams	stream	NOUN
fcis-15815	55	14	,	,	PUNCT
fcis-15815	55	15	where	where	SCONJ
fcis-15815	55	16	ntx	ntx	NOUN
fcis-15815	55	17	and	and	CCONJ
fcis-15815	55	18	nrx	nrx	NOUN
fcis-15815	55	19	are	be	AUX
fcis-15815	55	20	the	the	DET
fcis-15815	55	21	number	number	NOUN
fcis-15815	55	22	of	of	ADP
fcis-15815	55	23	transmit	transmit	NOUN
fcis-15815	55	24	antennas	antenna	NOUN
fcis-15815	55	25	and	and	CCONJ
fcis-15815	55	26	receive	receive	VERB
fcis-15815	55	27	antennas	antenna	NOUN
fcis-15815	55	28	,	,	PUNCT
fcis-15815	55	29	which	which	PRON
fcis-15815	55	30	also	also	ADV
fcis-15815	55	31	record	record	VERB
fcis-15815	55	32	the	the	DET
fcis-15815	55	33	amplitude	amplitude	NOUN
fcis-15815	55	34	and	and	CCONJ
fcis-15815	55	35	phase	phase	NOUN
fcis-15815	55	36	of	of	ADP
fcis-15815	55	37	ofdm	ofdm	NOUN
fcis-15815	55	38	subcarriers	subcarrier	NOUN
fcis-15815	55	39	.	.	PUNCT
fcis-15815	56	1	in	in	ADP
fcis-15815	56	2	the	the	DET
fcis-15815	56	3	frequency	frequency	NOUN
fcis-15815	56	4	domain	domain	NOUN
fcis-15815	56	5	,	,	PUNCT
fcis-15815	56	6	a	a	DET
fcis-15815	56	7	wireless	wireless	ADJ
fcis-15815	56	8	channel	channel	NOUN
fcis-15815	56	9	can	can	AUX
fcis-15815	56	10	be	be	AUX
fcis-15815	56	11	described	describe	VERB
fcis-15815	56	12	as	as	ADP
fcis-15815	56	13	y	y	PROPN
fcis-15815	56	14	h	h	NOUN
fcis-15815	56	15	x	x	VERB
fcis-15815	56	16	w	w	INTJ
fcis-15815	56	17	,	,	PUNCT
fcis-15815	56	18	where	where	SCONJ
fcis-15815	56	19	x	x	PUNCT
fcis-15815	56	20	and	and	CCONJ
fcis-15815	56	21	y	y	PROPN
fcis-15815	56	22	are	be	AUX
fcis-15815	56	23	received	receive	VERB
fcis-15815	56	24	and	and	CCONJ
fcis-15815	56	25	transmitted	transmit	VERB
fcis-15815	56	26	signal	signal	NOUN
fcis-15815	56	27	vectors	vector	NOUN
fcis-15815	56	28	,	,	PUNCT
fcis-15815	56	29	respectively	respectively	ADV
fcis-15815	56	30	,	,	PUNCT
fcis-15815	56	31	h	h	PROPN
fcis-15815	56	32	is	be	AUX
fcis-15815	56	33	a	a	DET
fcis-15815	56	34	channel	channel	NOUN
fcis-15815	56	35	matrix	matrix	NOUN
fcis-15815	56	36	expressed	express	VERB
fcis-15815	56	37	in	in	ADP
fcis-15815	56	38	csi	csi	PROPN
fcis-15815	56	39	format	format	NOUN
fcis-15815	56	40	,	,	PUNCT
fcis-15815	56	41	and	and	CCONJ
fcis-15815	56	42	w	w	NOUN
fcis-15815	56	43	is	be	AUX
fcis-15815	56	44	an	an	DET
fcis-15815	56	45	additive	additive	ADJ
fcis-15815	56	46	gaussian	gaussian	ADJ
fcis-15815	56	47	white	white	PROPN
fcis-15815	56	48	noise	noise	PROPN
fcis-15815	56	49	vector	vector	NOUN
fcis-15815	56	50	.	.	PUNCT
fcis-15815	57	1	the	the	DET
fcis-15815	57	2	csi	csi	PROPN
fcis-15815	57	3	stream	stream	NOUN
fcis-15815	57	4	for	for	ADP
fcis-15815	57	5	the	the	DET
fcis-15815	57	6	kth	kth	PROPN
fcis-15815	57	7	subcarrier	subcarrier	NOUN
fcis-15815	57	8	between	between	ADP
fcis-15815	57	9	the	the	DET
fcis-15815	57	10	ith	ith	PROPN
fcis-15815	57	11	transmit	transmit	NOUN
fcis-15815	57	12	antenna	antenna	NOUN
fcis-15815	57	13	and	and	CCONJ
fcis-15815	57	14	the	the	DET
fcis-15815	57	15	jth	jth	PROPN
fcis-15815	57	16	receive	receive	VERB
fcis-15815	57	17	antennas	antenna	NOUN
fcis-15815	57	18	can	can	AUX
fcis-15815	57	19	be	be	AUX
fcis-15815	57	20	expressed	express	VERB
fcis-15815	57	21	as	as	ADP
fcis-15815	57	22	h	h	NOUN
fcis-15815	57	23	,	,	PUNCT
fcis-15815	57	24	,	,	PUNCT
fcis-15815	57	25	|h|e	|h|e	PROPN
fcis-15815	57	26	,	,	PUNCT
fcis-15815	57	27	,	,	PUNCT
fcis-15815	57	28	,	,	PUNCT
fcis-15815	57	29	where	where	SCONJ
fcis-15815	57	30	|h|	|h|	PROPN
fcis-15815	57	31	is	be	AUX
fcis-15815	57	32	the	the	DET
fcis-15815	57	33	amplitude	amplitude	NOUN
fcis-15815	57	34	and	and	CCONJ
fcis-15815	57	35	φk	φk	ADP
fcis-15815	57	36	,	,	PUNCT
fcis-15815	57	37	i	i	PRON
fcis-15815	57	38	,	,	PUNCT
fcis-15815	57	39	j	j	PROPN
fcis-15815	57	40	is	be	AUX
fcis-15815	57	41	the	the	DET
fcis-15815	57	42	phase	phase	NOUN
fcis-15815	57	43	part	part	NOUN
fcis-15815	57	44	of	of	ADP
fcis-15815	57	45	subcarrier	subcarrier	NOUN
fcis-15815	57	46	k.	k.	PROPN
fcis-15815	57	47	2.2	2.2	NUM
fcis-15815	57	48	.	.	PUNCT
fcis-15815	58	1	phase	phase	NOUN
fcis-15815	58	2	error	error	NOUN
fcis-15815	58	3	for	for	ADP
fcis-15815	58	4	the	the	DET
fcis-15815	58	5	ofdm	ofdm	NOUN
fcis-15815	58	6	system	system	NOUN
fcis-15815	58	7	,	,	PUNCT
fcis-15815	58	8	due	due	ADP
fcis-15815	58	9	to	to	ADP
fcis-15815	58	10	reasons	reason	NOUN
fcis-15815	58	11	such	such	ADJ
fcis-15815	58	12	as	as	ADP
fcis-15815	58	13	i	i	PROPN
fcis-15815	58	14	/	/	SYM
fcis-15815	58	15	q	q	NOUN
fcis-15815	58	16	imbalance	imbalance	NOUN
fcis-15815	58	17	and	and	CCONJ
fcis-15815	58	18	an	an	DET
fcis-15815	58	19	imperfect	imperfect	ADJ
fcis-15815	58	20	oscillator	oscillator	NOUN
fcis-15815	58	21	,	,	PUNCT
fcis-15815	58	22	the	the	DET
fcis-15815	58	23	phases	phase	NOUN
fcis-15815	58	24	at	at	ADP
fcis-15815	58	25	the	the	DET
fcis-15815	58	26	receiver	receiver	NOUN
fcis-15815	58	27	and	and	CCONJ
fcis-15815	58	28	the	the	DET
fcis-15815	58	29	transmitter	transmitter	NOUN
fcis-15815	58	30	exhibit	exhibit	VERB
fcis-15815	58	31	a	a	DET
fcis-15815	58	32	non	non	ADJ
fcis-15815	58	33	-	-	ADJ
fcis-15815	58	34	linear	linear	ADJ
fcis-15815	58	35	offset	offset	NOUN
fcis-15815	58	36	,	,	PUNCT
fcis-15815	58	37	that	that	ADV
fcis-15815	58	38	is	is	ADV
fcis-15815	58	39	,	,	PUNCT
fcis-15815	58	40	phase	phase	NOUN
fcis-15815	58	41	error	error	NOUN
fcis-15815	58	42	occurs	occur	VERB
fcis-15815	58	43	.	.	PUNCT
fcis-15815	59	1	a	a	DET
fcis-15815	59	2	previous	previous	ADJ
fcis-15815	59	3	study	study	NOUN
fcis-15815	59	4	[	[	X
fcis-15815	59	5	6	6	NUM
fcis-15815	59	6	]	]	PUNCT
fcis-15815	59	7	confirmed	confirm	VERB
fcis-15815	59	8	that	that	SCONJ
fcis-15815	59	9	the	the	DET
fcis-15815	59	10	phase	phase	NOUN
fcis-15815	59	11	error	error	NOUN
fcis-15815	59	12	θ	θ	NOUN
fcis-15815	59	13	caused	cause	VERB
fcis-15815	59	14	by	by	ADP
fcis-15815	59	15	i	i	PRON
fcis-15815	59	16	/	/	SYM
fcis-15815	59	17	q	q	NOUN
fcis-15815	59	18	imbalance	imbalance	NOUN
fcis-15815	59	19	can	can	AUX
fcis-15815	59	20	be	be	AUX
fcis-15815	59	21	expressed	express	VERB
fcis-15815	59	22	as	as	ADP
fcis-15815	59	23	:	:	PUNCT
fcis-15815	59	24	θ	θ	PROPN
fcis-15815	59	25	ϕ	ϕ	PROPN
fcis-15815	59	26	ω	ω	NUM
fcis-15815	59	27	α	α	NOUN
fcis-15815	59	28	β	β	X
fcis-15815	59	29	ψ	ψ	X
fcis-15815	59	30	where	where	SCONJ
fcis-15815	59	31	,	,	PUNCT
fcis-15815	59	32	ω	ω	PROPN
fcis-15815	59	33	and	and	CCONJ
fcis-15815	59	34	ϕ	ϕ	PROPN
fcis-15815	59	35	represent	represent	VERB
fcis-15815	59	36	the	the	DET
fcis-15815	59	37	signal	signal	ADJ
fcis-15815	59	38	phases	phase	NOUN
fcis-15815	59	39	at	at	ADP
fcis-15815	59	40	the	the	DET
fcis-15815	59	41	transmitter	transmitter	NOUN
fcis-15815	59	42	and	and	CCONJ
fcis-15815	59	43	receiver	receiver	NOUN
fcis-15815	59	44	of	of	ADP
fcis-15815	59	45	the	the	DET
fcis-15815	59	46	device	device	NOUN
fcis-15815	59	47	.	.	PUNCT
fcis-15815	60	1	α	α	PRON
fcis-15815	60	2	is	be	AUX
fcis-15815	60	3	the	the	DET
fcis-15815	60	4	phase	phase	NOUN
fcis-15815	60	5	shift	shift	NOUN
fcis-15815	60	6	due	due	ADJ
fcis-15815	60	7	to	to	ADP
fcis-15815	60	8	sampling	sample	VERB
fcis-15815	60	9	frequency	frequency	NOUN
fcis-15815	60	10	offset	offset	NOUN
fcis-15815	60	11	(	(	PUNCT
fcis-15815	60	12	sfo	sfo	PROPN
fcis-15815	60	13	)	)	PUNCT
fcis-15815	60	14	.	.	PUNCT
fcis-15815	61	1	β	β	X
fcis-15815	61	2	is	be	AUX
fcis-15815	61	3	the	the	DET
fcis-15815	61	4	offset	offset	NOUN
fcis-15815	61	5	due	due	ADP
fcis-15815	61	6	to	to	ADP
fcis-15815	61	7	frame	frame	NOUN
fcis-15815	61	8	detection	detection	NOUN
fcis-15815	61	9	delay	delay	NOUN
fcis-15815	61	10	(	(	PUNCT
fcis-15815	61	11	fdd	fdd	PROPN
fcis-15815	61	12	)	)	PUNCT
fcis-15815	61	13	.	.	PUNCT
fcis-15815	62	1	ψ	ψ	X
fcis-15815	62	2	is	be	AUX
fcis-15815	62	3	the	the	DET
fcis-15815	62	4	phase	phase	NOUN
fcis-15815	62	5	shift	shift	NOUN
fcis-15815	62	6	due	due	ADP
fcis-15815	62	7	to	to	ADP
fcis-15815	62	8	time	time	NOUN
fcis-15815	62	9	of	of	ADP
fcis-15815	62	10	flight	flight	NOUN
fcis-15815	62	11	(	(	PUNCT
fcis-15815	62	12	tof	tof	PROPN
fcis-15815	62	13	)	)	PUNCT
fcis-15815	62	14	.	.	PUNCT
fcis-15815	63	1	2.3	2.3	NUM
fcis-15815	63	2	.	.	PUNCT
fcis-15815	63	3	ofdm	ofdm	NOUN
fcis-15815	63	4	system	system	NOUN
fcis-15815	63	5	ofdm	ofdm	NOUN
fcis-15815	63	6	:	:	PUNCT
fcis-15815	63	7	by	by	ADP
fcis-15815	63	8	turning	turn	VERB
fcis-15815	63	9	high	high	ADJ
fcis-15815	63	10	-	-	PUNCT
fcis-15815	63	11	speed	speed	NOUN
fcis-15815	63	12	large	large	ADJ
fcis-15815	63	13	data	datum	NOUN
fcis-15815	63	14	streams	stream	NOUN
fcis-15815	63	15	into	into	ADP
fcis-15815	63	16	parallel	parallel	ADJ
fcis-15815	63	17	low	low	ADJ
fcis-15815	63	18	-	-	PUNCT
fcis-15815	63	19	speed	speed	NOUN
fcis-15815	63	20	data	datum	NOUN
fcis-15815	63	21	streams	stream	VERB
fcis-15815	63	22	through	through	ADP
fcis-15815	63	23	several	several	ADJ
fcis-15815	63	24	orthogonal	orthogonal	ADJ
fcis-15815	63	25	subcarriers	subcarrier	NOUN
fcis-15815	63	26	,	,	PUNCT
fcis-15815	63	27	ofdm	ofdm	PROPN
fcis-15815	63	28	has	have	VERB
fcis-15815	63	29	stronger	strong	ADJ
fcis-15815	63	30	anti	anti	ADJ
fcis-15815	63	31	-	-	ADJ
fcis-15815	63	32	multipath	multipath	ADJ
fcis-15815	63	33	interference	interference	NOUN
fcis-15815	63	34	capabilities	capability	NOUN
fcis-15815	63	35	,	,	PUNCT
fcis-15815	63	36	so	so	ADV
fcis-15815	63	37	the	the	DET
fcis-15815	63	38	latest	late	ADJ
fcis-15815	63	39	version	version	NOUN
fcis-15815	63	40	of	of	ADP
fcis-15815	63	41	the	the	DET
fcis-15815	63	42	802.11	802.11	NUM
fcis-15815	63	43	protocol	protocol	NOUN
fcis-15815	63	44	also	also	ADV
fcis-15815	63	45	uses	use	VERB
fcis-15815	63	46	this	this	DET
fcis-15815	63	47	technology	technology	NOUN
fcis-15815	63	48	.	.	PUNCT
fcis-15815	64	1	wifi	wifi	NOUN
fcis-15815	64	2	rf	rf	NOUN
fcis-15815	64	3	components	component	NOUN
fcis-15815	64	4	:	:	PUNCT
fcis-15815	64	5	this	this	PRON
fcis-15815	64	6	mainly	mainly	ADV
fcis-15815	64	7	includes	include	VERB
fcis-15815	64	8	the	the	DET
fcis-15815	64	9	transmitter	transmitter	NOUN
fcis-15815	64	10	,	,	PUNCT
fcis-15815	64	11	antenna	antenna	NOUN
fcis-15815	64	12	and	and	CCONJ
fcis-15815	64	13	receiver	receiver	NOUN
fcis-15815	64	14	(	(	PUNCT
fcis-15815	64	15	fig	fig	NOUN
fcis-15815	64	16	.1	.1	NUM
fcis-15815	64	17	)	)	PUNCT
fcis-15815	64	18	.	.	PUNCT
fcis-15815	65	1	1	1	X
fcis-15815	65	2	)	)	PUNCT
fcis-15815	65	3	transmitter	transmitter	NOUN
fcis-15815	65	4	:	:	PUNCT
fcis-15815	65	5	after	after	ADP
fcis-15815	65	6	receiving	receive	VERB
fcis-15815	65	7	the	the	DET
fcis-15815	65	8	data	datum	NOUN
fcis-15815	65	9	,	,	PUNCT
fcis-15815	65	10	it	it	PRON
fcis-15815	65	11	uses	use	VERB
fcis-15815	65	12	modulation	modulation	NOUN
fcis-15815	65	13	technology	technology	NOUN
fcis-15815	65	14	to	to	PART
fcis-15815	65	15	modify	modify	VERB
fcis-15815	65	16	the	the	DET
fcis-15815	65	17	ac	ac	PROPN
fcis-15815	65	18	signal	signal	NOUN
fcis-15815	65	19	,	,	PUNCT
fcis-15815	65	20	encodes	encode	VERB
fcis-15815	65	21	the	the	DET
fcis-15815	65	22	data	datum	NOUN
fcis-15815	65	23	into	into	ADP
fcis-15815	65	24	the	the	DET
fcis-15815	65	25	signal	signal	NOUN
fcis-15815	65	26	and	and	CCONJ
fcis-15815	65	27	transmits	transmit	VERB
fcis-15815	65	28	it	it	PRON
fcis-15815	65	29	to	to	ADP
fcis-15815	65	30	the	the	DET
fcis-15815	65	31	antenna	antenna	NOUN
fcis-15815	65	32	through	through	ADP
fcis-15815	65	33	the	the	DET
fcis-15815	65	34	cable	cable	NOUN
fcis-15815	65	35	.	.	PUNCT
fcis-15815	66	1	the	the	DET
fcis-15815	66	2	fingerprint	fingerprint	NOUN
fcis-15815	66	3	information	information	NOUN
fcis-15815	66	4	such	such	ADJ
fcis-15815	66	5	as	as	ADP
fcis-15815	66	6	cpe	cpe	NOUN
fcis-15815	66	7	and	and	CCONJ
fcis-15815	66	8	cfo	cfo	VERB
fcis-15815	66	9	we	we	PRON
fcis-15815	66	10	mentioned	mention	VERB
fcis-15815	66	11	records	record	VERB
fcis-15815	66	12	the	the	DET
fcis-15815	66	13	initial	initial	ADJ
fcis-15815	66	14	state	state	NOUN
fcis-15815	66	15	of	of	ADP
fcis-15815	66	16	the	the	DET
fcis-15815	66	17	transmitter	transmitter	NOUN
fcis-15815	66	18	as	as	ADP
fcis-15815	66	19	the	the	DET
fcis-15815	66	20	starting	start	VERB
fcis-15815	66	21	state	state	NOUN
fcis-15815	66	22	,	,	PUNCT
fcis-15815	66	23	thereby	thereby	ADV
fcis-15815	66	24	describing	describe	VERB
fcis-15815	66	25	the	the	DET
fcis-15815	66	26	entire	entire	ADJ
fcis-15815	66	27	offset	offset	NOUN
fcis-15815	66	28	trajectory	trajectory	NOUN
fcis-15815	66	29	.	.	PUNCT
fcis-15815	67	1	2	2	NUM
fcis-15815	67	2	)	)	PUNCT
fcis-15815	67	3	antenna	antenna	NOUN
fcis-15815	67	4	:	:	PUNCT
fcis-15815	67	5	the	the	DET
fcis-15815	67	6	antenna	antenna	NOUN
fcis-15815	67	7	is	be	AUX
fcis-15815	67	8	divided	divide	VERB
fcis-15815	67	9	into	into	ADP
fcis-15815	67	10	a	a	DET
fcis-15815	67	11	transmitter	transmitter	NOUN
fcis-15815	67	12	antenna	antenna	NOUN
fcis-15815	67	13	and	and	CCONJ
fcis-15815	67	14	a	a	DET
fcis-15815	67	15	receiver	receiver	ADJ
fcis-15815	67	16	antenna	antenna	NOUN
fcis-15815	67	17	.	.	PUNCT
fcis-15815	68	1	the	the	DET
fcis-15815	68	2	transmitter	transmitter	NOUN
fcis-15815	68	3	antenna	antenna	NOUN
fcis-15815	68	4	collects	collect	VERB
fcis-15815	68	5	the	the	DET
fcis-15815	68	6	ac	ac	PROPN
fcis-15815	68	7	signals	signal	NOUN
fcis-15815	68	8	transmitted	transmit	VERB
fcis-15815	68	9	by	by	ADP
fcis-15815	68	10	the	the	DET
fcis-15815	68	11	transmitter	transmitter	NOUN
fcis-15815	68	12	and	and	CCONJ
fcis-15815	68	13	radiates	radiate	VERB
fcis-15815	68	14	the	the	DET
fcis-15815	68	15	radio	radio	NOUN
fcis-15815	68	16	frequency	frequency	NOUN
fcis-15815	68	17	waves	wave	NOUN
fcis-15815	68	18	;	;	PUNCT
fcis-15815	68	19	the	the	DET
fcis-15815	68	20	receiver	receiver	ADJ
fcis-15815	68	21	antenna	antenna	NOUN
fcis-15815	68	22	captures	capture	VERB
fcis-15815	68	23	the	the	DET
fcis-15815	68	24	radio	radio	NOUN
fcis-15815	68	25	frequency	frequency	NOUN
fcis-15815	68	26	waves	wave	NOUN
fcis-15815	68	27	in	in	ADP
fcis-15815	68	28	the	the	DET
fcis-15815	68	29	air	air	NOUN
fcis-15815	68	30	and	and	CCONJ
fcis-15815	68	31	conducts	conduct	VERB
fcis-15815	68	32	the	the	DET
fcis-15815	68	33	ac	ac	PROPN
fcis-15815	68	34	signals	signal	NOUN
fcis-15815	68	35	to	to	ADP
fcis-15815	68	36	the	the	DET
fcis-15815	68	37	receiver	receiver	NOUN
fcis-15815	68	38	.	.	PUNCT
fcis-15815	69	1	in	in	ADP
fcis-15815	69	2	modern	modern	ADJ
fcis-15815	69	3	mimo	mimo	PROPN
fcis-15815	69	4	systems	systems	PROPN
fcis-15815	69	5	,	,	PUNCT
fcis-15815	69	6	devices	device	NOUN
fcis-15815	69	7	often	often	ADV
fcis-15815	69	8	contain	contain	VERB
fcis-15815	69	9	multiple	multiple	ADJ
fcis-15815	69	10	sets	set	NOUN
fcis-15815	69	11	of	of	ADP
fcis-15815	69	12	transmitter	transmitter	NOUN
fcis-15815	69	13	and	and	CCONJ
fcis-15815	69	14	receiver	receiver	NOUN
fcis-15815	69	15	antennas	antenna	NOUN
fcis-15815	69	16	.	.	PUNCT
fcis-15815	70	1	3	3	X
fcis-15815	70	2	)	)	PUNCT
fcis-15815	70	3	receiver	receiver	NOUN
fcis-15815	70	4	:	:	PUNCT
fcis-15815	70	5	obtain	obtain	VERB
fcis-15815	70	6	the	the	DET
fcis-15815	70	7	carrier	carrier	NOUN
fcis-15815	70	8	signal	signal	NOUN
fcis-15815	70	9	received	receive	VERB
fcis-15815	70	10	by	by	ADP
fcis-15815	70	11	the	the	DET
fcis-15815	70	12	antenna	antenna	NOUN
fcis-15815	70	13	and	and	CCONJ
fcis-15815	70	14	convert	convert	VERB
fcis-15815	70	15	the	the	DET
fcis-15815	70	16	signal	signal	NOUN
fcis-15815	70	17	into	into	ADP
fcis-15815	70	18	data	datum	NOUN
fcis-15815	70	19	.	.	PUNCT
fcis-15815	71	1	during	during	ADP
fcis-15815	71	2	the	the	DET
fcis-15815	71	3	signal	signal	ADJ
fcis-15815	71	4	transmission	transmission	NOUN
fcis-15815	71	5	process	process	NOUN
fcis-15815	71	6	,	,	PUNCT
fcis-15815	71	7	due	due	ADP
fcis-15815	71	8	to	to	ADP
fcis-15815	71	9	inevitable	inevitable	ADJ
fcis-15815	71	10	factors	factor	NOUN
fcis-15815	71	11	such	such	ADJ
fcis-15815	71	12	as	as	ADP
fcis-15815	71	13	hardware	hardware	NOUN
fcis-15815	71	14	defects	defect	NOUN
fcis-15815	71	15	or	or	CCONJ
fcis-15815	71	16	unstable	unstable	ADJ
fcis-15815	71	17	transmission	transmission	NOUN
fcis-15815	71	18	environment	environment	NOUN
fcis-15815	71	19	,	,	PUNCT
fcis-15815	71	20	some	some	DET
fcis-15815	71	21	errors	error	NOUN
fcis-15815	71	22	or	or	CCONJ
fcis-15815	71	23	offsets	offset	NOUN
fcis-15815	71	24	are	be	AUX
fcis-15815	71	25	often	often	ADV
fcis-15815	71	26	caused	cause	VERB
fcis-15815	71	27	,	,	PUNCT
fcis-15815	71	28	and	and	CCONJ
fcis-15815	71	29	they	they	PRON
fcis-15815	71	30	are	be	AUX
fcis-15815	71	31	often	often	ADV
fcis-15815	71	32	recorded	record	VERB
fcis-15815	71	33	in	in	ADP
fcis-15815	71	34	the	the	DET
fcis-15815	71	35	receiver	receiver	NOUN
fcis-15815	71	36	of	of	ADP
fcis-15815	71	37	the	the	DET
fcis-15815	71	38	wireless	wireless	ADJ
fcis-15815	71	39	device	device	NOUN
fcis-15815	71	40	.	.	PUNCT
fcis-15815	72	1	fig	fig	NOUN
fcis-15815	72	2	1	1	NUM
fcis-15815	72	3	.	.	PUNCT
fcis-15815	72	4	wifi	wifi	NOUN
fcis-15815	72	5	rf	rf	NOUN
fcis-15815	72	6	components	component	NOUN
fcis-15815	72	7	3	3	NUM
fcis-15815	72	8	.	.	PUNCT
fcis-15815	72	9	related	relate	VERB
fcis-15815	72	10	work	work	NOUN
fcis-15815	72	11	in	in	ADP
fcis-15815	72	12	recent	recent	ADJ
fcis-15815	72	13	years	year	NOUN
fcis-15815	72	14	,	,	PUNCT
fcis-15815	72	15	more	more	ADJ
fcis-15815	72	16	and	and	CCONJ
fcis-15815	72	17	more	more	ADJ
fcis-15815	72	18	authentication	authentication	NOUN
fcis-15815	72	19	schemes	scheme	NOUN
fcis-15815	72	20	based	base	VERB
fcis-15815	72	21	on	on	ADP
fcis-15815	72	22	device	device	NOUN
fcis-15815	72	23	fingerprints	fingerprint	NOUN
fcis-15815	72	24	have	have	AUX
fcis-15815	72	25	been	be	AUX
fcis-15815	72	26	proposed	propose	VERB
fcis-15815	72	27	.	.	PUNCT
fcis-15815	73	1	the	the	DET
fcis-15815	73	2	key	key	NOUN
fcis-15815	73	3	to	to	ADP
fcis-15815	73	4	achieving	achieve	VERB
fcis-15815	73	5	continuous	continuous	ADJ
fcis-15815	73	6	authentication	authentication	NOUN
fcis-15815	73	7	is	be	AUX
fcis-15815	73	8	to	to	PART
fcis-15815	73	9	find	find	VERB
fcis-15815	73	10	a	a	DET
fcis-15815	73	11	reliable	reliable	ADJ
fcis-15815	73	12	and	and	CCONJ
fcis-15815	73	13	valid	valid	ADJ
fcis-15815	73	14	fingerprint	fingerprint	NOUN
fcis-15815	73	15	.	.	PUNCT
fcis-15815	74	1	as	as	SCONJ
fcis-15815	74	2	mentioned	mention	VERB
fcis-15815	74	3	above	above	ADV
fcis-15815	74	4	,	,	PUNCT
fcis-15815	74	5	current	current	ADJ
fcis-15815	74	6	detection	detection	NOUN
fcis-15815	74	7	solutions	solution	NOUN
fcis-15815	74	8	are	be	AUX
fcis-15815	74	9	mainly	mainly	ADV
fcis-15815	74	10	studied	study	VERB
fcis-15815	74	11	from	from	ADP
fcis-15815	74	12	two	two	NUM
fcis-15815	74	13	aspects	aspect	NOUN
fcis-15815	74	14	:	:	PUNCT
fcis-15815	74	15	non	non	ADJ
fcis-15815	74	16	-	-	ADJ
fcis-15815	74	17	hardwarebased	hardwarebase	VERB
fcis-15815	74	18	rap	rap	NOUN
fcis-15815	74	19	detection	detection	NOUN
fcis-15815	74	20	and	and	CCONJ
fcis-15815	74	21	hardware	hardware	NOUN
fcis-15815	74	22	-	-	PUNCT
fcis-15815	74	23	based	base	VERB
fcis-15815	74	24	rap	rap	NOUN
fcis-15815	74	25	detection	detection	NOUN
fcis-15815	74	26	the	the	DET
fcis-15815	74	27	initial	initial	ADJ
fcis-15815	74	28	research	research	NOUN
fcis-15815	74	29	work	work	NOUN
fcis-15815	74	30	on	on	ADP
fcis-15815	74	31	rap	rap	NOUN
fcis-15815	74	32	attack	attack	NOUN
fcis-15815	74	33	detection	detection	NOUN
fcis-15815	74	34	mainly	mainly	ADV
fcis-15815	74	35	focused	focus	VERB
fcis-15815	74	36	on	on	ADP
fcis-15815	74	37	non	non	ADJ
fcis-15815	74	38	-	-	ADJ
fcis-15815	74	39	hardware	hardware	NOUN
fcis-15815	74	40	-	-	PUNCT
fcis-15815	74	41	based	base	VERB
fcis-15815	74	42	device	device	NOUN
fcis-15815	74	43	detection	detection	NOUN
fcis-15815	74	44	,	,	PUNCT
fcis-15815	74	45	mainly	mainly	ADV
fcis-15815	74	46	detecting	detect	VERB
fcis-15815	74	47	devices	device	NOUN
fcis-15815	74	48	through	through	ADP
fcis-15815	74	49	traffic	traffic	NOUN
fcis-15815	74	50	characteristics	characteristic	NOUN
fcis-15815	74	51	,	,	PUNCT
fcis-15815	74	52	behavioral	behavioral	ADJ
fcis-15815	74	53	characteristics	characteristic	NOUN
fcis-15815	74	54	,	,	PUNCT
fcis-15815	74	55	topology	topology	NOUN
fcis-15815	74	56	structure	structure	NOUN
fcis-15815	74	57	,	,	PUNCT
fcis-15815	74	58	and	and	CCONJ
fcis-15815	74	59	other	other	ADJ
fcis-15815	74	60	network	network	NOUN
fcis-15815	74	61	layer	layer	NOUN
fcis-15815	74	62	or	or	CCONJ
fcis-15815	74	63	link	link	VERB
fcis-15815	74	64	layer	layer	NOUN
fcis-15815	74	65	characteristics	characteristic	NOUN
fcis-15815	74	66	.	.	PUNCT
fcis-15815	75	1	for	for	ADP
fcis-15815	75	2	example	example	NOUN
fcis-15815	75	3	,	,	PUNCT
fcis-15815	75	4	corbett	corbett	PROPN
fcis-15815	75	5	et	et	PROPN
fcis-15815	75	6	al	al	PROPN
fcis-15815	75	7	.	.	PUNCT
fcis-15815	76	1	[	[	X
fcis-15815	76	2	3	3	NUM
fcis-15815	76	3	]	]	PUNCT
fcis-15815	76	4	,	,	PUNCT
fcis-15815	76	5	utilized	utilize	VERB
fcis-15815	76	6	the	the	DET
fcis-15815	76	7	transmission	transmission	NOUN
fcis-15815	76	8	rate	rate	NOUN
fcis-15815	76	9	of	of	ADP
fcis-15815	76	10	the	the	DET
fcis-15815	76	11	phy	phy	NOUN
fcis-15815	76	12	layer	layer	NOUN
fcis-15815	76	13	as	as	ADP
fcis-15815	76	14	a	a	DET
fcis-15815	76	15	fingerprint	fingerprint	NOUN
fcis-15815	76	16	to	to	PART
fcis-15815	76	17	distinguish	distinguish	VERB
fcis-15815	76	18	devices	device	NOUN
fcis-15815	76	19	.	.	PUNCT
fcis-15815	77	1	moreover	moreover	ADV
fcis-15815	77	2	,	,	PUNCT
fcis-15815	77	3	neumann	neumann	PROPN
fcis-15815	77	4	et	et	PROPN
fcis-15815	77	5	al	al	PROPN
fcis-15815	77	6	.	.	PROPN
fcis-15815	77	7	used	use	VERB
fcis-15815	77	8	a	a	DET
fcis-15815	77	9	set	set	NOUN
fcis-15815	77	10	of	of	ADP
fcis-15815	77	11	wireless	wireless	ADJ
fcis-15815	77	12	parameters	parameter	NOUN
fcis-15815	77	13	to	to	PART
fcis-15815	77	14	fingerprint	fingerprint	VERB
fcis-15815	77	15	the	the	DET
fcis-15815	77	16	target	target	NOUN
fcis-15815	77	17	device	device	NOUN
fcis-15815	77	18	,	,	PUNCT
fcis-15815	77	19	including	include	VERB
fcis-15815	77	20	inter	inter	ADJ
fcis-15815	77	21	-	-	NOUN
fcis-15815	77	22	arrival	arrival	ADJ
fcis-15815	77	23	time	time	NOUN
fcis-15815	77	24	,	,	PUNCT
fcis-15815	77	25	frame	frame	NOUN
fcis-15815	77	26	size	size	NOUN
fcis-15815	77	27	,	,	PUNCT
fcis-15815	77	28	transmission	transmission	NOUN
fcis-15815	77	29	rate	rate	NOUN
fcis-15815	77	30	,	,	PUNCT
fcis-15815	77	31	etc	etc	X
fcis-15815	77	32	.	.	X
fcis-15815	78	1	in	in	ADP
fcis-15815	78	2	another	another	DET
fcis-15815	78	3	work	work	NOUN
fcis-15815	78	4	[	[	X
fcis-15815	78	5	7	7	NUM
fcis-15815	78	6	]	]	PUNCT
fcis-15815	78	7	,	,	PUNCT
fcis-15815	78	8	gao	gao	PROPN
fcis-15815	78	9	et	et	PROPN
fcis-15815	78	10	al	al	PROPN
fcis-15815	78	11	used	use	VERB
fcis-15815	78	12	a	a	DET
fcis-15815	78	13	black	black	ADJ
fcis-15815	78	14	-	-	PUNCT
fcis-15815	78	15	box	box	NOUN
fcis-15815	78	16	-	-	PUNCT
fcis-15815	78	17	based	base	VERB
fcis-15815	78	18	fingerprint	fingerprint	NOUN
fcis-15815	78	19	identification	identification	NOUN
fcis-15815	78	20	method	method	NOUN
fcis-15815	78	21	.	.	PUNCT
fcis-15815	79	1	the	the	DET
fcis-15815	79	2	input	input	NOUN
fcis-15815	79	3	to	to	ADP
fcis-15815	79	4	the	the	DET
fcis-15815	79	5	black	black	ADJ
fcis-15815	79	6	box	box	PROPN
fcis-15815	79	7	87	87	NUM
fcis-15815	79	8	(	(	PUNCT
fcis-15815	79	9	ap	ap	PROPN
fcis-15815	79	10	)	)	PUNCT
fcis-15815	79	11	was	be	AUX
fcis-15815	79	12	a	a	DET
fcis-15815	79	13	sequence	sequence	NOUN
fcis-15815	79	14	of	of	ADP
fcis-15815	79	15	packets	packet	NOUN
fcis-15815	79	16	,	,	PUNCT
fcis-15815	79	17	different	different	ADJ
fcis-15815	79	18	devices	device	NOUN
fcis-15815	79	19	will	will	AUX
fcis-15815	79	20	take	take	VERB
fcis-15815	79	21	different	different	ADJ
fcis-15815	79	22	actions	action	NOUN
fcis-15815	79	23	on	on	ADP
fcis-15815	79	24	the	the	DET
fcis-15815	79	25	packet	packet	NOUN
fcis-15815	79	26	sequence	sequence	NOUN
fcis-15815	79	27	due	due	ADP
fcis-15815	79	28	to	to	ADP
fcis-15815	79	29	different	different	ADJ
fcis-15815	79	30	architectures	architecture	NOUN
fcis-15815	79	31	of	of	ADP
fcis-15815	79	32	the	the	DET
fcis-15815	79	33	access	access	NOUN
fcis-15815	79	34	points	point	NOUN
fcis-15815	79	35	.	.	PUNCT
fcis-15815	80	1	this	this	DET
fcis-15815	80	2	operating	operate	VERB
fcis-15815	80	3	mode	mode	NOUN
fcis-15815	80	4	is	be	AUX
fcis-15815	80	5	unique	unique	ADJ
fcis-15815	80	6	to	to	ADP
fcis-15815	80	7	each	each	DET
fcis-15815	80	8	ap	ap	PROPN
fcis-15815	80	9	,	,	PUNCT
fcis-15815	80	10	so	so	SCONJ
fcis-15815	80	11	it	it	PRON
fcis-15815	80	12	can	can	AUX
fcis-15815	80	13	be	be	AUX
fcis-15815	80	14	used	use	VERB
fcis-15815	80	15	as	as	ADP
fcis-15815	80	16	a	a	DET
fcis-15815	80	17	device	device	NOUN
fcis-15815	80	18	fingerprint	fingerprint	NOUN
fcis-15815	80	19	,	,	PUNCT
fcis-15815	80	20	but	but	CCONJ
fcis-15815	80	21	the	the	DET
fcis-15815	80	22	experiment	experiment	NOUN
fcis-15815	80	23	was	be	AUX
fcis-15815	80	24	simply	simply	ADV
fcis-15815	80	25	conducted	conduct	VERB
fcis-15815	80	26	using	use	VERB
fcis-15815	80	27	simulated	simulated	ADJ
fcis-15815	80	28	traffic	traffic	NOUN
fcis-15815	80	29	.	.	PUNCT
fcis-15815	81	1	gao	gao	PROPN
fcis-15815	81	2	et	et	PROPN
fcis-15815	81	3	al	al	PROPN
fcis-15815	81	4	.	.	PROPN
fcis-15815	81	5	estimated	estimate	VERB
fcis-15815	81	6	the	the	DET
fcis-15815	81	7	packet	packet	NOUN
fcis-15815	81	8	arrival	arrival	NOUN
fcis-15815	81	9	time	time	NOUN
fcis-15815	81	10	(	(	PUNCT
fcis-15815	81	11	iat	iat	PROPN
fcis-15815	81	12	)	)	PUNCT
fcis-15815	81	13	in	in	ADP
fcis-15815	81	14	the	the	DET
fcis-15815	81	15	network	network	NOUN
fcis-15815	81	16	layer	layer	NOUN
fcis-15815	81	17	as	as	ADP
fcis-15815	81	18	the	the	DET
fcis-15815	81	19	fingerprint	fingerprint	NOUN
fcis-15815	81	20	of	of	ADP
fcis-15815	81	21	ap	ap	PROPN
fcis-15815	82	1	[	[	X
fcis-15815	82	2	7	7	NUM
fcis-15815	82	3	]	]	PUNCT
fcis-15815	82	4	,	,	PUNCT
fcis-15815	82	5	but	but	CCONJ
fcis-15815	82	6	iat	iat	PROPN
fcis-15815	82	7	is	be	AUX
fcis-15815	82	8	easily	easily	ADV
fcis-15815	82	9	affected	affect	VERB
fcis-15815	82	10	by	by	ADP
fcis-15815	82	11	various	various	ADJ
fcis-15815	82	12	factors	factor	NOUN
fcis-15815	82	13	such	such	ADJ
fcis-15815	82	14	as	as	ADP
fcis-15815	82	15	network	network	NOUN
fcis-15815	82	16	delay	delay	NOUN
fcis-15815	82	17	and	and	CCONJ
fcis-15815	82	18	retransmission	retransmission	NOUN
fcis-15815	82	19	.	.	PUNCT
fcis-15815	83	1	in	in	ADP
fcis-15815	83	2	summary	summary	NOUN
fcis-15815	83	3	,	,	PUNCT
fcis-15815	83	4	the	the	DET
fcis-15815	83	5	above	above	ADJ
fcis-15815	83	6	methods	method	NOUN
fcis-15815	83	7	have	have	VERB
fcis-15815	83	8	various	various	ADJ
fcis-15815	83	9	drawbacks	drawback	NOUN
fcis-15815	83	10	.	.	PUNCT
fcis-15815	84	1	first	first	ADV
fcis-15815	84	2	,	,	PUNCT
fcis-15815	84	3	some	some	PRON
fcis-15815	84	4	of	of	ADP
fcis-15815	84	5	them	they	PRON
fcis-15815	84	6	are	be	AUX
fcis-15815	84	7	related	relate	VERB
fcis-15815	84	8	to	to	ADP
fcis-15815	84	9	network	network	NOUN
fcis-15815	84	10	traffic	traffic	NOUN
fcis-15815	84	11	or	or	CCONJ
fcis-15815	84	12	other	other	ADJ
fcis-15815	84	13	things	thing	NOUN
fcis-15815	84	14	,	,	PUNCT
fcis-15815	84	15	rather	rather	ADV
fcis-15815	84	16	than	than	ADP
fcis-15815	84	17	to	to	ADP
fcis-15815	84	18	the	the	DET
fcis-15815	84	19	device	device	NOUN
fcis-15815	84	20	itself	itself	PRON
fcis-15815	84	21	,	,	PUNCT
fcis-15815	84	22	so	so	SCONJ
fcis-15815	84	23	they	they	PRON
fcis-15815	84	24	can	can	AUX
fcis-15815	84	25	be	be	AUX
fcis-15815	84	26	easily	easily	ADV
fcis-15815	84	27	counterfeited	counterfeit	VERB
fcis-15815	84	28	by	by	ADP
fcis-15815	84	29	attackers	attacker	NOUN
fcis-15815	84	30	.	.	PUNCT
fcis-15815	85	1	second	second	ADJ
fcis-15815	85	2	,	,	PUNCT
fcis-15815	85	3	some	some	PRON
fcis-15815	85	4	of	of	ADP
fcis-15815	85	5	them	they	PRON
fcis-15815	85	6	require	require	VERB
fcis-15815	85	7	extensive	extensive	ADJ
fcis-15815	85	8	data	datum	NOUN
fcis-15815	85	9	collection	collection	NOUN
fcis-15815	85	10	,	,	PUNCT
fcis-15815	85	11	which	which	PRON
fcis-15815	85	12	will	will	AUX
fcis-15815	85	13	cause	cause	VERB
fcis-15815	85	14	a	a	DET
fcis-15815	85	15	lot	lot	NOUN
fcis-15815	85	16	of	of	ADP
fcis-15815	85	17	time	time	NOUN
fcis-15815	85	18	consumption	consumption	NOUN
fcis-15815	85	19	,	,	PUNCT
fcis-15815	85	20	storage	storage	NOUN
fcis-15815	85	21	overhead	overhead	NOUN
fcis-15815	85	22	,	,	PUNCT
fcis-15815	85	23	etc	etc	X
fcis-15815	85	24	.	.	X
fcis-15815	85	25	,	,	PUNCT
fcis-15815	85	26	making	make	VERB
fcis-15815	85	27	it	it	PRON
fcis-15815	85	28	difficult	difficult	ADJ
fcis-15815	85	29	to	to	PART
fcis-15815	85	30	implement	implement	VERB
fcis-15815	85	31	in	in	ADP
fcis-15815	85	32	real	real	ADJ
fcis-15815	85	33	-	-	PUNCT
fcis-15815	85	34	world	world	NOUN
fcis-15815	85	35	applications	application	NOUN
fcis-15815	85	36	.	.	PUNCT
fcis-15815	86	1	furthermore	furthermore	ADV
fcis-15815	86	2	,	,	PUNCT
fcis-15815	86	3	due	due	ADP
fcis-15815	86	4	to	to	ADP
fcis-15815	86	5	various	various	ADJ
fcis-15815	86	6	other	other	ADJ
fcis-15815	86	7	factors	factor	NOUN
fcis-15815	86	8	that	that	PRON
fcis-15815	86	9	have	have	AUX
fcis-15815	86	10	not	not	PART
fcis-15815	86	11	been	be	AUX
fcis-15815	86	12	verified	verify	VERB
fcis-15815	86	13	in	in	ADP
fcis-15815	86	14	real	real	ADJ
fcis-15815	86	15	scenarios	scenario	NOUN
fcis-15815	86	16	,	,	PUNCT
fcis-15815	86	17	some	some	DET
fcis-15815	86	18	methods	method	NOUN
fcis-15815	86	19	can	can	AUX
fcis-15815	86	20	not	not	PART
fcis-15815	86	21	be	be	AUX
fcis-15815	86	22	applied	apply	VERB
fcis-15815	86	23	in	in	ADP
fcis-15815	86	24	practice	practice	NOUN
fcis-15815	86	25	and	and	CCONJ
fcis-15815	86	26	have	have	VERB
fcis-15815	86	27	poor	poor	ADJ
fcis-15815	86	28	robustness	robustness	NOUN
fcis-15815	86	29	.	.	PUNCT
fcis-15815	87	1	therefore	therefore	ADV
fcis-15815	87	2	,	,	PUNCT
fcis-15815	87	3	for	for	ADP
fcis-15815	87	4	advanced	advanced	ADJ
fcis-15815	87	5	attackers	attacker	NOUN
fcis-15815	87	6	,	,	PUNCT
fcis-15815	87	7	these	these	DET
fcis-15815	87	8	non	non	ADJ
fcis-15815	87	9	-	-	ADJ
fcis-15815	87	10	hardware	hardware	NOUN
fcis-15815	87	11	-	-	PUNCT
fcis-15815	87	12	based	base	VERB
fcis-15815	87	13	fingerprints	fingerprint	NOUN
fcis-15815	87	14	can	can	AUX
fcis-15815	87	15	be	be	AUX
fcis-15815	87	16	easily	easily	ADV
fcis-15815	87	17	forged	forge	VERB
fcis-15815	87	18	and	and	CCONJ
fcis-15815	87	19	can	can	AUX
fcis-15815	87	20	not	not	PART
fcis-15815	87	21	be	be	AUX
fcis-15815	87	22	used	use	VERB
fcis-15815	87	23	as	as	ADP
fcis-15815	87	24	reliable	reliable	ADJ
fcis-15815	87	25	fingerprints	fingerprint	NOUN
fcis-15815	87	26	.	.	PUNCT
fcis-15815	88	1	later	later	ADV
fcis-15815	88	2	,	,	PUNCT
fcis-15815	88	3	the	the	DET
fcis-15815	88	4	focus	focus	NOUN
fcis-15815	88	5	of	of	ADP
fcis-15815	88	6	research	research	NOUN
fcis-15815	88	7	shifted	shift	VERB
fcis-15815	88	8	to	to	ADP
fcis-15815	88	9	hardware	hardware	NOUN
fcis-15815	88	10	-	-	PUNCT
fcis-15815	88	11	based	base	VERB
fcis-15815	88	12	rap	rap	NOUN
fcis-15815	88	13	detection	detection	NOUN
fcis-15815	88	14	,	,	PUNCT
fcis-15815	88	15	which	which	PRON
fcis-15815	88	16	mainly	mainly	ADV
fcis-15815	88	17	used	use	VERB
fcis-15815	88	18	unique	unique	ADJ
fcis-15815	88	19	features	feature	NOUN
fcis-15815	88	20	on	on	ADP
fcis-15815	88	21	the	the	DET
fcis-15815	88	22	physical	physical	ADJ
fcis-15815	88	23	layer	layer	NOUN
fcis-15815	88	24	to	to	PART
fcis-15815	88	25	perform	perform	VERB
fcis-15815	88	26	device	device	NOUN
fcis-15815	88	27	identification	identification	NOUN
fcis-15815	88	28	or	or	CCONJ
fcis-15815	88	29	rap	rap	NOUN
fcis-15815	88	30	detection	detection	NOUN
fcis-15815	88	31	.	.	PUNCT
fcis-15815	89	1	such	such	ADJ
fcis-15815	89	2	hardware	hardware	NOUN
fcis-15815	89	3	differences	difference	NOUN
fcis-15815	89	4	are	be	AUX
fcis-15815	89	5	generally	generally	ADV
fcis-15815	89	6	difficult	difficult	ADJ
fcis-15815	89	7	to	to	PART
fcis-15815	89	8	imitate	imitate	VERB
fcis-15815	89	9	and	and	CCONJ
fcis-15815	89	10	have	have	VERB
fcis-15815	89	11	strong	strong	ADJ
fcis-15815	89	12	distinguishability	distinguishability	NOUN
fcis-15815	89	13	.	.	PUNCT
fcis-15815	90	1	for	for	ADP
fcis-15815	90	2	rap	rap	NOUN
fcis-15815	90	3	attack	attack	NOUN
fcis-15815	90	4	detection	detection	NOUN
fcis-15815	90	5	,	,	PUNCT
fcis-15815	90	6	jana	jana	PROPN
fcis-15815	90	7	et	et	PROPN
fcis-15815	90	8	al	al	PROPN
fcis-15815	90	9	.	.	PUNCT
fcis-15815	91	1	[	[	X
fcis-15815	91	2	1	1	X
fcis-15815	91	3	]	]	PUNCT
fcis-15815	91	4	proposed	propose	VERB
fcis-15815	91	5	that	that	SCONJ
fcis-15815	91	6	the	the	DET
fcis-15815	91	7	clock	clock	NOUN
fcis-15815	91	8	skews	skew	NOUN
fcis-15815	91	9	of	of	ADP
fcis-15815	91	10	the	the	DET
fcis-15815	91	11	device	device	NOUN
fcis-15815	91	12	can	can	AUX
fcis-15815	91	13	be	be	AUX
fcis-15815	91	14	used	use	VERB
fcis-15815	91	15	as	as	ADP
fcis-15815	91	16	the	the	DET
fcis-15815	91	17	feature	feature	NOUN
fcis-15815	91	18	to	to	PART
fcis-15815	91	19	characterize	characterize	VERB
fcis-15815	91	20	the	the	DET
fcis-15815	91	21	physical	physical	ADJ
fcis-15815	91	22	device	device	NOUN
fcis-15815	91	23	.	.	PUNCT
fcis-15815	92	1	they	they	PRON
fcis-15815	92	2	achieve	achieve	VERB
fcis-15815	92	3	the	the	DET
fcis-15815	92	4	purpose	purpose	NOUN
fcis-15815	92	5	of	of	ADP
fcis-15815	92	6	detecting	detect	VERB
fcis-15815	92	7	rap	rap	NOUN
fcis-15815	92	8	by	by	ADP
fcis-15815	92	9	calculating	calculate	VERB
fcis-15815	92	10	the	the	DET
fcis-15815	92	11	target	target	NOUN
fcis-15815	92	12	ap	ap	PROPN
fcis-15815	92	13	's	's	PART
fcis-15815	92	14	clock	clock	NOUN
fcis-15815	92	15	skew	skew	NOUN
fcis-15815	92	16	and	and	CCONJ
fcis-15815	92	17	comparing	compare	VERB
fcis-15815	92	18	it	it	PRON
fcis-15815	92	19	with	with	ADP
fcis-15815	92	20	the	the	DET
fcis-15815	92	21	legitimate	legitimate	ADJ
fcis-15815	92	22	fingerprint	fingerprint	NOUN
fcis-15815	92	23	recorded	record	VERB
fcis-15815	92	24	in	in	ADP
fcis-15815	92	25	the	the	DET
fcis-15815	92	26	database	database	NOUN
fcis-15815	92	27	.	.	PUNCT
fcis-15815	93	1	then	then	ADV
fcis-15815	93	2	,	,	PUNCT
fcis-15815	93	3	lanze	lanze	PROPN
fcis-15815	93	4	et	et	PROPN
fcis-15815	93	5	al	al	PROPN
fcis-15815	93	6	.	.	PROPN
fcis-15815	93	7	proposed	propose	VERB
fcis-15815	93	8	a	a	DET
fcis-15815	93	9	rap	rap	NOUN
fcis-15815	93	10	detection	detection	NOUN
fcis-15815	93	11	scheme	scheme	NOUN
fcis-15815	93	12	that	that	PRON
fcis-15815	93	13	can	can	AUX
fcis-15815	93	14	eliminate	eliminate	VERB
fcis-15815	93	15	the	the	DET
fcis-15815	93	16	impact	impact	NOUN
fcis-15815	93	17	between	between	ADP
fcis-15815	93	18	fingerprint	fingerprint	NOUN
fcis-15815	93	19	collection	collection	NOUN
fcis-15815	93	20	devices	device	NOUN
fcis-15815	93	21	,	,	PUNCT
fcis-15815	93	22	which	which	PRON
fcis-15815	93	23	uses	use	VERB
fcis-15815	93	24	the	the	DET
fcis-15815	93	25	relative	relative	ADJ
fcis-15815	93	26	clock	clock	NOUN
fcis-15815	93	27	skews	skew	NOUN
fcis-15815	93	28	as	as	ADP
fcis-15815	93	29	the	the	DET
fcis-15815	93	30	fingerprint	fingerprint	NOUN
fcis-15815	93	31	of	of	ADP
fcis-15815	93	32	the	the	DET
fcis-15815	93	33	device	device	NOUN
fcis-15815	93	34	.	.	PUNCT
fcis-15815	94	1	this	this	DET
fcis-15815	94	2	method	method	NOUN
fcis-15815	94	3	calculated	calculate	VERB
fcis-15815	94	4	the	the	DET
fcis-15815	94	5	relative	relative	ADJ
fcis-15815	94	6	clock	clock	NOUN
fcis-15815	94	7	skews	skew	NOUN
fcis-15815	94	8	of	of	ADP
fcis-15815	94	9	a	a	DET
fcis-15815	94	10	device	device	NOUN
fcis-15815	94	11	by	by	ADP
fcis-15815	94	12	collecting	collect	VERB
fcis-15815	94	13	the	the	DET
fcis-15815	94	14	clock	clock	NOUN
fcis-15815	94	15	skews	skew	NOUN
fcis-15815	94	16	of	of	ADP
fcis-15815	94	17	two	two	NUM
fcis-15815	94	18	aps	ap	NOUN
fcis-15815	94	19	,	,	PUNCT
fcis-15815	94	20	thus	thus	ADV
fcis-15815	94	21	eliminating	eliminate	VERB
fcis-15815	94	22	the	the	DET
fcis-15815	94	23	impact	impact	NOUN
fcis-15815	94	24	of	of	ADP
fcis-15815	94	25	the	the	DET
fcis-15815	94	26	collection	collection	NOUN
fcis-15815	94	27	device	device	NOUN
fcis-15815	94	28	on	on	ADP
fcis-15815	94	29	the	the	DET
fcis-15815	94	30	clock	clock	NOUN
fcis-15815	94	31	skews	skew	NOUN
fcis-15815	94	32	.	.	PUNCT
fcis-15815	95	1	however	however	ADV
fcis-15815	95	2	,	,	PUNCT
fcis-15815	95	3	this	this	DET
fcis-15815	95	4	solution	solution	NOUN
fcis-15815	95	5	had	have	AUX
fcis-15815	95	6	only	only	ADV
fcis-15815	95	7	been	be	AUX
fcis-15815	95	8	simulated	simulate	VERB
fcis-15815	95	9	in	in	ADP
fcis-15815	95	10	a	a	DET
fcis-15815	95	11	lab	lab	NOUN
fcis-15815	95	12	and	and	CCONJ
fcis-15815	95	13	lacks	lack	VERB
fcis-15815	95	14	largescale	largescale	ADJ
fcis-15815	95	15	evaluation	evaluation	NOUN
fcis-15815	95	16	,	,	PUNCT
fcis-15815	95	17	so	so	CCONJ
fcis-15815	95	18	its	its	PRON
fcis-15815	95	19	robustness	robustness	NOUN
fcis-15815	95	20	and	and	CCONJ
fcis-15815	95	21	practicality	practicality	NOUN
fcis-15815	95	22	can	can	AUX
fcis-15815	95	23	not	not	PART
fcis-15815	95	24	be	be	AUX
fcis-15815	95	25	guaranteed	guarantee	VERB
fcis-15815	95	26	.	.	PUNCT
fcis-15815	96	1	brik	brik	PROPN
fcis-15815	96	2	et	et	PROPN
fcis-15815	96	3	al.[8	al.[8	PROPN
fcis-15815	96	4	]	]	PUNCT
fcis-15815	96	5	adopted	adopt	VERB
fcis-15815	96	6	a	a	DET
fcis-15815	96	7	hardware	hardware	NOUN
fcis-15815	96	8	fingerprinting	fingerprint	VERB
fcis-15815	96	9	approach	approach	NOUN
fcis-15815	96	10	and	and	CCONJ
fcis-15815	96	11	used	use	VERB
fcis-15815	96	12	machine	machine	NOUN
fcis-15815	96	13	learning	learning	NOUN
fcis-15815	96	14	tools	tool	NOUN
fcis-15815	96	15	on	on	ADP
fcis-15815	96	16	collected	collect	VERB
fcis-15815	96	17	modulation	modulation	NOUN
fcis-15815	96	18	data	datum	NOUN
fcis-15815	96	19	to	to	PART
fcis-15815	96	20	train	train	VERB
fcis-15815	96	21	classifiers	classifier	NOUN
fcis-15815	96	22	that	that	PRON
fcis-15815	96	23	can	can	AUX
fcis-15815	96	24	distinguish	distinguish	VERB
fcis-15815	96	25	arbitrary	arbitrary	ADJ
fcis-15815	96	26	wireless	wireless	ADJ
fcis-15815	96	27	network	network	NOUN
fcis-15815	96	28	cards	card	NOUN
fcis-15815	96	29	.	.	PUNCT
fcis-15815	97	1	in	in	ADP
fcis-15815	97	2	addition	addition	NOUN
fcis-15815	97	3	,	,	PUNCT
fcis-15815	97	4	demirbas	demirbas	PROPN
fcis-15815	97	5	et	et	PROPN
fcis-15815	97	6	al	al	PROPN
fcis-15815	97	7	.	.	PROPN
fcis-15815	97	8	proposed	propose	VERB
fcis-15815	97	9	a	a	DET
fcis-15815	97	10	lightweight	lightweight	ADJ
fcis-15815	97	11	rap	rap	NOUN
fcis-15815	97	12	attack	attack	NOUN
fcis-15815	97	13	detection	detection	NOUN
fcis-15815	97	14	method	method	NOUN
fcis-15815	97	15	based	base	VERB
fcis-15815	97	16	on	on	ADP
fcis-15815	97	17	the	the	DET
fcis-15815	97	18	received	receive	VERB
fcis-15815	97	19	signal	signal	NOUN
fcis-15815	97	20	strength	strength	NOUN
fcis-15815	97	21	indicator	indicator	NOUN
fcis-15815	97	22	(	(	PUNCT
fcis-15815	97	23	rssi	rssi	NOUN
fcis-15815	97	24	)	)	PUNCT
fcis-15815	97	25	.	.	PUNCT
fcis-15815	98	1	although	although	SCONJ
fcis-15815	98	2	the	the	DET
fcis-15815	98	3	above	above	ADJ
fcis-15815	98	4	methods	method	NOUN
fcis-15815	98	5	are	be	AUX
fcis-15815	98	6	related	relate	VERB
fcis-15815	98	7	to	to	ADP
fcis-15815	98	8	the	the	DET
fcis-15815	98	9	device	device	NOUN
fcis-15815	98	10	hardware	hardware	NOUN
fcis-15815	98	11	,	,	PUNCT
fcis-15815	98	12	most	most	ADJ
fcis-15815	98	13	of	of	ADP
fcis-15815	98	14	them	they	PRON
fcis-15815	98	15	require	require	VERB
fcis-15815	98	16	specially	specially	ADV
fcis-15815	98	17	custom	custom	NOUN
fcis-15815	98	18	detection	detection	NOUN
fcis-15815	98	19	equipment	equipment	NOUN
fcis-15815	98	20	,	,	PUNCT
fcis-15815	98	21	and	and	CCONJ
fcis-15815	98	22	their	their	PRON
fcis-15815	98	23	systems	system	NOUN
fcis-15815	98	24	are	be	AUX
fcis-15815	98	25	intolerant	intolerant	ADJ
fcis-15815	98	26	of	of	ADP
fcis-15815	98	27	mobile	mobile	ADJ
fcis-15815	98	28	and	and	CCONJ
fcis-15815	98	29	dynamic	dynamic	ADJ
fcis-15815	98	30	multipath	multipath	NOUN
fcis-15815	98	31	channels	channel	NOUN
fcis-15815	98	32	,	,	PUNCT
fcis-15815	98	33	affected	affect	VERB
fcis-15815	98	34	by	by	ADP
fcis-15815	98	35	environmental	environmental	ADJ
fcis-15815	98	36	factors	factor	NOUN
fcis-15815	98	37	,	,	PUNCT
fcis-15815	98	38	leading	lead	VERB
fcis-15815	98	39	to	to	ADP
fcis-15815	98	40	an	an	DET
fcis-15815	98	41	insufficient	insufficient	ADJ
fcis-15815	98	42	detection	detection	NOUN
fcis-15815	98	43	rate	rate	NOUN
fcis-15815	98	44	.	.	PUNCT
fcis-15815	99	1	to	to	PART
fcis-15815	99	2	eliminate	eliminate	VERB
fcis-15815	99	3	expensive	expensive	ADJ
fcis-15815	99	4	custom	custom	ADV
fcis-15815	99	5	-	-	PUNCT
fcis-15815	99	6	built	build	VERB
fcis-15815	99	7	detection	detection	NOUN
fcis-15815	99	8	equipment	equipment	NOUN
fcis-15815	99	9	,	,	PUNCT
fcis-15815	99	10	some	some	DET
fcis-15815	99	11	researchers	researcher	NOUN
fcis-15815	99	12	turned	turn	VERB
fcis-15815	99	13	to	to	ADP
fcis-15815	99	14	csi	csi	PROPN
fcis-15815	99	15	attribute	attribute	NOUN
fcis-15815	99	16	analysis	analysis	NOUN
fcis-15815	99	17	.	.	PUNCT
fcis-15815	100	1	jiang	jiang	PROPN
fcis-15815	100	2	et	et	PROPN
fcis-15815	100	3	al	al	PROPN
fcis-15815	100	4	.	.	PUNCT
fcis-15815	101	1	[	[	X
fcis-15815	101	2	9	9	NUM
fcis-15815	101	3	]	]	PUNCT
fcis-15815	101	4	fingerprinted	fingerprint	VERB
fcis-15815	101	5	wireless	wireless	ADJ
fcis-15815	101	6	devices	device	NOUN
fcis-15815	101	7	by	by	ADP
fcis-15815	101	8	measuring	measure	VERB
fcis-15815	101	9	the	the	DET
fcis-15815	101	10	csi	csi	PROPN
fcis-15815	101	11	of	of	ADP
fcis-15815	101	12	wifi	wifi	NOUN
fcis-15815	101	13	management	management	NOUN
fcis-15815	101	14	frames	frame	NOUN
fcis-15815	101	15	.	.	PUNCT
fcis-15815	102	1	li	li	PROPN
fcis-15815	102	2	et	et	PROPN
fcis-15815	102	3	al	al	PROPN
fcis-15815	102	4	.	.	PUNCT
fcis-15815	103	1	[	[	X
fcis-15815	103	2	10	10	NUM
fcis-15815	103	3	]	]	PUNCT
fcis-15815	103	4	used	use	VERB
fcis-15815	103	5	temporal	temporal	ADJ
fcis-15815	103	6	soundings	sounding	NOUN
fcis-15815	103	7	and	and	CCONJ
fcis-15815	103	8	multi	multi	ADJ
fcis-15815	103	9	-	-	ADJ
fcis-15815	103	10	tone	tone	NOUN
fcis-15815	103	11	soundings	sounding	NOUN
fcis-15815	103	12	extracted	extract	VERB
fcis-15815	103	13	from	from	ADP
fcis-15815	103	14	channel	channel	NOUN
fcis-15815	103	15	estimates	estimate	NOUN
fcis-15815	103	16	to	to	PART
fcis-15815	103	17	verify	verify	VERB
fcis-15815	103	18	legitimate	legitimate	ADJ
fcis-15815	103	19	transmitters	transmitter	NOUN
fcis-15815	103	20	.	.	PUNCT
fcis-15815	104	1	liu	liu	PROPN
fcis-15815	104	2	et	et	PROPN
fcis-15815	104	3	al	al	PROPN
fcis-15815	104	4	.	.	PROPN
fcis-15815	104	5	proposed	propose	VERB
fcis-15815	104	6	a	a	DET
fcis-15815	104	7	user	user	NOUN
fcis-15815	104	8	-	-	PUNCT
fcis-15815	104	9	authentication	authentication	NOUN
fcis-15815	104	10	framework	framework	NOUN
fcis-15815	104	11	that	that	PRON
fcis-15815	104	12	can	can	AUX
fcis-15815	104	13	build	build	VERB
fcis-15815	104	14	the	the	DET
fcis-15815	104	15	user	user	NOUN
fcis-15815	104	16	profile	profile	NOUN
fcis-15815	104	17	resilient	resilient	ADJ
fcis-15815	104	18	to	to	ADP
fcis-15815	104	19	the	the	DET
fcis-15815	104	20	presence	presence	NOUN
fcis-15815	104	21	of	of	ADP
fcis-15815	104	22	the	the	DET
fcis-15815	104	23	spoofer	spoofer	NOUN
fcis-15815	104	24	,	,	PUNCT
fcis-15815	104	25	but	but	CCONJ
fcis-15815	104	26	devices	device	NOUN
fcis-15815	104	27	were	be	AUX
fcis-15815	104	28	required	require	VERB
fcis-15815	104	29	to	to	PART
fcis-15815	104	30	be	be	AUX
fcis-15815	104	31	static	static	ADJ
fcis-15815	104	32	.	.	PUNCT
fcis-15815	105	1	in	in	ADP
fcis-15815	105	2	2018	2018	NUM
fcis-15815	105	3	,	,	PUNCT
fcis-15815	105	4	hua	hua	PROPN
fcis-15815	105	5	et	et	PROPN
fcis-15815	105	6	al	al	PROPN
fcis-15815	105	7	.	.	PUNCT
fcis-15815	106	1	[	[	X
fcis-15815	106	2	4	4	X
fcis-15815	106	3	]	]	PUNCT
fcis-15815	106	4	extracted	extract	VERB
fcis-15815	106	5	the	the	DET
fcis-15815	106	6	carrier	carrier	NOUN
fcis-15815	106	7	frequency	frequency	NOUN
fcis-15815	106	8	offset	offset	NOUN
fcis-15815	106	9	(	(	PUNCT
fcis-15815	106	10	cfo	cfo	NOUN
fcis-15815	106	11	)	)	PUNCT
fcis-15815	106	12	from	from	ADP
fcis-15815	106	13	csi	csi	PROPN
fcis-15815	106	14	.	.	PUNCT
fcis-15815	107	1	they	they	PRON
fcis-15815	107	2	use	use	VERB
fcis-15815	107	3	the	the	DET
fcis-15815	107	4	cfo	cfo	NOUN
fcis-15815	107	5	between	between	ADP
fcis-15815	107	6	tx	tx	PROPN
fcis-15815	107	7	-	-	PUNCT
fcis-15815	107	8	rx	rx	ADJ
fcis-15815	107	9	oscillators	oscillator	NOUN
fcis-15815	107	10	as	as	ADP
fcis-15815	107	11	a	a	DET
fcis-15815	107	12	device	device	NOUN
fcis-15815	107	13	fingerprint	fingerprint	NOUN
fcis-15815	107	14	,	,	PUNCT
fcis-15815	107	15	which	which	PRON
fcis-15815	107	16	could	could	AUX
fcis-15815	107	17	eliminate	eliminate	VERB
fcis-15815	107	18	the	the	DET
fcis-15815	107	19	need	need	NOUN
fcis-15815	107	20	for	for	ADP
fcis-15815	107	21	customized	customized	ADJ
fcis-15815	107	22	hardware	hardware	NOUN
fcis-15815	107	23	,	,	PUNCT
fcis-15815	107	24	and	and	CCONJ
fcis-15815	107	25	it	it	PRON
fcis-15815	107	26	achieved	achieve	VERB
fcis-15815	107	27	excellent	excellent	ADJ
fcis-15815	107	28	performance	performance	NOUN
fcis-15815	107	29	in	in	ADP
fcis-15815	107	30	rap	rap	NOUN
fcis-15815	107	31	detection	detection	NOUN
fcis-15815	107	32	.	.	PUNCT
fcis-15815	108	1	moreover	moreover	ADV
fcis-15815	108	2	,	,	PUNCT
fcis-15815	108	3	on	on	ADP
fcis-15815	108	4	the	the	DET
fcis-15815	108	5	basis	basis	NOUN
fcis-15815	108	6	of	of	ADP
fcis-15815	108	7	experimental	experimental	ADJ
fcis-15815	108	8	results	result	NOUN
fcis-15815	108	9	,	,	PUNCT
fcis-15815	108	10	yu	yu	PROPN
fcis-15815	108	11	et	et	PROPN
fcis-15815	108	12	al	al	PROPN
fcis-15815	108	13	.	.	PROPN
fcis-15815	108	14	proposed	propose	VERB
fcis-15815	108	15	a	a	DET
fcis-15815	108	16	lightweight	lightweight	ADJ
fcis-15815	108	17	solution	solution	NOUN
fcis-15815	108	18	based	base	VERB
fcis-15815	108	19	on	on	ADP
fcis-15815	108	20	cfo	cfo	PROPN
fcis-15815	108	21	,	,	PUNCT
fcis-15815	108	22	the	the	DET
fcis-15815	108	23	authentication	authentication	NOUN
fcis-15815	108	24	time	time	NOUN
fcis-15815	108	25	of	of	ADP
fcis-15815	108	26	cfo	cfo	NOUN
fcis-15815	108	27	-	-	PUNCT
fcis-15815	108	28	based	base	VERB
fcis-15815	108	29	fingerprint	fingerprint	NOUN
fcis-15815	108	30	detection	detection	NOUN
fcis-15815	108	31	was	be	AUX
fcis-15815	108	32	greatly	greatly	ADV
fcis-15815	108	33	shortened	shorten	VERB
fcis-15815	108	34	by	by	ADP
fcis-15815	108	35	additionally	additionally	ADV
fcis-15815	108	36	adding	add	VERB
fcis-15815	108	37	multiple	multiple	ADJ
fcis-15815	108	38	features	feature	NOUN
fcis-15815	108	39	such	such	ADJ
fcis-15815	108	40	as	as	ADP
fcis-15815	108	41	equal	equal	ADJ
fcis-15815	108	42	spacing	spacing	NOUN
fcis-15815	108	43	and	and	CCONJ
fcis-15815	108	44	interception	interception	NOUN
fcis-15815	108	45	of	of	ADP
fcis-15815	108	46	cfo	cfo	PROPN
fcis-15815	108	47	stripes[5	stripes[5	NOUN
fcis-15815	108	48	]	]	PUNCT
fcis-15815	108	49	.	.	PUNCT
fcis-15815	109	1	however	however	ADV
fcis-15815	109	2	,	,	PUNCT
fcis-15815	109	3	due	due	ADP
fcis-15815	109	4	to	to	ADP
fcis-15815	109	5	sensitivity	sensitivity	NOUN
fcis-15815	109	6	to	to	ADP
fcis-15815	109	7	the	the	DET
fcis-15815	109	8	environment	environment	NOUN
fcis-15815	109	9	,	,	PUNCT
fcis-15815	109	10	these	these	DET
fcis-15815	109	11	methods	method	NOUN
fcis-15815	109	12	require	require	VERB
fcis-15815	109	13	the	the	DET
fcis-15815	109	14	devices	device	NOUN
fcis-15815	109	15	to	to	PART
fcis-15815	109	16	remain	remain	VERB
fcis-15815	109	17	stationary	stationary	ADJ
fcis-15815	109	18	states	state	NOUN
fcis-15815	109	19	,	,	PUNCT
fcis-15815	109	20	so	so	SCONJ
fcis-15815	109	21	they	they	PRON
fcis-15815	109	22	can	can	AUX
fcis-15815	109	23	not	not	PART
fcis-15815	109	24	achieve	achieve	VERB
fcis-15815	109	25	good	good	ADJ
fcis-15815	109	26	recognition	recognition	NOUN
fcis-15815	109	27	results	result	NOUN
fcis-15815	109	28	in	in	ADP
fcis-15815	109	29	real	real	ADJ
fcis-15815	109	30	-	-	PUNCT
fcis-15815	109	31	world	world	NOUN
fcis-15815	109	32	scenes	scene	NOUN
fcis-15815	109	33	.	.	PUNCT
fcis-15815	110	1	in	in	ADP
fcis-15815	110	2	2019	2019	NUM
fcis-15815	110	3	,	,	PUNCT
fcis-15815	110	4	liu	liu	PROPN
fcis-15815	110	5	et	et	PROPN
fcis-15815	110	6	al.[6	al.[6	PROPN
fcis-15815	110	7	]	]	PUNCT
fcis-15815	110	8	proposed	propose	VERB
fcis-15815	110	9	a	a	DET
fcis-15815	110	10	novel	novel	ADJ
fcis-15815	110	11	detection	detection	NOUN
fcis-15815	110	12	scheme	scheme	NOUN
fcis-15815	110	13	,	,	PUNCT
fcis-15815	110	14	they	they	PRON
fcis-15815	110	15	used	use	VERB
fcis-15815	110	16	the	the	DET
fcis-15815	110	17	phase	phase	NOUN
fcis-15815	110	18	error	error	NOUN
fcis-15815	110	19	caused	cause	VERB
fcis-15815	110	20	by	by	ADP
fcis-15815	110	21	the	the	DET
fcis-15815	110	22	i	i	PROPN
fcis-15815	110	23	/	/	SYM
fcis-15815	110	24	q	q	NOUN
fcis-15815	110	25	imbalance	imbalance	NOUN
fcis-15815	110	26	of	of	ADP
fcis-15815	110	27	the	the	DET
fcis-15815	110	28	wifi	wifi	NOUN
fcis-15815	110	29	network	network	NOUN
fcis-15815	110	30	card	card	NOUN
fcis-15815	110	31	and	and	CCONJ
fcis-15815	110	32	the	the	DET
fcis-15815	110	33	imperfect	imperfect	ADJ
fcis-15815	110	34	oscillator	oscillator	NOUN
fcis-15815	110	35	as	as	ADP
fcis-15815	110	36	a	a	DET
fcis-15815	110	37	device	device	NOUN
fcis-15815	110	38	fingerprint	fingerprint	NOUN
fcis-15815	110	39	,	,	PUNCT
fcis-15815	110	40	which	which	PRON
fcis-15815	110	41	could	could	AUX
fcis-15815	110	42	adopt	adopt	VERB
fcis-15815	110	43	in	in	ADP
fcis-15815	110	44	a	a	DET
fcis-15815	110	45	dynamic	dynamic	ADJ
fcis-15815	110	46	scene	scene	NOUN
fcis-15815	110	47	.	.	PUNCT
fcis-15815	111	1	moreover	moreover	ADV
fcis-15815	111	2	,	,	PUNCT
fcis-15815	111	3	in	in	ADP
fcis-15815	111	4	liu	liu	PROPN
fcis-15815	111	5	et	et	PROPN
fcis-15815	111	6	al	al	PROPN
fcis-15815	111	7	.	.	PROPN
fcis-15815	111	8	's	's	PART
fcis-15815	111	9	scheme	scheme	NOUN
fcis-15815	111	10	,	,	PUNCT
fcis-15815	111	11	it	it	PRON
fcis-15815	111	12	was	be	AUX
fcis-15815	111	13	proved	prove	VERB
fcis-15815	111	14	that	that	SCONJ
fcis-15815	111	15	most	most	ADJ
fcis-15815	111	16	other	other	ADJ
fcis-15815	111	17	phase	phase	NOUN
fcis-15815	111	18	terms	term	NOUN
fcis-15815	111	19	vary	vary	VERB
fcis-15815	111	20	with	with	ADP
fcis-15815	111	21	time	time	NOUN
fcis-15815	111	22	and/or	and/or	CCONJ
fcis-15815	111	23	frequency	frequency	NOUN
fcis-15815	111	24	,	,	PUNCT
fcis-15815	111	25	while	while	SCONJ
fcis-15815	111	26	cfo	cfo	NOUN
fcis-15815	111	27	and	and	CCONJ
fcis-15815	111	28	phase	phase	NOUN
fcis-15815	111	29	error	error	NOUN
fcis-15815	111	30	are	be	AUX
fcis-15815	111	31	constant	constant	ADJ
fcis-15815	111	32	in	in	ADP
fcis-15815	111	33	both	both	DET
fcis-15815	111	34	dimensions	dimension	NOUN
fcis-15815	111	35	.	.	PUNCT
fcis-15815	112	1	when	when	SCONJ
fcis-15815	112	2	using	use	VERB
fcis-15815	112	3	a	a	DET
fcis-15815	112	4	single	single	ADJ
fcis-15815	112	5	tx	tx	VERB
fcis-15815	112	6	-	-	PUNCT
fcis-15815	112	7	rx	rx	ADJ
fcis-15815	112	8	chain	chain	NOUN
fcis-15815	112	9	,	,	PUNCT
fcis-15815	112	10	the	the	DET
fcis-15815	112	11	phase	phase	NOUN
fcis-15815	112	12	error	error	NOUN
fcis-15815	112	13	as	as	ADP
fcis-15815	112	14	a	a	DET
fcis-15815	112	15	fingerprint	fingerprint	NOUN
fcis-15815	112	16	has	have	AUX
fcis-15815	112	17	eliminated	eliminate	VERB
fcis-15815	112	18	the	the	DET
fcis-15815	112	19	dependence	dependence	NOUN
fcis-15815	112	20	on	on	ADP
fcis-15815	112	21	the	the	DET
fcis-15815	112	22	environment	environment	NOUN
fcis-15815	112	23	,	,	PUNCT
fcis-15815	112	24	achieving	achieve	VERB
fcis-15815	112	25	good	good	ADJ
fcis-15815	112	26	stability	stability	NOUN
fcis-15815	112	27	in	in	ADP
fcis-15815	112	28	device	device	NOUN
fcis-15815	112	29	identification	identification	NOUN
fcis-15815	112	30	.	.	PUNCT
fcis-15815	113	1	however	however	ADV
fcis-15815	113	2	,	,	PUNCT
fcis-15815	113	3	there	there	PRON
fcis-15815	113	4	is	be	VERB
fcis-15815	113	5	still	still	ADV
fcis-15815	113	6	room	room	NOUN
fcis-15815	113	7	for	for	ADP
fcis-15815	113	8	improvement	improvement	NOUN
fcis-15815	113	9	in	in	ADP
fcis-15815	113	10	the	the	DET
fcis-15815	113	11	detection	detection	NOUN
fcis-15815	113	12	rate	rate	NOUN
fcis-15815	113	13	of	of	ADP
fcis-15815	113	14	this	this	DET
fcis-15815	113	15	solution	solution	NOUN
fcis-15815	113	16	in	in	ADP
fcis-15815	113	17	different	different	ADJ
fcis-15815	113	18	scenarios	scenario	NOUN
fcis-15815	113	19	.	.	PUNCT
fcis-15815	114	1	all	all	ADV
fcis-15815	114	2	in	in	ADP
fcis-15815	114	3	all	all	PRON
fcis-15815	114	4	,	,	PUNCT
fcis-15815	114	5	current	current	ADJ
fcis-15815	114	6	wireless	wireless	ADJ
fcis-15815	114	7	device	device	NOUN
fcis-15815	114	8	detection	detection	NOUN
fcis-15815	114	9	solutions	solution	NOUN
fcis-15815	114	10	can	can	AUX
fcis-15815	114	11	already	already	ADV
fcis-15815	114	12	achieve	achieve	VERB
fcis-15815	114	13	good	good	ADJ
fcis-15815	114	14	attack	attack	NOUN
fcis-15815	114	15	detection	detection	NOUN
fcis-15815	114	16	using	use	VERB
fcis-15815	114	17	only	only	ADJ
fcis-15815	114	18	ordinary	ordinary	ADJ
fcis-15815	114	19	collection	collection	NOUN
fcis-15815	114	20	devices	device	NOUN
fcis-15815	114	21	(	(	PUNCT
fcis-15815	114	22	such	such	ADJ
fcis-15815	114	23	as	as	ADP
fcis-15815	114	24	a	a	DET
fcis-15815	114	25	laptop	laptop	NOUN
fcis-15815	114	26	)	)	PUNCT
fcis-15815	114	27	.	.	PUNCT
fcis-15815	115	1	however	however	ADV
fcis-15815	115	2	,	,	PUNCT
fcis-15815	115	3	the	the	DET
fcis-15815	115	4	detection	detection	NOUN
fcis-15815	115	5	rate	rate	NOUN
fcis-15815	115	6	in	in	ADP
fcis-15815	115	7	dynamic	dynamic	ADJ
fcis-15815	115	8	and	and	CCONJ
fcis-15815	115	9	static	static	ADJ
fcis-15815	115	10	environments	environment	NOUN
fcis-15815	115	11	is	be	AUX
fcis-15815	115	12	still	still	ADV
fcis-15815	115	13	not	not	PART
fcis-15815	115	14	perfect	perfect	ADJ
fcis-15815	115	15	,	,	PUNCT
fcis-15815	115	16	and	and	CCONJ
fcis-15815	115	17	there	there	PRON
fcis-15815	115	18	is	be	VERB
fcis-15815	115	19	still	still	ADV
fcis-15815	115	20	room	room	NOUN
fcis-15815	115	21	for	for	ADP
fcis-15815	115	22	improvement	improvement	NOUN
fcis-15815	115	23	.	.	PUNCT
fcis-15815	116	1	inspired	inspire	VERB
fcis-15815	116	2	by	by	ADP
fcis-15815	116	3	this	this	PRON
fcis-15815	116	4	,	,	PUNCT
fcis-15815	116	5	we	we	PRON
fcis-15815	116	6	will	will	AUX
fcis-15815	116	7	propose	propose	VERB
fcis-15815	116	8	a	a	DET
fcis-15815	116	9	lightweight	lightweight	ADJ
fcis-15815	116	10	csi	csi	ADJ
fcis-15815	116	11	-	-	PUNCT
fcis-15815	116	12	based	base	VERB
fcis-15815	116	13	rap	rap	NOUN
fcis-15815	116	14	attack	attack	NOUN
fcis-15815	116	15	detection	detection	NOUN
fcis-15815	116	16	solution	solution	NOUN
fcis-15815	116	17	,	,	PUNCT
fcis-15815	116	18	which	which	PRON
fcis-15815	116	19	has	have	VERB
fcis-15815	116	20	a	a	DET
fcis-15815	116	21	better	well	ADJ
fcis-15815	116	22	detection	detection	NOUN
fcis-15815	116	23	rate	rate	NOUN
fcis-15815	116	24	in	in	ADP
fcis-15815	116	25	both	both	CCONJ
fcis-15815	116	26	dynamic	dynamic	ADJ
fcis-15815	116	27	and	and	CCONJ
fcis-15815	116	28	static	static	ADJ
fcis-15815	116	29	environments	environment	NOUN
fcis-15815	116	30	.	.	PUNCT
fcis-15815	117	1	its	its	PRON
fcis-15815	117	2	good	good	ADJ
fcis-15815	117	3	robustness	robustness	NOUN
fcis-15815	117	4	and	and	CCONJ
fcis-15815	117	5	stability	stability	NOUN
fcis-15815	117	6	features	feature	NOUN
fcis-15815	117	7	have	have	AUX
fcis-15815	117	8	been	be	AUX
fcis-15815	117	9	extensively	extensively	ADV
fcis-15815	117	10	verified	verify	VERB
fcis-15815	117	11	in	in	ADP
fcis-15815	117	12	real	real	ADJ
fcis-15815	117	13	-	-	PUNCT
fcis-15815	117	14	world	world	NOUN
fcis-15815	117	15	scenarios	scenario	NOUN
fcis-15815	117	16	.	.	PUNCT
fcis-15815	118	1	4	4	X
fcis-15815	118	2	.	.	X
fcis-15815	118	3	methodology	methodology	NOUN
fcis-15815	118	4	we	we	PRON
fcis-15815	118	5	propose	propose	VERB
fcis-15815	118	6	a	a	DET
fcis-15815	118	7	new	new	ADJ
fcis-15815	118	8	solution	solution	NOUN
fcis-15815	118	9	rdi	rdi	PROPN
fcis-15815	118	10	to	to	PART
fcis-15815	118	11	realize	realize	VERB
fcis-15815	118	12	the	the	DET
fcis-15815	118	13	identification	identification	NOUN
fcis-15815	118	14	of	of	ADP
fcis-15815	118	15	wireless	wireless	ADJ
fcis-15815	118	16	devices	device	NOUN
fcis-15815	118	17	.	.	PUNCT
fcis-15815	119	1	in	in	ADP
fcis-15815	119	2	this	this	DET
fcis-15815	119	3	section	section	NOUN
fcis-15815	119	4	,	,	PUNCT
fcis-15815	119	5	we	we	PRON
fcis-15815	119	6	introduce	introduce	VERB
fcis-15815	119	7	the	the	DET
fcis-15815	119	8	specific	specific	ADJ
fcis-15815	119	9	principles	principle	NOUN
fcis-15815	119	10	and	and	CCONJ
fcis-15815	119	11	workflow	workflow	NOUN
fcis-15815	119	12	of	of	ADP
fcis-15815	119	13	rdi	rdi	PROPN
fcis-15815	119	14	in	in	ADP
fcis-15815	119	15	detail	detail	NOUN
fcis-15815	119	16	.	.	PUNCT
fcis-15815	120	1	4.1	4.1	NUM
fcis-15815	120	2	.	.	X
fcis-15815	120	3	overview	overview	NOUN
fcis-15815	120	4	we	we	PRON
fcis-15815	120	5	innovatively	innovatively	ADV
fcis-15815	120	6	propose	propose	VERB
fcis-15815	120	7	a	a	DET
fcis-15815	120	8	lightweight	lightweight	ADJ
fcis-15815	120	9	solution	solution	NOUN
fcis-15815	120	10	rdi	rdi	PROPN
fcis-15815	120	11	for	for	ADP
fcis-15815	120	12	rap	rap	NOUN
fcis-15815	120	13	attack	attack	NOUN
fcis-15815	120	14	detection	detection	NOUN
fcis-15815	120	15	,	,	PUNCT
fcis-15815	120	16	which	which	PRON
fcis-15815	120	17	uses	use	VERB
fcis-15815	120	18	the	the	DET
fcis-15815	120	19	multi	multi	ADJ
fcis-15815	120	20	-	-	ADJ
fcis-15815	120	21	antenna	antenna	ADJ
fcis-15815	120	22	spatial	spatial	ADJ
fcis-15815	120	23	dimensions	dimension	NOUN
fcis-15815	120	24	provided	provide	VERB
fcis-15815	120	25	by	by	ADP
fcis-15815	120	26	modern	modern	ADJ
fcis-15815	120	27	mimo	mimo	PROPN
fcis-15815	120	28	devices	devices	PROPN
fcis-15815	120	29	to	to	PART
fcis-15815	120	30	extract	extract	VERB
fcis-15815	120	31	phase	phase	NOUN
fcis-15815	120	32	errors	error	NOUN
fcis-15815	120	33	within	within	ADP
fcis-15815	120	34	multiple	multiple	ADJ
fcis-15815	120	35	groups	group	NOUN
fcis-15815	120	36	of	of	ADP
fcis-15815	120	37	antennas	antenna	NOUN
fcis-15815	120	38	as	as	SCONJ
fcis-15815	120	39	device	device	NOUN
fcis-15815	120	40	features	feature	NOUN
fcis-15815	120	41	.	.	PUNCT
fcis-15815	121	1	our	our	PRON
fcis-15815	121	2	method	method	NOUN
fcis-15815	121	3	consists	consist	VERB
fcis-15815	121	4	of	of	ADP
fcis-15815	121	5	three	three	NUM
fcis-15815	121	6	parts	part	NOUN
fcis-15815	121	7	:	:	PUNCT
fcis-15815	121	8	estimating	estimate	VERB
fcis-15815	121	9	rpe	rpe	PROPN
fcis-15815	121	10	from	from	ADP
fcis-15815	121	11	csi	csi	PROPN
fcis-15815	121	12	,	,	PUNCT
fcis-15815	121	13	data	datum	NOUN
fcis-15815	121	14	processing	processing	NOUN
fcis-15815	121	15	,	,	PUNCT
fcis-15815	121	16	cnn	cnn	PROPN
fcis-15815	121	17	multi	multi	ADJ
fcis-15815	121	18	-	-	ADJ
fcis-15815	121	19	modal	modal	ADJ
fcis-15815	121	20	neural	neural	ADJ
fcis-15815	121	21	network	network	NOUN
fcis-15815	121	22	.	.	PUNCT
fcis-15815	122	1	estimating	estimate	VERB
fcis-15815	122	2	rpe	rpe	PROPN
fcis-15815	122	3	from	from	ADP
fcis-15815	122	4	csi	csi	PROPN
fcis-15815	122	5	:	:	PUNCT
fcis-15815	122	6	this	this	DET
fcis-15815	122	7	module	module	NOUN
fcis-15815	122	8	is	be	AUX
fcis-15815	122	9	responsible	responsible	ADJ
fcis-15815	122	10	for	for	ADP
fcis-15815	122	11	estimating	estimate	VERB
fcis-15815	122	12	rpe	rpe	PROPN
fcis-15815	122	13	from	from	ADP
fcis-15815	122	14	csi	csi	PROPN
fcis-15815	122	15	.	.	PUNCT
fcis-15815	123	1	the	the	DET
fcis-15815	123	2	key	key	ADJ
fcis-15815	123	3	innovation	innovation	NOUN
fcis-15815	123	4	in	in	ADP
fcis-15815	123	5	rdi	rdi	PROPN
fcis-15815	123	6	is	be	AUX
fcis-15815	123	7	that	that	SCONJ
fcis-15815	123	8	we	we	PRON
fcis-15815	123	9	propose	propose	VERB
fcis-15815	123	10	a	a	DET
fcis-15815	123	11	new	new	ADJ
fcis-15815	123	12	device	device	NOUN
fcis-15815	123	13	fingerprint	fingerprint	NOUN
fcis-15815	123	14	rpe	rpe	PROPN
fcis-15815	123	15	.	.	PUNCT
fcis-15815	124	1	specifically	specifically	ADV
fcis-15815	124	2	,	,	PUNCT
fcis-15815	124	3	rpe	rpe	PROPN
fcis-15815	124	4	is	be	AUX
fcis-15815	124	5	a	a	DET
fcis-15815	124	6	specific	specific	ADJ
fcis-15815	124	7	relationship	relationship	NOUN
fcis-15815	124	8	between	between	ADP
fcis-15815	124	9	the	the	DET
fcis-15815	124	10	phase	phase	NOUN
fcis-15815	124	11	errors	error	NOUN
fcis-15815	124	12	of	of	ADP
fcis-15815	124	13	multiple	multiple	ADJ
fcis-15815	124	14	sets	set	NOUN
fcis-15815	124	15	of	of	ADP
fcis-15815	124	16	antennas	antenna	NOUN
fcis-15815	124	17	in	in	ADP
fcis-15815	124	18	a	a	DET
fcis-15815	124	19	wireless	wireless	ADJ
fcis-15815	124	20	device	device	NOUN
fcis-15815	124	21	,	,	PUNCT
fcis-15815	124	22	which	which	PRON
fcis-15815	124	23	can	can	AUX
fcis-15815	124	24	be	be	AUX
fcis-15815	124	25	output	output	NOUN
fcis-15815	124	26	as	as	ADP
fcis-15815	124	27	a	a	DET
fcis-15815	124	28	constant	constant	ADJ
fcis-15815	124	29	and	and	CCONJ
fcis-15815	124	30	unique	unique	ADJ
fcis-15815	124	31	device	device	NOUN
fcis-15815	124	32	characteristic	characteristic	ADJ
fcis-15815	124	33	through	through	ADP
fcis-15815	124	34	calculation	calculation	NOUN
fcis-15815	124	35	and	and	CCONJ
fcis-15815	124	36	other	other	ADJ
fcis-15815	124	37	processing	processing	NOUN
fcis-15815	124	38	.	.	PUNCT
fcis-15815	125	1	we	we	PRON
fcis-15815	125	2	put	put	VERB
fcis-15815	125	3	the	the	DET
fcis-15815	125	4	work	work	NOUN
fcis-15815	125	5	of	of	ADP
fcis-15815	125	6	extracting	extract	VERB
fcis-15815	125	7	unique	unique	ADJ
fcis-15815	125	8	features	feature	NOUN
fcis-15815	125	9	of	of	ADP
fcis-15815	125	10	fingerprints	fingerprint	NOUN
fcis-15815	125	11	in	in	ADP
fcis-15815	125	12	the	the	DET
fcis-15815	125	13	neural	neural	ADJ
fcis-15815	125	14	network	network	NOUN
fcis-15815	125	15	model	model	NOUN
fcis-15815	125	16	,	,	PUNCT
fcis-15815	125	17	and	and	CCONJ
fcis-15815	125	18	we	we	PRON
fcis-15815	125	19	only	only	ADV
fcis-15815	125	20	need	need	VERB
fcis-15815	125	21	to	to	PART
fcis-15815	125	22	determine	determine	VERB
fcis-15815	125	23	the	the	DET
fcis-15815	125	24	input	input	NOUN
fcis-15815	125	25	content	content	NOUN
fcis-15815	125	26	.	.	PUNCT
fcis-15815	126	1	data	datum	NOUN
fcis-15815	126	2	processing	processing	NOUN
fcis-15815	126	3	:	:	PUNCT
fcis-15815	126	4	this	this	DET
fcis-15815	126	5	module	module	NOUN
fcis-15815	126	6	is	be	AUX
fcis-15815	126	7	responsible	responsible	ADJ
fcis-15815	126	8	for	for	ADP
fcis-15815	126	9	the	the	DET
fcis-15815	126	10	graphical	graphical	ADJ
fcis-15815	126	11	processing	processing	NOUN
fcis-15815	126	12	of	of	ADP
fcis-15815	126	13	the	the	DET
fcis-15815	126	14	obtained	obtain	VERB
fcis-15815	126	15	rpe	rpe	PROPN
fcis-15815	126	16	so	so	SCONJ
fcis-15815	126	17	that	that	SCONJ
fcis-15815	126	18	we	we	PRON
fcis-15815	126	19	can	can	AUX
fcis-15815	126	20	visually	visually	ADV
fcis-15815	126	21	observe	observe	VERB
fcis-15815	126	22	the	the	DET
fcis-15815	126	23	relationship	relationship	NOUN
fcis-15815	126	24	between	between	ADP
fcis-15815	126	25	the	the	DET
fcis-15815	126	26	phase	phase	NOUN
fcis-15815	126	27	errors	error	NOUN
fcis-15815	126	28	of	of	ADP
fcis-15815	126	29	different	different	ADJ
fcis-15815	126	30	antenna	antenna	NOUN
fcis-15815	126	31	groups	group	NOUN
fcis-15815	126	32	.	.	PUNCT
fcis-15815	127	1	more	more	ADV
fcis-15815	127	2	importantly	importantly	ADV
fcis-15815	127	3	,	,	PUNCT
fcis-15815	127	4	it	it	PRON
fcis-15815	127	5	is	be	AUX
fcis-15815	127	6	conducive	conducive	ADJ
fcis-15815	127	7	to	to	ADP
fcis-15815	127	8	our	our	PRON
fcis-15815	127	9	efficient	efficient	ADJ
fcis-15815	127	10	input	input	NOUN
fcis-15815	127	11	in	in	ADP
fcis-15815	127	12	the	the	DET
fcis-15815	127	13	subsequent	subsequent	ADJ
fcis-15815	127	14	cnn	cnn	PROPN
fcis-15815	127	15	neural	neural	ADJ
fcis-15815	127	16	network	network	NOUN
fcis-15815	127	17	classification	classification	NOUN
fcis-15815	127	18	.	.	PUNCT
fcis-15815	128	1	cnn	cnn	PROPN
fcis-15815	128	2	multi	multi	ADJ
fcis-15815	128	3	-	-	ADJ
fcis-15815	128	4	modal	modal	ADJ
fcis-15815	128	5	neural	neural	ADJ
fcis-15815	128	6	network	network	NOUN
fcis-15815	128	7	:	:	PUNCT
fcis-15815	128	8	in	in	ADP
fcis-15815	128	9	this	this	DET
fcis-15815	128	10	module	module	NOUN
fcis-15815	128	11	,	,	PUNCT
fcis-15815	128	12	we	we	PRON
fcis-15815	128	13	propose	propose	VERB
fcis-15815	128	14	a	a	DET
fcis-15815	128	15	multi	multi	ADJ
fcis-15815	128	16	-	-	ADJ
fcis-15815	128	17	modal	modal	ADJ
fcis-15815	128	18	cnn	cnn	PROPN
fcis-15815	128	19	model	model	NOUN
fcis-15815	128	20	that	that	PRON
fcis-15815	128	21	can	can	AUX
fcis-15815	128	22	classify	classify	VERB
fcis-15815	128	23	and	and	CCONJ
fcis-15815	128	24	predict	predict	VERB
fcis-15815	128	25	wireless	wireless	ADJ
fcis-15815	128	26	devices	device	NOUN
fcis-15815	128	27	by	by	ADP
fcis-15815	128	28	taking	take	VERB
fcis-15815	128	29	the	the	DET
fcis-15815	128	30	offset	offset	NOUN
fcis-15815	128	31	trajectory	trajectory	NOUN
fcis-15815	128	32	image	image	NOUN
fcis-15815	128	33	of	of	ADP
fcis-15815	128	34	rpe	rpe	PROPN
fcis-15815	128	35	as	as	ADP
fcis-15815	128	36	input	input	NOUN
fcis-15815	128	37	,	,	PUNCT
fcis-15815	128	38	thereby	thereby	ADV
fcis-15815	128	39	achieving	achieve	VERB
fcis-15815	128	40	rap	rap	NOUN
fcis-15815	128	41	attack	attack	NOUN
fcis-15815	128	42	detection	detection	NOUN
fcis-15815	128	43	.	.	PUNCT
fcis-15815	129	1	our	our	PRON
fcis-15815	129	2	solution	solution	NOUN
fcis-15815	129	3	completes	complete	VERB
fcis-15815	129	4	rap	rap	NOUN
fcis-15815	129	5	attack	attack	NOUN
fcis-15815	129	6	detection	detection	NOUN
fcis-15815	129	7	by	by	ADP
fcis-15815	129	8	extracting	extract	VERB
fcis-15815	129	9	hardware	hardware	NOUN
fcis-15815	129	10	fingerprint	fingerprint	NOUN
fcis-15815	129	11	features	feature	NOUN
fcis-15815	129	12	and	and	CCONJ
fcis-15815	129	13	performing	perform	VERB
fcis-15815	129	14	efficient	efficient	ADJ
fcis-15815	129	15	classification	classification	NOUN
fcis-15815	129	16	,	,	PUNCT
fcis-15815	129	17	thereby	thereby	ADV
fcis-15815	129	18	identifying	identify	VERB
fcis-15815	129	19	device	device	NOUN
fcis-15815	129	20	identification	identification	NOUN
fcis-15815	129	21	.	.	PUNCT
fcis-15815	130	1	the	the	DET
fcis-15815	130	2	88	88	NUM
fcis-15815	130	3	following	follow	VERB
fcis-15815	130	4	parts	part	NOUN
fcis-15815	130	5	of	of	ADP
fcis-15815	130	6	this	this	DET
fcis-15815	130	7	section	section	NOUN
fcis-15815	130	8	introduce	introduce	VERB
fcis-15815	130	9	the	the	DET
fcis-15815	130	10	specific	specific	ADJ
fcis-15815	130	11	methods	method	NOUN
fcis-15815	130	12	and	and	CCONJ
fcis-15815	130	13	details	detail	NOUN
fcis-15815	130	14	of	of	ADP
fcis-15815	130	15	each	each	DET
fcis-15815	130	16	part	part	NOUN
fcis-15815	130	17	.	.	PUNCT
fcis-15815	131	1	fig	fig	NOUN
fcis-15815	131	2	2	2	NUM
fcis-15815	131	3	.	.	NOUN
fcis-15815	131	4	phase	phase	NOUN
fcis-15815	131	5	error	error	NOUN
fcis-15815	131	6	between	between	ADP
fcis-15815	131	7	three	three	NUM
fcis-15815	131	8	different	different	ADJ
fcis-15815	131	9	sets	set	NOUN
fcis-15815	131	10	of	of	ADP
fcis-15815	131	11	antennas	antenna	NOUN
fcis-15815	131	12	fig	fig	NOUN
fcis-15815	131	13	3	3	NUM
fcis-15815	131	14	.	.	PUNCT
fcis-15815	132	1	fingerprint	fingerprint	NOUN
fcis-15815	132	2	of	of	ADP
fcis-15815	132	3	three	three	NUM
fcis-15815	132	4	different	different	ADJ
fcis-15815	132	5	devices	device	NOUN
fcis-15815	132	6	4.2	4.2	NUM
fcis-15815	132	7	.	.	PUNCT
fcis-15815	133	1	estimating	estimate	VERB
fcis-15815	133	2	rpe	rpe	PROPN
fcis-15815	133	3	from	from	ADP
fcis-15815	133	4	csi	csi	PROPN
fcis-15815	133	5	since	since	SCONJ
fcis-15815	133	6	the	the	DET
fcis-15815	133	7	phase	phase	NOUN
fcis-15815	133	8	errors	error	NOUN
fcis-15815	133	9	between	between	ADP
fcis-15815	133	10	the	the	DET
fcis-15815	133	11	antenna	antenna	NOUN
fcis-15815	133	12	groups	group	NOUN
fcis-15815	133	13	included	include	VERB
fcis-15815	133	14	in	in	ADP
fcis-15815	133	15	the	the	DET
fcis-15815	133	16	same	same	ADJ
fcis-15815	133	17	wireless	wireless	ADJ
fcis-15815	133	18	device	device	NOUN
fcis-15815	133	19	are	be	AUX
fcis-15815	133	20	inconsistent	inconsistent	ADJ
fcis-15815	133	21	,	,	PUNCT
fcis-15815	133	22	as	as	SCONJ
fcis-15815	133	23	shown	show	VERB
fcis-15815	133	24	in	in	ADP
fcis-15815	133	25	the	the	DET
fcis-15815	133	26	fig	fig	NOUN
fcis-15815	133	27	.	.	PUNCT
fcis-15815	134	1	2	2	NUM
fcis-15815	134	2	,	,	PUNCT
fcis-15815	134	3	and	and	CCONJ
fcis-15815	134	4	there	there	PRON
fcis-15815	134	5	is	be	VERB
fcis-15815	134	6	a	a	DET
fcis-15815	134	7	constant	constant	ADJ
fcis-15815	134	8	relative	relative	ADJ
fcis-15815	134	9	relationship	relationship	NOUN
fcis-15815	134	10	between	between	ADP
fcis-15815	134	11	them	they	PRON
fcis-15815	134	12	.	.	PUNCT
fcis-15815	135	1	therefore	therefore	ADV
fcis-15815	135	2	,	,	PUNCT
fcis-15815	135	3	we	we	PRON
fcis-15815	135	4	study	study	VERB
fcis-15815	135	5	it	it	PRON
fcis-15815	135	6	and	and	CCONJ
fcis-15815	135	7	use	use	VERB
fcis-15815	135	8	eq	eq	ADJ
fcis-15815	135	9	.	.	PUNCT
fcis-15815	136	1	(	(	PUNCT
fcis-15815	136	2	1	1	X
fcis-15815	136	3	)	)	PUNCT
fcis-15815	136	4	to	to	PART
fcis-15815	136	5	obtain	obtain	VERB
fcis-15815	136	6	the	the	DET
fcis-15815	136	7	phase	phase	NOUN
fcis-15815	136	8	error	error	NOUN
fcis-15815	136	9	from	from	ADP
fcis-15815	136	10	csi	csi	PROPN
fcis-15815	136	11	,	,	PUNCT
fcis-15815	136	12	and	and	CCONJ
fcis-15815	136	13	establish	establish	VERB
fcis-15815	136	14	a	a	DET
fcis-15815	136	15	new	new	ADJ
fcis-15815	136	16	device	device	NOUN
fcis-15815	136	17	fingerprint	fingerprint	NOUN
fcis-15815	136	18	rpe	rpe	PROPN
fcis-15815	136	19	to	to	PART
fcis-15815	136	20	detect	detect	VERB
fcis-15815	136	21	rap	rap	NOUN
fcis-15815	136	22	attacks	attack	NOUN
fcis-15815	136	23	.	.	PUNCT
fcis-15815	137	1	we	we	PRON
fcis-15815	137	2	select	select	VERB
fcis-15815	137	3	three	three	NUM
fcis-15815	137	4	groups	group	NOUN
fcis-15815	137	5	of	of	ADP
fcis-15815	137	6	antennas	antenna	NOUN
fcis-15815	137	7	,	,	PUNCT
fcis-15815	137	8	the	the	DET
fcis-15815	137	9	transmitting	transmit	VERB
fcis-15815	137	10	antenna	antenna	NOUN
fcis-15815	137	11	a	a	PRON
fcis-15815	137	12	and	and	CCONJ
fcis-15815	137	13	the	the	DET
fcis-15815	137	14	receiving	receive	VERB
fcis-15815	137	15	antennas	antennas	NOUN
fcis-15815	137	16	b1	b1	NOUN
fcis-15815	137	17	,	,	PUNCT
fcis-15815	137	18	b2	b2	NOUN
fcis-15815	137	19	,	,	PUNCT
fcis-15815	137	20	and	and	CCONJ
fcis-15815	137	21	b3	b3	PROPN
fcis-15815	137	22	,	,	PUNCT
fcis-15815	137	23	and	and	CCONJ
fcis-15815	137	24	extract	extract	VERB
fcis-15815	137	25	the	the	DET
fcis-15815	137	26	phase	phase	NOUN
fcis-15815	137	27	errors	error	NOUN
fcis-15815	137	28	of	of	ADP
fcis-15815	137	29	the	the	DET
fcis-15815	137	30	three	three	NUM
fcis-15815	137	31	groups	group	NOUN
fcis-15815	137	32	of	of	ADP
fcis-15815	137	33	tx	tx	PROPN
fcis-15815	137	34	-	-	PUNCT
fcis-15815	137	35	rx	rx	VERB
fcis-15815	137	36	in	in	ADP
fcis-15815	137	37	the	the	DET
fcis-15815	137	38	device	device	NOUN
fcis-15815	137	39	,	,	PUNCT
fcis-15815	137	40	recorded	record	VERB
fcis-15815	137	41	as	as	ADP
fcis-15815	137	42	θ1,θ2,θ3	θ1,θ2,θ3	NOUN
fcis-15815	137	43	.	.	PUNCT
fcis-15815	138	1	for	for	ADP
fcis-15815	138	2	example	example	NOUN
fcis-15815	138	3	,	,	PUNCT
fcis-15815	138	4	θ1	θ1	NOUN
fcis-15815	138	5	represents	represent	VERB
fcis-15815	138	6	the	the	DET
fcis-15815	138	7	phase	phase	NOUN
fcis-15815	138	8	error	error	NOUN
fcis-15815	138	9	between	between	ADP
fcis-15815	138	10	the	the	DET
fcis-15815	138	11	transmitting	transmit	VERB
fcis-15815	138	12	antenna	antenna	NOUN
fcis-15815	138	13	a	a	PRON
fcis-15815	138	14	and	and	CCONJ
fcis-15815	138	15	the	the	DET
fcis-15815	138	16	receiving	receive	VERB
fcis-15815	138	17	antenna	antenna	NOUN
fcis-15815	138	18	b1	b1	NOUN
fcis-15815	138	19	.	.	PUNCT
fcis-15815	139	1	we	we	PRON
fcis-15815	139	2	can	can	AUX
fcis-15815	139	3	express	express	VERB
fcis-15815	139	4	their	their	PRON
fcis-15815	139	5	relative	relative	ADJ
fcis-15815	139	6	relationship	relationship	NOUN
fcis-15815	139	7	as	as	ADP
fcis-15815	139	8	:	:	PUNCT
fcis-15815	139	9	∆θ	∆θ	PROPN
fcis-15815	139	10	θ	θ	PROPN
fcis-15815	139	11	θ	θ	X
fcis-15815	140	1	∆θ	∆θ	PROPN
fcis-15815	141	1	θ	θ	NOUN
fcis-15815	141	2	θ	θ	X
fcis-15815	141	3	∆θ	∆θ	PROPN
fcis-15815	141	4	θ	θ	X
fcis-15815	141	5	θ	θ	X
fcis-15815	141	6	where	where	SCONJ
fcis-15815	141	7	∆θ	∆θ	PROPN
fcis-15815	141	8	,	,	PUNCT
fcis-15815	141	9	∆θ	∆θ	PROPN
fcis-15815	141	10	and	and	CCONJ
fcis-15815	141	11	∆θ	∆θ	PROPN
fcis-15815	141	12	represent	represent	VERB
fcis-15815	141	13	the	the	DET
fcis-15815	141	14	rpe	rpe	PROPN
fcis-15815	141	15	between	between	ADP
fcis-15815	141	16	multiple	multiple	ADJ
fcis-15815	141	17	sets	set	NOUN
fcis-15815	141	18	of	of	ADP
fcis-15815	141	19	antennas	antenna	NOUN
fcis-15815	141	20	in	in	ADP
fcis-15815	141	21	a	a	DET
fcis-15815	141	22	wireless	wireless	ADJ
fcis-15815	141	23	device	device	NOUN
fcis-15815	141	24	.	.	PUNCT
fcis-15815	142	1	so	so	ADV
fcis-15815	142	2	in	in	ADP
fcis-15815	142	3	the	the	DET
fcis-15815	142	4	end	end	NOUN
fcis-15815	142	5	we	we	PRON
fcis-15815	142	6	use	use	VERB
fcis-15815	142	7	the	the	DET
fcis-15815	142	8	relative	relative	ADJ
fcis-15815	142	9	phase	phase	NOUN
fcis-15815	142	10	errors	error	VERB
fcis-15815	142	11	∆θ	∆θ	PROPN
fcis-15815	142	12	,	,	PUNCT
fcis-15815	142	13	∆θ	∆θ	PROPN
fcis-15815	142	14	and	and	CCONJ
fcis-15815	142	15	∆θ	∆θ	PROPN
fcis-15815	142	16	of	of	ADP
fcis-15815	142	17	the	the	DET
fcis-15815	142	18	three	three	NUM
fcis-15815	142	19	links	link	NOUN
fcis-15815	142	20	θ	θ	NOUN
fcis-15815	142	21	1	1	NUM
fcis-15815	142	22	,	,	PUNCT
fcis-15815	142	23	θ	θ	PROPN
fcis-15815	142	24	2	2	NUM
fcis-15815	142	25	and	and	CCONJ
fcis-15815	142	26	θ	θ	PROPN
fcis-15815	142	27	3	3	NUM
fcis-15815	142	28	as	as	ADP
fcis-15815	142	29	our	our	PRON
fcis-15815	142	30	initial	initial	ADJ
fcis-15815	142	31	fingerprint	fingerprint	NOUN
fcis-15815	142	32	data	datum	NOUN
fcis-15815	142	33	input	input	NOUN
fcis-15815	142	34	.	.	PUNCT
fcis-15815	143	1	as	as	SCONJ
fcis-15815	143	2	shown	show	VERB
fcis-15815	143	3	in	in	ADP
fcis-15815	143	4	fig	fig	NOUN
fcis-15815	143	5	.	.	PUNCT
fcis-15815	144	1	3	3	NUM
fcis-15815	144	2	,	,	PUNCT
fcis-15815	144	3	the	the	DET
fcis-15815	144	4	extracted	extract	VERB
fcis-15815	144	5	fingerprints	fingerprint	NOUN
fcis-15815	144	6	are	be	AUX
fcis-15815	144	7	different	different	ADJ
fcis-15815	144	8	across	across	ADP
fcis-15815	144	9	devices	device	NOUN
fcis-15815	144	10	.	.	PUNCT
fcis-15815	145	1	so	so	ADV
fcis-15815	145	2	the	the	DET
fcis-15815	145	3	relative	relative	ADJ
fcis-15815	145	4	relationship	relationship	NOUN
fcis-15815	145	5	between	between	ADP
fcis-15815	145	6	the	the	DET
fcis-15815	145	7	phase	phase	NOUN
fcis-15815	145	8	errors	error	NOUN
fcis-15815	145	9	between	between	ADP
fcis-15815	145	10	tx	tx	PROPN
fcis-15815	145	11	-	-	PUNCT
fcis-15815	145	12	rx	rx	NOUN
fcis-15815	145	13	is	be	AUX
fcis-15815	145	14	output	output	NOUN
fcis-15815	145	15	as	as	ADP
fcis-15815	145	16	a	a	DET
fcis-15815	145	17	device	device	NOUN
fcis-15815	145	18	fingerprint	fingerprint	NOUN
fcis-15815	145	19	,	,	PUNCT
fcis-15815	145	20	that	that	PRON
fcis-15815	145	21	is	be	AUX
fcis-15815	145	22	rpe	rpe	PROPN
fcis-15815	145	23	,	,	PUNCT
fcis-15815	145	24	for	for	ADP
fcis-15815	145	25	identification	identification	NOUN
fcis-15815	145	26	of	of	ADP
fcis-15815	145	27	wifi	wifi	NOUN
fcis-15815	145	28	devices	device	NOUN
fcis-15815	145	29	.	.	PUNCT
fcis-15815	146	1	4.3	4.3	NUM
fcis-15815	146	2	.	.	PUNCT
fcis-15815	146	3	processing	processing	NOUN
fcis-15815	146	4	of	of	ADP
fcis-15815	146	5	data	datum	NOUN
fcis-15815	146	6	this	this	DET
fcis-15815	146	7	module	module	NOUN
fcis-15815	146	8	is	be	AUX
fcis-15815	146	9	responsible	responsible	ADJ
fcis-15815	146	10	for	for	ADP
fcis-15815	146	11	processing	process	VERB
fcis-15815	146	12	data	datum	NOUN
fcis-15815	146	13	of	of	ADP
fcis-15815	146	14	rpe	rpe	PROPN
fcis-15815	146	15	.	.	PUNCT
fcis-15815	147	1	we	we	PRON
fcis-15815	147	2	reflect	reflect	VERB
fcis-15815	147	3	the	the	DET
fcis-15815	147	4	obtained	obtain	VERB
fcis-15815	147	5	phase	phase	NOUN
fcis-15815	147	6	error	error	NOUN
fcis-15815	147	7	and	and	CCONJ
fcis-15815	147	8	rpe	rpe	PROPN
fcis-15815	147	9	in	in	ADP
fcis-15815	147	10	an	an	DET
fcis-15815	147	11	intuitive	intuitive	ADJ
fcis-15815	147	12	twodimensional	twodimensional	ADJ
fcis-15815	147	13	space	space	NOUN
fcis-15815	147	14	,	,	PUNCT
fcis-15815	147	15	which	which	PRON
fcis-15815	147	16	can	can	AUX
fcis-15815	147	17	also	also	ADV
fcis-15815	147	18	provide	provide	VERB
fcis-15815	147	19	convenient	convenient	ADJ
fcis-15815	147	20	and	and	CCONJ
fcis-15815	147	21	efficient	efficient	ADJ
fcis-15815	147	22	input	input	NOUN
fcis-15815	147	23	for	for	ADP
fcis-15815	147	24	subsequent	subsequent	ADJ
fcis-15815	147	25	neural	neural	ADJ
fcis-15815	147	26	network	network	NOUN
fcis-15815	147	27	classification	classification	NOUN
fcis-15815	147	28	.	.	PUNCT
fcis-15815	148	1	after	after	ADP
fcis-15815	148	2	obtaining	obtain	VERB
fcis-15815	148	3	the	the	DET
fcis-15815	148	4	phase	phase	NOUN
fcis-15815	148	5	errors	error	NOUN
fcis-15815	148	6	of	of	ADP
fcis-15815	148	7	the	the	DET
fcis-15815	148	8	device	device	NOUN
fcis-15815	148	9	from	from	ADP
fcis-15815	148	10	the	the	DET
fcis-15815	148	11	csi	csi	PROPN
fcis-15815	148	12	,	,	PUNCT
fcis-15815	148	13	it	it	PRON
fcis-15815	148	14	can	can	AUX
fcis-15815	148	15	be	be	AUX
fcis-15815	148	16	found	find	VERB
fcis-15815	148	17	through	through	ADP
fcis-15815	148	18	observation	observation	NOUN
fcis-15815	148	19	that	that	SCONJ
fcis-15815	148	20	they	they	PRON
fcis-15815	148	21	all	all	PRON
fcis-15815	148	22	have	have	AUX
fcis-15815	148	23	a	a	DET
fcis-15815	148	24	deviation	deviation	NOUN
fcis-15815	148	25	range	range	NOUN
fcis-15815	148	26	determined	determine	VERB
fcis-15815	148	27	by	by	ADP
fcis-15815	148	28	30	30	NUM
fcis-15815	148	29	subcarriers	subcarrier	NOUN
fcis-15815	148	30	.	.	PUNCT
fcis-15815	149	1	to	to	PART
fcis-15815	149	2	observe	observe	VERB
fcis-15815	149	3	this	this	DET
fcis-15815	149	4	deviation	deviation	NOUN
fcis-15815	149	5	more	more	ADV
fcis-15815	149	6	intuitively	intuitively	ADV
fcis-15815	149	7	and	and	CCONJ
fcis-15815	149	8	to	to	PART
fcis-15815	149	9	study	study	VERB
fcis-15815	149	10	the	the	DET
fcis-15815	149	11	deviation	deviation	NOUN
fcis-15815	149	12	relationship	relationship	NOUN
fcis-15815	149	13	between	between	ADP
fcis-15815	149	14	different	different	ADJ
fcis-15815	149	15	groups	group	NOUN
fcis-15815	149	16	of	of	ADP
fcis-15815	149	17	antennas	antenna	NOUN
fcis-15815	149	18	more	more	ADV
fcis-15815	149	19	conveniently	conveniently	ADV
fcis-15815	149	20	,	,	PUNCT
fcis-15815	149	21	we	we	PRON
fcis-15815	149	22	convert	convert	VERB
fcis-15815	149	23	them	they	PRON
fcis-15815	149	24	into	into	ADP
fcis-15815	149	25	graphs	graph	NOUN
fcis-15815	149	26	and	and	CCONJ
fcis-15815	149	27	place	place	VERB
fcis-15815	149	28	them	they	PRON
fcis-15815	149	29	in	in	ADP
fcis-15815	149	30	two	two	NUM
fcis-15815	149	31	-	-	PUNCT
fcis-15815	149	32	dimensional	dimensional	ADJ
fcis-15815	149	33	space	space	NOUN
fcis-15815	149	34	for	for	ADP
fcis-15815	149	35	the	the	DET
fcis-15815	149	36	next	next	ADJ
fcis-15815	149	37	step	step	NOUN
fcis-15815	149	38	.	.	PUNCT
fcis-15815	150	1	moreover	moreover	ADV
fcis-15815	150	2	,	,	PUNCT
fcis-15815	150	3	our	our	PRON
fcis-15815	150	4	subsequent	subsequent	ADJ
fcis-15815	150	5	detection	detection	NOUN
fcis-15815	150	6	work	work	NOUN
fcis-15815	150	7	is	be	AUX
fcis-15815	150	8	based	base	VERB
fcis-15815	150	9	on	on	ADP
fcis-15815	150	10	the	the	DET
fcis-15815	150	11	training	training	NOUN
fcis-15815	150	12	and	and	CCONJ
fcis-15815	150	13	prediction	prediction	NOUN
fcis-15815	150	14	in	in	ADP
fcis-15815	150	15	the	the	DET
fcis-15815	150	16	neural	neural	ADJ
fcis-15815	150	17	network	network	NOUN
fcis-15815	150	18	,	,	PUNCT
fcis-15815	150	19	so	so	SCONJ
fcis-15815	150	20	we	we	PRON
fcis-15815	150	21	need	need	VERB
fcis-15815	150	22	to	to	PART
fcis-15815	150	23	convert	convert	VERB
fcis-15815	150	24	the	the	DET
fcis-15815	150	25	range	range	NOUN
fcis-15815	150	26	of	of	ADP
fcis-15815	150	27	relative	relative	ADJ
fcis-15815	150	28	phase	phase	NOUN
fcis-15815	150	29	errors	error	NOUN
fcis-15815	150	30	into	into	ADP
fcis-15815	150	31	graphs	graph	NOUN
fcis-15815	150	32	and	and	CCONJ
fcis-15815	150	33	use	use	VERB
fcis-15815	150	34	them	they	PRON
fcis-15815	150	35	as	as	ADP
fcis-15815	150	36	input	input	NOUN
fcis-15815	150	37	to	to	ADP
fcis-15815	150	38	the	the	DET
fcis-15815	150	39	model	model	NOUN
fcis-15815	150	40	,	,	PUNCT
fcis-15815	150	41	which	which	PRON
fcis-15815	150	42	also	also	ADV
fcis-15815	150	43	makes	make	VERB
fcis-15815	150	44	it	it	PRON
fcis-15815	150	45	easier	easy	ADJ
fcis-15815	150	46	for	for	SCONJ
fcis-15815	150	47	us	we	PRON
fcis-15815	150	48	to	to	PART
fcis-15815	150	49	carry	carry	VERB
fcis-15815	150	50	out	out	ADP
fcis-15815	150	51	the	the	DET
fcis-15815	150	52	work	work	NOUN
fcis-15815	150	53	of	of	ADP
fcis-15815	150	54	the	the	DET
fcis-15815	150	55	neural	neural	ADJ
fcis-15815	150	56	network	network	NOUN
fcis-15815	150	57	in	in	ADP
fcis-15815	150	58	the	the	DET
fcis-15815	150	59	future	future	NOUN
fcis-15815	150	60	.	.	PUNCT
fcis-15815	151	1	we	we	PRON
fcis-15815	151	2	take	take	VERB
fcis-15815	151	3	the	the	DET
fcis-15815	151	4	measured	measured	ADJ
fcis-15815	151	5	30	30	NUM
fcis-15815	151	6	subcarriers	subcarrier	NOUN
fcis-15815	151	7	as	as	ADP
fcis-15815	151	8	the	the	DET
fcis-15815	151	9	abscissa	abscissa	NOUN
fcis-15815	151	10	of	of	ADP
fcis-15815	151	11	the	the	DET
fcis-15815	151	12	graph	graph	NOUN
fcis-15815	151	13	,	,	PUNCT
fcis-15815	151	14	that	that	ADV
fcis-15815	151	15	is	is	ADV
fcis-15815	151	16	,	,	PUNCT
fcis-15815	151	17	k	k	PROPN
fcis-15815	151	18	=[	=[	PROPN
fcis-15815	151	19	−28	−28	PROPN
fcis-15815	151	20	,	,	PUNCT
fcis-15815	151	21	−26	−26	ADJ
fcis-15815	151	22	,	,	PUNCT
fcis-15815	151	23	...	...	PUNCT
fcis-15815	151	24	,	,	PUNCT
fcis-15815	151	25	−2	−2	NOUN
fcis-15815	151	26	,	,	PUNCT
fcis-15815	151	27	−1	−1	NOUN
fcis-15815	151	28	,	,	PUNCT
fcis-15815	151	29	1	1	NUM
fcis-15815	151	30	,	,	PUNCT
fcis-15815	151	31	3	3	NUM
fcis-15815	151	32	,	,	PUNCT
fcis-15815	151	33	...	...	PUNCT
fcis-15815	151	34	,	,	PUNCT
fcis-15815	151	35	27	27	NUM
fcis-15815	151	36	,	,	PUNCT
fcis-15815	151	37	28	28	NUM
fcis-15815	151	38	]	]	PUNCT
fcis-15815	151	39	,	,	PUNCT
fcis-15815	151	40	which	which	PRON
fcis-15815	151	41	corresponds	correspond	VERB
fcis-15815	151	42	to	to	ADP
fcis-15815	151	43	an	an	DET
fcis-15815	151	44	offset	offset	NOUN
fcis-15815	151	45	value	value	NOUN
fcis-15815	151	46	,	,	PUNCT
fcis-15815	151	47	thus	thus	ADV
fcis-15815	151	48	forming	form	VERB
fcis-15815	151	49	a	a	DET
fcis-15815	151	50	point	point	NOUN
fcis-15815	151	51	set	set	NOUN
fcis-15815	151	52	consisting	consist	VERB
fcis-15815	151	53	of	of	ADP
fcis-15815	151	54	30	30	NUM
fcis-15815	151	55	points	point	NOUN
fcis-15815	151	56	on	on	ADP
fcis-15815	151	57	the	the	DET
fcis-15815	151	58	coordinate	coordinate	NOUN
fcis-15815	151	59	axis	axis	NOUN
fcis-15815	151	60	.	.	PUNCT
fcis-15815	152	1	these	these	DET
fcis-15815	152	2	points	point	NOUN
fcis-15815	152	3	are	be	AUX
fcis-15815	152	4	connected	connect	VERB
fcis-15815	152	5	to	to	PART
fcis-15815	152	6	form	form	VERB
fcis-15815	152	7	a	a	DET
fcis-15815	152	8	region	region	NOUN
fcis-15815	152	9	on	on	ADP
fcis-15815	152	10	the	the	DET
fcis-15815	152	11	number	number	NOUN
fcis-15815	152	12	axis	axis	NOUN
fcis-15815	152	13	,	,	PUNCT
fcis-15815	152	14	which	which	PRON
fcis-15815	152	15	may	may	AUX
fcis-15815	152	16	be	be	AUX
fcis-15815	152	17	a	a	DET
fcis-15815	152	18	wide	wide	ADJ
fcis-15815	152	19	curved	curved	ADJ
fcis-15815	152	20	line	line	NOUN
fcis-15815	152	21	segment	segment	NOUN
fcis-15815	152	22	or	or	CCONJ
fcis-15815	152	23	a	a	DET
fcis-15815	152	24	section	section	NOUN
fcis-15815	152	25	of	of	ADP
fcis-15815	152	26	up	up	ADP
fcis-15815	152	27	and	and	CCONJ
fcis-15815	152	28	down	down	ADP
fcis-15815	152	29	fold	fold	ADJ
fcis-15815	152	30	lines	line	NOUN
fcis-15815	152	31	,	,	PUNCT
fcis-15815	152	32	or	or	CCONJ
fcis-15815	152	33	maybe	maybe	ADV
fcis-15815	152	34	a	a	DET
fcis-15815	152	35	completely	completely	ADV
fcis-15815	152	36	irregular	irregular	ADJ
fcis-15815	152	37	shape	shape	NOUN
fcis-15815	152	38	.	.	PUNCT
fcis-15815	153	1	after	after	ADP
fcis-15815	153	2	observation	observation	NOUN
fcis-15815	153	3	and	and	CCONJ
fcis-15815	153	4	comparison	comparison	NOUN
fcis-15815	153	5	,	,	PUNCT
fcis-15815	153	6	the	the	DET
fcis-15815	153	7	phase	phase	NOUN
fcis-15815	153	8	error	error	NOUN
fcis-15815	153	9	shapes	shape	NOUN
fcis-15815	153	10	presented	present	VERB
fcis-15815	153	11	by	by	ADP
fcis-15815	153	12	different	different	ADJ
fcis-15815	153	13	devices	device	NOUN
fcis-15815	153	14	are	be	AUX
fcis-15815	153	15	different	different	ADJ
fcis-15815	153	16	.	.	PUNCT
fcis-15815	154	1	this	this	DET
fcis-15815	154	2	difference	difference	NOUN
fcis-15815	154	3	may	may	AUX
fcis-15815	154	4	be	be	AUX
fcis-15815	154	5	two	two	NUM
fcis-15815	154	6	completely	completely	ADV
fcis-15815	154	7	different	different	ADJ
fcis-15815	154	8	shapes	shape	NOUN
fcis-15815	154	9	,	,	PUNCT
fcis-15815	154	10	or	or	CCONJ
fcis-15815	154	11	it	it	PRON
fcis-15815	154	12	may	may	AUX
fcis-15815	154	13	be	be	AUX
fcis-15815	154	14	a	a	DET
fcis-15815	154	15	very	very	ADV
fcis-15815	154	16	small	small	ADJ
fcis-15815	154	17	difference	difference	NOUN
fcis-15815	154	18	.	.	PUNCT
fcis-15815	155	1	in	in	ADP
fcis-15815	155	2	the	the	DET
fcis-15815	155	3	same	same	ADJ
fcis-15815	155	4	device	device	NOUN
fcis-15815	155	5	,	,	PUNCT
fcis-15815	155	6	the	the	DET
fcis-15815	155	7	phase	phase	NOUN
fcis-15815	155	8	errors	error	NOUN
fcis-15815	155	9	between	between	ADP
fcis-15815	155	10	three	three	NUM
fcis-15815	155	11	different	different	ADJ
fcis-15815	155	12	groups	group	NOUN
fcis-15815	155	13	of	of	ADP
fcis-15815	155	14	antennas	antenna	NOUN
fcis-15815	155	15	also	also	ADV
fcis-15815	155	16	have	have	VERB
fcis-15815	155	17	completely	completely	ADV
fcis-15815	155	18	different	different	ADJ
fcis-15815	155	19	differences	difference	NOUN
fcis-15815	155	20	.	.	PUNCT
fcis-15815	156	1	we	we	PRON
fcis-15815	156	2	hypothesize	hypothesize	VERB
fcis-15815	156	3	and	and	CCONJ
fcis-15815	156	4	confirm	confirm	VERB
fcis-15815	156	5	that	that	SCONJ
fcis-15815	156	6	the	the	DET
fcis-15815	156	7	connection	connection	NOUN
fcis-15815	156	8	between	between	ADP
fcis-15815	156	9	these	these	DET
fcis-15815	156	10	three	three	NUM
fcis-15815	156	11	groups	group	NOUN
fcis-15815	156	12	of	of	ADP
fcis-15815	156	13	phase	phase	NOUN
fcis-15815	156	14	errors	error	NOUN
fcis-15815	156	15	,	,	PUNCT
fcis-15815	156	16	that	that	ADV
fcis-15815	156	17	is	is	ADV
fcis-15815	156	18	,	,	PUNCT
fcis-15815	156	19	the	the	DET
fcis-15815	156	20	relative	relative	ADJ
fcis-15815	156	21	difference	difference	NOUN
fcis-15815	156	22	,	,	PUNCT
fcis-15815	156	23	is	be	AUX
fcis-15815	156	24	also	also	ADV
fcis-15815	156	25	unique	unique	ADJ
fcis-15815	156	26	to	to	ADP
fcis-15815	156	27	each	each	DET
fcis-15815	156	28	wifi	wifi	NOUN
fcis-15815	156	29	device	device	NOUN
fcis-15815	156	30	.	.	PUNCT
fcis-15815	157	1	we	we	PRON
fcis-15815	157	2	perform	perform	VERB
fcis-15815	157	3	the	the	DET
fcis-15815	157	4	same	same	ADJ
fcis-15815	157	5	processing	processing	NOUN
fcis-15815	157	6	on	on	ADP
fcis-15815	157	7	∆θ	∆θ	PROPN
fcis-15815	157	8	and	and	CCONJ
fcis-15815	157	9	∆θ	∆θ	PROPN
fcis-15815	157	10	obtained	obtain	VERB
fcis-15815	157	11	in	in	ADP
fcis-15815	157	12	the	the	DET
fcis-15815	157	13	previous	previous	ADJ
fcis-15815	157	14	section	section	NOUN
fcis-15815	157	15	,	,	PUNCT
fcis-15815	157	16	get	get	VERB
fcis-15815	157	17	three	three	NUM
fcis-15815	157	18	corresponding	correspond	VERB
fcis-15815	157	19	rpe	rpe	PROPN
fcis-15815	157	20	offset	offset	NOUN
fcis-15815	157	21	trajectories	trajectory	NOUN
fcis-15815	157	22	on	on	ADP
fcis-15815	157	23	the	the	DET
fcis-15815	157	24	coordinate	coordinate	NOUN
fcis-15815	157	25	axis	axis	NOUN
fcis-15815	157	26	,	,	PUNCT
fcis-15815	157	27	and	and	CCONJ
fcis-15815	157	28	output	output	VERB
fcis-15815	157	29	them	they	PRON
fcis-15815	157	30	as	as	ADP
fcis-15815	157	31	graphs	graph	NOUN
fcis-15815	157	32	.	.	PUNCT
fcis-15815	158	1	therefore	therefore	ADV
fcis-15815	158	2	,	,	PUNCT
fcis-15815	158	3	the	the	DET
fcis-15815	158	4	input	input	NOUN
fcis-15815	158	5	of	of	ADP
fcis-15815	158	6	the	the	DET
fcis-15815	158	7	fingerprint	fingerprint	NOUN
fcis-15815	158	8	rpe	rpe	PROPN
fcis-15815	158	9	mentioned	mention	VERB
fcis-15815	158	10	in	in	ADP
fcis-15815	158	11	the	the	DET
fcis-15815	158	12	previous	previous	ADJ
fcis-15815	158	13	section	section	NOUN
fcis-15815	158	14	is	be	AUX
fcis-15815	158	15	also	also	ADV
fcis-15815	158	16	processed	process	VERB
fcis-15815	158	17	and	and	CCONJ
fcis-15815	158	18	becomes	become	VERB
fcis-15815	158	19	the	the	DET
fcis-15815	158	20	phase	phase	NOUN
fcis-15815	158	21	error	error	NOUN
fcis-15815	158	22	picture	picture	NOUN
fcis-15815	158	23	corresponding	correspond	VERB
fcis-15815	158	24	to	to	ADP
fcis-15815	158	25	the	the	DET
fcis-15815	158	26	two	two	NUM
fcis-15815	158	27	links	link	NOUN
fcis-15815	158	28	.	.	PUNCT
fcis-15815	159	1	4.4	4.4	NUM
fcis-15815	159	2	.	.	PUNCT
fcis-15815	160	1	cnn	cnn	PROPN
fcis-15815	160	2	multi	multi	ADJ
fcis-15815	160	3	-	-	ADJ
fcis-15815	160	4	modal	modal	ADJ
fcis-15815	160	5	neural	neural	ADJ
fcis-15815	160	6	network	network	NOUN
fcis-15815	160	7	for	for	ADP
fcis-15815	160	8	device	device	NOUN
fcis-15815	160	9	fingerprinting	fingerprint	VERB
fcis-15815	160	10	we	we	PRON
fcis-15815	160	11	built	build	VERB
fcis-15815	160	12	a	a	DET
fcis-15815	160	13	cnn	cnn	PROPN
fcis-15815	160	14	neural	neural	ADJ
fcis-15815	160	15	network	network	NOUN
fcis-15815	160	16	based	base	VERB
fcis-15815	160	17	on	on	ADP
fcis-15815	160	18	multi	multi	ADJ
fcis-15815	160	19	-	-	ADJ
fcis-15815	160	20	modal	modal	ADJ
fcis-15815	160	21	technology	technology	NOUN
fcis-15815	160	22	(	(	PUNCT
fcis-15815	160	23	fig	fig	NOUN
fcis-15815	160	24	.	.	PUNCT
fcis-15815	160	25	4	4	NUM
fcis-15815	160	26	)	)	PUNCT
fcis-15815	160	27	to	to	PART
fcis-15815	160	28	classify	classify	VERB
fcis-15815	160	29	the	the	DET
fcis-15815	160	30	rpe	rpe	PROPN
fcis-15815	160	31	graph	graph	NOUN
fcis-15815	160	32	between	between	ADP
fcis-15815	160	33	multiple	multiple	ADJ
fcis-15815	160	34	groups	group	NOUN
fcis-15815	160	35	of	of	ADP
fcis-15815	160	36	antennas	antennas	PROPN
fcis-15815	160	37	.	.	PUNCT
fcis-15815	161	1	cnn	cnn	PROPN
fcis-15815	161	2	is	be	AUX
fcis-15815	161	3	a	a	DET
fcis-15815	161	4	feed	feed	NOUN
fcis-15815	161	5	-	-	PUNCT
fcis-15815	161	6	forward	forward	ADV
fcis-15815	161	7	neural	neural	ADJ
fcis-15815	161	8	network	network	NOUN
fcis-15815	161	9	with	with	ADP
fcis-15815	161	10	a	a	DET
fcis-15815	161	11	convolutional	convolutional	ADJ
fcis-15815	161	12	structure	structure	NOUN
fcis-15815	161	13	.	.	PUNCT
fcis-15815	162	1	it	it	PRON
fcis-15815	162	2	is	be	AUX
fcis-15815	162	3	a	a	DET
fcis-15815	162	4	network	network	NOUN
fcis-15815	162	5	that	that	PRON
fcis-15815	162	6	efficiently	efficiently	ADV
fcis-15815	162	7	processes	process	VERB
fcis-15815	162	8	large	large	ADJ
fcis-15815	162	9	amounts	amount	NOUN
fcis-15815	162	10	of	of	ADP
fcis-15815	162	11	image	image	NOUN
fcis-15815	162	12	data	datum	NOUN
fcis-15815	162	13	classification	classification	NOUN
fcis-15815	162	14	and	and	CCONJ
fcis-15815	162	15	prediction	prediction	NOUN
fcis-15815	162	16	,	,	PUNCT
fcis-15815	162	17	and	and	CCONJ
fcis-15815	162	18	can	can	AUX
fcis-15815	162	19	completely	completely	ADV
fcis-15815	162	20	retain	retain	VERB
fcis-15815	162	21	the	the	DET
fcis-15815	162	22	original	original	ADJ
fcis-15815	162	23	features	feature	NOUN
fcis-15815	162	24	.	.	PUNCT
fcis-15815	163	1	we	we	PRON
fcis-15815	163	2	take	take	VERB
fcis-15815	163	3	advantage	advantage	NOUN
fcis-15815	163	4	of	of	ADP
fcis-15815	163	5	this	this	DET
fcis-15815	163	6	feature	feature	NOUN
fcis-15815	163	7	,	,	PUNCT
fcis-15815	163	8	after	after	ADP
fcis-15815	163	9	several	several	ADJ
fcis-15815	163	10	convolutions	convolution	NOUN
fcis-15815	163	11	and	and	CCONJ
fcis-15815	163	12	pooling	pooling	NOUN
fcis-15815	163	13	,	,	PUNCT
fcis-15815	163	14	the	the	DET
fcis-15815	163	15	multi	multi	ADJ
fcis-15815	163	16	-	-	ADJ
fcis-15815	163	17	dimensional	dimensional	ADJ
fcis-15815	163	18	data	datum	NOUN
fcis-15815	163	19	is	be	AUX
fcis-15815	163	20	"	"	PUNCT
fcis-15815	163	21	flattened	flatten	VERB
fcis-15815	163	22	"	"	PUNCT
fcis-15815	163	23	first	first	ADV
fcis-15815	163	24	,	,	PUNCT
fcis-15815	163	25	that	that	ADV
fcis-15815	163	26	is	is	ADV
fcis-15815	163	27	,	,	PUNCT
fcis-15815	163	28	the	the	DET
fcis-15815	163	29	(	(	PUNCT
fcis-15815	163	30	height	height	NOUN
fcis-15815	163	31	,	,	PUNCT
fcis-15815	163	32	width	width	ADJ
fcis-15815	163	33	,	,	PUNCT
fcis-15815	163	34	channel	channel	NOUN
fcis-15815	163	35	)	)	PUNCT
fcis-15815	163	36	data	datum	NOUN
fcis-15815	163	37	is	be	AUX
fcis-15815	163	38	compressed	compress	VERB
fcis-15815	163	39	into	into	ADP
fcis-15815	163	40	a	a	DET
fcis-15815	163	41	one	one	NUM
fcis-15815	163	42	-	-	PUNCT
fcis-15815	163	43	dimensional	dimensional	ADJ
fcis-15815	163	44	array	array	NOUN
fcis-15815	163	45	with	with	ADP
fcis-15815	163	46	a	a	DET
fcis-15815	163	47	length	length	NOUN
fcis-15815	163	48	of	of	ADP
fcis-15815	163	49	height	height	NOUN
fcis-15815	163	50	×	×	NOUN
fcis-15815	163	51	width	width	ADJ
fcis-15815	163	52	×	×	PROPN
fcis-15815	163	53	channel	channel	NOUN
fcis-15815	163	54	.	.	PUNCT
fcis-15815	164	1	then	then	ADV
fcis-15815	164	2	it	it	PRON
fcis-15815	164	3	is	be	AUX
fcis-15815	164	4	connected	connect	VERB
fcis-15815	164	5	to	to	ADP
fcis-15815	164	6	the	the	DET
fcis-15815	164	7	fully	fully	ADV
fcis-15815	164	8	connected	connect	VERB
fcis-15815	164	9	layer	layer	NOUN
fcis-15815	164	10	,	,	PUNCT
fcis-15815	164	11	and	and	CCONJ
fcis-15815	164	12	the	the	DET
fcis-15815	164	13	same	same	ADJ
fcis-15815	164	14	workflow	workflow	NOUN
fcis-15815	164	15	as	as	SCONJ
fcis-15815	164	16	the	the	DET
fcis-15815	164	17	ordinary	ordinary	ADJ
fcis-15815	164	18	network	network	NOUN
fcis-15815	164	19	is	be	AUX
fcis-15815	164	20	carried	carry	VERB
fcis-15815	164	21	out	out	ADP
fcis-15815	164	22	until	until	SCONJ
fcis-15815	164	23	we	we	PRON
fcis-15815	164	24	get	get	VERB
fcis-15815	164	25	the	the	DET
fcis-15815	164	26	training	training	NOUN
fcis-15815	164	27	results	result	NOUN
fcis-15815	164	28	we	we	PRON
fcis-15815	164	29	want	want	VERB
fcis-15815	164	30	for	for	ADP
fcis-15815	164	31	prediction	prediction	NOUN
fcis-15815	164	32	and	and	CCONJ
fcis-15815	164	33	recognition	recognition	NOUN
fcis-15815	164	34	.	.	PUNCT
fcis-15815	165	1	the	the	DET
fcis-15815	165	2	model	model	NOUN
fcis-15815	165	3	is	be	AUX
fcis-15815	165	4	divided	divide	VERB
fcis-15815	165	5	into	into	ADP
fcis-15815	165	6	three	three	NUM
fcis-15815	165	7	modules	module	NOUN
fcis-15815	165	8	:	:	PUNCT
fcis-15815	165	9	image	image	NOUN
fcis-15815	165	10	processing	processing	NOUN
fcis-15815	165	11	,	,	PUNCT
fcis-15815	165	12	feature	feature	NOUN
fcis-15815	165	13	extracting	extracting	NOUN
fcis-15815	165	14	,	,	PUNCT
fcis-15815	165	15	and	and	CCONJ
fcis-15815	165	16	attack	attack	NOUN
fcis-15815	165	17	detection	detection	NOUN
fcis-15815	165	18	.	.	PUNCT
fcis-15815	166	1	image	image	NOUN
fcis-15815	166	2	processing	processing	NOUN
fcis-15815	166	3	:	:	PUNCT
fcis-15815	166	4	in	in	ADP
fcis-15815	166	5	the	the	DET
fcis-15815	166	6	image	image	NOUN
fcis-15815	166	7	processing	processing	NOUN
fcis-15815	166	8	stages	stage	NOUN
fcis-15815	166	9	,	,	PUNCT
fcis-15815	166	10	we	we	PRON
fcis-15815	166	11	provide	provide	VERB
fcis-15815	166	12	a	a	DET
fcis-15815	166	13	total	total	NOUN
fcis-15815	166	14	of	of	ADP
fcis-15815	166	15	three	three	NUM
fcis-15815	166	16	channels	channel	NOUN
fcis-15815	166	17	of	of	ADP
fcis-15815	166	18	independent	independent	ADJ
fcis-15815	166	19	input	input	NOUN
fcis-15815	166	20	.	.	PUNCT
fcis-15815	167	1	taking	take	VERB
fcis-15815	167	2	the	the	DET
fcis-15815	167	3	above	above	ADJ
fcis-15815	167	4	three	three	NUM
fcis-15815	167	5	sets	set	NOUN
fcis-15815	167	6	of	of	ADP
fcis-15815	167	7	relative	relative	ADJ
fcis-15815	167	8	phase	phase	NOUN
fcis-15815	167	9	error	error	NOUN
fcis-15815	167	10	graphs	graph	NOUN
fcis-15815	167	11	in	in	ADP
fcis-15815	167	12	the	the	DET
fcis-15815	167	13	same	same	ADJ
fcis-15815	167	14	device	device	NOUN
fcis-15815	167	15	as	as	ADP
fcis-15815	167	16	the	the	DET
fcis-15815	167	17	only	only	ADJ
fcis-15815	167	18	input	input	NOUN
fcis-15815	167	19	,	,	PUNCT
fcis-15815	167	20	the	the	DET
fcis-15815	167	21	neural	neural	ADJ
fcis-15815	167	22	network	network	NOUN
fcis-15815	167	23	is	be	AUX
fcis-15815	167	24	used	use	VERB
fcis-15815	167	25	to	to	PART
fcis-15815	167	26	label	label	VERB
fcis-15815	167	27	and	and	CCONJ
fcis-15815	167	28	preprocess	preprocess	VERB
fcis-15815	167	29	them	they	PRON
fcis-15815	167	30	to	to	PART
fcis-15815	167	31	carry	carry	VERB
fcis-15815	167	32	out	out	ADP
fcis-15815	167	33	subsequent	subsequent	ADJ
fcis-15815	167	34	feature	feature	NOUN
fcis-15815	167	35	extraction	extraction	NOUN
fcis-15815	167	36	and	and	CCONJ
fcis-15815	167	37	other	other	ADJ
fcis-15815	167	38	work	work	NOUN
fcis-15815	167	39	.	.	PUNCT
fcis-15815	168	1	feature	feature	NOUN
fcis-15815	168	2	extracting	extract	VERB
fcis-15815	168	3	:	:	PUNCT
fcis-15815	168	4	after	after	ADP
fcis-15815	168	5	image	image	NOUN
fcis-15815	168	6	processing	processing	NOUN
fcis-15815	168	7	,	,	PUNCT
fcis-15815	168	8	these	these	DET
fcis-15815	168	9	three	three	NUM
fcis-15815	168	10	channels	channel	NOUN
fcis-15815	168	11	are	be	AUX
fcis-15815	168	12	independent	independent	ADJ
fcis-15815	168	13	and	and	CCONJ
fcis-15815	168	14	complementary	complementary	ADJ
fcis-15815	168	15	to	to	ADP
fcis-15815	168	16	each	each	DET
fcis-15815	168	17	other	other	ADJ
fcis-15815	168	18	.	.	PUNCT
fcis-15815	169	1	three	three	NUM
fcis-15815	169	2	sets	set	NOUN
fcis-15815	169	3	of	of	ADP
fcis-15815	169	4	relative	relative	ADJ
fcis-15815	169	5	phase	phase	NOUN
fcis-15815	169	6	errors	error	NOUN
fcis-15815	169	7	between	between	ADP
fcis-15815	169	8	different	different	ADJ
fcis-15815	169	9	antenna	antenna	NOUN
fcis-15815	169	10	groups	group	NOUN
fcis-15815	169	11	of	of	ADP
fcis-15815	169	12	the	the	DET
fcis-15815	169	13	same	same	ADJ
fcis-15815	169	14	device	device	NOUN
fcis-15815	169	15	provide	provide	VERB
fcis-15815	169	16	rich	rich	ADJ
fcis-15815	169	17	information	information	NOUN
fcis-15815	169	18	to	to	ADP
fcis-15815	169	19	the	the	DET
fcis-15815	169	20	other	other	ADJ
fcis-15815	169	21	set	set	NOUN
fcis-15815	169	22	of	of	ADP
fcis-15815	169	23	images	image	NOUN
fcis-15815	169	24	respectively	respectively	ADV
fcis-15815	169	25	,	,	PUNCT
fcis-15815	169	26	and	and	CCONJ
fcis-15815	169	27	are	be	AUX
fcis-15815	169	28	independent	independent	ADJ
fcis-15815	169	29	of	of	ADP
fcis-15815	169	30	each	each	DET
fcis-15815	169	31	other	other	ADJ
fcis-15815	169	32	.	.	PUNCT
fcis-15815	170	1	they	they	PRON
fcis-15815	170	2	can	can	AUX
fcis-15815	170	3	effectively	effectively	ADV
fcis-15815	170	4	fuse	fuse	VERB
fcis-15815	170	5	multiple	multiple	ADJ
fcis-15815	170	6	images	image	NOUN
fcis-15815	170	7	and	and	CCONJ
fcis-15815	170	8	classify	classify	VERB
fcis-15815	170	9	them	they	PRON
fcis-15815	170	10	.	.	PUNCT
fcis-15815	171	1	after	after	ADP
fcis-15815	171	2	image	image	NOUN
fcis-15815	171	3	processing	processing	NOUN
fcis-15815	171	4	,	,	PUNCT
fcis-15815	171	5	these	these	DET
fcis-15815	171	6	three	three	NUM
fcis-15815	171	7	channels	channel	NOUN
fcis-15815	171	8	are	be	AUX
fcis-15815	171	9	independent	independent	ADJ
fcis-15815	171	10	and	and	CCONJ
fcis-15815	171	11	complementary	complementary	ADJ
fcis-15815	171	12	to	to	ADP
fcis-15815	171	13	each	each	DET
fcis-15815	171	14	other	other	ADJ
fcis-15815	171	15	.	.	PUNCT
fcis-15815	172	1	three	three	NUM
fcis-15815	172	2	sets	set	NOUN
fcis-15815	172	3	of	of	ADP
fcis-15815	172	4	relative	relative	ADJ
fcis-15815	172	5	phase	phase	NOUN
fcis-15815	172	6	errors	error	NOUN
fcis-15815	172	7	between	between	ADP
fcis-15815	172	8	different	different	ADJ
fcis-15815	172	9	antenna	antenna	NOUN
fcis-15815	172	10	groups	group	NOUN
fcis-15815	172	11	of	of	ADP
fcis-15815	172	12	the	the	DET
fcis-15815	172	13	same	same	ADJ
fcis-15815	172	14	device	device	NOUN
fcis-15815	172	15	provide	provide	VERB
fcis-15815	172	16	rich	rich	ADJ
fcis-15815	172	17	information	information	NOUN
fcis-15815	172	18	for	for	ADP
fcis-15815	172	19	another	another	DET
fcis-15815	172	20	set	set	NOUN
fcis-15815	172	21	of	of	ADP
fcis-15815	172	22	images	image	NOUN
fcis-15815	172	23	,	,	PUNCT
fcis-15815	172	24	and	and	CCONJ
fcis-15815	172	25	are	be	AUX
fcis-15815	172	26	independent	independent	ADJ
fcis-15815	172	27	of	of	ADP
fcis-15815	172	28	each	each	DET
fcis-15815	172	29	other	other	ADJ
fcis-15815	172	30	.	.	PUNCT
fcis-15815	173	1	they	they	PRON
fcis-15815	173	2	can	can	AUX
fcis-15815	173	3	effectively	effectively	ADV
fcis-15815	173	4	fuse	fuse	VERB
fcis-15815	173	5	multiple	multiple	ADJ
fcis-15815	173	6	images	image	NOUN
fcis-15815	173	7	and	and	CCONJ
fcis-15815	173	8	classify	classify	VERB
fcis-15815	173	9	them	they	PRON
fcis-15815	173	10	.	.	PUNCT
fcis-15815	174	1	since	since	SCONJ
fcis-15815	174	2	the	the	DET
fcis-15815	174	3	phase	phase	NOUN
fcis-15815	174	4	errors	error	NOUN
fcis-15815	174	5	between	between	ADP
fcis-15815	174	6	different	different	ADJ
fcis-15815	174	7	antenna	antenna	NOUN
fcis-15815	174	8	groups	group	NOUN
fcis-15815	174	9	of	of	ADP
fcis-15815	174	10	the	the	DET
fcis-15815	174	11	same	same	ADJ
fcis-15815	174	12	device	device	NOUN
fcis-15815	174	13	may	may	AUX
fcis-15815	174	14	be	be	AUX
fcis-15815	174	15	very	very	ADV
fcis-15815	174	16	similar	similar	ADJ
fcis-15815	174	17	,	,	PUNCT
fcis-15815	174	18	this	this	PRON
fcis-15815	174	19	will	will	AUX
fcis-15815	174	20	cause	cause	VERB
fcis-15815	174	21	the	the	DET
fcis-15815	174	22	relative	relative	ADJ
fcis-15815	174	23	relationship	relationship	NOUN
fcis-15815	174	24	between	between	ADP
fcis-15815	174	25	them	they	PRON
fcis-15815	174	26	to	to	PART
fcis-15815	174	27	be	be	AUX
fcis-15815	174	28	very	very	ADV
fcis-15815	174	29	weak	weak	ADJ
fcis-15815	174	30	,	,	PUNCT
fcis-15815	174	31	making	make	VERB
fcis-15815	174	32	it	it	PRON
fcis-15815	174	33	difficult	difficult	ADJ
fcis-15815	174	34	to	to	PART
fcis-15815	174	35	identify	identify	VERB
fcis-15815	174	36	their	their	PRON
fcis-15815	174	37	device	device	NOUN
fcis-15815	174	38	characteristics	characteristic	NOUN
fcis-15815	174	39	during	during	ADP
fcis-15815	174	40	classification	classification	NOUN
fcis-15815	174	41	.	.	PUNCT
fcis-15815	175	1	89	89	NUM
fcis-15815	175	2	therefore	therefore	ADV
fcis-15815	175	3	,	,	PUNCT
fcis-15815	175	4	to	to	PART
fcis-15815	175	5	deeply	deeply	ADV
fcis-15815	175	6	learn	learn	VERB
fcis-15815	175	7	more	more	ADJ
fcis-15815	175	8	complex	complex	ADJ
fcis-15815	175	9	features	feature	NOUN
fcis-15815	175	10	and	and	CCONJ
fcis-15815	175	11	improve	improve	VERB
fcis-15815	175	12	the	the	DET
fcis-15815	175	13	accuracy	accuracy	NOUN
fcis-15815	175	14	of	of	ADP
fcis-15815	175	15	classification	classification	NOUN
fcis-15815	175	16	.	.	PUNCT
fcis-15815	176	1	in	in	ADP
fcis-15815	176	2	this	this	DET
fcis-15815	176	3	part	part	NOUN
fcis-15815	176	4	,	,	PUNCT
fcis-15815	176	5	we	we	PRON
fcis-15815	176	6	use	use	VERB
fcis-15815	176	7	the	the	DET
fcis-15815	176	8	residual	residual	ADJ
fcis-15815	176	9	network	network	NOUN
fcis-15815	176	10	resnet50	resnet50	NOUN
fcis-15815	176	11	as	as	SCONJ
fcis-15815	176	12	the	the	DET
fcis-15815	176	13	backbone	backbone	NOUN
fcis-15815	176	14	to	to	PART
fcis-15815	176	15	construct	construct	VERB
fcis-15815	176	16	a	a	DET
fcis-15815	176	17	deep	deep	ADJ
fcis-15815	176	18	network	network	NOUN
fcis-15815	176	19	,	,	PUNCT
fcis-15815	176	20	and	and	CCONJ
fcis-15815	176	21	use	use	VERB
fcis-15815	176	22	the	the	DET
fcis-15815	176	23	first	first	ADJ
fcis-15815	176	24	three	three	NUM
fcis-15815	176	25	residual	residual	ADJ
fcis-15815	176	26	blocks	block	NOUN
fcis-15815	176	27	of	of	ADP
fcis-15815	176	28	the	the	DET
fcis-15815	176	29	resnet-50	resnet-50	PROPN
fcis-15815	176	30	network	network	NOUN
fcis-15815	176	31	to	to	PART
fcis-15815	176	32	extract	extract	VERB
fcis-15815	176	33	and	and	CCONJ
fcis-15815	176	34	fuse	fuse	NOUN
fcis-15815	176	35	fingerprint	fingerprint	NOUN
fcis-15815	176	36	features	feature	NOUN
fcis-15815	176	37	.	.	PUNCT
fcis-15815	177	1	after	after	SCONJ
fcis-15815	177	2	the	the	DET
fcis-15815	177	3	image	image	NOUN
fcis-15815	177	4	is	be	AUX
fcis-15815	177	5	input	input	NOUN
fcis-15815	177	6	,	,	PUNCT
fcis-15815	177	7	feature	feature	NOUN
fcis-15815	177	8	extraction	extraction	NOUN
fcis-15815	177	9	is	be	AUX
fcis-15815	177	10	completed	complete	VERB
fcis-15815	177	11	through	through	ADP
fcis-15815	177	12	convolution	convolution	NOUN
fcis-15815	177	13	,	,	PUNCT
fcis-15815	177	14	pooling	pooling	NOUN
fcis-15815	177	15	,	,	PUNCT
fcis-15815	177	16	etc	etc	X
fcis-15815	177	17	.	.	X
fcis-15815	178	1	the	the	DET
fcis-15815	178	2	difference	difference	NOUN
fcis-15815	178	3	and	and	CCONJ
fcis-15815	178	4	mutual	mutual	ADJ
fcis-15815	178	5	influence	influence	NOUN
fcis-15815	178	6	of	of	ADP
fcis-15815	178	7	the	the	DET
fcis-15815	178	8	three	three	NUM
fcis-15815	178	9	sets	set	NOUN
fcis-15815	178	10	of	of	ADP
fcis-15815	178	11	phase	phase	NOUN
fcis-15815	178	12	offset	offset	NOUN
fcis-15815	178	13	graphs	graph	NOUN
fcis-15815	178	14	will	will	AUX
fcis-15815	178	15	be	be	AUX
fcis-15815	178	16	fully	fully	ADV
fcis-15815	178	17	analyzed	analyze	VERB
fcis-15815	178	18	and	and	CCONJ
fcis-15815	178	19	extracted	extract	VERB
fcis-15815	178	20	,	,	PUNCT
fcis-15815	178	21	and	and	CCONJ
fcis-15815	178	22	preliminary	preliminary	ADJ
fcis-15815	178	23	feature	feature	NOUN
fcis-15815	178	24	information	information	NOUN
fcis-15815	178	25	f	f	PROPN
fcis-15815	178	26	will	will	AUX
fcis-15815	178	27	be	be	AUX
fcis-15815	178	28	obtained	obtain	VERB
fcis-15815	178	29	.	.	PUNCT
fcis-15815	179	1	attack	attack	NOUN
fcis-15815	179	2	detection	detection	NOUN
fcis-15815	179	3	:	:	PUNCT
fcis-15815	179	4	in	in	ADP
fcis-15815	179	5	this	this	DET
fcis-15815	179	6	module	module	NOUN
fcis-15815	179	7	,	,	PUNCT
fcis-15815	179	8	we	we	PRON
fcis-15815	179	9	further	far	ADV
fcis-15815	179	10	strengthen	strengthen	VERB
fcis-15815	179	11	the	the	DET
fcis-15815	179	12	obtained	obtain	VERB
fcis-15815	179	13	features	feature	NOUN
fcis-15815	179	14	and	and	CCONJ
fcis-15815	179	15	finally	finally	ADV
fcis-15815	179	16	complete	complete	VERB
fcis-15815	179	17	the	the	DET
fcis-15815	179	18	classification	classification	NOUN
fcis-15815	179	19	to	to	PART
fcis-15815	179	20	achieve	achieve	VERB
fcis-15815	179	21	the	the	DET
fcis-15815	179	22	detection	detection	NOUN
fcis-15815	179	23	of	of	ADP
fcis-15815	179	24	rap	rap	NOUN
fcis-15815	179	25	attacks	attack	NOUN
fcis-15815	179	26	.	.	PUNCT
fcis-15815	180	1	we	we	PRON
fcis-15815	180	2	input	input	VERB
fcis-15815	180	3	the	the	DET
fcis-15815	180	4	f	f	PROPN
fcis-15815	180	5	obtained	obtain	VERB
fcis-15815	180	6	in	in	ADP
fcis-15815	180	7	the	the	DET
fcis-15815	180	8	previous	previous	ADJ
fcis-15815	180	9	module	module	NOUN
fcis-15815	180	10	into	into	ADP
fcis-15815	180	11	the	the	DET
fcis-15815	180	12	channel	channel	NOUN
fcis-15815	180	13	attention	attention	NOUN
fcis-15815	180	14	,	,	PUNCT
fcis-15815	180	15	which	which	PRON
fcis-15815	180	16	re	re	VERB
fcis-15815	180	17	-	-	VERB
fcis-15815	180	18	constructs	construct	VERB
fcis-15815	180	19	a	a	DET
fcis-15815	180	20	series	series	NOUN
fcis-15815	180	21	of	of	ADP
fcis-15815	180	22	feature	feature	NOUN
fcis-15815	180	23	graphs	graph	NOUN
fcis-15815	180	24	in	in	ADP
fcis-15815	180	25	the	the	DET
fcis-15815	180	26	middle	middle	NOUN
fcis-15815	180	27	of	of	ADP
fcis-15815	180	28	the	the	DET
fcis-15815	180	29	network	network	NOUN
fcis-15815	180	30	,	,	PUNCT
fcis-15815	180	31	enhance	enhance	VERB
fcis-15815	180	32	the	the	DET
fcis-15815	180	33	discriminative	discriminative	NOUN
fcis-15815	180	34	ability	ability	NOUN
fcis-15815	180	35	of	of	ADP
fcis-15815	180	36	image	image	NOUN
fcis-15815	180	37	features	feature	NOUN
fcis-15815	180	38	,	,	PUNCT
fcis-15815	180	39	highlights	highlight	VERB
fcis-15815	180	40	some	some	DET
fcis-15815	180	41	important	important	ADJ
fcis-15815	180	42	features	feature	NOUN
fcis-15815	180	43	,	,	PUNCT
fcis-15815	180	44	and	and	CCONJ
fcis-15815	180	45	suppresses	suppress	VERB
fcis-15815	180	46	other	other	ADJ
fcis-15815	180	47	general	general	ADJ
fcis-15815	180	48	features	feature	NOUN
fcis-15815	180	49	,	,	PUNCT
fcis-15815	180	50	thereby	thereby	ADV
fcis-15815	180	51	extracting	extract	VERB
fcis-15815	180	52	key	key	ADJ
fcis-15815	180	53	information	information	NOUN
fcis-15815	180	54	in	in	ADP
fcis-15815	180	55	the	the	DET
fcis-15815	180	56	feature	feature	NOUN
fcis-15815	180	57	graph	graph	NOUN
fcis-15815	180	58	and	and	CCONJ
fcis-15815	180	59	obtaining	obtain	VERB
fcis-15815	180	60	feature	feature	NOUN
fcis-15815	180	61	f	f	PROPN
fcis-15815	180	62	.	.	PUNCT
fcis-15815	181	1	next	next	ADV
fcis-15815	181	2	,	,	PUNCT
fcis-15815	181	3	the	the	DET
fcis-15815	181	4	fourth	fourth	ADJ
fcis-15815	181	5	part	part	NOUN
fcis-15815	181	6	of	of	ADP
fcis-15815	181	7	the	the	DET
fcis-15815	181	8	residual	residual	ADJ
fcis-15815	181	9	block	block	NOUN
fcis-15815	181	10	of	of	ADP
fcis-15815	181	11	the	the	DET
fcis-15815	181	12	resnet-50	resnet-50	PROPN
fcis-15815	181	13	network	network	NOUN
fcis-15815	181	14	is	be	AUX
fcis-15815	181	15	used	use	VERB
fcis-15815	181	16	to	to	PART
fcis-15815	181	17	enhance	enhance	VERB
fcis-15815	181	18	the	the	DET
fcis-15815	181	19	features	feature	NOUN
fcis-15815	181	20	of	of	ADP
fcis-15815	181	21	f	f	PROPN
fcis-15815	181	22	to	to	PART
fcis-15815	181	23	obtain	obtain	VERB
fcis-15815	181	24	the	the	DET
fcis-15815	181	25	final	final	ADJ
fcis-15815	181	26	f	f	X
fcis-15815	181	27	.	.	PUNCT
fcis-15815	182	1	this	this	DET
fcis-15815	182	2	feature	feature	NOUN
fcis-15815	182	3	f	f	PROPN
fcis-15815	182	4	is	be	AUX
fcis-15815	182	5	used	use	VERB
fcis-15815	182	6	for	for	ADP
fcis-15815	182	7	the	the	DET
fcis-15815	182	8	final	final	ADJ
fcis-15815	182	9	classification	classification	NOUN
fcis-15815	182	10	prediction	prediction	NOUN
fcis-15815	182	11	to	to	PART
fcis-15815	182	12	achieve	achieve	VERB
fcis-15815	182	13	the	the	DET
fcis-15815	182	14	best	good	ADJ
fcis-15815	182	15	network	network	NOUN
fcis-15815	182	16	performance	performance	NOUN
fcis-15815	182	17	.	.	PUNCT
fcis-15815	183	1	this	this	DET
fcis-15815	183	2	network	network	NOUN
fcis-15815	183	3	model	model	NOUN
fcis-15815	183	4	provides	provide	VERB
fcis-15815	183	5	significant	significant	ADJ
fcis-15815	183	6	help	help	NOUN
fcis-15815	183	7	for	for	ADP
fcis-15815	183	8	wifi	wifi	NOUN
fcis-15815	183	9	device	device	NOUN
fcis-15815	183	10	fingerprint	fingerprint	NOUN
fcis-15815	183	11	identification	identification	NOUN
fcis-15815	183	12	,	,	PUNCT
fcis-15815	183	13	making	make	VERB
fcis-15815	183	14	subsequent	subsequent	ADJ
fcis-15815	183	15	work	work	NOUN
fcis-15815	183	16	more	more	ADV
fcis-15815	183	17	efficient	efficient	ADJ
fcis-15815	183	18	and	and	CCONJ
fcis-15815	183	19	convenient	convenient	ADJ
fcis-15815	183	20	,	,	PUNCT
fcis-15815	183	21	and	and	CCONJ
fcis-15815	183	22	can	can	AUX
fcis-15815	183	23	also	also	ADV
fcis-15815	183	24	be	be	AUX
fcis-15815	183	25	applied	apply	VERB
fcis-15815	183	26	in	in	ADP
fcis-15815	183	27	more	more	ADJ
fcis-15815	183	28	scenarios	scenario	NOUN
fcis-15815	183	29	.	.	PUNCT
fcis-15815	184	1	fig	fig	NOUN
fcis-15815	184	2	4	4	NUM
fcis-15815	184	3	.	.	PUNCT
fcis-15815	185	1	the	the	DET
fcis-15815	185	2	overall	overall	ADJ
fcis-15815	185	3	framework	framework	NOUN
fcis-15815	185	4	of	of	ADP
fcis-15815	185	5	dl	dl	PROPN
fcis-15815	185	6	-	-	PUNCT
fcis-15815	185	7	qw	qw	ADP
fcis-15815	185	8	our	our	PRON
fcis-15815	185	9	solution	solution	NOUN
fcis-15815	185	10	combines	combine	VERB
fcis-15815	185	11	the	the	DET
fcis-15815	185	12	excellent	excellent	ADJ
fcis-15815	185	13	properties	property	NOUN
fcis-15815	185	14	of	of	ADP
fcis-15815	185	15	csi	csi	PROPN
fcis-15815	185	16	and	and	CCONJ
fcis-15815	185	17	the	the	DET
fcis-15815	185	18	characteristics	characteristic	NOUN
fcis-15815	185	19	of	of	ADP
fcis-15815	185	20	mimo	mimo	PROPN
fcis-15815	185	21	-	-	PUNCT
fcis-15815	185	22	ofdm	ofdm	PROPN
fcis-15815	185	23	without	without	ADP
fcis-15815	185	24	using	use	VERB
fcis-15815	185	25	the	the	DET
fcis-15815	185	26	traditional	traditional	ADJ
fcis-15815	185	27	fingerprint	fingerprint	NOUN
fcis-15815	185	28	method	method	NOUN
fcis-15815	185	29	of	of	ADP
fcis-15815	185	30	a	a	DET
fcis-15815	185	31	specific	specific	ADJ
fcis-15815	185	32	hardware	hardware	NOUN
fcis-15815	185	33	defect	defect	NOUN
fcis-15815	185	34	in	in	ADP
fcis-15815	185	35	the	the	DET
fcis-15815	185	36	device	device	NOUN
fcis-15815	185	37	.	.	PUNCT
fcis-15815	186	1	in	in	ADP
fcis-15815	186	2	other	other	ADJ
fcis-15815	186	3	words	word	NOUN
fcis-15815	186	4	,	,	PUNCT
fcis-15815	186	5	our	our	PRON
fcis-15815	186	6	task	task	NOUN
fcis-15815	186	7	shifts	shift	NOUN
fcis-15815	186	8	from	from	ADP
fcis-15815	186	9	estimating	estimate	VERB
fcis-15815	186	10	a	a	DET
fcis-15815	186	11	specific	specific	ADJ
fcis-15815	186	12	fingerprint	fingerprint	NOUN
fcis-15815	186	13	itself	itself	PRON
fcis-15815	186	14	to	to	ADP
fcis-15815	186	15	estimating	estimate	VERB
fcis-15815	186	16	their	their	PRON
fcis-15815	186	17	constant	constant	ADJ
fcis-15815	186	18	relative	relative	ADJ
fcis-15815	186	19	relationship	relationship	NOUN
fcis-15815	186	20	based	base	VERB
fcis-15815	186	21	on	on	ADP
fcis-15815	186	22	the	the	DET
fcis-15815	186	23	phase	phase	NOUN
fcis-15815	186	24	error	error	NOUN
fcis-15815	186	25	extracted	extract	VERB
fcis-15815	186	26	from	from	ADP
fcis-15815	186	27	csi	csi	PROPN
fcis-15815	186	28	.	.	PUNCT
fcis-15815	187	1	this	this	DET
fcis-15815	187	2	relative	relative	ADJ
fcis-15815	187	3	relationship	relationship	NOUN
fcis-15815	187	4	can	can	AUX
fcis-15815	187	5	more	more	ADV
fcis-15815	187	6	clearly	clearly	ADV
fcis-15815	187	7	reveal	reveal	VERB
fcis-15815	187	8	the	the	DET
fcis-15815	187	9	difference	difference	NOUN
fcis-15815	187	10	in	in	ADP
fcis-15815	187	11	phase	phase	NOUN
fcis-15815	187	12	errors	error	NOUN
fcis-15815	187	13	between	between	ADP
fcis-15815	187	14	devices	device	NOUN
fcis-15815	187	15	,	,	PUNCT
fcis-15815	187	16	further	far	ADV
fcis-15815	187	17	improving	improve	VERB
fcis-15815	187	18	the	the	DET
fcis-15815	187	19	accuracy	accuracy	NOUN
fcis-15815	187	20	of	of	ADP
fcis-15815	187	21	device	device	NOUN
fcis-15815	187	22	identification	identification	NOUN
fcis-15815	187	23	while	while	SCONJ
fcis-15815	187	24	maintaining	maintain	VERB
fcis-15815	187	25	good	good	ADJ
fcis-15815	187	26	stability	stability	NOUN
fcis-15815	187	27	.	.	PUNCT
fcis-15815	188	1	this	this	PRON
fcis-15815	188	2	does	do	AUX
fcis-15815	188	3	not	not	PART
fcis-15815	188	4	require	require	VERB
fcis-15815	188	5	additional	additional	ADJ
fcis-15815	188	6	hardware	hardware	NOUN
fcis-15815	188	7	and	and	CCONJ
fcis-15815	188	8	cost	cost	NOUN
fcis-15815	188	9	,	,	PUNCT
fcis-15815	188	10	and	and	CCONJ
fcis-15815	188	11	can	can	AUX
fcis-15815	188	12	be	be	AUX
fcis-15815	188	13	well	well	ADV
fcis-15815	188	14	implemented	implement	VERB
fcis-15815	188	15	in	in	ADP
fcis-15815	188	16	neural	neural	ADJ
fcis-15815	188	17	network	network	NOUN
fcis-15815	188	18	models	model	NOUN
fcis-15815	188	19	.	.	PUNCT
fcis-15815	189	1	in	in	ADP
fcis-15815	189	2	the	the	DET
fcis-15815	189	3	next	next	ADJ
fcis-15815	189	4	section	section	NOUN
fcis-15815	189	5	we	we	PRON
fcis-15815	189	6	will	will	AUX
fcis-15815	189	7	demonstrate	demonstrate	VERB
fcis-15815	189	8	the	the	DET
fcis-15815	189	9	specific	specific	ADJ
fcis-15815	189	10	experimental	experimental	ADJ
fcis-15815	189	11	process	process	NOUN
fcis-15815	189	12	.	.	PUNCT
fcis-15815	190	1	5	5	X
fcis-15815	190	2	.	.	X
fcis-15815	190	3	experiments	experiment	NOUN
fcis-15815	190	4	this	this	DET
fcis-15815	190	5	section	section	NOUN
fcis-15815	190	6	introduces	introduce	VERB
fcis-15815	190	7	our	our	PRON
fcis-15815	190	8	experiments	experiment	NOUN
fcis-15815	190	9	,	,	PUNCT
fcis-15815	190	10	including	include	VERB
fcis-15815	190	11	experimental	experimental	ADJ
fcis-15815	190	12	settings	setting	NOUN
fcis-15815	190	13	,	,	PUNCT
fcis-15815	190	14	and	and	CCONJ
fcis-15815	190	15	experimental	experimental	ADJ
fcis-15815	190	16	scenarios	scenario	NOUN
fcis-15815	190	17	.	.	PUNCT
fcis-15815	191	1	then	then	ADV
fcis-15815	191	2	,	,	PUNCT
fcis-15815	191	3	evaluate	evaluate	VERB
fcis-15815	191	4	the	the	DET
fcis-15815	191	5	performance	performance	NOUN
fcis-15815	191	6	of	of	ADP
fcis-15815	191	7	our	our	PRON
fcis-15815	191	8	proposed	propose	VERB
fcis-15815	191	9	fingerprint	fingerprint	NOUN
fcis-15815	191	10	mechanism	mechanism	NOUN
fcis-15815	191	11	,	,	PUNCT
fcis-15815	191	12	including	include	VERB
fcis-15815	191	13	an	an	DET
fcis-15815	191	14	introduction	introduction	NOUN
fcis-15815	191	15	from	from	ADP
fcis-15815	191	16	the	the	DET
fcis-15815	191	17	aspects	aspect	NOUN
fcis-15815	191	18	of	of	ADP
fcis-15815	191	19	data	datum	NOUN
fcis-15815	191	20	set	set	VERB
fcis-15815	191	21	collection	collection	NOUN
fcis-15815	191	22	,	,	PUNCT
fcis-15815	191	23	processing	processing	NOUN
fcis-15815	191	24	,	,	PUNCT
fcis-15815	191	25	device	device	NOUN
fcis-15815	191	26	detection	detection	NOUN
fcis-15815	191	27	,	,	PUNCT
fcis-15815	191	28	and	and	CCONJ
fcis-15815	191	29	various	various	ADJ
fcis-15815	191	30	parameters	parameter	NOUN
fcis-15815	191	31	of	of	ADP
fcis-15815	191	32	the	the	DET
fcis-15815	191	33	neural	neural	ADJ
fcis-15815	191	34	network	network	NOUN
fcis-15815	191	35	.	.	PUNCT
fcis-15815	192	1	hardware	hardware	NOUN
fcis-15815	192	2	:	:	PUNCT
fcis-15815	192	3	the	the	DET
fcis-15815	192	4	testing	testing	NOUN
fcis-15815	192	5	device	device	NOUN
fcis-15815	192	6	we	we	PRON
fcis-15815	192	7	use	use	VERB
fcis-15815	192	8	is	be	AUX
fcis-15815	192	9	a	a	DET
fcis-15815	192	10	thinkpad	thinkpad	NOUN
fcis-15815	192	11	t340	t340	PROPN
fcis-15815	192	12	laptop	laptop	NOUN
fcis-15815	192	13	equipped	equip	VERB
fcis-15815	192	14	with	with	ADP
fcis-15815	192	15	an	an	DET
fcis-15815	192	16	intel	intel	ADJ
fcis-15815	192	17	5300	5300	NUM
fcis-15815	192	18	network	network	NOUN
fcis-15815	192	19	card	card	NOUN
fcis-15815	192	20	,	,	PUNCT
fcis-15815	192	21	and	and	CCONJ
fcis-15815	192	22	its	its	PRON
fcis-15815	192	23	cpu	cpu	NOUN
fcis-15815	192	24	is	be	AUX
fcis-15815	192	25	an	an	DET
fcis-15815	192	26	intel	intel	PROPN
fcis-15815	192	27	i5	i5	PROPN
fcis-15815	192	28	-	-	PUNCT
fcis-15815	192	29	3320	3320	NUM
fcis-15815	192	30	m.	m.	NOUN
fcis-15815	192	31	the	the	DET
fcis-15815	192	32	created	create	VERB
fcis-15815	192	33	fingerprint	fingerprint	NOUN
fcis-15815	192	34	library	library	NOUN
fcis-15815	192	35	comes	come	VERB
fcis-15815	192	36	from	from	ADP
fcis-15815	192	37	22	22	NUM
fcis-15815	192	38	wifi	wifi	NOUN
fcis-15815	192	39	devices	device	NOUN
fcis-15815	192	40	to	to	PART
fcis-15815	192	41	be	be	AUX
fcis-15815	192	42	detected	detect	VERB
fcis-15815	192	43	,	,	PUNCT
fcis-15815	192	44	which	which	PRON
fcis-15815	192	45	are	be	AUX
fcis-15815	192	46	composed	compose	VERB
fcis-15815	192	47	of	of	ADP
fcis-15815	192	48	22	22	NUM
fcis-15815	192	49	routers	router	NOUN
fcis-15815	192	50	of	of	ADP
fcis-15815	192	51	different	different	ADJ
fcis-15815	192	52	brands	brand	NOUN
fcis-15815	192	53	and	and	CCONJ
fcis-15815	192	54	models	model	NOUN
fcis-15815	192	55	in	in	ADP
fcis-15815	192	56	fig	fig	NOUN
fcis-15815	192	57	.	.	PUNCT
fcis-15815	193	1	5(a	5(a	NUM
fcis-15815	193	2	)	)	PUNCT
fcis-15815	193	3	.	.	PUNCT
fcis-15815	194	1	the	the	DET
fcis-15815	194	2	detailed	detailed	ADJ
fcis-15815	194	3	data	datum	NOUN
fcis-15815	194	4	is	be	AUX
fcis-15815	194	5	shown	show	VERB
fcis-15815	194	6	in	in	ADP
fcis-15815	194	7	the	the	DET
fcis-15815	194	8	table	table	NOUN
fcis-15815	194	9	i.	i.	PROPN
fcis-15815	194	10	software	software	PROPN
fcis-15815	194	11	:	:	PUNCT
fcis-15815	194	12	the	the	DET
fcis-15815	194	13	kernel	kernel	NOUN
fcis-15815	194	14	of	of	ADP
fcis-15815	194	15	the	the	DET
fcis-15815	194	16	detection	detection	NOUN
fcis-15815	194	17	terminal	terminal	NOUN
fcis-15815	194	18	is	be	AUX
fcis-15815	194	19	linux	linux	PROPN
fcis-15815	194	20	4.2.0	4.2.0	NUM
fcis-15815	194	21	,	,	PUNCT
fcis-15815	194	22	and	and	CCONJ
fcis-15815	194	23	it	it	PRON
fcis-15815	194	24	runs	run	VERB
fcis-15815	194	25	the	the	DET
fcis-15815	194	26	ubuntu	ubuntu	ADJ
fcis-15815	194	27	14.0.4	14.0.4	NUM
fcis-15815	194	28	lts	lts	PROPN
fcis-15815	194	29	system	system	NOUN
fcis-15815	194	30	.	.	PUNCT
fcis-15815	195	1	to	to	PART
fcis-15815	195	2	collect	collect	VERB
fcis-15815	195	3	csi	csi	ADJ
fcis-15815	195	4	information	information	NOUN
fcis-15815	195	5	,	,	PUNCT
fcis-15815	195	6	the	the	DET
fcis-15815	195	7	system	system	NOUN
fcis-15815	195	8	is	be	AUX
fcis-15815	195	9	installed	instal	VERB
fcis-15815	195	10	with	with	ADP
fcis-15815	195	11	linux	linux	PROPN
fcis-15815	195	12	802.11n	802.11n	PROPN
fcis-15815	195	13	csi	csi	PROPN
fcis-15815	195	14	tool	tool	NOUN
fcis-15815	195	15	.	.	PUNCT
fcis-15815	196	1	wi	wi	PROPN
fcis-15815	196	2	-	-	PUNCT
fcis-15815	196	3	fi	fi	NOUN
fcis-15815	196	4	releases	release	NOUN
fcis-15815	196	5	open	open	ADJ
fcis-15815	196	6	networks	network	NOUN
fcis-15815	196	7	to	to	PART
fcis-15815	196	8	be	be	AUX
fcis-15815	196	9	tested	test	VERB
fcis-15815	196	10	for	for	ADP
fcis-15815	196	11	the	the	DET
fcis-15815	196	12	csi	csi	PROPN
fcis-15815	196	13	tool	tool	NOUN
fcis-15815	196	14	's	's	PART
fcis-15815	196	15	operational	operational	ADJ
fcis-15815	196	16	requirements	requirement	NOUN
fcis-15815	196	17	.	.	PUNCT
fcis-15815	197	1	(	(	PUNCT
fcis-15815	197	2	a	a	X
fcis-15815	197	3	)	)	PUNCT
fcis-15815	197	4	wifi	wifi	NOUN
fcis-15815	197	5	devices	device	NOUN
fcis-15815	197	6	used	use	VERB
fcis-15815	197	7	in	in	ADP
fcis-15815	197	8	experiments	experiment	NOUN
fcis-15815	197	9	(	(	PUNCT
fcis-15815	197	10	b	b	NOUN
fcis-15815	197	11	)	)	PUNCT
fcis-15815	197	12	experiment	experiment	NOUN
fcis-15815	197	13	site	site	NOUN
fcis-15815	197	14	fig	fig	NOUN
fcis-15815	197	15	5	5	NUM
fcis-15815	197	16	.	.	PUNCT
fcis-15815	197	17	experimental	experimental	ADJ
fcis-15815	197	18	environment	environment	NOUN
fcis-15815	197	19	settings	setting	NOUN
fcis-15815	197	20	table	table	VERB
fcis-15815	197	21	1	1	NUM
fcis-15815	197	22	.	.	PUNCT
fcis-15815	197	23	wifi	wifi	PROPN
fcis-15815	197	24	routers	router	NOUN
fcis-15815	197	25	experimental	experimental	ADJ
fcis-15815	197	26	environment	environment	NOUN
fcis-15815	197	27	:	:	PUNCT
fcis-15815	197	28	based	base	VERB
fcis-15815	197	29	on	on	ADP
fcis-15815	197	30	the	the	DET
fcis-15815	197	31	test	test	NOUN
fcis-15815	197	32	of	of	ADP
fcis-15815	197	33	stability	stability	NOUN
fcis-15815	197	34	,	,	PUNCT
fcis-15815	197	35	we	we	PRON
fcis-15815	197	36	will	will	AUX
fcis-15815	197	37	set	set	VERB
fcis-15815	197	38	up	up	ADP
fcis-15815	197	39	the	the	DET
fcis-15815	197	40	experimental	experimental	ADJ
fcis-15815	197	41	environment	environment	NOUN
fcis-15815	197	42	based	base	VERB
fcis-15815	197	43	on	on	ADP
fcis-15815	197	44	two	two	NUM
fcis-15815	197	45	aspects	aspect	NOUN
fcis-15815	197	46	of	of	ADP
fcis-15815	197	47	:	:	PUNCT
fcis-15815	197	48	position	position	NOUN
fcis-15815	197	49	stability	stability	NOUN
fcis-15815	197	50	and	and	CCONJ
fcis-15815	197	51	time	time	NOUN
fcis-15815	197	52	stability	stability	NOUN
fcis-15815	197	53	.	.	PUNCT
fcis-15815	198	1	our	our	PRON
fcis-15815	198	2	experimental	experimental	ADJ
fcis-15815	198	3	environment	environment	NOUN
fcis-15815	198	4	is	be	AUX
fcis-15815	198	5	set	set	VERB
fcis-15815	198	6	in	in	ADP
fcis-15815	198	7	a	a	DET
fcis-15815	198	8	dynamic	dynamic	ADJ
fcis-15815	198	9	experimental	experimental	ADJ
fcis-15815	198	10	environment	environment	NOUN
fcis-15815	198	11	in	in	ADP
fcis-15815	198	12	a	a	DET
fcis-15815	198	13	university	university	NOUN
fcis-15815	198	14	laboratory	laboratory	NOUN
fcis-15815	198	15	.	.	PUNCT
fcis-15815	199	1	as	as	SCONJ
fcis-15815	199	2	shown	show	VERB
fcis-15815	199	3	in	in	ADP
fcis-15815	199	4	the	the	DET
fcis-15815	199	5	fig	fig	NOUN
fcis-15815	199	6	.	.	PUNCT
fcis-15815	200	1	5(b	5(b	NUM
fcis-15815	200	2	)	)	PUNCT
fcis-15815	200	3	,	,	PUNCT
fcis-15815	200	4	the	the	DET
fcis-15815	200	5	laboratory	laboratory	NOUN
fcis-15815	200	6	area	area	NOUN
fcis-15815	200	7	is	be	AUX
fcis-15815	200	8	10m*10	10m*10	NUM
fcis-15815	200	9	m	m	NOUN
fcis-15815	200	10	,	,	PUNCT
fcis-15815	200	11	with	with	ADP
fcis-15815	200	12	20	20	NUM
fcis-15815	200	13	seats	seat	NOUN
fcis-15815	200	14	in	in	ADP
fcis-15815	200	15	it	it	PRON
fcis-15815	200	16	.	.	PUNCT
fcis-15815	201	1	one	one	NUM
fcis-15815	201	2	is	be	AUX
fcis-15815	201	3	to	to	PART
fcis-15815	201	4	place	place	VERB
fcis-15815	201	5	the	the	DET
fcis-15815	201	6	detection	detection	NOUN
fcis-15815	201	7	equipment	equipment	NOUN
fcis-15815	201	8	and	and	CCONJ
fcis-15815	201	9	the	the	DET
fcis-15815	201	10	equipment	equipment	NOUN
fcis-15815	201	11	to	to	PART
fcis-15815	201	12	be	be	AUX
fcis-15815	201	13	detected	detect	VERB
fcis-15815	201	14	at	at	ADP
fcis-15815	201	15	both	both	DET
fcis-15815	201	16	ends	end	NOUN
fcis-15815	201	17	of	of	ADP
fcis-15815	201	18	the	the	DET
fcis-15815	201	19	same	same	ADJ
fcis-15815	201	20	aisle	aisle	NOUN
fcis-15815	201	21	,	,	PUNCT
fcis-15815	201	22	without	without	ADP
fcis-15815	201	23	any	any	DET
fcis-15815	201	24	obstructions	obstruction	NOUN
fcis-15815	201	25	and	and	CCONJ
fcis-15815	201	26	environmental	environmental	ADJ
fcis-15815	201	27	changes	change	NOUN
fcis-15815	201	28	in	in	ADP
fcis-15815	201	29	the	the	DET
fcis-15815	201	30	middle	middle	NOUN
fcis-15815	201	31	.	.	PUNCT
fcis-15815	202	1	the	the	DET
fcis-15815	202	2	other	other	ADJ
fcis-15815	202	3	is	be	AUX
fcis-15815	202	4	to	to	PART
fcis-15815	202	5	place	place	VERB
fcis-15815	202	6	the	the	DET
fcis-15815	202	7	equipment	equipment	NOUN
fcis-15815	202	8	to	to	PART
fcis-15815	202	9	be	be	AUX
fcis-15815	202	10	tested	test	VERB
fcis-15815	202	11	(	(	PUNCT
fcis-15815	202	12	i.e.	i.e.	X
fcis-15815	202	13	,	,	PUNCT
fcis-15815	202	14	wifi	wifi	NOUN
fcis-15815	202	15	router	router	NOUN
fcis-15815	202	16	)	)	PUNCT
fcis-15815	202	17	in	in	ADP
fcis-15815	202	18	the	the	DET
fcis-15815	202	19	middle	middle	NOUN
fcis-15815	202	20	of	of	ADP
fcis-15815	202	21	the	the	DET
fcis-15815	202	22	laboratory	laboratory	NOUN
fcis-15815	202	23	,	,	PUNCT
fcis-15815	202	24	and	and	CCONJ
fcis-15815	202	25	the	the	DET
fcis-15815	202	26	testing	testing	NOUN
fcis-15815	202	27	equipment	equipment	NOUN
fcis-15815	202	28	is	be	AUX
fcis-15815	202	29	placed	place	VERB
fcis-15815	202	30	in	in	ADP
fcis-15815	202	31	a	a	DET
fcis-15815	202	32	corner	corner	NOUN
fcis-15815	202	33	,	,	PUNCT
fcis-15815	202	34	as	as	SCONJ
fcis-15815	202	35	shown	show	VERB
fcis-15815	202	36	in	in	ADP
fcis-15815	202	37	the	the	DET
fcis-15815	202	38	fig	fig	NOUN
fcis-15815	202	39	.	.	PUNCT
fcis-15815	203	1	5(b	5(b	NUM
fcis-15815	203	2	)	)	PUNCT
fcis-15815	203	3	,	,	PUNCT
fcis-15815	203	4	with	with	ADP
fcis-15815	203	5	various	various	ADJ
fcis-15815	203	6	obstacles	obstacle	NOUN
fcis-15815	203	7	,	,	PUNCT
fcis-15815	203	8	including	include	VERB
fcis-15815	203	9	people	people	NOUN
fcis-15815	203	10	and	and	CCONJ
fcis-15815	203	11	objects	object	NOUN
fcis-15815	203	12	in	in	ADP
fcis-15815	203	13	the	the	DET
fcis-15815	203	14	middle	middle	NOUN
fcis-15815	203	15	.	.	PUNCT
fcis-15815	204	1	during	during	ADP
fcis-15815	204	2	the	the	DET
fcis-15815	204	3	experiment	experiment	NOUN
fcis-15815	204	4	,	,	PUNCT
fcis-15815	204	5	the	the	DET
fcis-15815	204	6	personnel	personnel	NOUN
fcis-15815	204	7	in	in	ADP
fcis-15815	204	8	the	the	DET
fcis-15815	204	9	laboratory	laboratory	NOUN
fcis-15815	204	10	can	can	AUX
fcis-15815	204	11	carry	carry	VERB
fcis-15815	204	12	out	out	ADP
fcis-15815	204	13	any	any	DET
fcis-15815	204	14	activities	activity	NOUN
fcis-15815	204	15	.	.	PUNCT
fcis-15815	205	1	the	the	DET
fcis-15815	205	2	last	last	ADJ
fcis-15815	205	3	one	one	NOUN
fcis-15815	205	4	is	be	AUX
fcis-15815	205	5	that	that	SCONJ
fcis-15815	205	6	the	the	DET
fcis-15815	205	7	equipment	equipment	NOUN
fcis-15815	205	8	to	to	PART
fcis-15815	205	9	be	be	AUX
fcis-15815	205	10	tested	test	VERB
fcis-15815	205	11	is	be	AUX
fcis-15815	205	12	still	still	ADV
fcis-15815	205	13	in	in	ADP
fcis-15815	205	14	the	the	DET
fcis-15815	205	15	middle	middle	NOUN
fcis-15815	205	16	of	of	ADP
fcis-15815	205	17	the	the	DET
fcis-15815	205	18	laboratory	laboratory	NOUN
fcis-15815	205	19	,	,	PUNCT
fcis-15815	205	20	and	and	CCONJ
fcis-15815	205	21	our	our	PRON
fcis-15815	205	22	thinkpad	thinkpad	NOUN
fcis-15815	205	23	t340	t340	PROPN
fcis-15815	205	24	laptop	laptop	NOUN
fcis-15815	205	25	is	be	AUX
fcis-15815	205	26	moving	move	VERB
fcis-15815	205	27	arbitrarily	arbitrarily	ADV
fcis-15815	205	28	in	in	ADP
fcis-15815	205	29	the	the	DET
fcis-15815	205	30	laboratory	laboratory	NOUN
fcis-15815	205	31	.	.	PUNCT
fcis-15815	206	1	our	our	PRON
fcis-15815	206	2	testing	testing	NOUN
fcis-15815	206	3	equipment	equipment	NOUN
fcis-15815	206	4	will	will	AUX
fcis-15815	206	5	measure	measure	VERB
fcis-15815	206	6	the	the	DET
fcis-15815	206	7	testing	testing	NOUN
fcis-15815	206	8	results	result	VERB
fcis-15815	206	9	every	every	DET
fcis-15815	206	10	6	6	NUM
fcis-15815	206	11	hours	hour	NOUN
fcis-15815	206	12	within	within	ADP
fcis-15815	206	13	72	72	NUM
fcis-15815	206	14	hours	hour	NOUN
fcis-15815	206	15	.	.	PUNCT
fcis-15815	207	1	fingerprint	fingerprint	NOUN
fcis-15815	207	2	library	library	NOUN
fcis-15815	207	3	:	:	PUNCT
fcis-15815	207	4	we	we	PRON
fcis-15815	207	5	do	do	AUX
fcis-15815	207	6	n't	not	PART
fcis-15815	207	7	use	use	VERB
fcis-15815	207	8	the	the	DET
fcis-15815	207	9	existing	exist	VERB
fcis-15815	207	10	public	public	ADJ
fcis-15815	207	11	data	datum	NOUN
fcis-15815	207	12	set	set	NOUN
fcis-15815	207	13	,	,	PUNCT
fcis-15815	207	14	but	but	CCONJ
fcis-15815	207	15	collected	collect	VERB
fcis-15815	207	16	the	the	DET
fcis-15815	207	17	csi	csi	PROPN
fcis-15815	207	18	data	datum	NOUN
fcis-15815	207	19	of	of	ADP
fcis-15815	207	20	22	22	NUM
fcis-15815	207	21	wifi	wifi	NOUN
fcis-15815	207	22	devices	device	NOUN
fcis-15815	207	23	as	as	SCONJ
fcis-15815	207	24	our	our	PRON
fcis-15815	207	25	fingerprint	fingerprint	NOUN
fcis-15815	207	26	library	library	NOUN
fcis-15815	207	27	,	,	PUNCT
fcis-15815	207	28	including	include	VERB
fcis-15815	207	29	a	a	DET
fcis-15815	207	30	total	total	NOUN
fcis-15815	207	31	of	of	ADP
fcis-15815	207	32	6	6	NUM
fcis-15815	207	33	models	model	NOUN
fcis-15815	207	34	,	,	PUNCT
fcis-15815	207	35	except	except	SCONJ
fcis-15815	207	36	honor	honor	NOUN
fcis-15815	207	37	purchased	purchase	VERB
fcis-15815	207	38	two	two	NUM
fcis-15815	207	39	,	,	PUNCT
fcis-15815	207	40	and	and	CCONJ
fcis-15815	207	41	the	the	DET
fcis-15815	207	42	other	other	ADJ
fcis-15815	207	43	models	model	NOUN
fcis-15815	207	44	each	each	PRON
fcis-15815	207	45	had	have	VERB
fcis-15815	207	46	four	four	NUM
fcis-15815	207	47	.	.	PUNCT
fcis-15815	208	1	each	each	DET
fcis-15815	208	2	device	device	NOUN
fcis-15815	208	3	has	have	AUX
fcis-15815	208	4	collected	collect	VERB
fcis-15815	208	5	20	20	NUM
fcis-15815	208	6	m	m	PROPN
fcis-15815	208	7	data	datum	NOUN
fcis-15815	208	8	,	,	PUNCT
fcis-15815	208	9	which	which	PRON
fcis-15815	208	10	contains	contain	VERB
fcis-15815	208	11	about	about	ADV
fcis-15815	208	12	50,000	50,000	NUM
fcis-15815	208	13	pieces	piece	NOUN
fcis-15815	208	14	of	of	ADP
fcis-15815	208	15	csi	csi	ADJ
fcis-15815	208	16	information	information	NOUN
fcis-15815	208	17	,	,	PUNCT
fcis-15815	208	18	which	which	PRON
fcis-15815	208	19	record	record	VERB
fcis-15815	208	20	the	the	DET
fcis-15815	208	21	fingerprints	fingerprint	NOUN
fcis-15815	208	22	we	we	PRON
fcis-15815	208	23	need	need	VERB
fcis-15815	208	24	for	for	ADP
fcis-15815	208	25	detection	detection	NOUN
fcis-15815	208	26	,	,	PUNCT
fcis-15815	208	27	that	that	ADV
fcis-15815	208	28	is	is	ADV
fcis-15815	208	29	,	,	PUNCT
fcis-15815	208	30	the	the	DET
fcis-15815	208	31	phase	phase	NOUN
fcis-15815	208	32	errors	error	NOUN
fcis-15815	208	33	between	between	ADP
fcis-15815	208	34	all	all	DET
fcis-15815	208	35	different	different	ADJ
fcis-15815	208	36	tx	tx	PROPN
fcis-15815	208	37	-	-	PUNCT
fcis-15815	208	38	rx	rx	NOUN
fcis-15815	208	39	in	in	ADP
fcis-15815	208	40	the	the	DET
fcis-15815	208	41	device	device	NOUN
fcis-15815	208	42	.	.	PUNCT
fcis-15815	209	1	then	then	ADV
fcis-15815	209	2	,	,	PUNCT
fcis-15815	209	3	we	we	PRON
fcis-15815	209	4	use	use	VERB
fcis-15815	209	5	the	the	DET
fcis-15815	209	6	linux802.11n	linux802.11n	ADJ
fcis-15815	209	7	csi	csi	PROPN
fcis-15815	209	8	tool	tool	NOUN
fcis-15815	209	9	to	to	PART
fcis-15815	209	10	extract	extract	VERB
fcis-15815	209	11	the	the	DET
fcis-15815	209	12	csi	csi	PROPN
fcis-15815	209	13	information	information	NOUN
fcis-15815	209	14	from	from	ADP
fcis-15815	209	15	the	the	DET
fcis-15815	209	16	ap	ap	PROPN
fcis-15815	209	17	's	's	PART
fcis-15815	209	18	response	response	NOUN
fcis-15815	209	19	.	.	PUNCT
fcis-15815	210	1	finally	finally	ADV
fcis-15815	210	2	,	,	PUNCT
fcis-15815	210	3	we	we	PRON
fcis-15815	210	4	use	use	VERB
fcis-15815	210	5	formula	formula	NOUN
fcis-15815	210	6	(	(	PUNCT
fcis-15815	210	7	1	1	NUM
fcis-15815	210	8	)	)	PUNCT
fcis-15815	210	9	to	to	PART
fcis-15815	210	10	sequentially	sequentially	ADV
fcis-15815	210	11	calculate	calculate	VERB
fcis-15815	210	12	the	the	DET
fcis-15815	210	13	phase	phase	NOUN
fcis-15815	210	14	error	error	NOUN
fcis-15815	210	15	between	between	ADP
fcis-15815	210	16	each	each	DET
fcis-15815	210	17	group	group	NOUN
fcis-15815	210	18	of	of	ADP
fcis-15815	210	19	antennas	antenna	NOUN
fcis-15815	210	20	in	in	ADP
fcis-15815	210	21	each	each	DET
fcis-15815	210	22	data	datum	NOUN
fcis-15815	210	23	frame	frame	NOUN
fcis-15815	210	24	.	.	PUNCT
fcis-15815	211	1	determine	determine	VERB
fcis-15815	211	2	the	the	DET
fcis-15815	211	3	fingerprint	fingerprint	NOUN
fcis-15815	211	4	:	:	PUNCT
fcis-15815	211	5	we	we	PRON
fcis-15815	211	6	use	use	VERB
fcis-15815	211	7	the	the	DET
fcis-15815	211	8	method	method	NOUN
fcis-15815	211	9	described	describe	VERB
fcis-15815	211	10	in	in	ADP
fcis-15815	211	11	the	the	DET
fcis-15815	211	12	previous	previous	ADJ
fcis-15815	211	13	section	section	NOUN
fcis-15815	211	14	to	to	PART
fcis-15815	211	15	determine	determine	VERB
fcis-15815	211	16	the	the	DET
fcis-15815	211	17	fingerprint	fingerprint	NOUN
fcis-15815	211	18	of	of	ADP
fcis-15815	211	19	the	the	DET
fcis-15815	211	20	device	device	NOUN
fcis-15815	211	21	,	,	PUNCT
fcis-15815	211	22	that	that	ADV
fcis-15815	211	23	is	is	ADV
fcis-15815	211	24	,	,	PUNCT
fcis-15815	211	25	the	the	DET
fcis-15815	211	26	relative	relative	ADJ
fcis-15815	211	27	fingerprint	fingerprint	NOUN
fcis-15815	211	28	error	error	NOUN
fcis-15815	211	29	between	between	ADP
fcis-15815	211	30	the	the	DET
fcis-15815	211	31	txrx	txrx	NOUN
fcis-15815	211	32	chain	chain	NOUN
fcis-15815	211	33	of	of	ADP
fcis-15815	211	34	the	the	DET
fcis-15815	211	35	device	device	NOUN
fcis-15815	211	36	.	.	PUNCT
fcis-15815	212	1	we	we	PRON
fcis-15815	212	2	respectively	respectively	ADV
fcis-15815	212	3	extract	extract	VERB
fcis-15815	212	4	the	the	DET
fcis-15815	212	5	phase	phase	NOUN
fcis-15815	212	6	errors	error	NOUN
fcis-15815	212	7	between	between	ADP
fcis-15815	212	8	the	the	DET
fcis-15815	212	9	transmitter	transmitter	NOUN
fcis-15815	212	10	antenna	antenna	NOUN
fcis-15815	212	11	a	a	PRON
fcis-15815	212	12	and	and	CCONJ
fcis-15815	212	13	the	the	DET
fcis-15815	212	14	receiver	receiver	ADJ
fcis-15815	212	15	antenna	antenna	NOUN
fcis-15815	212	16	b1	b1	NOUN
fcis-15815	212	17	,	,	PUNCT
fcis-15815	212	18	b2	b2	NOUN
fcis-15815	212	19	,	,	PUNCT
fcis-15815	212	20	and	and	CCONJ
fcis-15815	212	21	b3	b3	PROPN
fcis-15815	212	22	90	90	NUM
fcis-15815	212	23	of	of	ADP
fcis-15815	212	24	multiple	multiple	ADJ
fcis-15815	212	25	wireless	wireless	ADJ
fcis-15815	212	26	router	router	NOUN
fcis-15815	212	27	devices	device	NOUN
fcis-15815	212	28	from	from	ADP
fcis-15815	212	29	different	different	ADJ
fcis-15815	212	30	brands	brand	NOUN
fcis-15815	212	31	,	,	PUNCT
fcis-15815	212	32	and	and	CCONJ
fcis-15815	212	33	obtain	obtain	VERB
fcis-15815	212	34	the	the	DET
fcis-15815	212	35	corresponding	corresponding	ADJ
fcis-15815	212	36	three	three	NUM
fcis-15815	212	37	sets	set	NOUN
fcis-15815	212	38	of	of	ADP
fcis-15815	212	39	rpe	rpe	PROPN
fcis-15815	212	40	through	through	ADP
fcis-15815	212	41	the	the	DET
fcis-15815	212	42	calculation	calculation	NOUN
fcis-15815	212	43	of	of	ADP
fcis-15815	212	44	eq	eq	PROPN
fcis-15815	212	45	.	.	PUNCT
fcis-15815	213	1	(	(	PUNCT
fcis-15815	213	2	1	1	NUM
fcis-15815	213	3	)	)	PUNCT
fcis-15815	213	4	.	.	PUNCT
fcis-15815	214	1	use	use	VERB
fcis-15815	214	2	them	they	PRON
fcis-15815	214	3	as	as	ADP
fcis-15815	214	4	fingerprints	fingerprint	NOUN
fcis-15815	214	5	for	for	ADP
fcis-15815	214	6	our	our	PRON
fcis-15815	214	7	subsequent	subsequent	ADJ
fcis-15815	214	8	experiments	experiment	NOUN
fcis-15815	214	9	to	to	PART
fcis-15815	214	10	detect	detect	VERB
fcis-15815	214	11	rap	rap	NOUN
fcis-15815	214	12	attacks	attack	NOUN
fcis-15815	214	13	.	.	PUNCT
fcis-15815	215	1	for	for	ADP
fcis-15815	215	2	our	our	PRON
fcis-15815	215	3	scheme	scheme	NOUN
fcis-15815	215	4	,	,	PUNCT
fcis-15815	215	5	the	the	DET
fcis-15815	215	6	main	main	ADJ
fcis-15815	215	7	evaluation	evaluation	NOUN
fcis-15815	215	8	criteria	criterion	NOUN
fcis-15815	215	9	are	be	AUX
fcis-15815	215	10	two	two	NUM
fcis-15815	215	11	indicators	indicator	NOUN
fcis-15815	215	12	:	:	PUNCT
fcis-15815	215	13	(	(	PUNCT
fcis-15815	215	14	1	1	X
fcis-15815	215	15	)	)	PUNCT
fcis-15815	215	16	accuracy	accuracy	NOUN
fcis-15815	215	17	:	:	PUNCT
fcis-15815	215	18	including	include	VERB
fcis-15815	215	19	the	the	DET
fcis-15815	215	20	detection	detection	NOUN
fcis-15815	215	21	rate	rate	NOUN
fcis-15815	215	22	and	and	CCONJ
fcis-15815	215	23	false	false	ADJ
fcis-15815	215	24	alarm	alarm	NOUN
fcis-15815	215	25	rate	rate	NOUN
fcis-15815	215	26	of	of	ADP
fcis-15815	215	27	each	each	DET
fcis-15815	215	28	known	know	VERB
fcis-15815	215	29	and	and	CCONJ
fcis-15815	215	30	unknown	unknown	ADJ
fcis-15815	215	31	wifi	wifi	NOUN
fcis-15815	215	32	device	device	NOUN
fcis-15815	215	33	.	.	PUNCT
fcis-15815	216	1	(	(	PUNCT
fcis-15815	216	2	2	2	X
fcis-15815	216	3	)	)	PUNCT
fcis-15815	216	4	stability	stability	NOUN
fcis-15815	216	5	:	:	PUNCT
fcis-15815	216	6	the	the	DET
fcis-15815	216	7	stability	stability	NOUN
fcis-15815	216	8	of	of	ADP
fcis-15815	216	9	device	device	NOUN
fcis-15815	216	10	fingerprints	fingerprint	NOUN
fcis-15815	216	11	over	over	ADP
fcis-15815	216	12	time	time	NOUN
fcis-15815	216	13	and	and	CCONJ
fcis-15815	216	14	place	place	NOUN
fcis-15815	216	15	.	.	PUNCT
fcis-15815	217	1	next	next	ADV
fcis-15815	217	2	,	,	PUNCT
fcis-15815	217	3	we	we	PRON
fcis-15815	217	4	will	will	AUX
fcis-15815	217	5	conduct	conduct	VERB
fcis-15815	217	6	detailed	detailed	ADJ
fcis-15815	217	7	experiments	experiment	NOUN
fcis-15815	217	8	around	around	ADP
fcis-15815	217	9	two	two	NUM
fcis-15815	217	10	indicators	indicator	NOUN
fcis-15815	217	11	.	.	PUNCT
fcis-15815	218	1	5.1	5.1	NUM
fcis-15815	218	2	.	.	PUNCT
fcis-15815	218	3	accuracy	accuracy	NOUN
fcis-15815	218	4	according	accord	VERB
fcis-15815	218	5	to	to	ADP
fcis-15815	218	6	the	the	DET
fcis-15815	218	7	eq	eq	NOUN
fcis-15815	218	8	.	.	PUNCT
fcis-15815	219	1	(	(	PUNCT
fcis-15815	219	2	1	1	X
fcis-15815	219	3	)	)	PUNCT
fcis-15815	219	4	mentioned	mention	VERB
fcis-15815	219	5	in	in	ADP
fcis-15815	219	6	the	the	DET
fcis-15815	219	7	third	third	ADJ
fcis-15815	219	8	section	section	NOUN
fcis-15815	219	9	,	,	PUNCT
fcis-15815	219	10	and	and	CCONJ
fcis-15815	219	11	the	the	DET
fcis-15815	219	12	method	method	NOUN
fcis-15815	219	13	mentioned	mention	VERB
fcis-15815	219	14	in	in	ADP
fcis-15815	219	15	the	the	DET
fcis-15815	219	16	previous	previous	ADJ
fcis-15815	219	17	section	section	NOUN
fcis-15815	219	18	,	,	PUNCT
fcis-15815	219	19	we	we	PRON
fcis-15815	219	20	extract	extract	VERB
fcis-15815	219	21	the	the	DET
fcis-15815	219	22	data	datum	NOUN
fcis-15815	219	23	frame	frame	NOUN
fcis-15815	219	24	of	of	ADP
fcis-15815	219	25	the	the	DET
fcis-15815	219	26	corresponding	correspond	VERB
fcis-15815	219	27	rpe	rpe	PROPN
fcis-15815	219	28	between	between	ADP
fcis-15815	219	29	the	the	DET
fcis-15815	219	30	three	three	NUM
fcis-15815	219	31	sets	set	NOUN
fcis-15815	219	32	of	of	ADP
fcis-15815	219	33	antennas	antenna	NOUN
fcis-15815	219	34	in	in	ADP
fcis-15815	219	35	each	each	DET
fcis-15815	219	36	wifi	wifi	NOUN
fcis-15815	219	37	device	device	NOUN
fcis-15815	219	38	from	from	ADP
fcis-15815	219	39	the	the	DET
fcis-15815	219	40	csi	csi	PROPN
fcis-15815	219	41	.	.	PUNCT
fcis-15815	220	1	next	next	ADV
fcis-15815	220	2	,	,	PUNCT
fcis-15815	220	3	we	we	PRON
fcis-15815	220	4	transform	transform	VERB
fcis-15815	220	5	it	it	PRON
fcis-15815	220	6	into	into	ADP
fcis-15815	220	7	a	a	DET
fcis-15815	220	8	drift	drift	NOUN
fcis-15815	220	9	fan	fan	NOUN
fcis-15815	220	10	-	-	PUNCT
fcis-15815	220	11	dimensional	dimensional	ADJ
fcis-15815	220	12	matrix	matrix	NOUN
fcis-15815	220	13	.	.	PUNCT
fcis-15815	221	1	each	each	DET
fcis-15815	221	2	group	group	NOUN
fcis-15815	221	3	of	of	ADP
fcis-15815	221	4	antennas	antenna	NOUN
fcis-15815	221	5	in	in	ADP
fcis-15815	221	6	each	each	DET
fcis-15815	221	7	device	device	NOUN
fcis-15815	221	8	takes	take	VERB
fcis-15815	221	9	100	100	NUM
fcis-15815	221	10	offset	offset	NOUN
fcis-15815	221	11	values	value	NOUN
fcis-15815	221	12	as	as	ADP
fcis-15815	221	13	a	a	DET
fcis-15815	221	14	group	group	NOUN
fcis-15815	221	15	to	to	PART
fcis-15815	221	16	form	form	VERB
fcis-15815	221	17	a	a	DET
fcis-15815	221	18	phase	phase	NOUN
fcis-15815	221	19	error	error	NOUN
fcis-15815	221	20	drift	drift	NOUN
fcis-15815	221	21	range	range	NOUN
fcis-15815	221	22	,	,	PUNCT
fcis-15815	221	23	and	and	CCONJ
fcis-15815	221	24	plots	plot	VERB
fcis-15815	221	25	a	a	DET
fcis-15815	221	26	group	group	NOUN
fcis-15815	221	27	of	of	ADP
fcis-15815	221	28	rpe	rpe	PROPN
fcis-15815	221	29	in	in	ADP
fcis-15815	221	30	a	a	DET
fcis-15815	221	31	coordinate	coordinate	NOUN
fcis-15815	221	32	system	system	NOUN
fcis-15815	221	33	.	.	PUNCT
fcis-15815	222	1	in	in	ADP
fcis-15815	222	2	the	the	DET
fcis-15815	222	3	coordinate	coordinate	NOUN
fcis-15815	222	4	system	system	NOUN
fcis-15815	222	5	,	,	PUNCT
fcis-15815	222	6	the	the	DET
fcis-15815	222	7	subcarrier	subcarrier	NOUN
fcis-15815	222	8	sequence	sequence	NOUN
fcis-15815	222	9	is	be	AUX
fcis-15815	222	10	the	the	DET
fcis-15815	222	11	x	x	NOUN
fcis-15815	222	12	-	-	NOUN
fcis-15815	222	13	axis	axis	ADJ
fcis-15815	222	14	(	(	PUNCT
fcis-15815	222	15	ie	ie	X
fcis-15815	222	16	−28	−28	PROPN
fcis-15815	222	17	,	,	PUNCT
fcis-15815	222	18	−26	−26	ADJ
fcis-15815	222	19	,	,	PUNCT
fcis-15815	222	20	...	...	PUNCT
fcis-15815	222	21	,	,	PUNCT
fcis-15815	222	22	−2	−2	NOUN
fcis-15815	222	23	,	,	PUNCT
fcis-15815	222	24	−1	−1	NOUN
fcis-15815	222	25	,	,	PUNCT
fcis-15815	222	26	1	1	NUM
fcis-15815	222	27	,	,	PUNCT
fcis-15815	222	28	3	3	NUM
fcis-15815	222	29	,	,	PUNCT
fcis-15815	222	30	...	...	PUNCT
fcis-15815	222	31	,	,	PUNCT
fcis-15815	222	32	27	27	NUM
fcis-15815	222	33	,	,	PUNCT
fcis-15815	222	34	28	28	NUM
fcis-15815	222	35	)	)	PUNCT
fcis-15815	222	36	,	,	PUNCT
fcis-15815	222	37	and	and	CCONJ
fcis-15815	222	38	the	the	DET
fcis-15815	222	39	phase	phase	NOUN
fcis-15815	222	40	error	error	NOUN
fcis-15815	222	41	value	value	NOUN
fcis-15815	222	42	of	of	ADP
fcis-15815	222	43	each	each	DET
fcis-15815	222	44	subcarrier	subcarrier	NOUN
fcis-15815	222	45	is	be	AUX
fcis-15815	222	46	the	the	DET
fcis-15815	222	47	y	y	NOUN
fcis-15815	222	48	-	-	PUNCT
fcis-15815	222	49	axis	axis	NOUN
fcis-15815	222	50	.	.	PUNCT
fcis-15815	223	1	because	because	SCONJ
fcis-15815	223	2	the	the	DET
fcis-15815	223	3	variation	variation	NOUN
fcis-15815	223	4	range	range	NOUN
fcis-15815	223	5	of	of	ADP
fcis-15815	223	6	the	the	DET
fcis-15815	223	7	phase	phase	NOUN
fcis-15815	223	8	error	error	NOUN
fcis-15815	223	9	is	be	AUX
fcis-15815	223	10	between	between	ADP
fcis-15815	223	11	-2	-2	NOUN
fcis-15815	223	12	and	and	CCONJ
fcis-15815	223	13	2	2	NUM
fcis-15815	223	14	,	,	PUNCT
fcis-15815	223	15	the	the	DET
fcis-15815	223	16	maximum	maximum	ADJ
fcis-15815	223	17	value	value	NOUN
fcis-15815	223	18	of	of	ADP
fcis-15815	223	19	the	the	DET
fcis-15815	223	20	y	y	NOUN
fcis-15815	223	21	-	-	PUNCT
fcis-15815	223	22	axis	axis	NOUN
fcis-15815	223	23	is	be	AUX
fcis-15815	223	24	set	set	VERB
fcis-15815	223	25	to	to	ADP
fcis-15815	223	26	2	2	NUM
fcis-15815	223	27	,	,	PUNCT
fcis-15815	223	28	and	and	CCONJ
fcis-15815	223	29	the	the	DET
fcis-15815	223	30	minimum	minimum	ADJ
fcis-15815	223	31	value	value	NOUN
fcis-15815	223	32	is	be	AUX
fcis-15815	223	33	set	set	VERB
fcis-15815	223	34	to	to	ADP
fcis-15815	223	35	-2	-2	INTJ
fcis-15815	223	36	,	,	PUNCT
fcis-15815	223	37	so	so	SCONJ
fcis-15815	223	38	as	as	SCONJ
fcis-15815	223	39	to	to	PART
fcis-15815	223	40	reflect	reflect	VERB
fcis-15815	223	41	the	the	DET
fcis-15815	223	42	drift	drift	NOUN
fcis-15815	223	43	range	range	NOUN
fcis-15815	223	44	fully	fully	ADV
fcis-15815	223	45	.	.	PUNCT
fcis-15815	224	1	after	after	ADP
fcis-15815	224	2	reading	read	VERB
fcis-15815	224	3	the	the	DET
fcis-15815	224	4	figure	figure	NOUN
fcis-15815	224	5	into	into	ADP
fcis-15815	224	6	a	a	DET
fcis-15815	224	7	matrix	matrix	NOUN
fcis-15815	224	8	,	,	PUNCT
fcis-15815	224	9	to	to	PART
fcis-15815	224	10	speed	speed	VERB
fcis-15815	224	11	up	up	ADP
fcis-15815	224	12	the	the	DET
fcis-15815	224	13	network	network	NOUN
fcis-15815	224	14	training	training	NOUN
fcis-15815	224	15	,	,	PUNCT
fcis-15815	224	16	the	the	DET
fcis-15815	224	17	matrix	matrix	NOUN
fcis-15815	224	18	needs	need	VERB
fcis-15815	224	19	to	to	PART
fcis-15815	224	20	be	be	AUX
fcis-15815	224	21	normalized	normalize	VERB
fcis-15815	224	22	.	.	PUNCT
fcis-15815	225	1	the	the	DET
fcis-15815	225	2	part	part	NOUN
fcis-15815	225	3	with	with	ADP
fcis-15815	225	4	a	a	DET
fcis-15815	225	5	value	value	NOUN
fcis-15815	225	6	of	of	ADP
fcis-15815	225	7	1	1	NUM
fcis-15815	225	8	in	in	ADP
fcis-15815	225	9	the	the	DET
fcis-15815	225	10	matrix	matrix	NOUN
fcis-15815	225	11	represents	represent	VERB
fcis-15815	225	12	the	the	DET
fcis-15815	225	13	non	non	ADJ
fcis-15815	225	14	-	-	ADJ
fcis-15815	225	15	phase	phase	ADJ
fcis-15815	225	16	error	error	NOUN
fcis-15815	225	17	drift	drift	NOUN
fcis-15815	225	18	range	range	NOUN
fcis-15815	225	19	,	,	PUNCT
fcis-15815	225	20	and	and	CCONJ
fcis-15815	225	21	the	the	DET
fcis-15815	225	22	part	part	NOUN
fcis-15815	225	23	with	with	ADP
fcis-15815	225	24	a	a	DET
fcis-15815	225	25	value	value	NOUN
fcis-15815	225	26	other	other	ADJ
fcis-15815	225	27	than	than	ADP
fcis-15815	225	28	1	1	NUM
fcis-15815	225	29	in	in	ADP
fcis-15815	225	30	the	the	DET
fcis-15815	225	31	matrix	matrix	NOUN
fcis-15815	225	32	represents	represent	VERB
fcis-15815	225	33	the	the	DET
fcis-15815	225	34	phase	phase	NOUN
fcis-15815	225	35	error	error	NOUN
fcis-15815	225	36	drift	drift	NOUN
fcis-15815	225	37	range	range	NOUN
fcis-15815	225	38	.	.	PUNCT
fcis-15815	226	1	to	to	PART
fcis-15815	226	2	highlight	highlight	VERB
fcis-15815	226	3	the	the	DET
fcis-15815	226	4	phase	phase	NOUN
fcis-15815	226	5	error	error	NOUN
fcis-15815	226	6	drift	drift	NOUN
fcis-15815	226	7	range	range	NOUN
fcis-15815	226	8	and	and	CCONJ
fcis-15815	226	9	increase	increase	VERB
fcis-15815	226	10	the	the	DET
fcis-15815	226	11	contrast	contrast	NOUN
fcis-15815	226	12	,	,	PUNCT
fcis-15815	226	13	we	we	PRON
fcis-15815	226	14	set	set	VERB
fcis-15815	226	15	the	the	DET
fcis-15815	226	16	data	datum	NOUN
fcis-15815	226	17	within	within	ADP
fcis-15815	226	18	the	the	DET
fcis-15815	226	19	drift	drift	NOUN
fcis-15815	226	20	range	range	NOUN
fcis-15815	226	21	to	to	ADP
fcis-15815	226	22	1	1	NUM
fcis-15815	226	23	,	,	PUNCT
fcis-15815	226	24	and	and	CCONJ
fcis-15815	226	25	set	set	VERB
fcis-15815	226	26	the	the	DET
fcis-15815	226	27	data	datum	NOUN
fcis-15815	226	28	outside	outside	ADP
fcis-15815	226	29	the	the	DET
fcis-15815	226	30	drift	drift	NOUN
fcis-15815	226	31	range	range	NOUN
fcis-15815	226	32	to	to	ADP
fcis-15815	226	33	0	0	NUM
fcis-15815	226	34	.	.	PUNCT
fcis-15815	227	1	next	next	ADV
fcis-15815	227	2	,	,	PUNCT
fcis-15815	227	3	we	we	PRON
fcis-15815	227	4	use	use	VERB
fcis-15815	227	5	the	the	DET
fcis-15815	227	6	multimodal	multimodal	ADJ
fcis-15815	227	7	cnn	cnn	PROPN
fcis-15815	227	8	neural	neural	ADJ
fcis-15815	227	9	network	network	NOUN
fcis-15815	227	10	we	we	PRON
fcis-15815	227	11	built	build	VERB
fcis-15815	227	12	for	for	ADP
fcis-15815	227	13	testing	testing	NOUN
fcis-15815	227	14	.	.	PUNCT
fcis-15815	228	1	in	in	ADP
fcis-15815	228	2	the	the	DET
fcis-15815	228	3	experiments	experiment	NOUN
fcis-15815	228	4	,	,	PUNCT
fcis-15815	228	5	we	we	PRON
fcis-15815	228	6	use	use	VERB
fcis-15815	228	7	a	a	DET
fcis-15815	228	8	lenovo	lenovo	PROPN
fcis-15815	228	9	pc	pc	NOUN
fcis-15815	228	10	with	with	ADP
fcis-15815	228	11	an	an	DET
fcis-15815	228	12	intel	intel	PROPN
fcis-15815	228	13	i71165g7	i71165g7	NUM
fcis-15815	228	14	processor	processor	NOUN
fcis-15815	228	15	,	,	PUNCT
fcis-15815	228	16	and	and	CCONJ
fcis-15815	228	17	rtx	rtx	PROPN
fcis-15815	228	18	2080	2080	NUM
fcis-15815	228	19	ti	ti	NOUN
fcis-15815	228	20	graphics	graphic	NOUN
fcis-15815	228	21	card	card	NOUN
fcis-15815	228	22	to	to	PART
fcis-15815	228	23	train	train	VERB
fcis-15815	228	24	the	the	DET
fcis-15815	228	25	deep	deep	ADJ
fcis-15815	228	26	learning	learning	NOUN
fcis-15815	228	27	model	model	NOUN
fcis-15815	228	28	.	.	PUNCT
fcis-15815	229	1	the	the	DET
fcis-15815	229	2	model	model	NOUN
fcis-15815	229	3	is	be	AUX
fcis-15815	229	4	built	build	VERB
fcis-15815	229	5	by	by	ADP
fcis-15815	229	6	tensorflow	tensorflow	NOUN
fcis-15815	229	7	version	version	NOUN
fcis-15815	229	8	2.10.0	2.10.0	NUM
fcis-15815	229	9	,	,	PUNCT
fcis-15815	229	10	using	use	VERB
fcis-15815	229	11	gpu	gpu	NOUN
fcis-15815	229	12	acceleration	acceleration	NOUN
fcis-15815	229	13	to	to	PART
fcis-15815	229	14	improve	improve	VERB
fcis-15815	229	15	network	network	NOUN
fcis-15815	229	16	training	training	NOUN
fcis-15815	229	17	efficiency	efficiency	NOUN
fcis-15815	229	18	,	,	PUNCT
fcis-15815	229	19	and	and	CCONJ
fcis-15815	229	20	the	the	DET
fcis-15815	229	21	python	python	PROPN
fcis-15815	229	22	version	version	NOUN
fcis-15815	229	23	used	use	VERB
fcis-15815	229	24	is	be	AUX
fcis-15815	229	25	3.97	3.97	NUM
fcis-15815	229	26	.	.	PUNCT
fcis-15815	230	1	we	we	PRON
fcis-15815	230	2	use	use	VERB
fcis-15815	230	3	the	the	DET
fcis-15815	230	4	resnet-50	resnet-50	NOUN
fcis-15815	230	5	-	-	PUNCT
fcis-15815	230	6	based	base	VERB
fcis-15815	230	7	model	model	NOUN
fcis-15815	230	8	for	for	ADP
fcis-15815	230	9	network	network	NOUN
fcis-15815	230	10	training	training	NOUN
fcis-15815	230	11	,	,	PUNCT
fcis-15815	230	12	set	set	VERB
fcis-15815	230	13	the	the	DET
fcis-15815	230	14	training	training	NOUN
fcis-15815	230	15	round	round	NOUN
fcis-15815	230	16	epochs	epoch	NOUN
fcis-15815	230	17	to	to	ADP
fcis-15815	230	18	100	100	NUM
fcis-15815	230	19	,	,	PUNCT
fcis-15815	230	20	the	the	DET
fcis-15815	230	21	batch	batch	NOUN
fcis-15815	230	22	size	size	NOUN
fcis-15815	230	23	to	to	ADP
fcis-15815	230	24	16	16	NUM
fcis-15815	230	25	,	,	PUNCT
fcis-15815	230	26	the	the	DET
fcis-15815	230	27	loss	loss	NOUN
fcis-15815	230	28	function	function	NOUN
fcis-15815	230	29	to	to	ADP
fcis-15815	230	30	cross	cross	ADJ
fcis-15815	230	31	-	-	ADJ
fcis-15815	230	32	entropy	entropy	ADJ
fcis-15815	230	33	loss	loss	NOUN
fcis-15815	230	34	,	,	PUNCT
fcis-15815	230	35	the	the	DET
fcis-15815	230	36	optimization	optimization	NOUN
fcis-15815	230	37	algorithm	algorithm	NOUN
fcis-15815	230	38	to	to	ADP
fcis-15815	230	39	adam	adam	PROPN
fcis-15815	230	40	,	,	PUNCT
fcis-15815	230	41	and	and	CCONJ
fcis-15815	230	42	the	the	DET
fcis-15815	230	43	initial	initial	ADJ
fcis-15815	230	44	learning	learning	NOUN
fcis-15815	230	45	rate	rate	NOUN
fcis-15815	230	46	to	to	ADP
fcis-15815	230	47	10	10	NUM
fcis-15815	230	48	-	-	SYM
fcis-15815	230	49	4	4	NUM
fcis-15815	230	50	.	.	PUNCT
fcis-15815	231	1	the	the	DET
fcis-15815	231	2	output	output	NOUN
fcis-15815	231	3	dimensions	dimension	NOUN
fcis-15815	231	4	of	of	ADP
fcis-15815	231	5	the	the	DET
fcis-15815	231	6	two	two	NUM
fcis-15815	231	7	fully	fully	ADV
fcis-15815	231	8	connected	connected	ADJ
fcis-15815	231	9	layers	layer	NOUN
fcis-15815	231	10	are	be	AUX
fcis-15815	231	11	512	512	NUM
fcis-15815	231	12	and	and	CCONJ
fcis-15815	231	13	256	256	NUM
fcis-15815	231	14	,	,	PUNCT
fcis-15815	231	15	respectively	respectively	ADV
fcis-15815	231	16	.	.	PUNCT
fcis-15815	232	1	the	the	DET
fcis-15815	232	2	middle	middle	ADJ
fcis-15815	232	3	layer	layer	NOUN
fcis-15815	232	4	of	of	ADP
fcis-15815	232	5	the	the	DET
fcis-15815	232	6	network	network	NOUN
fcis-15815	232	7	uses	use	VERB
fcis-15815	232	8	the	the	DET
fcis-15815	232	9	relu	relu	NOUN
fcis-15815	232	10	activation	activation	NOUN
fcis-15815	232	11	function	function	NOUN
fcis-15815	232	12	,	,	PUNCT
fcis-15815	232	13	and	and	CCONJ
fcis-15815	232	14	the	the	DET
fcis-15815	232	15	output	output	NOUN
fcis-15815	232	16	layer	layer	NOUN
fcis-15815	232	17	uses	use	VERB
fcis-15815	232	18	the	the	DET
fcis-15815	232	19	softmax	softmax	ADJ
fcis-15815	232	20	activation	activation	NOUN
fcis-15815	232	21	function	function	NOUN
fcis-15815	232	22	.	.	PUNCT
fcis-15815	233	1	the	the	DET
fcis-15815	233	2	label	label	NOUN
fcis-15815	233	3	of	of	ADP
fcis-15815	233	4	the	the	DET
fcis-15815	233	5	data	datum	NOUN
fcis-15815	233	6	is	be	AUX
fcis-15815	233	7	converted	convert	VERB
fcis-15815	233	8	into	into	ADP
fcis-15815	233	9	a	a	DET
fcis-15815	233	10	one	one	NUM
fcis-15815	233	11	-	-	PUNCT
fcis-15815	233	12	hot	hot	ADJ
fcis-15815	233	13	value	value	NOUN
fcis-15815	233	14	form	form	NOUN
fcis-15815	233	15	.	.	PUNCT
fcis-15815	234	1	the	the	DET
fcis-15815	234	2	images	image	NOUN
fcis-15815	234	3	generated	generate	VERB
fcis-15815	234	4	by	by	ADP
fcis-15815	234	5	the	the	DET
fcis-15815	234	6	three	three	NUM
fcis-15815	234	7	sets	set	NOUN
fcis-15815	234	8	of	of	ADP
fcis-15815	234	9	antennas	antenna	NOUN
fcis-15815	234	10	in	in	ADP
fcis-15815	234	11	each	each	DET
fcis-15815	234	12	device	device	NOUN
fcis-15815	234	13	are	be	AUX
fcis-15815	234	14	taken	take	VERB
fcis-15815	234	15	as	as	ADP
fcis-15815	234	16	a	a	DET
fcis-15815	234	17	group	group	NOUN
fcis-15815	234	18	(	(	PUNCT
fcis-15815	234	19	the	the	DET
fcis-15815	234	20	three	three	NUM
fcis-15815	234	21	images	image	NOUN
fcis-15815	234	22	have	have	VERB
fcis-15815	234	23	the	the	DET
fcis-15815	234	24	same	same	ADJ
fcis-15815	234	25	size	size	NOUN
fcis-15815	234	26	and	and	CCONJ
fcis-15815	234	27	the	the	DET
fcis-15815	234	28	same	same	ADJ
fcis-15815	234	29	category	category	NOUN
fcis-15815	234	30	)	)	PUNCT
fcis-15815	234	31	and	and	CCONJ
fcis-15815	234	32	are	be	AUX
fcis-15815	234	33	input	input	VERB
fcis-15815	234	34	into	into	ADP
fcis-15815	234	35	the	the	DET
fcis-15815	234	36	neural	neural	ADJ
fcis-15815	234	37	network	network	NOUN
fcis-15815	234	38	architecture	architecture	NOUN
fcis-15815	234	39	for	for	ADP
fcis-15815	234	40	classification	classification	NOUN
fcis-15815	234	41	prediction	prediction	NOUN
fcis-15815	234	42	.	.	PUNCT
fcis-15815	235	1	we	we	PRON
fcis-15815	235	2	use	use	VERB
fcis-15815	235	3	500	500	NUM
fcis-15815	235	4	images	image	NOUN
fcis-15815	235	5	collected	collect	VERB
fcis-15815	235	6	by	by	ADP
fcis-15815	235	7	each	each	DET
fcis-15815	235	8	device	device	NOUN
fcis-15815	235	9	,	,	PUNCT
fcis-15815	235	10	400	400	NUM
fcis-15815	235	11	for	for	ADP
fcis-15815	235	12	training	training	NOUN
fcis-15815	235	13	and	and	CCONJ
fcis-15815	235	14	100	100	NUM
fcis-15815	235	15	for	for	ADP
fcis-15815	235	16	classification	classification	NOUN
fcis-15815	235	17	prediction	prediction	NOUN
fcis-15815	235	18	.	.	PUNCT
fcis-15815	236	1	after	after	ADP
fcis-15815	236	2	training	train	VERB
fcis-15815	236	3	the	the	DET
fcis-15815	236	4	model	model	NOUN
fcis-15815	236	5	,	,	PUNCT
fcis-15815	236	6	the	the	DET
fcis-15815	236	7	accuracy	accuracy	NOUN
fcis-15815	236	8	curve	curve	NOUN
fcis-15815	236	9	on	on	ADP
fcis-15815	236	10	the	the	DET
fcis-15815	236	11	training	training	NOUN
fcis-15815	236	12	set	set	NOUN
fcis-15815	236	13	is	be	AUX
fcis-15815	236	14	obtained	obtain	VERB
fcis-15815	236	15	,	,	PUNCT
fcis-15815	236	16	as	as	SCONJ
fcis-15815	236	17	shown	show	VERB
fcis-15815	236	18	in	in	ADP
fcis-15815	236	19	fig	fig	NOUN
fcis-15815	236	20	.	.	PUNCT
fcis-15815	237	1	6	6	X
fcis-15815	237	2	.	.	X
fcis-15815	237	3	we	we	PRON
fcis-15815	237	4	randomly	randomly	ADV
fcis-15815	237	5	selected	select	VERB
fcis-15815	237	6	7	7	NUM
fcis-15815	237	7	devices	device	NOUN
fcis-15815	237	8	from	from	ADP
fcis-15815	237	9	22	22	NUM
fcis-15815	237	10	devices	device	NOUN
fcis-15815	237	11	as	as	ADP
fcis-15815	237	12	illegal	illegal	ADJ
fcis-15815	237	13	devices	device	NOUN
fcis-15815	237	14	,	,	PUNCT
fcis-15815	237	15	and	and	CCONJ
fcis-15815	237	16	collected	collect	VERB
fcis-15815	237	17	1000	1000	NUM
fcis-15815	237	18	csi	csi	ADJ
fcis-15815	237	19	samples	sample	NOUN
fcis-15815	237	20	for	for	ADP
fcis-15815	237	21	each	each	DET
fcis-15815	237	22	device	device	NOUN
fcis-15815	237	23	.	.	PUNCT
fcis-15815	238	1	fig	fig	NOUN
fcis-15815	238	2	.	.	PUNCT
fcis-15815	239	1	8	8	NUM
fcis-15815	239	2	shows	show	VERB
fcis-15815	239	3	the	the	DET
fcis-15815	239	4	detection	detection	NOUN
fcis-15815	239	5	accuracy	accuracy	NOUN
fcis-15815	239	6	of	of	ADP
fcis-15815	239	7	these	these	DET
fcis-15815	239	8	seven	seven	NUM
fcis-15815	239	9	detection	detection	NOUN
fcis-15815	239	10	devices	device	NOUN
fcis-15815	239	11	as	as	ADP
fcis-15815	239	12	abnormal	abnormal	ADJ
fcis-15815	239	13	connections	connection	NOUN
fcis-15815	239	14	.	.	PUNCT
fcis-15815	240	1	csi	csi	PROPN
fcis-15815	240	2	fingerprint	fingerprint	NOUN
fcis-15815	240	3	collection	collection	NOUN
fcis-15815	240	4	was	be	AUX
fcis-15815	240	5	performed	perform	VERB
fcis-15815	240	6	on	on	ADP
fcis-15815	240	7	22	22	NUM
fcis-15815	240	8	devices	device	NOUN
fcis-15815	240	9	one	one	NUM
fcis-15815	240	10	by	by	ADP
fcis-15815	240	11	one	one	NUM
fcis-15815	240	12	to	to	PART
fcis-15815	240	13	detect	detect	VERB
fcis-15815	240	14	the	the	DET
fcis-15815	240	15	legality	legality	NOUN
fcis-15815	240	16	of	of	ADP
fcis-15815	240	17	the	the	DET
fcis-15815	240	18	devices	device	NOUN
fcis-15815	240	19	.	.	PUNCT
fcis-15815	241	1	it	it	PRON
fcis-15815	241	2	can	can	AUX
fcis-15815	241	3	be	be	AUX
fcis-15815	241	4	seen	see	VERB
fcis-15815	241	5	from	from	ADP
fcis-15815	241	6	the	the	DET
fcis-15815	241	7	fig	fig	NOUN
fcis-15815	241	8	.	.	PUNCT
fcis-15815	242	1	7	7	NUM
fcis-15815	243	1	that	that	SCONJ
fcis-15815	243	2	the	the	DET
fcis-15815	243	3	recognition	recognition	NOUN
fcis-15815	243	4	accuracy	accuracy	NOUN
fcis-15815	243	5	of	of	ADP
fcis-15815	243	6	the	the	DET
fcis-15815	243	7	22	22	NUM
fcis-15815	243	8	devices	device	NOUN
fcis-15815	243	9	can	can	AUX
fcis-15815	243	10	reach	reach	VERB
fcis-15815	243	11	98%-99	98%-99	NUM
fcis-15815	243	12	%	%	NOUN
fcis-15815	243	13	,	,	PUNCT
fcis-15815	243	14	the	the	DET
fcis-15815	243	15	loss	loss	NOUN
fcis-15815	243	16	curve	curve	NOUN
fcis-15815	243	17	shows	show	VERB
fcis-15815	243	18	a	a	DET
fcis-15815	243	19	continuous	continuous	ADJ
fcis-15815	243	20	downward	downward	ADJ
fcis-15815	243	21	trend	trend	NOUN
fcis-15815	243	22	,	,	PUNCT
fcis-15815	243	23	and	and	CCONJ
fcis-15815	243	24	finally	finally	ADV
fcis-15815	243	25	approaches	approach	VERB
fcis-15815	243	26	0.05	0.05	NUM
fcis-15815	243	27	,	,	PUNCT
fcis-15815	243	28	and	and	CCONJ
fcis-15815	243	29	the	the	DET
fcis-15815	243	30	false	false	ADJ
fcis-15815	243	31	alarm	alarm	NOUN
fcis-15815	243	32	rate	rate	NOUN
fcis-15815	243	33	is	be	AUX
fcis-15815	243	34	less	less	ADJ
fcis-15815	243	35	than	than	ADP
fcis-15815	243	36	2	2	NUM
fcis-15815	243	37	%	%	NOUN
fcis-15815	243	38	.	.	PUNCT
fcis-15815	244	1	and	and	CCONJ
fcis-15815	244	2	for	for	ADP
fcis-15815	244	3	devices	device	NOUN
fcis-15815	244	4	of	of	ADP
fcis-15815	244	5	different	different	ADJ
fcis-15815	244	6	types	type	NOUN
fcis-15815	244	7	,	,	PUNCT
fcis-15815	244	8	or	or	CCONJ
fcis-15815	244	9	multiple	multiple	ADJ
fcis-15815	244	10	devices	device	NOUN
fcis-15815	244	11	of	of	ADP
fcis-15815	244	12	the	the	DET
fcis-15815	244	13	same	same	ADJ
fcis-15815	244	14	type	type	NOUN
fcis-15815	244	15	,	,	PUNCT
fcis-15815	244	16	our	our	PRON
fcis-15815	244	17	solution	solution	NOUN
fcis-15815	244	18	can	can	AUX
fcis-15815	244	19	accurately	accurately	ADV
fcis-15815	244	20	identify	identify	VERB
fcis-15815	244	21	obvious	obvious	ADJ
fcis-15815	244	22	or	or	CCONJ
fcis-15815	244	23	subtle	subtle	ADJ
fcis-15815	244	24	differences	difference	NOUN
fcis-15815	244	25	between	between	ADP
fcis-15815	244	26	them	they	PRON
fcis-15815	244	27	.	.	PUNCT
fcis-15815	245	1	fig	fig	NOUN
fcis-15815	245	2	6	6	NUM
fcis-15815	245	3	.	.	PUNCT
fcis-15815	246	1	accuracy	accuracy	NOUN
fcis-15815	246	2	changes	change	NOUN
fcis-15815	246	3	with	with	ADP
fcis-15815	246	4	epochs	epoch	NOUN
fcis-15815	246	5	fig	fig	NOUN
fcis-15815	246	6	7	7	NUM
fcis-15815	246	7	.	.	PUNCT
fcis-15815	247	1	the	the	DET
fcis-15815	247	2	accuracies	accuracy	NOUN
fcis-15815	247	3	of	of	ADP
fcis-15815	247	4	22	22	NUM
fcis-15815	247	5	wireless	wireless	NOUN
fcis-15815	247	6	devices	device	NOUN
fcis-15815	247	7	fig	fig	NOUN
fcis-15815	247	8	8	8	NUM
fcis-15815	247	9	.	.	PUNCT
fcis-15815	248	1	identification	identification	NOUN
fcis-15815	248	2	accuracy	accuracy	NOUN
fcis-15815	248	3	of	of	ADP
fcis-15815	248	4	rogue	rogue	NOUN
fcis-15815	248	5	connections	connection	NOUN
fcis-15815	248	6	.	.	PUNCT
fcis-15815	249	1	5.2	5.2	NUM
fcis-15815	249	2	.	.	PUNCT
fcis-15815	250	1	stability	stability	NOUN
fcis-15815	250	2	5.2.1	5.2.1	NUM
fcis-15815	250	3	.	.	PUNCT
fcis-15815	250	4	time	time	NOUN
fcis-15815	250	5	stability	stability	NOUN
fcis-15815	250	6	as	as	ADP
fcis-15815	250	7	a	a	DET
fcis-15815	250	8	valid	valid	ADJ
fcis-15815	250	9	fingerprint	fingerprint	NOUN
fcis-15815	250	10	for	for	ADP
fcis-15815	250	11	device	device	NOUN
fcis-15815	250	12	identification	identification	NOUN
fcis-15815	250	13	,	,	PUNCT
fcis-15815	250	14	it	it	PRON
fcis-15815	250	15	must	must	AUX
fcis-15815	250	16	remain	remain	VERB
fcis-15815	250	17	consistent	consistent	ADJ
fcis-15815	250	18	over	over	ADP
fcis-15815	250	19	time	time	NOUN
fcis-15815	250	20	.	.	PUNCT
fcis-15815	251	1	to	to	PART
fcis-15815	251	2	prove	prove	VERB
fcis-15815	251	3	that	that	SCONJ
fcis-15815	251	4	the	the	DET
fcis-15815	251	5	relative	relative	ADJ
fcis-15815	251	6	phase	phase	NOUN
fcis-15815	251	7	error	error	NOUN
fcis-15815	251	8	between	between	ADP
fcis-15815	251	9	the	the	DET
fcis-15815	251	10	device	device	NOUN
fcis-15815	251	11	antennas	antenna	NOUN
fcis-15815	251	12	remains	remain	VERB
fcis-15815	251	13	unchanged	unchanged	ADJ
fcis-15815	251	14	at	at	ADP
fcis-15815	251	15	different	different	ADJ
fcis-15815	251	16	times	time	NOUN
fcis-15815	251	17	of	of	ADP
fcis-15815	251	18	the	the	DET
fcis-15815	251	19	day	day	NOUN
fcis-15815	251	20	and	and	CCONJ
fcis-15815	251	21	for	for	ADP
fcis-15815	251	22	some	some	DET
fcis-15815	251	23	time	time	NOUN
fcis-15815	251	24	,	,	PUNCT
fcis-15815	251	25	we	we	PRON
fcis-15815	251	26	let	let	VERB
fcis-15815	251	27	the	the	DET
fcis-15815	251	28	detection	detection	NOUN
fcis-15815	251	29	device	device	NOUN
fcis-15815	251	30	record	record	VERB
fcis-15815	251	31	the	the	DET
fcis-15815	251	32	csi	csi	ADJ
fcis-15815	251	33	information	information	NOUN
fcis-15815	251	34	of	of	ADP
fcis-15815	251	35	the	the	DET
fcis-15815	251	36	three	three	NUM
fcis-15815	251	37	routers	router	NOUN
fcis-15815	251	38	tplink_1	tplink_1	PROPN
fcis-15815	251	39	,	,	PUNCT
fcis-15815	251	40	360_1	360_1	NOUN
fcis-15815	251	41	,	,	PUNCT
fcis-15815	251	42	and	and	CCONJ
fcis-15815	251	43	360_2	360_2	NUM
fcis-15815	251	44	every	every	DET
fcis-15815	251	45	6	6	NUM
fcis-15815	251	46	o'clock	o'clock	NOUN
fcis-15815	251	47	in	in	ADP
fcis-15815	251	48	a	a	DET
fcis-15815	251	49	week	week	NOUN
fcis-15815	251	50	,	,	PUNCT
fcis-15815	251	51	and	and	CCONJ
fcis-15815	251	52	extract	extract	VERB
fcis-15815	251	53	fingerprints	fingerprint	NOUN
fcis-15815	251	54	.	.	PUNCT
fcis-15815	252	1	fig	fig	NOUN
fcis-15815	252	2	.	.	PUNCT
fcis-15815	253	1	9	9	NUM
fcis-15815	253	2	shows	show	VERB
fcis-15815	253	3	the	the	DET
fcis-15815	253	4	relative	relative	ADJ
fcis-15815	253	5	phase	phase	NOUN
fcis-15815	253	6	errors	error	NOUN
fcis-15815	253	7	in	in	ADP
fcis-15815	253	8	the	the	DET
fcis-15815	253	9	three	three	NUM
fcis-15815	253	10	sets	set	NOUN
fcis-15815	253	11	of	of	ADP
fcis-15815	253	12	antennas	antenna	NOUN
fcis-15815	253	13	in	in	ADP
fcis-15815	253	14	the	the	DET
fcis-15815	253	15	three	three	NUM
fcis-15815	253	16	routers	router	NOUN
fcis-15815	253	17	at	at	ADP
fcis-15815	253	18	different	different	ADJ
fcis-15815	253	19	times	time	NOUN
fcis-15815	253	20	.	.	PUNCT
fcis-15815	254	1	from	from	ADP
fcis-15815	254	2	the	the	DET
fcis-15815	254	3	experimental	experimental	ADJ
fcis-15815	254	4	results	result	NOUN
fcis-15815	254	5	,	,	PUNCT
fcis-15815	254	6	it	it	PRON
fcis-15815	254	7	can	can	AUX
fcis-15815	254	8	be	be	AUX
fcis-15815	254	9	observed	observe	VERB
fcis-15815	254	10	that	that	SCONJ
fcis-15815	254	11	regardless	regardless	ADV
fcis-15815	254	12	of	of	ADP
fcis-15815	254	13	the	the	DET
fcis-15815	254	14	same	same	ADJ
fcis-15815	254	15	type	type	NOUN
fcis-15815	254	16	of	of	ADP
fcis-15815	254	17	different	different	ADJ
fcis-15815	254	18	devices	device	NOUN
fcis-15815	254	19	or	or	CCONJ
fcis-15815	254	20	different	different	ADJ
fcis-15815	254	21	types	type	NOUN
fcis-15815	254	22	of	of	ADP
fcis-15815	254	23	devices	device	NOUN
fcis-15815	254	24	,	,	PUNCT
fcis-15815	254	25	their	their	PRON
fcis-15815	254	26	relative	relative	ADJ
fcis-15815	254	27	phase	phase	NOUN
fcis-15815	254	28	errors	error	NOUN
fcis-15815	254	29	are	be	AUX
fcis-15815	254	30	quite	quite	ADV
fcis-15815	254	31	consistent	consistent	ADJ
fcis-15815	254	32	.	.	PUNCT
fcis-15815	255	1	5.2.2	5.2.2	NUM
fcis-15815	255	2	.	.	PUNCT
fcis-15815	255	3	site	site	NOUN
fcis-15815	255	4	stability	stability	NOUN
fcis-15815	255	5	due	due	ADP
fcis-15815	255	6	to	to	ADP
fcis-15815	255	7	the	the	DET
fcis-15815	255	8	influence	influence	NOUN
fcis-15815	255	9	of	of	ADP
fcis-15815	255	10	tof	tof	PROPN
fcis-15815	255	11	,	,	PUNCT
fcis-15815	255	12	csi	csi	PROPN
fcis-15815	255	13	is	be	AUX
fcis-15815	255	14	sensitive	sensitive	ADJ
fcis-15815	255	15	to	to	ADP
fcis-15815	255	16	the	the	DET
fcis-15815	255	17	location	location	NOUN
fcis-15815	255	18	of	of	ADP
fcis-15815	255	19	the	the	DET
fcis-15815	255	20	environment	environment	NOUN
fcis-15815	255	21	.	.	PUNCT
fcis-15815	256	1	therefore	therefore	ADV
fcis-15815	256	2	,	,	PUNCT
fcis-15815	256	3	we	we	PRON
fcis-15815	256	4	need	need	VERB
fcis-15815	256	5	to	to	PART
fcis-15815	256	6	conduct	conduct	VERB
fcis-15815	256	7	related	related	ADJ
fcis-15815	256	8	experiments	experiment	NOUN
fcis-15815	256	9	to	to	PART
fcis-15815	256	10	verify	verify	VERB
fcis-15815	256	11	whether	whether	SCONJ
fcis-15815	256	12	our	our	PRON
fcis-15815	256	13	fingerprints	fingerprint	NOUN
fcis-15815	256	14	are	be	AUX
fcis-15815	256	15	affected	affect	VERB
fcis-15815	256	16	by	by	ADP
fcis-15815	256	17	location	location	NOUN
fcis-15815	256	18	and	and	CCONJ
fcis-15815	256	19	environment	environment	NOUN
fcis-15815	256	20	.	.	PUNCT
fcis-15815	257	1	first	first	ADV
fcis-15815	257	2	,	,	PUNCT
fcis-15815	257	3	to	to	PART
fcis-15815	257	4	introduce	introduce	VERB
fcis-15815	257	5	complex	complex	ADJ
fcis-15815	257	6	multipath	multipath	NOUN
fcis-15815	257	7	effects	effect	NOUN
fcis-15815	257	8	,	,	PUNCT
fcis-15815	257	9	we	we	PRON
fcis-15815	257	10	set	set	VERB
fcis-15815	257	11	the	the	DET
fcis-15815	257	12	conditions	condition	NOUN
fcis-15815	257	13	in	in	ADP
fcis-15815	257	14	the	the	DET
fcis-15815	257	15	abovementioned	abovementioned	ADJ
fcis-15815	257	16	experimental	experimental	ADJ
fcis-15815	257	17	environment	environment	NOUN
fcis-15815	257	18	indoors	indoor	NOUN
fcis-15815	257	19	,	,	PUNCT
fcis-15815	257	20	and	and	CCONJ
fcis-15815	257	21	then	then	ADV
fcis-15815	257	22	added	add	VERB
fcis-15815	257	23	coffee	coffee	NOUN
fcis-15815	257	24	shops	shop	NOUN
fcis-15815	257	25	,	,	PUNCT
fcis-15815	257	26	classrooms	classroom	NOUN
fcis-15815	257	27	,	,	PUNCT
fcis-15815	257	28	and	and	CCONJ
fcis-15815	257	29	dormitories	dormitory	NOUN
fcis-15815	257	30	that	that	PRON
fcis-15815	257	31	are	be	AUX
fcis-15815	257	32	prone	prone	ADJ
fcis-15815	257	33	to	to	ADP
fcis-15815	257	34	malicious	malicious	ADJ
fcis-15815	257	35	ap	ap	PROPN
fcis-15815	257	36	connections	connection	NOUN
fcis-15815	257	37	.	.	PUNCT
fcis-15815	258	1	we	we	PRON
fcis-15815	258	2	conduct	conduct	VERB
fcis-15815	258	3	multiple	multiple	ADJ
fcis-15815	258	4	relative	relative	ADJ
fcis-15815	258	5	phase	phase	NOUN
fcis-15815	258	6	error	error	NOUN
fcis-15815	258	7	device	device	NOUN
fcis-15815	258	8	identifications	identification	NOUN
fcis-15815	258	9	in	in	ADP
fcis-15815	258	10	each	each	DET
fcis-15815	258	11	location	location	NOUN
fcis-15815	258	12	and	and	CCONJ
fcis-15815	258	13	91	91	NUM
fcis-15815	258	14	environment	environment	NOUN
fcis-15815	258	15	under	under	ADP
fcis-15815	258	16	conditions	condition	NOUN
fcis-15815	258	17	,	,	PUNCT
fcis-15815	258	18	record	record	VERB
fcis-15815	258	19	its	its	PRON
fcis-15815	258	20	csi	csi	NOUN
fcis-15815	258	21	,	,	PUNCT
fcis-15815	258	22	and	and	CCONJ
fcis-15815	258	23	extract	extract	VERB
fcis-15815	258	24	fingerprints	fingerprint	NOUN
fcis-15815	258	25	.	.	PUNCT
fcis-15815	259	1	we	we	PRON
fcis-15815	259	2	record	record	VERB
fcis-15815	259	3	the	the	DET
fcis-15815	259	4	relative	relative	ADJ
fcis-15815	259	5	phase	phase	NOUN
fcis-15815	259	6	error	error	NOUN
fcis-15815	259	7	at	at	ADP
fcis-15815	259	8	different	different	ADJ
fcis-15815	259	9	positions	position	NOUN
fcis-15815	259	10	,	,	PUNCT
fcis-15815	259	11	and	and	CCONJ
fcis-15815	259	12	the	the	DET
fcis-15815	259	13	table	table	NOUN
fcis-15815	259	14	ii	ii	PROPN
fcis-15815	259	15	records	record	VERB
fcis-15815	259	16	the	the	DET
fcis-15815	259	17	accuracy	accuracy	NOUN
fcis-15815	259	18	rate	rate	NOUN
fcis-15815	259	19	in	in	ADP
fcis-15815	259	20	different	different	ADJ
fcis-15815	259	21	environments	environment	NOUN
fcis-15815	259	22	.	.	PUNCT
fcis-15815	260	1	the	the	DET
fcis-15815	260	2	results	result	NOUN
fcis-15815	260	3	in	in	ADP
fcis-15815	260	4	table	table	NOUN
fcis-15815	260	5	ii	ii	NOUN
fcis-15815	260	6	show	show	VERB
fcis-15815	260	7	that	that	SCONJ
fcis-15815	260	8	,	,	PUNCT
fcis-15815	260	9	our	our	PRON
fcis-15815	260	10	fingerprints	fingerprint	NOUN
fcis-15815	260	11	remain	remain	VERB
fcis-15815	260	12	consistent	consistent	ADJ
fcis-15815	260	13	with	with	ADP
fcis-15815	260	14	changes	change	NOUN
fcis-15815	260	15	in	in	ADP
fcis-15815	260	16	position	position	NOUN
fcis-15815	260	17	,	,	PUNCT
fcis-15815	260	18	and	and	CCONJ
fcis-15815	260	19	can	can	AUX
fcis-15815	260	20	still	still	ADV
fcis-15815	260	21	achieve	achieve	VERB
fcis-15815	260	22	98	98	NUM
fcis-15815	260	23	%	%	NOUN
fcis-15815	260	24	accuracy	accuracy	NOUN
fcis-15815	260	25	in	in	ADP
fcis-15815	260	26	dynamic	dynamic	ADJ
fcis-15815	260	27	environments	environment	NOUN
fcis-15815	260	28	.	.	PUNCT
fcis-15815	261	1	a	a	DET
fcis-15815	261	2	large	large	ADJ
fcis-15815	261	3	number	number	NOUN
fcis-15815	261	4	of	of	ADP
fcis-15815	261	5	experimental	experimental	ADJ
fcis-15815	261	6	results	result	NOUN
fcis-15815	261	7	have	have	AUX
fcis-15815	261	8	confirmed	confirm	VERB
fcis-15815	261	9	that	that	SCONJ
fcis-15815	261	10	our	our	PRON
fcis-15815	261	11	system	system	NOUN
fcis-15815	261	12	can	can	AUX
fcis-15815	261	13	effectively	effectively	ADV
fcis-15815	261	14	detect	detect	VERB
fcis-15815	261	15	malicious	malicious	ADJ
fcis-15815	261	16	aps	ap	NOUN
fcis-15815	261	17	illegally	illegally	ADV
fcis-15815	261	18	connecting	connect	VERB
fcis-15815	261	19	to	to	ADP
fcis-15815	261	20	wifi	wifi	NOUN
fcis-15815	261	21	devices	device	NOUN
fcis-15815	261	22	.	.	PUNCT
fcis-15815	262	1	(	(	PUNCT
fcis-15815	262	2	a	a	X
fcis-15815	262	3	)	)	PUNCT
fcis-15815	262	4	rpe	rpe	PROPN
fcis-15815	262	5	of	of	ADP
fcis-15815	262	6	four	four	NUM
fcis-15815	262	7	deviceremain	deviceremain	ADV
fcis-15815	262	8	invariant	invariant	ADJ
fcis-15815	262	9	across	across	ADP
fcis-15815	262	10	the	the	DET
fcis-15815	262	11	one	one	NUM
fcis-15815	262	12	week	week	NOUN
fcis-15815	262	13	fig	fig	NOUN
fcis-15815	262	14	9	9	NUM
fcis-15815	262	15	.	.	PUNCT
fcis-15815	262	16	invariance	invariance	NOUN
fcis-15815	262	17	of	of	ADP
fcis-15815	262	18	fingerprints	fingerprint	NOUN
fcis-15815	262	19	with	with	ADP
fcis-15815	262	20	respect	respect	NOUN
fcis-15815	262	21	to	to	ADP
fcis-15815	262	22	time	time	NOUN
fcis-15815	262	23	table	table	NOUN
fcis-15815	262	24	2	2	NUM
fcis-15815	262	25	.	.	PUNCT
fcis-15815	262	26	accuracy	accuracy	NOUN
fcis-15815	262	27	of	of	ADP
fcis-15815	262	28	wifi	wifi	NOUN
fcis-15815	262	29	devices	device	NOUN
fcis-15815	262	30	in	in	ADP
fcis-15815	262	31	different	different	ADJ
fcis-15815	262	32	scenes	scene	NOUN
fcis-15815	262	33	6	6	NUM
fcis-15815	262	34	.	.	PUNCT
fcis-15815	263	1	conclusion	conclusion	NOUN
fcis-15815	263	2	this	this	DET
fcis-15815	263	3	paper	paper	NOUN
fcis-15815	263	4	demonstrates	demonstrate	VERB
fcis-15815	263	5	that	that	SCONJ
fcis-15815	263	6	the	the	DET
fcis-15815	263	7	relative	relative	ADJ
fcis-15815	263	8	phase	phase	NOUN
fcis-15815	263	9	error	error	NOUN
fcis-15815	263	10	between	between	ADP
fcis-15815	263	11	tx	tx	PROPN
fcis-15815	263	12	chain	chain	NOUN
fcis-15815	263	13	carriers	carrier	NOUN
fcis-15815	263	14	in	in	ADP
fcis-15815	263	15	the	the	DET
fcis-15815	263	16	same	same	ADJ
fcis-15815	263	17	device	device	NOUN
fcis-15815	263	18	can	can	AUX
fcis-15815	263	19	be	be	AUX
fcis-15815	263	20	used	use	VERB
fcis-15815	263	21	as	as	ADP
fcis-15815	263	22	a	a	DET
fcis-15815	263	23	valid	valid	ADJ
fcis-15815	263	24	fingerprint	fingerprint	NOUN
fcis-15815	263	25	of	of	ADP
fcis-15815	263	26	the	the	DET
fcis-15815	263	27	device	device	NOUN
fcis-15815	263	28	.	.	PUNCT
fcis-15815	264	1	these	these	DET
fcis-15815	264	2	fingerprints	fingerprint	NOUN
fcis-15815	264	3	are	be	AUX
fcis-15815	264	4	fairly	fairly	ADV
fcis-15815	264	5	consistent	consistent	ADJ
fcis-15815	264	6	across	across	ADP
fcis-15815	264	7	time	time	NOUN
fcis-15815	264	8	and	and	CCONJ
fcis-15815	264	9	place	place	NOUN
fcis-15815	264	10	,	,	PUNCT
fcis-15815	264	11	but	but	CCONJ
fcis-15815	264	12	vary	vary	VERB
fcis-15815	264	13	across	across	ADP
fcis-15815	264	14	devices	device	NOUN
fcis-15815	264	15	and	and	CCONJ
fcis-15815	264	16	are	be	AUX
fcis-15815	264	17	not	not	PART
fcis-15815	264	18	affected	affect	VERB
fcis-15815	264	19	by	by	ADP
fcis-15815	264	20	the	the	DET
fcis-15815	264	21	mobile	mobile	ADJ
fcis-15815	264	22	environment	environment	NOUN
fcis-15815	264	23	.	.	PUNCT
fcis-15815	265	1	therefore	therefore	ADV
fcis-15815	265	2	,	,	PUNCT
fcis-15815	265	3	this	this	DET
fcis-15815	265	4	mechanism	mechanism	NOUN
fcis-15815	265	5	can	can	AUX
fcis-15815	265	6	be	be	AUX
fcis-15815	265	7	used	use	VERB
fcis-15815	265	8	for	for	ADP
fcis-15815	265	9	device	device	NOUN
fcis-15815	265	10	identification	identification	NOUN
fcis-15815	265	11	of	of	ADP
fcis-15815	265	12	wifi	wifi	NOUN
fcis-15815	265	13	devices	device	NOUN
fcis-15815	265	14	supporting	support	VERB
fcis-15815	265	15	the	the	DET
fcis-15815	265	16	802.11n	802.11n	PROPN
fcis-15815	265	17	protocol	protocol	NOUN
fcis-15815	265	18	.	.	PUNCT
fcis-15815	266	1	a	a	DET
fcis-15815	266	2	large	large	ADJ
fcis-15815	266	3	number	number	NOUN
fcis-15815	266	4	of	of	ADP
fcis-15815	266	5	experiments	experiment	NOUN
fcis-15815	266	6	using	use	VERB
fcis-15815	266	7	22	22	NUM
fcis-15815	266	8	wifi	wifi	NOUN
fcis-15815	266	9	devices	device	NOUN
fcis-15815	266	10	in	in	ADP
fcis-15815	266	11	multiple	multiple	ADJ
fcis-15815	266	12	scenarios	scenario	NOUN
fcis-15815	266	13	and	and	CCONJ
fcis-15815	266	14	environments	environment	NOUN
fcis-15815	266	15	have	have	AUX
fcis-15815	266	16	shown	show	VERB
fcis-15815	266	17	that	that	SCONJ
fcis-15815	266	18	the	the	DET
fcis-15815	266	19	accuracy	accuracy	NOUN
fcis-15815	266	20	of	of	ADP
fcis-15815	266	21	illegal	illegal	ADJ
fcis-15815	266	22	connections	connection	NOUN
fcis-15815	266	23	is	be	AUX
fcis-15815	266	24	as	as	ADV
fcis-15815	266	25	high	high	ADJ
fcis-15815	266	26	as	as	ADP
fcis-15815	266	27	98%-99	98%-99	NUM
fcis-15815	266	28	%	%	NOUN
fcis-15815	266	29	in	in	ADP
fcis-15815	266	30	static	static	ADJ
fcis-15815	266	31	and	and	CCONJ
fcis-15815	266	32	dynamic	dynamic	ADJ
fcis-15815	266	33	environments	environment	NOUN
fcis-15815	266	34	,	,	PUNCT
fcis-15815	266	35	and	and	CCONJ
fcis-15815	266	36	has	have	VERB
fcis-15815	266	37	a	a	DET
fcis-15815	266	38	very	very	ADV
fcis-15815	266	39	efficient	efficient	ADJ
fcis-15815	266	40	detection	detection	NOUN
fcis-15815	266	41	process	process	NOUN
fcis-15815	266	42	under	under	ADP
fcis-15815	266	43	the	the	DET
fcis-15815	266	44	multi	multi	ADJ
fcis-15815	266	45	-	-	ADJ
fcis-15815	266	46	modal	modal	ADJ
fcis-15815	266	47	cnn	cnn	PROPN
fcis-15815	266	48	neural	neural	ADJ
fcis-15815	266	49	network	network	NOUN
fcis-15815	266	50	,	,	PUNCT
fcis-15815	266	51	which	which	PRON
fcis-15815	266	52	is	be	AUX
fcis-15815	266	53	also	also	ADV
fcis-15815	266	54	the	the	DET
fcis-15815	266	55	first	first	ADJ
fcis-15815	266	56	application	application	NOUN
fcis-15815	266	57	of	of	ADP
fcis-15815	266	58	this	this	DET
fcis-15815	266	59	kind	kind	NOUN
fcis-15815	266	60	of	of	ADP
fcis-15815	266	61	scheme	scheme	NOUN
fcis-15815	266	62	.	.	PUNCT
fcis-15815	267	1	the	the	DET
fcis-15815	267	2	experimental	experimental	ADJ
fcis-15815	267	3	results	result	NOUN
fcis-15815	267	4	show	show	VERB
fcis-15815	267	5	that	that	SCONJ
fcis-15815	267	6	we	we	PRON
fcis-15815	267	7	have	have	AUX
fcis-15815	267	8	significantly	significantly	ADV
fcis-15815	267	9	improved	improve	VERB
fcis-15815	267	10	the	the	DET
fcis-15815	267	11	accuracy	accuracy	NOUN
fcis-15815	267	12	and	and	CCONJ
fcis-15815	267	13	efficiency	efficiency	NOUN
fcis-15815	267	14	of	of	ADP
fcis-15815	267	15	this	this	DET
fcis-15815	267	16	type	type	NOUN
fcis-15815	267	17	of	of	ADP
fcis-15815	267	18	solution	solution	NOUN
fcis-15815	267	19	,	,	PUNCT
fcis-15815	267	20	and	and	CCONJ
fcis-15815	267	21	expanded	expand	VERB
fcis-15815	267	22	the	the	DET
fcis-15815	267	23	applicable	applicable	ADJ
fcis-15815	267	24	background	background	NOUN
fcis-15815	267	25	environment	environment	NOUN
fcis-15815	267	26	.	.	PUNCT
fcis-15815	268	1	in	in	ADP
fcis-15815	268	2	the	the	DET
fcis-15815	268	3	future	future	NOUN
fcis-15815	268	4	,	,	PUNCT
fcis-15815	268	5	we	we	PRON
fcis-15815	268	6	hope	hope	VERB
fcis-15815	268	7	to	to	PART
fcis-15815	268	8	use	use	VERB
fcis-15815	268	9	more	more	ADJ
fcis-15815	268	10	experiments	experiment	NOUN
fcis-15815	268	11	to	to	PART
fcis-15815	268	12	prove	prove	VERB
fcis-15815	268	13	the	the	DET
fcis-15815	268	14	robustness	robustness	NOUN
fcis-15815	268	15	and	and	CCONJ
fcis-15815	268	16	stability	stability	NOUN
fcis-15815	268	17	of	of	ADP
fcis-15815	268	18	the	the	DET
fcis-15815	268	19	system	system	NOUN
fcis-15815	268	20	to	to	PART
fcis-15815	268	21	prove	prove	VERB
fcis-15815	268	22	that	that	SCONJ
fcis-15815	268	23	it	it	PRON
fcis-15815	268	24	can	can	AUX
fcis-15815	268	25	be	be	AUX
fcis-15815	268	26	applied	apply	VERB
fcis-15815	268	27	to	to	ADP
fcis-15815	268	28	more	more	ADV
fcis-15815	268	29	complex	complex	ADJ
fcis-15815	268	30	and	and	CCONJ
fcis-15815	268	31	wider	wide	ADJ
fcis-15815	268	32	scenarios	scenario	NOUN
fcis-15815	268	33	.	.	PUNCT
fcis-15815	269	1	references	reference	NOUN
fcis-15815	269	2	[	[	X
fcis-15815	269	3	1	1	X
fcis-15815	269	4	]	]	PUNCT
fcis-15815	269	5	s.	s.	PROPN
fcis-15815	269	6	jana	jana	PROPN
fcis-15815	269	7	and	and	CCONJ
fcis-15815	269	8	s.	s.	PROPN
fcis-15815	269	9	k.	k.	PROPN
fcis-15815	269	10	kasera	kasera	PROPN
fcis-15815	269	11	,	,	PUNCT
fcis-15815	269	12	“	"	PUNCT
fcis-15815	269	13	on	on	ADP
fcis-15815	269	14	fast	fast	ADJ
fcis-15815	269	15	and	and	CCONJ
fcis-15815	269	16	accurate	accurate	ADJ
fcis-15815	269	17	detection	detection	NOUN
fcis-15815	269	18	of	of	ADP
fcis-15815	269	19	unauthorized	unauthorized	ADJ
fcis-15815	269	20	wireless	wireless	ADJ
fcis-15815	269	21	access	access	NOUN
fcis-15815	269	22	points	point	NOUN
fcis-15815	269	23	using	use	VERB
fcis-15815	269	24	clock	clock	NOUN
fcis-15815	269	25	skews	skew	NOUN
fcis-15815	269	26	.	.	PUNCT
fcis-15815	269	27	”	"	PUNCT
fcis-15815	269	28	in	in	ADP
fcis-15815	269	29	proc	proc	NOUN
fcis-15815	269	30	.	.	PUNCT
fcis-15815	270	1	of	of	ADP
fcis-15815	270	2	the	the	DET
fcis-15815	270	3	14th	14th	ADJ
fcis-15815	270	4	acm	acm	PROPN
fcis-15815	270	5	international	international	ADJ
fcis-15815	270	6	conference	conference	NOUN
fcis-15815	270	7	on	on	ADP
fcis-15815	270	8	mobile	mobile	ADJ
fcis-15815	270	9	computing	computing	NOUN
fcis-15815	270	10	and	and	CCONJ
fcis-15815	270	11	networking	network	VERB
fcis-15815	270	12	(	(	PUNCT
fcis-15815	270	13	mobicom’08	mobicom’08	PROPN
fcis-15815	270	14	)	)	PUNCT
fcis-15815	270	15	,	,	PUNCT
fcis-15815	270	16	2008	2008	NUM
fcis-15815	270	17	,	,	PUNCT
fcis-15815	270	18	pp	pp	ADJ
fcis-15815	270	19	.	.	PUNCT
fcis-15815	271	1	104–115	104–115	NUM
fcis-15815	271	2	.	.	PUNCT
fcis-15815	272	1	[	[	X
fcis-15815	272	2	2	2	NUM
fcis-15815	272	3	]	]	PUNCT
fcis-15815	272	4	k.	k.	PROPN
fcis-15815	272	5	gao	gao	PROPN
fcis-15815	272	6	,	,	PUNCT
fcis-15815	272	7	c.	c.	PROPN
fcis-15815	272	8	corbett	corbett	PROPN
fcis-15815	272	9	,	,	PUNCT
fcis-15815	272	10	and	and	CCONJ
fcis-15815	272	11	r.	r.	PROPN
fcis-15815	272	12	beyah	beyah	PROPN
fcis-15815	272	13	,	,	PUNCT
fcis-15815	272	14	“	"	PUNCT
fcis-15815	272	15	a	a	DET
fcis-15815	272	16	passive	passive	ADJ
fcis-15815	272	17	approach	approach	NOUN
fcis-15815	272	18	to	to	ADP
fcis-15815	272	19	wireless	wireless	ADJ
fcis-15815	272	20	device	device	NOUN
fcis-15815	272	21	fingerprinting	fingerprint	VERB
fcis-15815	272	22	,	,	PUNCT
fcis-15815	272	23	”	"	PUNCT
fcis-15815	272	24	in	in	ADP
fcis-15815	272	25	2010	2010	NUM
fcis-15815	272	26	ieee	ieee	NOUN
fcis-15815	272	27	/	/	SYM
fcis-15815	272	28	ifip	ifip	PROPN
fcis-15815	272	29	international	international	ADJ
fcis-15815	272	30	conference	conference	NOUN
fcis-15815	272	31	on	on	ADP
fcis-15815	272	32	dependable	dependable	ADJ
fcis-15815	272	33	systems	system	NOUN
fcis-15815	272	34	networks	network	NOUN
fcis-15815	272	35	(	(	PUNCT
fcis-15815	272	36	dsn	dsn	PROPN
fcis-15815	272	37	)	)	PUNCT
fcis-15815	272	38	,	,	PUNCT
fcis-15815	272	39	june	june	PROPN
fcis-15815	272	40	2010	2010	NUM
fcis-15815	272	41	,	,	PUNCT
fcis-15815	272	42	pp	pp	X
fcis-15815	272	43	.	.	PUNCT
fcis-15815	273	1	383–392	383–392	NUM
fcis-15815	273	2	.	.	PUNCT
fcis-15815	274	1	[	[	X
fcis-15815	274	2	3	3	NUM
fcis-15815	274	3	]	]	X
fcis-15815	274	4	c.	c.	PROPN
fcis-15815	274	5	l.	l.	PROPN
fcis-15815	274	6	corbett	corbett	PROPN
fcis-15815	274	7	,	,	PUNCT
fcis-15815	274	8	r.	r.	PROPN
fcis-15815	274	9	a.	a.	PROPN
fcis-15815	274	10	beyah	beyah	PROPN
fcis-15815	274	11	,	,	PUNCT
fcis-15815	274	12	and	and	CCONJ
fcis-15815	274	13	j.	j.	PROPN
fcis-15815	274	14	a.	a.	PROPN
fcis-15815	274	15	copeland	copeland	PROPN
fcis-15815	274	16	,	,	PUNCT
fcis-15815	274	17	“	"	PUNCT
fcis-15815	274	18	passive	passive	ADJ
fcis-15815	274	19	classification	classification	NOUN
fcis-15815	274	20	of	of	ADP
fcis-15815	274	21	wireless	wireless	ADJ
fcis-15815	274	22	nics	nic	NOUN
fcis-15815	274	23	during	during	ADP
fcis-15815	274	24	active	active	ADJ
fcis-15815	274	25	scanning	scanning	NOUN
fcis-15815	274	26	,	,	PUNCT
fcis-15815	274	27	”	"	PUNCT
fcis-15815	274	28	international	international	ADJ
fcis-15815	274	29	journal	journal	NOUN
fcis-15815	274	30	of	of	ADP
fcis-15815	274	31	information	information	NOUN
fcis-15815	274	32	security	security	NOUN
fcis-15815	274	33	,	,	PUNCT
fcis-15815	274	34	vol	vol	NOUN
fcis-15815	274	35	.	.	PROPN
fcis-15815	274	36	7	7	NUM
fcis-15815	274	37	,	,	PUNCT
fcis-15815	274	38	no	no	INTJ
fcis-15815	274	39	.	.	NOUN
fcis-15815	274	40	5	5	NUM
fcis-15815	274	41	,	,	PUNCT
fcis-15815	274	42	pp	pp	ADJ
fcis-15815	274	43	.	.	PUNCT
fcis-15815	275	1	335–348	335–348	NUM
fcis-15815	275	2	,	,	PUNCT
fcis-15815	275	3	oct	oct	PROPN
fcis-15815	275	4	2008	2008	NUM
fcis-15815	275	5	.	.	PUNCT
fcis-15815	276	1	[	[	X
fcis-15815	276	2	4	4	X
fcis-15815	276	3	]	]	X
fcis-15815	276	4	j.	j.	PROPN
fcis-15815	276	5	hua	hua	PROPN
fcis-15815	276	6	,	,	PUNCT
fcis-15815	276	7	h.	h.	PROPN
fcis-15815	276	8	sun	sun	PROPN
fcis-15815	276	9	,	,	PUNCT
fcis-15815	276	10	z.	z.	PROPN
fcis-15815	276	11	shen	shen	PROPN
fcis-15815	276	12	,	,	PUNCT
fcis-15815	276	13	z.	z.	PROPN
fcis-15815	276	14	qian	qian	PROPN
fcis-15815	276	15	,	,	PUNCT
fcis-15815	276	16	and	and	CCONJ
fcis-15815	276	17	s.	s.	PROPN
fcis-15815	276	18	zhong	zhong	PROPN
fcis-15815	276	19	,	,	PUNCT
fcis-15815	276	20	“	"	PUNCT
fcis-15815	276	21	accurate	accurate	ADJ
fcis-15815	276	22	and	and	CCONJ
fcis-15815	276	23	efficient	efficient	ADJ
fcis-15815	276	24	wireless	wireless	ADJ
fcis-15815	276	25	device	device	NOUN
fcis-15815	276	26	fingerprinting	fingerprint	VERB
fcis-15815	276	27	using	use	VERB
fcis-15815	276	28	channel	channel	NOUN
fcis-15815	276	29	state	state	NOUN
fcis-15815	276	30	information	information	NOUN
fcis-15815	276	31	,	,	PUNCT
fcis-15815	276	32	”	"	PUNCT
fcis-15815	276	33	in	in	ADP
fcis-15815	276	34	ieeeinfocom	ieeeinfocom	PROPN
fcis-15815	276	35	2018	2018	NUM
fcis-15815	276	36	ieee	ieee	NOUN
fcis-15815	276	37	conference	conference	NOUN
fcis-15815	276	38	on	on	ADP
fcis-15815	276	39	computer	computer	NOUN
fcis-15815	276	40	communications	communication	NOUN
fcis-15815	276	41	,	,	PUNCT
fcis-15815	276	42	april	april	PROPN
fcis-15815	276	43	2018	2018	NUM
fcis-15815	276	44	,	,	PUNCT
fcis-15815	276	45	pp	pp	ADJ
fcis-15815	276	46	.	.	PUNCT
fcis-15815	277	1	1–9	1–9	NOUN
fcis-15815	277	2	.	.	PUNCT
fcis-15815	278	1	[	[	X
fcis-15815	278	2	5	5	NUM
fcis-15815	278	3	]	]	PUNCT
fcis-15815	278	4	boyao	boyao	NOUN
fcis-15815	278	5	y	y	PROPN
fcis-15815	278	6	u∗†	u∗†	PROPN
fcis-15815	278	7	,	,	PUNCT
fcis-15815	278	8	chao	chao	PROPN
fcis-15815	278	9	yang∗†	yang∗†	PROPN
fcis-15815	278	10	,	,	PUNCT
fcis-15815	278	11	and	and	CCONJ
fcis-15815	278	12	jianfeng	jianfeng	ADJ
fcis-15815	278	13	ma∗	ma∗	NOUN
fcis-15815	278	14	“	"	PUNCT
fcis-15815	278	15	continuous	continuous	ADJ
fcis-15815	278	16	authentication	authentication	NOUN
fcis-15815	278	17	for	for	ADP
fcis-15815	278	18	the	the	DET
fcis-15815	278	19	internet	internet	NOUN
fcis-15815	278	20	of	of	ADP
fcis-15815	278	21	things	thing	NOUN
fcis-15815	278	22	using	use	VERB
fcis-15815	278	23	channel	channel	NOUN
fcis-15815	278	24	state	state	NOUN
fcis-15815	278	25	information	information	NOUN
fcis-15815	278	26	”	"	PUNCT
fcis-15815	278	27	.	.	PUNCT
fcis-15815	279	1	[	[	X
fcis-15815	279	2	6	6	NUM
fcis-15815	279	3	]	]	PUNCT
fcis-15815	279	4	pengfei	pengfei	PROPN
fcis-15815	279	5	liu	liu	PROPN
fcis-15815	279	6	,	,	PUNCT
fcis-15815	279	7	panlong	panlong	PROPN
fcis-15815	279	8	yang	yang	PROPN
fcis-15815	279	9	,	,	PUNCT
fcis-15815	279	10	wen	wen	PROPN
fcis-15815	279	11	-	-	PROPN
fcis-15815	279	12	zhan	zhan	PROPN
fcis-15815	279	13	song	song	NOUN
fcis-15815	279	14	,	,	PUNCT
fcis-15815	279	15	y	y	PROPN
fcis-15815	279	16	ubo	ubo	PROPN
fcis-15815	279	17	yan	yan	PROPN
fcis-15815	279	18	,	,	PUNCT
fcis-15815	279	19	xiang	xiang	PROPN
fcis-15815	279	20	-	-	PROPN
fcis-15815	279	21	yang	yang	PROPN
fcis-15815	279	22	li	li	PROPN
fcis-15815	279	23	“	"	PUNCT
fcis-15815	279	24	real	real	ADJ
fcis-15815	279	25	-	-	PUNCT
fcis-15815	279	26	time	time	NOUN
fcis-15815	279	27	identification	identification	NOUN
fcis-15815	279	28	of	of	ADP
fcis-15815	279	29	rogue	rogue	ADJ
fcis-15815	279	30	wifi	wifi	NOUN
fcis-15815	279	31	connections	connection	NOUN
fcis-15815	279	32	using	use	VERB
fcis-15815	279	33	environment	environment	NOUN
fcis-15815	279	34	-	-	PUNCT
fcis-15815	279	35	independent	independent	ADJ
fcis-15815	279	36	physical	physical	ADJ
fcis-15815	279	37	features	feature	NOUN
fcis-15815	279	38	”	"	PUNCT
fcis-15815	279	39	.	.	PUNCT
fcis-15815	280	1	[	[	X
fcis-15815	280	2	7	7	X
fcis-15815	280	3	]	]	PUNCT
fcis-15815	280	4	k.	k.	PROPN
fcis-15815	280	5	gao	gao	PROPN
fcis-15815	280	6	,	,	PUNCT
fcis-15815	280	7	c.	c.	PROPN
fcis-15815	280	8	corbett	corbett	PROPN
fcis-15815	280	9	,	,	PUNCT
fcis-15815	280	10	and	and	CCONJ
fcis-15815	280	11	r.	r.	PROPN
fcis-15815	280	12	beyah	beyah	PROPN
fcis-15815	280	13	,	,	PUNCT
fcis-15815	280	14	“	"	PUNCT
fcis-15815	280	15	a	a	DET
fcis-15815	280	16	passive	passive	ADJ
fcis-15815	280	17	approach	approach	NOUN
fcis-15815	280	18	to	to	ADP
fcis-15815	280	19	wireless	wireless	ADJ
fcis-15815	280	20	device	device	NOUN
fcis-15815	280	21	fingerprinting	fingerprint	VERB
fcis-15815	280	22	,	,	PUNCT
fcis-15815	280	23	”	"	PUNCT
fcis-15815	280	24	in	in	ADP
fcis-15815	280	25	2010	2010	NUM
fcis-15815	280	26	ieee	ieee	NOUN
fcis-15815	280	27	/	/	SYM
fcis-15815	280	28	ifip	ifip	PROPN
fcis-15815	280	29	international	international	ADJ
fcis-15815	280	30	conference	conference	NOUN
fcis-15815	280	31	on	on	ADP
fcis-15815	280	32	dependable	dependable	ADJ
fcis-15815	280	33	systems	system	NOUN
fcis-15815	280	34	&	&	CCONJ
fcis-15815	280	35	networks	network	NOUN
fcis-15815	280	36	(	(	PUNCT
fcis-15815	280	37	dsn	dsn	PROPN
fcis-15815	280	38	)	)	PUNCT
fcis-15815	280	39	.	.	PUNCT
fcis-15815	281	1	ieee	ieee	PROPN
fcis-15815	281	2	,	,	PUNCT
fcis-15815	281	3	2010	2010	NUM
fcis-15815	281	4	,	,	PUNCT
fcis-15815	281	5	pp	pp	ADJ
fcis-15815	281	6	.	.	PUNCT
fcis-15815	282	1	383–392	383–392	NUM
fcis-15815	282	2	.	.	PUNCT
fcis-15815	283	1	[	[	X
fcis-15815	283	2	8	8	NUM
fcis-15815	283	3	]	]	SYM
fcis-15815	283	4	v	v	NOUN
fcis-15815	283	5	.	.	PUNCT
fcis-15815	284	1	brik	brik	PROPN
fcis-15815	284	2	,	,	PUNCT
fcis-15815	284	3	s.	s.	PROPN
fcis-15815	284	4	banerjee	banerjee	PROPN
fcis-15815	284	5	,	,	PUNCT
fcis-15815	284	6	m.	m.	NOUN
fcis-15815	284	7	gruteser	gruteser	NOUN
fcis-15815	284	8	,	,	PUNCT
fcis-15815	284	9	and	and	CCONJ
fcis-15815	284	10	s.	s.	PROPN
fcis-15815	284	11	oh	oh	INTJ
fcis-15815	284	12	,	,	PUNCT
fcis-15815	284	13	“	"	PUNCT
fcis-15815	284	14	wireless	wireless	ADJ
fcis-15815	284	15	device	device	NOUN
fcis-15815	284	16	identification	identification	NOUN
fcis-15815	284	17	with	with	ADP
fcis-15815	284	18	radiometric	radiometric	ADJ
fcis-15815	284	19	signatures	signature	NOUN
fcis-15815	284	20	,	,	PUNCT
fcis-15815	284	21	”	"	PUNCT
fcis-15815	284	22	in	in	ADP
fcis-15815	284	23	proc	proc	NOUN
fcis-15815	284	24	.	.	PUNCT
fcis-15815	285	1	of	of	ADP
fcis-15815	285	2	the	the	DET
fcis-15815	285	3	14th	14th	ADJ
fcis-15815	285	4	acm	acm	PROPN
fcis-15815	285	5	international	international	ADJ
fcis-15815	285	6	conference	conference	NOUN
fcis-15815	285	7	on	on	ADP
fcis-15815	285	8	mobile	mobile	ADJ
fcis-15815	285	9	computing	computing	NOUN
fcis-15815	285	10	and	and	CCONJ
fcis-15815	285	11	networking	network	VERB
fcis-15815	285	12	(	(	PUNCT
fcis-15815	285	13	mobicom’08	mobicom’08	PROPN
fcis-15815	285	14	)	)	PUNCT
fcis-15815	285	15	,	,	PUNCT
fcis-15815	285	16	2008	2008	NUM
fcis-15815	285	17	,	,	PUNCT
fcis-15815	285	18	pp	pp	ADJ
fcis-15815	285	19	.	.	PUNCT
fcis-15815	286	1	116–127	116–127	NUM
fcis-15815	286	2	.	.	PUNCT
fcis-15815	287	1	[	[	X
fcis-15815	287	2	9	9	NUM
fcis-15815	287	3	]	]	PUNCT
fcis-15815	287	4	z.	z.	PROPN
fcis-15815	287	5	jiang	jiang	PROPN
fcis-15815	287	6	,	,	PUNCT
fcis-15815	287	7	j.	j.	PROPN
fcis-15815	287	8	zhao	zhao	PROPN
fcis-15815	287	9	,	,	PUNCT
fcis-15815	287	10	x.	x.	NOUN
fcis-15815	287	11	y	y	PROPN
fcis-15815	287	12	.	.	PUNCT
fcis-15815	288	1	li	li	PROPN
fcis-15815	288	2	,	,	PUNCT
fcis-15815	288	3	j.	j.	PROPN
fcis-15815	288	4	han	han	PROPN
fcis-15815	288	5	,	,	PUNCT
fcis-15815	288	6	and	and	CCONJ
fcis-15815	288	7	w.	w.	PROPN
fcis-15815	288	8	xi	xi	PROPN
fcis-15815	288	9	,	,	PUNCT
fcis-15815	288	10	“	"	PUNCT
fcis-15815	288	11	rejecting	reject	VERB
fcis-15815	288	12	the	the	DET
fcis-15815	288	13	attack	attack	NOUN
fcis-15815	288	14	:	:	PUNCT
fcis-15815	288	15	source	source	NOUN
fcis-15815	288	16	authentication	authentication	NOUN
fcis-15815	288	17	for	for	ADP
fcis-15815	288	18	wi	wi	PROPN
fcis-15815	288	19	-	-	PUNCT
fcis-15815	288	20	fi	fi	NOUN
fcis-15815	288	21	management	management	NOUN
fcis-15815	288	22	frames	frame	NOUN
fcis-15815	288	23	using	use	VERB
fcis-15815	288	24	csi	csi	ADJ
fcis-15815	288	25	information	information	NOUN
fcis-15815	288	26	,	,	PUNCT
fcis-15815	288	27	”	"	PUNCT
fcis-15815	288	28	in	in	ADP
fcis-15815	288	29	2013	2013	NUM
fcis-15815	288	30	proceedings	proceeding	NOUN
fcis-15815	288	31	ieee	ieee	PROPN
fcis-15815	288	32	infocom	infocom	PROPN
fcis-15815	288	33	,	,	PUNCT
fcis-15815	288	34	april	april	PROPN
fcis-15815	288	35	2013	2013	NUM
fcis-15815	288	36	,	,	PUNCT
fcis-15815	288	37	pp.2544–2552	pp.2544–2552	NOUN
fcis-15815	288	38	.	.	PUNCT
fcis-15815	289	1	[	[	X
fcis-15815	289	2	10	10	NUM
fcis-15815	289	3	]	]	PUNCT
fcis-15815	289	4	z.	z.	PROPN
fcis-15815	289	5	li	li	PROPN
fcis-15815	289	6	,	,	PUNCT
fcis-15815	289	7	w.	w.	PROPN
fcis-15815	289	8	xu	xu	PROPN
fcis-15815	289	9	,	,	PUNCT
fcis-15815	289	10	r.	r.	PROPN
fcis-15815	289	11	miller	miller	PROPN
fcis-15815	289	12	,	,	PUNCT
fcis-15815	289	13	and	and	CCONJ
fcis-15815	289	14	w.	w.	PROPN
fcis-15815	289	15	trappe	trappe	PROPN
fcis-15815	289	16	,	,	PUNCT
fcis-15815	289	17	“	"	PUNCT
fcis-15815	289	18	securing	secure	VERB
fcis-15815	289	19	wireless	wireless	ADJ
fcis-15815	289	20	systems	system	NOUN
fcis-15815	289	21	via	via	ADP
fcis-15815	289	22	lower	low	ADJ
fcis-15815	289	23	layer	layer	NOUN
fcis-15815	289	24	enforcements	enforcement	NOUN
fcis-15815	289	25	,	,	PUNCT
fcis-15815	289	26	”	"	PUNCT
fcis-15815	289	27	in	in	ADP
fcis-15815	289	28	proceedings	proceeding	NOUN
fcis-15815	289	29	of	of	ADP
fcis-15815	289	30	the	the	DET
fcis-15815	289	31	5th	5th	ADJ
fcis-15815	289	32	acm	acm	NOUN
fcis-15815	289	33	workshop	workshop	NOUN
fcis-15815	289	34	on	on	ADP
fcis-15815	289	35	wireless	wireless	ADJ
fcis-15815	289	36	security	security	NOUN
fcis-15815	289	37	,	,	PUNCT
fcis-15815	289	38	ser	ser	NOUN
fcis-15815	289	39	.	.	PUNCT
fcis-15815	289	40	wise	wise	ADJ
fcis-15815	289	41	’	'	PUNCT
fcis-15815	289	42	06	06	NUM
fcis-15815	289	43	.	.	PUNCT
fcis-15815	290	1	new	new	PROPN
fcis-15815	290	2	y	y	PROPN
fcis-15815	290	3	ork	ork	PROPN
fcis-15815	290	4	,	,	PUNCT
fcis-15815	290	5	ny	ny	PROPN
fcis-15815	290	6	,	,	PUNCT
fcis-15815	290	7	usa	usa	PROPN
fcis-15815	290	8	:	:	PUNCT
fcis-15815	290	9	acm	acm	PROPN
fcis-15815	290	10	,	,	PUNCT
fcis-15815	290	11	2006	2006	NUM
fcis-15815	290	12	,	,	PUNCT
fcis-15815	290	13	pp	pp	ADV
fcis-15815	290	14	.	.	PUNCT
fcis-15815	291	1	33–42	33–42	NUM
fcis-15815	291	2	.	.	PUNCT
fcis-15815	292	1	[	[	X
fcis-15815	292	2	online	online	X
fcis-15815	292	3	]	]	X
fcis-15815	292	4	.	.	PUNCT
fcis-15815	293	1	available	available	ADJ
fcis-15815	293	2	:	:	PUNCT
fcis-15815	294	1	http://doi.acm.org/10.1145/1161289.1161297	http://doi.acm.org/10.1145/1161289.1161297	X
fcis-15815	295	1	[	[	X
fcis-15815	295	2	11	11	NUM
fcis-15815	295	3	]	]	PUNCT
fcis-15815	295	4	m.	m.	NOUN
fcis-15815	295	5	young	young	PROPN
fcis-15815	295	6	,	,	PUNCT
fcis-15815	295	7	the	the	DET
fcis-15815	295	8	techincal	techincal	ADJ
fcis-15815	295	9	writers	writer	NOUN
fcis-15815	295	10	handbook	handbook	NOUN
fcis-15815	295	11	.	.	PUNCT
fcis-15815	296	1	mill	mill	NOUN
fcis-15815	296	2	valley	valley	PROPN
fcis-15815	296	3	,	,	PUNCT
fcis-15815	296	4	ca	ca	PROPN
fcis-15815	296	5	:	:	PUNCT
fcis-15815	296	6	university	university	NOUN
fcis-15815	296	7	science	science	NOUN
fcis-15815	296	8	,	,	PUNCT
fcis-15815	296	9	1989	1989	NUM
fcis-15815	296	10	.	.	PUNCT
fcis-15815	297	1	[	[	X
fcis-15815	297	2	12	12	NUM
fcis-15815	297	3	]	]	PUNCT
fcis-15815	297	4	j.	j.	PROPN
fcis-15815	297	5	u.	u.	PROPN
fcis-15815	297	6	duncombe	duncombe	PROPN
fcis-15815	297	7	,	,	PUNCT
fcis-15815	297	8	“	"	PUNCT
fcis-15815	297	9	infrared	infrared	ADJ
fcis-15815	297	10	navigation	navigation	NOUN
fcis-15815	297	11	—	—	PUNCT
fcis-15815	297	12	part	part	NOUN
fcis-15815	297	13	i	i	NOUN
fcis-15815	297	14	:	:	PUNCT
fcis-15815	297	15	an	an	DET
fcis-15815	297	16	assessment	assessment	NOUN
fcis-15815	297	17	of	of	ADP
fcis-15815	297	18	feasibility	feasibility	NOUN
fcis-15815	297	19	(	(	PUNCT
fcis-15815	297	20	periodical	periodical	ADJ
fcis-15815	297	21	style	style	NOUN
fcis-15815	297	22	)	)	PUNCT
fcis-15815	297	23	,	,	PUNCT
fcis-15815	297	24	”	"	PUNCT
fcis-15815	297	25	ieee	ieee	NOUN
fcis-15815	297	26	trans	trans	PROPN
fcis-15815	297	27	.	.	PROPN
fcis-15815	298	1	electron	electron	PROPN
fcis-15815	298	2	devices	device	NOUN
fcis-15815	298	3	,	,	PUNCT
fcis-15815	298	4	vol	vol	NOUN
fcis-15815	298	5	.	.	PUNCT
fcis-15815	299	1	ed-11	ed-11	ADV
fcis-15815	299	2	,	,	PUNCT
fcis-15815	299	3	pp	pp	ADJ
fcis-15815	299	4	.	.	PUNCT
fcis-15815	300	1	34–39	34–39	NUM
fcis-15815	300	2	,	,	PUNCT
fcis-15815	300	3	jan	jan	PROPN
fcis-15815	300	4	.	.	PROPN
fcis-15815	300	5	1959	1959	NUM
fcis-15815	300	6	.	.	PUNCT
fcis-15815	301	1	[	[	X
fcis-15815	301	2	13	13	NUM
fcis-15815	301	3	]	]	PUNCT
fcis-15815	301	4	s.	s.	PROPN
fcis-15815	301	5	chen	chen	PROPN
fcis-15815	301	6	,	,	PUNCT
fcis-15815	301	7	b.	b.	PROPN
fcis-15815	301	8	mulgrew	mulgrew	PROPN
fcis-15815	301	9	,	,	PUNCT
fcis-15815	301	10	and	and	CCONJ
fcis-15815	301	11	p.	p.	NOUN
fcis-15815	301	12	m.	m.	NOUN
fcis-15815	301	13	grant	grant	PROPN
fcis-15815	301	14	,	,	PUNCT
fcis-15815	301	15	“	"	PUNCT
fcis-15815	301	16	a	a	DET
fcis-15815	301	17	clustering	clustering	ADJ
fcis-15815	301	18	technique	technique	NOUN
fcis-15815	301	19	for	for	ADP
fcis-15815	301	20	digital	digital	ADJ
fcis-15815	301	21	communications	communication	NOUN
fcis-15815	301	22	channel	channel	NOUN
fcis-15815	301	23	equalization	equalization	NOUN
fcis-15815	301	24	using	use	VERB
fcis-15815	301	25	radial	radial	ADJ
fcis-15815	301	26	basis	basis	NOUN
fcis-15815	301	27	function	function	NOUN
fcis-15815	301	28	networks	network	NOUN
fcis-15815	301	29	,	,	PUNCT
fcis-15815	301	30	”	"	PUNCT
fcis-15815	301	31	ieee	ieee	NOUN
fcis-15815	301	32	trans	tran	NOUN
fcis-15815	301	33	.	.	PUNCT
fcis-15815	301	34	neural	neural	ADJ
fcis-15815	301	35	networks	network	NOUN
fcis-15815	301	36	,	,	PUNCT
fcis-15815	301	37	vol	vol	NOUN
fcis-15815	301	38	.	.	PROPN
fcis-15815	301	39	4	4	NUM
fcis-15815	301	40	,	,	PUNCT
fcis-15815	301	41	pp	pp	ADJ
fcis-15815	301	42	.	.	PUNCT
fcis-15815	302	1	570–578	570–578	NUM
fcis-15815	302	2	,	,	PUNCT
fcis-15815	302	3	jul	jul	PROPN
fcis-15815	302	4	.	.	PROPN
fcis-15815	302	5	1993	1993	NUM
fcis-15815	302	6	.	.	PUNCT
fcis-15815	303	1	[	[	X
fcis-15815	303	2	14	14	NUM
fcis-15815	303	3	]	]	X
fcis-15815	303	4	r.	r.	PROPN
fcis-15815	303	5	w.	w.	PROPN
fcis-15815	303	6	lucky	lucky	PROPN
fcis-15815	303	7	,	,	PUNCT
fcis-15815	303	8	“	"	PUNCT
fcis-15815	303	9	automatic	automatic	ADJ
fcis-15815	303	10	equalization	equalization	NOUN
fcis-15815	303	11	for	for	ADP
fcis-15815	303	12	digital	digital	ADJ
fcis-15815	303	13	communication	communication	NOUN
fcis-15815	303	14	,	,	PUNCT
fcis-15815	303	15	”	"	PUNCT
fcis-15815	303	16	bell	bell	NOUN
fcis-15815	303	17	syst	syst	NOUN
fcis-15815	303	18	.	.	PUNCT
fcis-15815	304	1	tech	tech	PROPN
fcis-15815	304	2	.	.	PUNCT
fcis-15815	305	1	j.	j.	PROPN
fcis-15815	305	2	,	,	PUNCT
fcis-15815	305	3	vol	vol	NOUN
fcis-15815	305	4	.	.	PROPN
fcis-15815	305	5	44	44	NUM
fcis-15815	305	6	,	,	PUNCT
fcis-15815	305	7	no	no	INTJ
fcis-15815	305	8	.	.	NOUN
fcis-15815	305	9	4	4	NUM
fcis-15815	305	10	,	,	PUNCT
fcis-15815	305	11	pp	pp	ADJ
fcis-15815	305	12	.	.	PUNCT
fcis-15815	305	13	547	547	NUM
fcis-15815	305	14	–	–	PUNCT
fcis-15815	305	15	588	588	NUM
fcis-15815	305	16	,	,	PUNCT
fcis-15815	305	17	apr	apr	NOUN
fcis-15815	305	18	.	.	PUNCT
fcis-15815	305	19	1965	1965	NUM
fcis-15815	305	20	.	.	PUNCT
fcis-15815	306	1	[	[	X
fcis-15815	306	2	15	15	NUM
fcis-15815	306	3	]	]	X
fcis-15815	306	4	s.	s.	PROPN
fcis-15815	306	5	p.	p.	PROPN
fcis-15815	306	6	bingulac	bingulac	PROPN
fcis-15815	306	7	,	,	PUNCT
fcis-15815	306	8	“	"	PUNCT
fcis-15815	306	9	on	on	ADP
fcis-15815	306	10	the	the	DET
fcis-15815	306	11	compatibility	compatibility	NOUN
fcis-15815	306	12	of	of	ADP
fcis-15815	306	13	adaptive	adaptive	ADJ
fcis-15815	306	14	controllers	controller	NOUN
fcis-15815	306	15	(	(	PUNCT
fcis-15815	306	16	published	publish	VERB
fcis-15815	306	17	conference	conference	NOUN
fcis-15815	306	18	proceedings	proceeding	NOUN
fcis-15815	306	19	style	style	NOUN
fcis-15815	306	20	)	)	PUNCT
fcis-15815	306	21	,	,	PUNCT
fcis-15815	306	22	”	"	PUNCT
fcis-15815	306	23	in	in	ADP
fcis-15815	306	24	proc	proc	NOUN
fcis-15815	306	25	.	.	PUNCT
fcis-15815	307	1	4th	4th	ADJ
fcis-15815	307	2	annu	annu	PROPN
fcis-15815	307	3	.	.	PUNCT
fcis-15815	307	4	allerton	allerton	PROPN
fcis-15815	307	5	conf	conf	PROPN
fcis-15815	307	6	.	.	PUNCT
fcis-15815	307	7	circuits	circuit	NOUN
fcis-15815	307	8	and	and	CCONJ
fcis-15815	307	9	systems	system	NOUN
fcis-15815	307	10	theory	theory	NOUN
fcis-15815	307	11	,	,	PUNCT
fcis-15815	307	12	new	new	PROPN
fcis-15815	307	13	york	york	PROPN
fcis-15815	307	14	,	,	PUNCT
fcis-15815	307	15	1994	1994	NUM
fcis-15815	307	16	,	,	PUNCT
fcis-15815	307	17	pp	pp	PROPN
fcis-15815	307	18	.	.	PUNCT
fcis-15815	308	1	8–16	8–16	PROPN
fcis-15815	308	2	.	.	PUNCT
fcis-15815	309	1	[	[	X
fcis-15815	309	2	16	16	NUM
fcis-15815	309	3	]	]	X
fcis-15815	309	4	g.	g.	PROPN
fcis-15815	309	5	r.	r.	PROPN
fcis-15815	309	6	faulhaber	faulhaber	PROPN
fcis-15815	309	7	,	,	PUNCT
fcis-15815	309	8	“	"	PUNCT
fcis-15815	309	9	design	design	NOUN
fcis-15815	309	10	of	of	ADP
fcis-15815	309	11	service	service	NOUN
fcis-15815	309	12	systems	system	NOUN
fcis-15815	309	13	with	with	ADP
fcis-15815	309	14	priority	priority	NOUN
fcis-15815	309	15	reservation	reservation	NOUN
fcis-15815	309	16	,	,	PUNCT
fcis-15815	309	17	”	"	PUNCT
fcis-15815	309	18	in	in	ADP
fcis-15815	309	19	conf	conf	NOUN
fcis-15815	309	20	.	.	PUNCT
fcis-15815	309	21	rec	rec	PROPN
fcis-15815	309	22	.	.	PROPN
fcis-15815	309	23	1995	1995	NUM
fcis-15815	309	24	ieee	ieee	PROPN
fcis-15815	309	25	int	int	NOUN
fcis-15815	309	26	.	.	PUNCT
fcis-15815	309	27	conf	conf	PROPN
fcis-15815	309	28	.	.	PUNCT
fcis-15815	310	1	communications	communication	NOUN
fcis-15815	310	2	,	,	PUNCT
fcis-15815	310	3	pp	pp	ADJ
fcis-15815	310	4	.	.	PUNCT
fcis-15815	311	1	3–8	3–8	X
fcis-15815	311	2	.	.	PUNCT
fcis-15815	312	1	[	[	X
fcis-15815	312	2	17	17	NUM
fcis-15815	312	3	]	]	PUNCT
fcis-15815	312	4	j.	j.	PROPN
fcis-15815	312	5	g.	g.	PROPN
fcis-15815	312	6	kreifeldt	kreifeldt	PROPN
fcis-15815	312	7	,	,	PUNCT
fcis-15815	312	8	“	"	PUNCT
fcis-15815	312	9	an	an	DET
fcis-15815	312	10	analysis	analysis	NOUN
fcis-15815	312	11	of	of	ADP
fcis-15815	312	12	surface	surface	NOUN
fcis-15815	312	13	-	-	PUNCT
fcis-15815	312	14	detected	detect	VERB
fcis-15815	312	15	emg	emg	NOUN
fcis-15815	312	16	as	as	ADP
fcis-15815	312	17	an	an	DET
fcis-15815	312	18	amplitude	amplitude	NOUN
fcis-15815	312	19	-	-	PUNCT
fcis-15815	312	20	modulated	modulate	VERB
fcis-15815	312	21	noise	noise	NOUN
fcis-15815	312	22	,	,	PUNCT
fcis-15815	312	23	”	"	PUNCT
fcis-15815	312	24	presented	present	VERB
fcis-15815	312	25	at	at	ADP
fcis-15815	312	26	the	the	DET
fcis-15815	312	27	1989	1989	NUM
fcis-15815	312	28	int	int	NOUN
fcis-15815	312	29	.	.	PUNCT
fcis-15815	313	1	conf	conf	PROPN
fcis-15815	313	2	.	.	PUNCT
fcis-15815	314	1	medicine	medicine	NOUN
fcis-15815	314	2	and	and	CCONJ
fcis-15815	314	3	biological	biological	ADJ
fcis-15815	314	4	engineering	engineering	NOUN
fcis-15815	314	5	,	,	PUNCT
fcis-15815	314	6	chicago	chicago	PROPN
fcis-15815	314	7	,	,	PUNCT
fcis-15815	314	8	il	il	PROPN
fcis-15815	314	9	.	.	PUNCT
fcis-15815	315	1	[	[	X
fcis-15815	315	2	18	18	NUM
fcis-15815	315	3	]	]	X
fcis-15815	315	4	j.	j.	PROPN
fcis-15815	315	5	williams	williams	PROPN
fcis-15815	315	6	,	,	PUNCT
fcis-15815	315	7	“	"	PUNCT
fcis-15815	315	8	narrow	narrow	ADJ
fcis-15815	315	9	-	-	PUNCT
fcis-15815	315	10	band	band	NOUN
fcis-15815	315	11	analyzer	analyzer	NOUN
fcis-15815	315	12	(	(	PUNCT
fcis-15815	315	13	thesis	thesis	NOUN
fcis-15815	315	14	or	or	CCONJ
fcis-15815	315	15	dissertation	dissertation	NOUN
fcis-15815	315	16	style	style	NOUN
fcis-15815	315	17	)	)	PUNCT
fcis-15815	315	18	,	,	PUNCT
fcis-15815	315	19	”	"	PUNCT
fcis-15815	315	20	ph.d	ph.d	PROPN
fcis-15815	315	21	.	.	PUNCT
fcis-15815	316	1	dissertation	dissertation	NOUN
fcis-15815	316	2	,	,	PUNCT
fcis-15815	316	3	dept	dept	NOUN
fcis-15815	316	4	.	.	PUNCT
fcis-15815	316	5	elect	elect	PROPN
fcis-15815	316	6	.	.	PUNCT
fcis-15815	317	1	eng	eng	PROPN
fcis-15815	317	2	.	.	PROPN
fcis-15815	317	3	,	,	PUNCT
fcis-15815	317	4	harvard	harvard	PROPN
fcis-15815	317	5	univ	univ	PROPN
fcis-15815	317	6	.	.	PROPN
fcis-15815	317	7	,	,	PUNCT
fcis-15815	317	8	cambridge	cambridge	PROPN
fcis-15815	317	9	,	,	PUNCT
fcis-15815	317	10	ma	ma	PROPN
fcis-15815	317	11	,	,	PUNCT
fcis-15815	317	12	1993	1993	NUM
fcis-15815	317	13	.	.	PUNCT
fcis-15815	318	1	[	[	X
fcis-15815	318	2	19	19	NUM
fcis-15815	318	3	]	]	X
fcis-15815	318	4	n.	n.	PROPN
fcis-15815	318	5	kawasaki	kawasaki	PROPN
fcis-15815	318	6	,	,	PUNCT
fcis-15815	318	7	“	"	PUNCT
fcis-15815	318	8	parametric	parametric	ADJ
fcis-15815	318	9	study	study	NOUN
fcis-15815	318	10	of	of	ADP
fcis-15815	318	11	thermal	thermal	ADJ
fcis-15815	318	12	and	and	CCONJ
fcis-15815	318	13	chemical	chemical	NOUN
fcis-15815	318	14	nonequilibrium	nonequilibrium	NOUN
fcis-15815	318	15	nozzle	nozzle	NOUN
fcis-15815	318	16	flow	flow	NOUN
fcis-15815	318	17	,	,	PUNCT
fcis-15815	318	18	”	"	PUNCT
fcis-15815	318	19	m.s	m.s	PROPN
fcis-15815	318	20	.	.	PROPN
fcis-15815	318	21	thesis	thesis	PROPN
fcis-15815	318	22	,	,	PUNCT
fcis-15815	318	23	dept	dept	NOUN
fcis-15815	318	24	.	.	PROPN
fcis-15815	318	25	electron	electron	PROPN
fcis-15815	318	26	.	.	PUNCT
fcis-15815	319	1	eng	eng	PROPN
fcis-15815	319	2	.	.	PROPN
fcis-15815	319	3	,	,	PUNCT
fcis-15815	320	1	o.	o.	INTJ
fcis-15815	320	2	(	(	PUNCT
fcis-15815	320	3	b	b	X
fcis-15815	320	4	)	)	PUNCT
fcis-15815	320	5	rpe	rpe	PROPN
fcis-15815	320	6	of	of	ADP
fcis-15815	320	7	four	four	NUM
fcis-15815	320	8	deviceremain	deviceremain	ADV
fcis-15815	320	9	invariant	invariant	ADJ
fcis-15815	320	10	across	across	ADP
fcis-15815	320	11	the	the	DET
fcis-15815	320	12	24	24	NUM
fcis-15815	320	13	hours	hour	NOUN