id	sid	tid	token	lemma	pos
ajst-32535	1	1	20	20	NUM
ajst-32535	1	2	research	research	NOUN
ajst-32535	1	3	on	on	ADP
ajst-32535	1	4	vital	vital	ADJ
ajst-32535	1	5	signs	sign	NOUN
ajst-32535	1	6	monitoring	monitor	VERB
ajst-32535	1	7	technology	technology	NOUN
ajst-32535	1	8	based	base	VERB
ajst-32535	1	9	on	on	ADP
ajst-32535	1	10	wireless	wireless	ADJ
ajst-32535	1	11	sensing	sensing	NOUN
ajst-32535	1	12	taozhan	taozhan	ADP
ajst-32535	1	13	qiu	qiu	PROPN
ajst-32535	1	14	school	school	NOUN
ajst-32535	1	15	of	of	ADP
ajst-32535	1	16	electronic	electronic	ADJ
ajst-32535	1	17	information	information	NOUN
ajst-32535	1	18	engineering	engineering	NOUN
ajst-32535	1	19	,	,	PUNCT
ajst-32535	1	20	beijing	beijing	PROPN
ajst-32535	1	21	jiaotong	jiaotong	PROPN
ajst-32535	1	22	university	university	PROPN
ajst-32535	1	23	,	,	PUNCT
ajst-32535	1	24	beijing	beijing	PROPN
ajst-32535	1	25	,	,	PUNCT
ajst-32535	1	26	china	china	PROPN
ajst-32535	1	27	24211138@bjtu.edu.cn	24211138@bjtu.edu.cn	NUM
ajst-32535	1	28	abstract	abstract	NOUN
ajst-32535	1	29	.	.	PUNCT
ajst-32535	2	1	vital	vital	ADJ
ajst-32535	2	2	signs	sign	NOUN
ajst-32535	2	3	monitoring	monitor	VERB
ajst-32535	2	4	serves	serve	VERB
ajst-32535	2	5	as	as	ADP
ajst-32535	2	6	a	a	DET
ajst-32535	2	7	critical	critical	ADJ
ajst-32535	2	8	means	mean	NOUN
ajst-32535	2	9	of	of	ADP
ajst-32535	2	10	assessing	assess	VERB
ajst-32535	2	11	human	human	ADJ
ajst-32535	2	12	health	health	NOUN
ajst-32535	2	13	,	,	PUNCT
ajst-32535	2	14	yet	yet	CCONJ
ajst-32535	2	15	traditional	traditional	ADJ
ajst-32535	2	16	contact	contact	NOUN
ajst-32535	2	17	-	-	PUNCT
ajst-32535	2	18	based	base	VERB
ajst-32535	2	19	devices	device	NOUN
ajst-32535	2	20	suffer	suffer	VERB
ajst-32535	2	21	from	from	ADP
ajst-32535	2	22	issues	issue	NOUN
ajst-32535	2	23	such	such	ADJ
ajst-32535	2	24	as	as	ADP
ajst-32535	2	25	poor	poor	ADJ
ajst-32535	2	26	comfort	comfort	NOUN
ajst-32535	2	27	and	and	CCONJ
ajst-32535	2	28	potential	potential	ADJ
ajst-32535	2	29	allergenicity	allergenicity	NOUN
ajst-32535	2	30	.	.	PUNCT
ajst-32535	3	1	contactless	contactless	NOUN
ajst-32535	3	2	monitoring	monitoring	NOUN
ajst-32535	3	3	technology	technology	NOUN
ajst-32535	3	4	utilising	utilise	VERB
ajst-32535	3	5	wi	wi	PROPN
ajst-32535	3	6	-	-	PUNCT
ajst-32535	3	7	fi	fi	NOUN
ajst-32535	3	8	signals	signal	NOUN
ajst-32535	3	9	has	have	AUX
ajst-32535	3	10	emerged	emerge	VERB
ajst-32535	3	11	as	as	ADP
ajst-32535	3	12	a	a	DET
ajst-32535	3	13	significant	significant	ADJ
ajst-32535	3	14	avenue	avenue	NOUN
ajst-32535	3	15	for	for	ADP
ajst-32535	3	16	overcoming	overcome	VERB
ajst-32535	3	17	these	these	DET
ajst-32535	3	18	limitations	limitation	NOUN
ajst-32535	3	19	,	,	PUNCT
ajst-32535	3	20	owing	owe	VERB
ajst-32535	3	21	to	to	ADP
ajst-32535	3	22	its	its	PRON
ajst-32535	3	23	widespread	widespread	ADJ
ajst-32535	3	24	availability	availability	NOUN
ajst-32535	3	25	,	,	PUNCT
ajst-32535	3	26	penetration	penetration	NOUN
ajst-32535	3	27	capabilities	capability	NOUN
ajst-32535	3	28	,	,	PUNCT
ajst-32535	3	29	and	and	CCONJ
ajst-32535	3	30	lowcost	lowcost	PROPN
ajst-32535	3	31	advantages	advantage	NOUN
ajst-32535	3	32	.	.	PUNCT
ajst-32535	4	1	this	this	DET
ajst-32535	4	2	paper	paper	NOUN
ajst-32535	4	3	systematically	systematically	ADV
ajst-32535	4	4	investigates	investigate	VERB
ajst-32535	4	5	core	core	NOUN
ajst-32535	4	6	methodologies	methodology	NOUN
ajst-32535	4	7	,	,	PUNCT
ajst-32535	4	8	application	application	NOUN
ajst-32535	4	9	scenarios	scenario	NOUN
ajst-32535	4	10	,	,	PUNCT
ajst-32535	4	11	and	and	CCONJ
ajst-32535	4	12	technical	technical	ADJ
ajst-32535	4	13	bottlenecks	bottleneck	NOUN
ajst-32535	4	14	of	of	ADP
ajst-32535	4	15	wireless	wireless	ADJ
ajst-32535	4	16	sensing	sense	VERB
ajst-32535	4	17	technologies	technology	NOUN
ajst-32535	4	18	for	for	ADP
ajst-32535	4	19	respiratory	respiratory	ADJ
ajst-32535	4	20	and	and	CCONJ
ajst-32535	4	21	heart	heart	NOUN
ajst-32535	4	22	rate	rate	NOUN
ajst-32535	4	23	monitoring	monitoring	NOUN
ajst-32535	4	24	.	.	PUNCT
ajst-32535	5	1	the	the	DET
ajst-32535	5	2	study	study	NOUN
ajst-32535	5	3	first	first	ADV
ajst-32535	5	4	compares	compare	VERB
ajst-32535	5	5	two	two	NUM
ajst-32535	5	6	primary	primary	ADJ
ajst-32535	5	7	respiratory	respiratory	ADJ
ajst-32535	5	8	monitoring	monitoring	NOUN
ajst-32535	5	9	techniques	technique	NOUN
ajst-32535	5	10	:	:	PUNCT
ajst-32535	5	11	csi	csi	PROPN
ajst-32535	5	12	complex	complex	ADJ
ajst-32535	5	13	-	-	PUNCT
ajst-32535	5	14	domain	domain	NOUN
ajst-32535	5	15	signal	signal	NOUN
ajst-32535	5	16	processing	processing	NOUN
ajst-32535	5	17	and	and	CCONJ
ajst-32535	5	18	csi	csi	PROPN
ajst-32535	5	19	ratio	ratio	NOUN
ajst-32535	5	20	trajectory	trajectory	NOUN
ajst-32535	5	21	analysis	analysis	NOUN
ajst-32535	5	22	.	.	PUNCT
ajst-32535	6	1	it	it	PRON
ajst-32535	6	2	also	also	ADV
ajst-32535	6	3	examines	examine	VERB
ajst-32535	6	4	two	two	NUM
ajst-32535	6	5	key	key	ADJ
ajst-32535	6	6	heart	heart	NOUN
ajst-32535	6	7	rate	rate	NOUN
ajst-32535	6	8	monitoring	monitoring	NOUN
ajst-32535	6	9	approaches	approach	NOUN
ajst-32535	6	10	:	:	PUNCT
ajst-32535	6	11	end	end	NOUN
ajst-32535	6	12	-	-	PUNCT
ajst-32535	6	13	to	to	ADP
ajst-32535	6	14	-	-	PUNCT
ajst-32535	6	15	end	end	NOUN
ajst-32535	6	16	cnn	cnn	NOUN
ajst-32535	6	17	learning	learning	NOUN
ajst-32535	6	18	and	and	CCONJ
ajst-32535	6	19	rotary	rotary	NOUN
ajst-32535	6	20	projection	projection	NOUN
ajst-32535	6	21	combined	combine	VERB
ajst-32535	6	22	with	with	ADP
ajst-32535	6	23	hsr	hsr	PROPN
ajst-32535	6	24	subcarrier	subcarrier	PROPN
ajst-32535	6	25	selection	selection	NOUN
ajst-32535	6	26	.	.	PUNCT
ajst-32535	7	1	results	result	NOUN
ajst-32535	7	2	indicate	indicate	VERB
ajst-32535	7	3	that	that	SCONJ
ajst-32535	7	4	the	the	DET
ajst-32535	7	5	current	current	ADJ
ajst-32535	7	6	optimal	optimal	ADJ
ajst-32535	7	7	solution	solution	NOUN
ajst-32535	7	8	achieves	achieve	VERB
ajst-32535	7	9	respiratory	respiratory	ADJ
ajst-32535	7	10	errors	error	NOUN
ajst-32535	7	11	below	below	ADP
ajst-32535	7	12	0.5	0.5	NUM
ajst-32535	7	13	bpm	bpm	NOUN
ajst-32535	7	14	and	and	CCONJ
ajst-32535	7	15	median	median	ADJ
ajst-32535	7	16	heart	heart	NOUN
ajst-32535	7	17	rate	rate	NOUN
ajst-32535	7	18	errors	error	NOUN
ajst-32535	7	19	of	of	ADP
ajst-32535	7	20	0.8	0.8	NUM
ajst-32535	7	21	bpm	bpm	NOUN
ajst-32535	7	22	in	in	ADP
ajst-32535	7	23	static	static	ADJ
ajst-32535	7	24	scenarios	scenario	NOUN
ajst-32535	7	25	,	,	PUNCT
ajst-32535	7	26	significantly	significantly	ADV
ajst-32535	7	27	outperforming	outperform	VERB
ajst-32535	7	28	baseline	baseline	NOUN
ajst-32535	7	29	methods	method	NOUN
ajst-32535	7	30	.	.	PUNCT
ajst-32535	8	1	the	the	DET
ajst-32535	8	2	study	study	NOUN
ajst-32535	8	3	further	far	ADV
ajst-32535	8	4	explores	explore	VERB
ajst-32535	8	5	the	the	DET
ajst-32535	8	6	technology	technology	NOUN
ajst-32535	8	7	's	's	PART
ajst-32535	8	8	suitability	suitability	NOUN
ajst-32535	8	9	across	across	ADP
ajst-32535	8	10	four	four	NUM
ajst-32535	8	11	key	key	ADJ
ajst-32535	8	12	application	application	NOUN
ajst-32535	8	13	domains	domain	NOUN
ajst-32535	8	14	—	—	PUNCT
ajst-32535	8	15	medical	medical	ADJ
ajst-32535	8	16	monitoring	monitoring	NOUN
ajst-32535	8	17	,	,	PUNCT
ajst-32535	8	18	sleep	sleep	NOUN
ajst-32535	8	19	assessment	assessment	NOUN
ajst-32535	8	20	,	,	PUNCT
ajst-32535	8	21	home	home	NOUN
ajst-32535	8	22	-	-	PUNCT
ajst-32535	8	23	based	base	VERB
ajst-32535	8	24	elderly	elderly	ADJ
ajst-32535	8	25	care	care	NOUN
ajst-32535	8	26	,	,	PUNCT
ajst-32535	8	27	and	and	CCONJ
ajst-32535	8	28	in	in	ADP
ajst-32535	8	29	-	-	PUNCT
ajst-32535	8	30	vehicle	vehicle	NOUN
ajst-32535	8	31	safety	safety	NOUN
ajst-32535	8	32	—	—	PUNCT
ajst-32535	8	33	validating	validate	VERB
ajst-32535	8	34	its	its	PRON
ajst-32535	8	35	crossscenario	crossscenario	ADJ
ajst-32535	8	36	potential	potential	NOUN
ajst-32535	8	37	.	.	PUNCT
ajst-32535	9	1	existing	exist	VERB
ajst-32535	9	2	bottlenecks	bottleneck	NOUN
ajst-32535	9	3	are	be	AUX
ajst-32535	9	4	identified	identify	VERB
ajst-32535	9	5	as	as	ADP
ajst-32535	9	6	environmental	environmental	ADJ
ajst-32535	9	7	interference	interference	NOUN
ajst-32535	9	8	,	,	PUNCT
ajst-32535	9	9	insufficient	insufficient	ADJ
ajst-32535	9	10	dynamic	dynamic	ADJ
ajst-32535	9	11	robustness	robustness	NOUN
ajst-32535	9	12	,	,	PUNCT
ajst-32535	9	13	individual	individual	ADJ
ajst-32535	9	14	variability	variability	NOUN
ajst-32535	9	15	,	,	PUNCT
ajst-32535	9	16	and	and	CCONJ
ajst-32535	9	17	multi	multi	ADJ
ajst-32535	9	18	-	-	ADJ
ajst-32535	9	19	object	object	ADJ
ajst-32535	9	20	separation	separation	NOUN
ajst-32535	9	21	challenges	challenge	NOUN
ajst-32535	9	22	.	.	PUNCT
ajst-32535	10	1	future	future	ADJ
ajst-32535	10	2	breakthroughs	breakthrough	NOUN
ajst-32535	10	3	require	require	VERB
ajst-32535	10	4	collaborative	collaborative	ADJ
ajst-32535	10	5	efforts	effort	NOUN
ajst-32535	10	6	in	in	ADP
ajst-32535	10	7	multimodal	multimodal	ADJ
ajst-32535	10	8	sensor	sensor	NOUN
ajst-32535	10	9	fusion	fusion	NOUN
ajst-32535	10	10	,	,	PUNCT
ajst-32535	10	11	lightweight	lightweight	ADJ
ajst-32535	10	12	algorithms	algorithm	NOUN
ajst-32535	10	13	,	,	PUNCT
ajst-32535	10	14	and	and	CCONJ
ajst-32535	10	15	clinical	clinical	ADJ
ajst-32535	10	16	integration	integration	NOUN
ajst-32535	10	17	.	.	PUNCT
ajst-32535	11	1	this	this	DET
ajst-32535	11	2	technology	technology	NOUN
ajst-32535	11	3	pioneers	pioneer	VERB
ajst-32535	11	4	a	a	DET
ajst-32535	11	5	new	new	ADJ
ajst-32535	11	6	paradigm	paradigm	NOUN
ajst-32535	11	7	for	for	ADP
ajst-32535	11	8	contactless	contactless	NOUN
ajst-32535	11	9	,	,	PUNCT
ajst-32535	11	10	continuous	continuous	ADJ
ajst-32535	11	11	,	,	PUNCT
ajst-32535	11	12	and	and	CCONJ
ajst-32535	11	13	allscenario	allscenario	NOUN
ajst-32535	11	14	vital	vital	ADJ
ajst-32535	11	15	signs	sign	NOUN
ajst-32535	11	16	monitoring	monitor	VERB
ajst-32535	11	17	,	,	PUNCT
ajst-32535	11	18	extending	extend	VERB
ajst-32535	11	19	health	health	NOUN
ajst-32535	11	20	management	management	NOUN
ajst-32535	11	21	beyond	beyond	ADP
ajst-32535	11	22	clinical	clinical	ADJ
ajst-32535	11	23	settings	setting	NOUN
ajst-32535	11	24	into	into	ADP
ajst-32535	11	25	daily	daily	ADJ
ajst-32535	11	26	life	life	NOUN
ajst-32535	11	27	and	and	CCONJ
ajst-32535	11	28	laying	lay	VERB
ajst-32535	11	29	the	the	DET
ajst-32535	11	30	technological	technological	ADJ
ajst-32535	11	31	foundation	foundation	NOUN
ajst-32535	11	32	for	for	ADP
ajst-32535	11	33	building	build	VERB
ajst-32535	11	34	a	a	DET
ajst-32535	11	35	proactive	proactive	ADJ
ajst-32535	11	36	health	health	NOUN
ajst-32535	11	37	society	society	NOUN
ajst-32535	11	38	.	.	PUNCT
ajst-32535	12	1	keywords	keyword	NOUN
ajst-32535	12	2	:	:	PUNCT
ajst-32535	12	3	wireless	wireless	ADJ
ajst-32535	12	4	sensing	sensing	NOUN
ajst-32535	12	5	;	;	PUNCT
ajst-32535	12	6	csi	csi	X
ajst-32535	12	7	;	;	PUNCT
ajst-32535	12	8	vital	vital	ADJ
ajst-32535	12	9	signs	sign	NOUN
ajst-32535	12	10	monitoring	monitoring	NOUN
ajst-32535	12	11	;	;	PUNCT
ajst-32535	12	12	respiration	respiration	NOUN
ajst-32535	12	13	and	and	CCONJ
ajst-32535	12	14	heart	heart	NOUN
ajst-32535	12	15	rate	rate	NOUN
ajst-32535	12	16	estimation	estimation	NOUN
ajst-32535	12	17	.	.	PUNCT
ajst-32535	13	1	1	1	X
ajst-32535	13	2	.	.	X
ajst-32535	13	3	introduction	introduction	NOUN
ajst-32535	13	4	vital	vital	ADJ
ajst-32535	13	5	signs	sign	NOUN
ajst-32535	13	6	serve	serve	VERB
ajst-32535	13	7	as	as	ADP
ajst-32535	13	8	critical	critical	ADJ
ajst-32535	13	9	indicators	indicator	NOUN
ajst-32535	13	10	for	for	ADP
ajst-32535	13	11	assessing	assess	VERB
ajst-32535	13	12	fundamental	fundamental	ADJ
ajst-32535	13	13	human	human	ADJ
ajst-32535	13	14	physiological	physiological	ADJ
ajst-32535	13	15	functions	function	NOUN
ajst-32535	13	16	,	,	PUNCT
ajst-32535	13	17	playing	play	VERB
ajst-32535	13	18	an	an	DET
ajst-32535	13	19	irreplaceable	irreplaceable	ADJ
ajst-32535	13	20	role	role	NOUN
ajst-32535	13	21	in	in	ADP
ajst-32535	13	22	health	health	NOUN
ajst-32535	13	23	monitoring	monitoring	NOUN
ajst-32535	13	24	,	,	PUNCT
ajst-32535	13	25	disease	disease	NOUN
ajst-32535	13	26	diagnosis	diagnosis	NOUN
ajst-32535	13	27	,	,	PUNCT
ajst-32535	13	28	and	and	CCONJ
ajst-32535	13	29	emergency	emergency	NOUN
ajst-32535	13	30	care	care	NOUN
ajst-32535	13	31	.	.	PUNCT
ajst-32535	14	1	among	among	ADP
ajst-32535	14	2	these	these	PRON
ajst-32535	14	3	,	,	PUNCT
ajst-32535	14	4	respiration	respiration	NOUN
ajst-32535	14	5	and	and	CCONJ
ajst-32535	14	6	heart	heart	NOUN
ajst-32535	14	7	rate	rate	NOUN
ajst-32535	14	8	are	be	AUX
ajst-32535	14	9	the	the	DET
ajst-32535	14	10	most	most	ADV
ajst-32535	14	11	pivotal	pivotal	ADJ
ajst-32535	14	12	dynamic	dynamic	ADJ
ajst-32535	14	13	metrics	metric	NOUN
ajst-32535	14	14	,	,	PUNCT
ajst-32535	14	15	underpinning	underpin	VERB
ajst-32535	14	16	normal	normal	ADJ
ajst-32535	14	17	life	life	NOUN
ajst-32535	14	18	activities	activity	NOUN
ajst-32535	14	19	while	while	SCONJ
ajst-32535	14	20	providing	provide	VERB
ajst-32535	14	21	real	real	ADJ
ajst-32535	14	22	-	-	PUNCT
ajst-32535	14	23	time	time	NOUN
ajst-32535	14	24	reflections	reflection	NOUN
ajst-32535	14	25	of	of	ADP
ajst-32535	14	26	an	an	DET
ajst-32535	14	27	individual	individual	NOUN
ajst-32535	14	28	's	's	PART
ajst-32535	14	29	health	health	NOUN
ajst-32535	14	30	status	status	NOUN
ajst-32535	14	31	.	.	PUNCT
ajst-32535	15	1	while	while	SCONJ
ajst-32535	15	2	traditional	traditional	ADJ
ajst-32535	15	3	contact	contact	NOUN
ajst-32535	15	4	-	-	PUNCT
ajst-32535	15	5	based	base	VERB
ajst-32535	15	6	monitoring	monitoring	NOUN
ajst-32535	15	7	devices	device	NOUN
ajst-32535	15	8	offer	offer	VERB
ajst-32535	15	9	high	high	ADJ
ajst-32535	15	10	-	-	PUNCT
ajst-32535	15	11	precision	precision	NOUN
ajst-32535	15	12	respiratory	respiratory	ADJ
ajst-32535	15	13	signals	signal	NOUN
ajst-32535	15	14	,	,	PUNCT
ajst-32535	15	15	they	they	PRON
ajst-32535	15	16	suffer	suffer	VERB
ajst-32535	15	17	from	from	ADP
ajst-32535	15	18	poor	poor	ADJ
ajst-32535	15	19	comfort	comfort	NOUN
ajst-32535	15	20	and	and	CCONJ
ajst-32535	15	21	may	may	AUX
ajst-32535	15	22	cause	cause	VERB
ajst-32535	15	23	skin	skin	NOUN
ajst-32535	15	24	irritation	irritation	NOUN
ajst-32535	15	25	with	with	ADP
ajst-32535	15	26	prolonged	prolonged	ADJ
ajst-32535	15	27	wear	wear	NOUN
ajst-32535	15	28	.	.	PUNCT
ajst-32535	16	1	consequently	consequently	ADV
ajst-32535	16	2	,	,	PUNCT
ajst-32535	16	3	developing	develop	VERB
ajst-32535	16	4	non	non	ADJ
ajst-32535	16	5	-	-	ADJ
ajst-32535	16	6	contact	contact	ADJ
ajst-32535	16	7	monitoring	monitoring	NOUN
ajst-32535	16	8	technologies	technology	NOUN
ajst-32535	16	9	to	to	PART
ajst-32535	16	10	extract	extract	VERB
ajst-32535	16	11	respiratory	respiratory	ADJ
ajst-32535	16	12	and	and	CCONJ
ajst-32535	16	13	heart	heart	NOUN
ajst-32535	16	14	rate	rate	NOUN
ajst-32535	16	15	signals	signal	NOUN
ajst-32535	16	16	has	have	AUX
ajst-32535	16	17	become	become	VERB
ajst-32535	16	18	paramount	paramount	ADJ
ajst-32535	16	19	to	to	PART
ajst-32535	16	20	enhance	enhance	VERB
ajst-32535	16	21	monitoring	monitor	VERB
ajst-32535	16	22	comfort	comfort	NOUN
ajst-32535	16	23	and	and	CCONJ
ajst-32535	16	24	convenience	convenience	NOUN
ajst-32535	16	25	.	.	PUNCT
ajst-32535	17	1	wi	wi	PROPN
ajst-32535	17	2	-	-	PUNCT
ajst-32535	17	3	fi	fi	NOUN
ajst-32535	17	4	signals	signal	NOUN
ajst-32535	17	5	,	,	PUNCT
ajst-32535	17	6	owing	owe	VERB
ajst-32535	17	7	to	to	ADP
ajst-32535	17	8	their	their	PRON
ajst-32535	17	9	ubiquity	ubiquity	NOUN
ajst-32535	17	10	,	,	PUNCT
ajst-32535	17	11	penetration	penetration	NOUN
ajst-32535	17	12	capabilities	capability	NOUN
ajst-32535	17	13	,	,	PUNCT
ajst-32535	17	14	and	and	CCONJ
ajst-32535	17	15	low	low	ADJ
ajst-32535	17	16	-	-	PUNCT
ajst-32535	17	17	cost	cost	NOUN
ajst-32535	17	18	advantages	advantage	NOUN
ajst-32535	17	19	,	,	PUNCT
ajst-32535	17	20	present	present	VERB
ajst-32535	17	21	an	an	DET
ajst-32535	17	22	ideal	ideal	ADJ
ajst-32535	17	23	medium	medium	NOUN
ajst-32535	17	24	for	for	ADP
ajst-32535	17	25	achieving	achieve	VERB
ajst-32535	17	26	imperceptible	imperceptible	ADJ
ajst-32535	17	27	monitoring	monitoring	NOUN
ajst-32535	17	28	.	.	PUNCT
ajst-32535	18	1	channel	channel	PROPN
ajst-32535	18	2	state	state	NOUN
ajst-32535	18	3	information	information	NOUN
ajst-32535	18	4	(	(	PUNCT
ajst-32535	18	5	csi	csi	PROPN
ajst-32535	18	6	)	)	PUNCT
ajst-32535	18	7	,	,	PUNCT
ajst-32535	18	8	as	as	ADP
ajst-32535	18	9	the	the	DET
ajst-32535	18	10	physical	physical	ADJ
ajst-32535	18	11	layer	layer	NOUN
ajst-32535	18	12	channel	channel	NOUN
ajst-32535	18	13	characteristic	characteristic	ADJ
ajst-32535	18	14	data	datum	NOUN
ajst-32535	18	15	of	of	ADP
ajst-32535	18	16	wifi	wifi	NOUN
ajst-32535	18	17	,	,	PUNCT
ajst-32535	18	18	can	can	AUX
ajst-32535	18	19	capture	capture	VERB
ajst-32535	18	20	minute	minute	ADJ
ajst-32535	18	21	vibrations	vibration	NOUN
ajst-32535	18	22	induced	induce	VERB
ajst-32535	18	23	by	by	ADP
ajst-32535	18	24	respiration	respiration	NOUN
ajst-32535	18	25	and	and	CCONJ
ajst-32535	18	26	heartbeat	heartbeat	NOUN
ajst-32535	18	27	.	.	PUNCT
ajst-32535	19	1	human	human	ADJ
ajst-32535	19	2	thoracic	thoracic	NOUN
ajst-32535	19	3	movements	movement	NOUN
ajst-32535	19	4	modulate	modulate	VERB
ajst-32535	19	5	the	the	DET
ajst-32535	19	6	signal	signal	ADJ
ajst-32535	19	7	propagation	propagation	NOUN
ajst-32535	19	8	path	path	NOUN
ajst-32535	19	9	,	,	PUNCT
ajst-32535	19	10	causing	cause	VERB
ajst-32535	19	11	periodic	periodic	ADJ
ajst-32535	19	12	variations	variation	NOUN
ajst-32535	19	13	in	in	ADP
ajst-32535	19	14	csi	csi	ADJ
ajst-32535	19	15	amplitude	amplitude	NOUN
ajst-32535	19	16	and	and	CCONJ
ajst-32535	19	17	phase	phase	NOUN
ajst-32535	19	18	,	,	PUNCT
ajst-32535	19	19	thereby	thereby	ADV
ajst-32535	19	20	providing	provide	VERB
ajst-32535	19	21	the	the	DET
ajst-32535	19	22	theoretical	theoretical	ADJ
ajst-32535	19	23	foundation	foundation	NOUN
ajst-32535	19	24	for	for	ADP
ajst-32535	19	25	monitoring	monitoring	NOUN
ajst-32535	19	26	.	.	PUNCT
ajst-32535	20	1	the	the	DET
ajst-32535	20	2	significance	significance	NOUN
ajst-32535	20	3	of	of	ADP
ajst-32535	20	4	wireless	wireless	ADJ
ajst-32535	20	5	respiratory	respiratory	NOUN
ajst-32535	20	6	and	and	CCONJ
ajst-32535	20	7	heart	heart	NOUN
ajst-32535	20	8	rate	rate	NOUN
ajst-32535	20	9	sensing	sense	VERB
ajst-32535	20	10	research	research	NOUN
ajst-32535	20	11	lies	lie	VERB
ajst-32535	20	12	in	in	ADP
ajst-32535	20	13	pioneering	pioneer	VERB
ajst-32535	20	14	a	a	DET
ajst-32535	20	15	new	new	ADJ
ajst-32535	20	16	paradigm	paradigm	NOUN
ajst-32535	20	17	for	for	ADP
ajst-32535	20	18	contactless	contactless	NOUN
ajst-32535	20	19	,	,	PUNCT
ajst-32535	20	20	continuous	continuous	ADJ
ajst-32535	20	21	,	,	PUNCT
ajst-32535	20	22	and	and	CCONJ
ajst-32535	20	23	full	full	ADJ
ajst-32535	20	24	-	-	PUNCT
ajst-32535	20	25	time	time	NOUN
ajst-32535	20	26	-	-	PUNCT
ajst-32535	20	27	domain	domain	NOUN
ajst-32535	20	28	vital	vital	ADJ
ajst-32535	20	29	signs	sign	NOUN
ajst-32535	20	30	monitoring	monitor	VERB
ajst-32535	20	31	.	.	PUNCT
ajst-32535	21	1	this	this	PRON
ajst-32535	21	2	extends	extend	VERB
ajst-32535	21	3	health	health	NOUN
ajst-32535	21	4	surveillance	surveillance	NOUN
ajst-32535	21	5	beyond	beyond	ADP
ajst-32535	21	6	discrete	discrete	ADJ
ajst-32535	21	7	medical	medical	ADJ
ajst-32535	21	8	settings	setting	NOUN
ajst-32535	21	9	to	to	PART
ajst-32535	21	10	encompass	encompass	VERB
ajst-32535	21	11	all	all	ADV
ajst-32535	21	12	-	-	PUNCT
ajst-32535	21	13	encompassing	encompass	VERB
ajst-32535	21	14	life	life	NOUN
ajst-32535	21	15	scenarios	scenario	NOUN
ajst-32535	21	16	such	such	ADJ
ajst-32535	21	17	as	as	ADP
ajst-32535	21	18	sleep	sleep	NOUN
ajst-32535	21	19	,	,	PUNCT
ajst-32535	21	20	home	home	NOUN
ajst-32535	21	21	environments	environment	NOUN
ajst-32535	21	22	,	,	PUNCT
ajst-32535	21	23	and	and	CCONJ
ajst-32535	21	24	travel	travel	NOUN
ajst-32535	21	25	.	.	PUNCT
ajst-32535	22	1	systems	system	NOUN
ajst-32535	22	2	for	for	ADP
ajst-32535	22	3	respiratory	respiratory	ADJ
ajst-32535	22	4	and	and	CCONJ
ajst-32535	22	5	heart	heart	NOUN
ajst-32535	22	6	rate	rate	NOUN
ajst-32535	22	7	detection	detection	NOUN
ajst-32535	22	8	developed	develop	VERB
ajst-32535	22	9	using	use	VERB
ajst-32535	22	10	wireless	wireless	ADJ
ajst-32535	22	11	sensing	sense	VERB
ajst-32535	22	12	technology	technology	NOUN
ajst-32535	22	13	enable	enable	VERB
ajst-32535	22	14	long	long	ADJ
ajst-32535	22	15	-	-	PUNCT
ajst-32535	22	16	term	term	NOUN
ajst-32535	22	17	,	,	PUNCT
ajst-32535	22	18	non	non	ADJ
ajst-32535	22	19	-	-	ADJ
ajst-32535	22	20	contact	contact	ADJ
ajst-32535	22	21	monitoring	monitoring	NOUN
ajst-32535	22	22	of	of	ADP
ajst-32535	22	23	breathing	breathing	NOUN
ajst-32535	22	24	and	and	CCONJ
ajst-32535	22	25	heart	heart	NOUN
ajst-32535	22	26	rate	rate	NOUN
ajst-32535	22	27	within	within	ADP
ajst-32535	22	28	indoor	indoor	ADJ
ajst-32535	22	29	environments	environment	NOUN
ajst-32535	22	30	.	.	PUNCT
ajst-32535	23	1	this	this	PRON
ajst-32535	23	2	facilitates	facilitate	VERB
ajst-32535	23	3	continuous	continuous	ADJ
ajst-32535	23	4	observation	observation	NOUN
ajst-32535	23	5	of	of	ADP
ajst-32535	23	6	individuals	individual	NOUN
ajst-32535	23	7	'	'	PART
ajst-32535	23	8	physical	physical	ADJ
ajst-32535	23	9	health	health	NOUN
ajst-32535	23	10	,	,	PUNCT
ajst-32535	23	11	thereby	thereby	ADV
ajst-32535	23	12	laying	lay	VERB
ajst-32535	23	13	the	the	DET
ajst-32535	23	14	technological	technological	ADJ
ajst-32535	23	15	groundwork	groundwork	NOUN
ajst-32535	23	16	for	for	ADP
ajst-32535	23	17	precision	precision	NOUN
ajst-32535	23	18	medicine	medicine	NOUN
ajst-32535	23	19	and	and	CCONJ
ajst-32535	23	20	proactive	proactive	ADJ
ajst-32535	23	21	health	health	NOUN
ajst-32535	23	22	societies	society	NOUN
ajst-32535	23	23	.	.	PUNCT
ajst-32535	24	1	21	21	NUM
ajst-32535	24	2	recent	recent	ADJ
ajst-32535	24	3	years	year	NOUN
ajst-32535	24	4	have	have	AUX
ajst-32535	24	5	witnessed	witness	VERB
ajst-32535	24	6	significant	significant	ADJ
ajst-32535	24	7	advancements	advancement	NOUN
ajst-32535	24	8	in	in	ADP
ajst-32535	24	9	wireless	wireless	ADJ
ajst-32535	24	10	sensing	sense	VERB
ajst-32535	24	11	technology	technology	NOUN
ajst-32535	24	12	globally	globally	ADV
ajst-32535	24	13	.	.	PUNCT
ajst-32535	25	1	wang	wang	PROPN
ajst-32535	25	2	jianjun	jianjun	PROPN
ajst-32535	25	3	achieved	achieve	VERB
ajst-32535	25	4	synchronous	synchronous	ADJ
ajst-32535	25	5	tracking	tracking	NOUN
ajst-32535	25	6	of	of	ADP
ajst-32535	25	7	multiple	multiple	ADJ
ajst-32535	25	8	patients	patient	NOUN
ajst-32535	25	9	'	'	PART
ajst-32535	25	10	respiration	respiration	NOUN
ajst-32535	25	11	/	/	SYM
ajst-32535	25	12	heartbeat	heartbeat	NOUN
ajst-32535	25	13	in	in	ADP
ajst-32535	25	14	hospital	hospital	NOUN
ajst-32535	25	15	settings	setting	NOUN
ajst-32535	25	16	using	use	VERB
ajst-32535	25	17	the	the	DET
ajst-32535	25	18	90–300	90–300	NUM
ajst-32535	25	19	ghz	ghz	NOUN
ajst-32535	25	20	sub	sub	ADJ
ajst-32535	25	21	-	-	ADJ
ajst-32535	25	22	terahertz	terahertz	ADJ
ajst-32535	25	23	band	band	NOUN
ajst-32535	25	24	and	and	CCONJ
ajst-32535	25	25	beamforming	beamforme	VERB
ajst-32535	25	26	techniques	technique	NOUN
ajst-32535	25	27	,	,	PUNCT
ajst-32535	25	28	with	with	ADP
ajst-32535	25	29	an	an	DET
ajst-32535	25	30	error	error	NOUN
ajst-32535	25	31	rate	rate	NOUN
ajst-32535	25	32	below	below	ADP
ajst-32535	25	33	5	5	NUM
ajst-32535	25	34	%	%	NOUN
ajst-32535	25	35	when	when	SCONJ
ajst-32535	25	36	penetrating	penetrate	VERB
ajst-32535	25	37	clothing	clothing	NOUN
ajst-32535	25	38	[	[	X
ajst-32535	25	39	1	1	NUM
ajst-32535	25	40	]	]	PUNCT
ajst-32535	25	41	.	.	PUNCT
ajst-32535	26	1	samir	samir	PROPN
ajst-32535	26	2	mosleh	mosleh	PROPN
ajst-32535	26	3	proposed	propose	VERB
ajst-32535	26	4	the	the	DET
ajst-32535	26	5	phasebeat	phasebeat	NOUN
ajst-32535	26	6	(	(	PUNCT
ajst-32535	26	7	based	base	VERB
ajst-32535	26	8	on	on	ADP
ajst-32535	26	9	discrete	discrete	ADJ
ajst-32535	26	10	wavelet	wavelet	NOUN
ajst-32535	26	11	transform	transform	NOUN
ajst-32535	26	12	)	)	PUNCT
ajst-32535	26	13	and	and	CCONJ
ajst-32535	26	14	tensorbeat	tensorbeat	NOUN
ajst-32535	26	15	(	(	PUNCT
ajst-32535	26	16	based	base	VERB
ajst-32535	26	17	on	on	ADP
ajst-32535	26	18	tensor	tensor	NOUN
ajst-32535	26	19	decomposition	decomposition	NOUN
ajst-32535	26	20	)	)	PUNCT
ajst-32535	26	21	algorithms	algorithm	NOUN
ajst-32535	26	22	,	,	PUNCT
ajst-32535	26	23	leveraging	leverage	VERB
ajst-32535	26	24	csi	csi	ADJ
ajst-32535	26	25	phase	phase	NOUN
ajst-32535	26	26	difference	difference	NOUN
ajst-32535	26	27	data	datum	NOUN
ajst-32535	26	28	to	to	PART
ajst-32535	26	29	enhance	enhance	VERB
ajst-32535	26	30	interference	interference	NOUN
ajst-32535	26	31	resistance	resistance	NOUN
ajst-32535	26	32	.	.	PUNCT
ajst-32535	27	1	this	this	PRON
ajst-32535	27	2	achieved	achieve	VERB
ajst-32535	27	3	high	high	ADJ
ajst-32535	27	4	-	-	PUNCT
ajst-32535	27	5	precision	precision	NOUN
ajst-32535	27	6	respiration	respiration	NOUN
ajst-32535	27	7	/	/	SYM
ajst-32535	27	8	heartbeat	heartbeat	NOUN
ajst-32535	27	9	monitoring	monitoring	NOUN
ajst-32535	27	10	using	use	VERB
ajst-32535	27	11	commercial	commercial	ADJ
ajst-32535	27	12	wifi	wifi	NOUN
ajst-32535	27	13	devices	device	NOUN
ajst-32535	27	14	for	for	ADP
ajst-32535	27	15	the	the	DET
ajst-32535	27	16	first	first	ADJ
ajst-32535	27	17	time	time	NOUN
ajst-32535	27	18	,	,	PUNCT
ajst-32535	27	19	with	with	ADP
ajst-32535	27	20	an	an	DET
ajst-32535	27	21	error	error	NOUN
ajst-32535	27	22	rate	rate	NOUN
ajst-32535	27	23	≤5	≤5	NOUN
ajst-32535	27	24	%	%	NOUN
ajst-32535	27	25	in	in	ADP
ajst-32535	27	26	dynamic	dynamic	ADJ
ajst-32535	27	27	scenarios	scenario	NOUN
ajst-32535	27	28	[	[	X
ajst-32535	27	29	2	2	NUM
ajst-32535	27	30	]	]	PUNCT
ajst-32535	27	31	.	.	PUNCT
ajst-32535	28	1	zhang	zhang	PROPN
ajst-32535	28	2	yuan	yuan	PROPN
ajst-32535	28	3	introduced	introduce	VERB
ajst-32535	28	4	a	a	DET
ajst-32535	28	5	millimetre	millimetre	NOUN
ajst-32535	28	6	-	-	PUNCT
ajst-32535	28	7	wave	wave	NOUN
ajst-32535	28	8	-	-	PUNCT
ajst-32535	28	9	csi	csi	ADJ
ajst-32535	28	10	fusion	fusion	NOUN
ajst-32535	28	11	solution	solution	NOUN
ajst-32535	28	12	(	(	PUNCT
ajst-32535	28	13	24ghz	24ghz	NOUN
ajst-32535	28	14	band	band	NOUN
ajst-32535	28	15	)	)	PUNCT
ajst-32535	28	16	,	,	PUNCT
ajst-32535	28	17	combining	combine	VERB
ajst-32535	28	18	ai	ai	AUX
ajst-32535	28	19	algorithms	algorithm	NOUN
ajst-32535	28	20	to	to	PART
ajst-32535	28	21	achieve	achieve	VERB
ajst-32535	28	22	99	99	NUM
ajst-32535	28	23	%	%	NOUN
ajst-32535	28	24	accuracy	accuracy	NOUN
ajst-32535	28	25	in	in	ADP
ajst-32535	28	26	static	static	ADJ
ajst-32535	28	27	heart	heart	NOUN
ajst-32535	28	28	rate	rate	NOUN
ajst-32535	28	29	/	/	SYM
ajst-32535	28	30	respiration	respiration	NOUN
ajst-32535	28	31	monitoring	monitoring	NOUN
ajst-32535	28	32	—	—	PUNCT
ajst-32535	28	33	significantly	significantly	ADV
ajst-32535	28	34	surpassing	surpass	VERB
ajst-32535	28	35	industry	industry	NOUN
ajst-32535	28	36	standards	standard	NOUN
ajst-32535	28	37	[	[	X
ajst-32535	28	38	3	3	NUM
ajst-32535	28	39	]	]	PUNCT
ajst-32535	28	40	.	.	PUNCT
ajst-32535	29	1	this	this	DET
ajst-32535	29	2	paper	paper	NOUN
ajst-32535	29	3	investigates	investigate	VERB
ajst-32535	29	4	wireless	wireless	ADJ
ajst-32535	29	5	perception	perception	NOUN
ajst-32535	29	6	-	-	PUNCT
ajst-32535	29	7	based	base	VERB
ajst-32535	29	8	vital	vital	ADJ
ajst-32535	29	9	signs	sign	NOUN
ajst-32535	29	10	monitoring	monitor	VERB
ajst-32535	29	11	technology	technology	NOUN
ajst-32535	29	12	,	,	PUNCT
ajst-32535	29	13	conducting	conduct	VERB
ajst-32535	29	14	comparative	comparative	ADJ
ajst-32535	29	15	analyses	analysis	NOUN
ajst-32535	29	16	of	of	ADP
ajst-32535	29	17	representative	representative	ADJ
ajst-32535	29	18	techniques	technique	NOUN
ajst-32535	29	19	for	for	ADP
ajst-32535	29	20	respiration	respiration	NOUN
ajst-32535	29	21	and	and	CCONJ
ajst-32535	29	22	heart	heart	NOUN
ajst-32535	29	23	rate	rate	NOUN
ajst-32535	29	24	monitoring	monitoring	NOUN
ajst-32535	29	25	.	.	PUNCT
ajst-32535	30	1	it	it	PRON
ajst-32535	30	2	systematically	systematically	ADV
ajst-32535	30	3	examines	examine	VERB
ajst-32535	30	4	specific	specific	ADJ
ajst-32535	30	5	application	application	NOUN
ajst-32535	30	6	scenarios	scenario	NOUN
ajst-32535	30	7	for	for	ADP
ajst-32535	30	8	wireless	wireless	ADJ
ajst-32535	30	9	perception	perception	NOUN
ajst-32535	30	10	in	in	ADP
ajst-32535	30	11	vital	vital	ADJ
ajst-32535	30	12	signs	sign	NOUN
ajst-32535	30	13	monitoring	monitor	VERB
ajst-32535	30	14	,	,	PUNCT
ajst-32535	30	15	summarises	summarise	VERB
ajst-32535	30	16	existing	exist	VERB
ajst-32535	30	17	challenges	challenge	NOUN
ajst-32535	30	18	and	and	CCONJ
ajst-32535	30	19	technical	technical	ADJ
ajst-32535	30	20	bottlenecks	bottleneck	NOUN
ajst-32535	30	21	,	,	PUNCT
ajst-32535	30	22	and	and	CCONJ
ajst-32535	30	23	outlines	outline	VERB
ajst-32535	30	24	future	future	ADJ
ajst-32535	30	25	research	research	NOUN
ajst-32535	30	26	directions	direction	NOUN
ajst-32535	30	27	.	.	PUNCT
ajst-32535	31	1	the	the	DET
ajst-32535	31	2	primary	primary	ADJ
ajst-32535	31	3	research	research	NOUN
ajst-32535	31	4	content	content	NOUN
ajst-32535	31	5	is	be	AUX
ajst-32535	31	6	reflected	reflect	VERB
ajst-32535	31	7	in	in	ADP
ajst-32535	31	8	the	the	DET
ajst-32535	31	9	following	follow	VERB
ajst-32535	31	10	three	three	NUM
ajst-32535	31	11	aspects	aspect	NOUN
ajst-32535	31	12	.	.	PUNCT
ajst-32535	32	1	first	first	ADV
ajst-32535	32	2	,	,	PUNCT
ajst-32535	32	3	two	two	NUM
ajst-32535	32	4	representative	representative	ADJ
ajst-32535	32	5	technologies	technology	NOUN
ajst-32535	32	6	for	for	ADP
ajst-32535	32	7	respiration	respiration	NOUN
ajst-32535	32	8	and	and	CCONJ
ajst-32535	32	9	heart	heart	NOUN
ajst-32535	32	10	rate	rate	NOUN
ajst-32535	32	11	monitoring	monitoring	NOUN
ajst-32535	32	12	are	be	AUX
ajst-32535	32	13	examined	examine	VERB
ajst-32535	32	14	through	through	ADP
ajst-32535	32	15	systematic	systematic	ADJ
ajst-32535	32	16	comparative	comparative	ADJ
ajst-32535	32	17	analysis	analysis	NOUN
ajst-32535	32	18	to	to	PART
ajst-32535	32	19	identify	identify	VERB
ajst-32535	32	20	their	their	PRON
ajst-32535	32	21	respective	respective	ADJ
ajst-32535	32	22	strengths	strength	NOUN
ajst-32535	32	23	and	and	CCONJ
ajst-32535	32	24	limitations	limitation	NOUN
ajst-32535	32	25	.	.	PUNCT
ajst-32535	33	1	subsequently	subsequently	ADV
ajst-32535	33	2	,	,	PUNCT
ajst-32535	33	3	the	the	DET
ajst-32535	33	4	applicability	applicability	NOUN
ajst-32535	33	5	and	and	CCONJ
ajst-32535	33	6	suitability	suitability	NOUN
ajst-32535	33	7	of	of	ADP
ajst-32535	33	8	wireless	wireless	ADJ
ajst-32535	33	9	perception	perception	NOUN
ajst-32535	33	10	-	-	PUNCT
ajst-32535	33	11	based	base	VERB
ajst-32535	33	12	vital	vital	ADJ
ajst-32535	33	13	signs	sign	NOUN
ajst-32535	33	14	monitoring	monitor	VERB
ajst-32535	33	15	technologies	technology	NOUN
ajst-32535	33	16	within	within	ADP
ajst-32535	33	17	practical	practical	ADJ
ajst-32535	33	18	scenarios	scenario	NOUN
ajst-32535	33	19	are	be	AUX
ajst-32535	33	20	evaluated	evaluate	VERB
ajst-32535	33	21	.	.	PUNCT
ajst-32535	34	1	finally	finally	ADV
ajst-32535	34	2	,	,	PUNCT
ajst-32535	34	3	the	the	DET
ajst-32535	34	4	research	research	NOUN
ajst-32535	34	5	findings	finding	NOUN
ajst-32535	34	6	are	be	AUX
ajst-32535	34	7	summarised	summarise	VERB
ajst-32535	34	8	,	,	PUNCT
ajst-32535	34	9	current	current	ADJ
ajst-32535	34	10	technical	technical	ADJ
ajst-32535	34	11	bottlenecks	bottleneck	NOUN
ajst-32535	34	12	and	and	CCONJ
ajst-32535	34	13	challenges	challenge	NOUN
ajst-32535	34	14	are	be	AUX
ajst-32535	34	15	analysed	analyse	VERB
ajst-32535	34	16	,	,	PUNCT
ajst-32535	34	17	and	and	CCONJ
ajst-32535	34	18	future	future	ADJ
ajst-32535	34	19	research	research	NOUN
ajst-32535	34	20	directions	direction	NOUN
ajst-32535	34	21	are	be	AUX
ajst-32535	34	22	proposed	propose	VERB
ajst-32535	34	23	.	.	PUNCT
ajst-32535	35	1	2	2	X
ajst-32535	35	2	.	.	X
ajst-32535	35	3	core	core	NOUN
ajst-32535	35	4	technical	technical	ADJ
ajst-32535	35	5	method	method	NOUN
ajst-32535	35	6	comparisons	comparison	NOUN
ajst-32535	35	7	2.1	2.1	NUM
ajst-32535	35	8	respiratory	respiratory	ADJ
ajst-32535	35	9	monitoring	monitoring	NOUN
ajst-32535	35	10	technologies	technology	NOUN
ajst-32535	35	11	2.1.1	2.1.1	NUM
ajst-32535	35	12	csi	csi	ADJ
ajst-32535	35	13	complex	complex	ADJ
ajst-32535	35	14	-	-	PUNCT
ajst-32535	35	15	domain	domain	NOUN
ajst-32535	35	16	signal	signal	NOUN
ajst-32535	35	17	processing	processing	NOUN
ajst-32535	35	18	li	li	PROPN
ajst-32535	35	19	siteng	siteng	PROPN
ajst-32535	35	20	proposed	propose	VERB
ajst-32535	35	21	an	an	DET
ajst-32535	35	22	innovative	innovative	ADJ
ajst-32535	35	23	method	method	NOUN
ajst-32535	35	24	for	for	ADP
ajst-32535	35	25	simultaneously	simultaneously	ADV
ajst-32535	35	26	calibrating	calibrate	VERB
ajst-32535	35	27	both	both	DET
ajst-32535	35	28	amplitude	amplitude	NOUN
ajst-32535	35	29	and	and	CCONJ
ajst-32535	35	30	phase	phase	NOUN
ajst-32535	35	31	distortions	distortion	NOUN
ajst-32535	35	32	in	in	ADP
ajst-32535	35	33	channel	channel	NOUN
ajst-32535	35	34	state	state	NOUN
ajst-32535	35	35	information	information	NOUN
ajst-32535	35	36	(	(	PUNCT
ajst-32535	35	37	csi	csi	PROPN
ajst-32535	35	38	)	)	PUNCT
ajst-32535	36	1	[	[	X
ajst-32535	36	2	4	4	NUM
ajst-32535	36	3	]	]	PUNCT
ajst-32535	36	4	.	.	PUNCT
ajst-32535	37	1	this	this	DET
ajst-32535	37	2	technique	technique	NOUN
ajst-32535	37	3	utilises	utilise	NOUN
ajst-32535	37	4	wifi	wifi	NOUN
ajst-32535	37	5	csi	csi	PROPN
ajst-32535	37	6	to	to	PART
ajst-32535	37	7	estimate	estimate	VERB
ajst-32535	37	8	the	the	DET
ajst-32535	37	9	respiratory	respiratory	ADJ
ajst-32535	37	10	rate	rate	NOUN
ajst-32535	37	11	of	of	ADP
ajst-32535	37	12	individuals	individual	NOUN
ajst-32535	37	13	within	within	ADP
ajst-32535	37	14	indoor	indoor	ADJ
ajst-32535	37	15	environments	environment	NOUN
ajst-32535	37	16	.	.	PUNCT
ajst-32535	38	1	the	the	DET
ajst-32535	38	2	core	core	NOUN
ajst-32535	38	3	approach	approach	NOUN
ajst-32535	38	4	significantly	significantly	ADV
ajst-32535	38	5	enhances	enhance	VERB
ajst-32535	38	6	the	the	DET
ajst-32535	38	7	accuracy	accuracy	NOUN
ajst-32535	38	8	and	and	CCONJ
ajst-32535	38	9	robustness	robustness	NOUN
ajst-32535	38	10	of	of	ADP
ajst-32535	38	11	respiratory	respiratory	ADJ
ajst-32535	38	12	rate	rate	NOUN
ajst-32535	38	13	monitoring	monitoring	NOUN
ajst-32535	38	14	by	by	ADP
ajst-32535	38	15	addressing	address	VERB
ajst-32535	38	16	csi	csi	ADJ
ajst-32535	38	17	amplitude	amplitude	NOUN
ajst-32535	38	18	and	and	CCONJ
ajst-32535	38	19	phase	phase	NOUN
ajst-32535	38	20	distortion	distortion	NOUN
ajst-32535	38	21	issues	issue	NOUN
ajst-32535	38	22	,	,	PUNCT
ajst-32535	38	23	combined	combine	VERB
ajst-32535	38	24	with	with	ADP
ajst-32535	38	25	time	time	NOUN
ajst-32535	38	26	-	-	PUNCT
ajst-32535	38	27	domain	domain	NOUN
ajst-32535	38	28	analysis	analysis	NOUN
ajst-32535	38	29	.	.	PUNCT
ajst-32535	39	1	the	the	DET
ajst-32535	39	2	core	core	NOUN
ajst-32535	39	3	innovation	innovation	NOUN
ajst-32535	39	4	lies	lie	VERB
ajst-32535	39	5	in	in	ADP
ajst-32535	39	6	employing	employ	VERB
ajst-32535	39	7	time	time	NOUN
ajst-32535	39	8	-	-	PUNCT
ajst-32535	39	9	domain	domain	NOUN
ajst-32535	39	10	channel	channel	NOUN
ajst-32535	39	11	impulse	impulse	ADJ
ajst-32535	39	12	response	response	NOUN
ajst-32535	39	13	(	(	PUNCT
ajst-32535	39	14	cir	cir	NOUN
ajst-32535	39	15	)	)	PUNCT
ajst-32535	39	16	analysis	analysis	NOUN
ajst-32535	39	17	rather	rather	ADV
ajst-32535	39	18	than	than	ADP
ajst-32535	39	19	mainstream	mainstream	ADJ
ajst-32535	39	20	frequency	frequency	NOUN
ajst-32535	39	21	-	-	PUNCT
ajst-32535	39	22	domain	domain	NOUN
ajst-32535	39	23	approaches	approach	NOUN
ajst-32535	39	24	.	.	PUNCT
ajst-32535	40	1	conventional	conventional	ADJ
ajst-32535	40	2	methods	method	NOUN
ajst-32535	40	3	focus	focus	VERB
ajst-32535	40	4	on	on	ADP
ajst-32535	40	5	frequencydomain	frequencydomain	ADJ
ajst-32535	40	6	csi	csi	ADJ
ajst-32535	40	7	characterisation	characterisation	NOUN
ajst-32535	40	8	but	but	CCONJ
ajst-32535	40	9	remain	remain	VERB
ajst-32535	40	10	susceptible	susceptible	ADJ
ajst-32535	40	11	to	to	ADP
ajst-32535	40	12	multipath	multipath	NOUN
ajst-32535	40	13	channel	channel	NOUN
ajst-32535	40	14	interference	interference	NOUN
ajst-32535	40	15	.	.	PUNCT
ajst-32535	41	1	this	this	DET
ajst-32535	41	2	paper	paper	NOUN
ajst-32535	41	3	employs	employ	VERB
ajst-32535	41	4	inverse	inverse	ADJ
ajst-32535	41	5	discrete	discrete	ADJ
ajst-32535	41	6	fourier	fourier	NOUN
ajst-32535	41	7	transform	transform	NOUN
ajst-32535	41	8	(	(	PUNCT
ajst-32535	41	9	idft	idft	NOUN
ajst-32535	41	10	)	)	PUNCT
ajst-32535	41	11	to	to	PART
ajst-32535	41	12	convert	convert	VERB
ajst-32535	41	13	csi	csi	PROPN
ajst-32535	41	14	into	into	ADP
ajst-32535	41	15	cir	cir	NOUN
ajst-32535	41	16	,	,	PUNCT
ajst-32535	41	17	thereby	thereby	ADV
ajst-32535	41	18	directly	directly	ADV
ajst-32535	41	19	extracting	extract	VERB
ajst-32535	41	20	time	time	NOUN
ajst-32535	41	21	-	-	PUNCT
ajst-32535	41	22	delay	delay	NOUN
ajst-32535	41	23	components	component	NOUN
ajst-32535	41	24	(	(	PUNCT
ajst-32535	41	25	e.g.	e.g.	ADV
ajst-32535	41	26	,	,	PUNCT
ajst-32535	41	27	thoracic	thoracic	NOUN
ajst-32535	41	28	displacement	displacement	NOUN
ajst-32535	41	29	)	)	PUNCT
ajst-32535	41	30	associated	associate	VERB
ajst-32535	41	31	with	with	ADP
ajst-32535	41	32	respiratory	respiratory	ADJ
ajst-32535	41	33	motion	motion	NOUN
ajst-32535	41	34	.	.	PUNCT
ajst-32535	42	1	this	this	DET
ajst-32535	42	2	time	time	NOUN
ajst-32535	42	3	-	-	PUNCT
ajst-32535	42	4	domain	domain	NOUN
ajst-32535	42	5	focused	focus	VERB
ajst-32535	42	6	strategy	strategy	NOUN
ajst-32535	42	7	enables	enable	VERB
ajst-32535	42	8	more	more	ADV
ajst-32535	42	9	precise	precise	ADJ
ajst-32535	42	10	separation	separation	NOUN
ajst-32535	42	11	of	of	ADP
ajst-32535	42	12	respiratory	respiratory	ADJ
ajst-32535	42	13	signals	signal	NOUN
ajst-32535	42	14	while	while	SCONJ
ajst-32535	42	15	circumventing	circumvent	VERB
ajst-32535	42	16	frequency	frequency	NOUN
ajst-32535	42	17	-	-	PUNCT
ajst-32535	42	18	domain	domain	NOUN
ajst-32535	42	19	noise	noise	NOUN
ajst-32535	42	20	interference	interference	NOUN
ajst-32535	42	21	.	.	PUNCT
ajst-32535	43	1	to	to	PART
ajst-32535	43	2	eliminate	eliminate	VERB
ajst-32535	43	3	amplitude	amplitude	NOUN
ajst-32535	43	4	and	and	CCONJ
ajst-32535	43	5	phase	phase	NOUN
ajst-32535	43	6	distortions	distortion	NOUN
ajst-32535	43	7	caused	cause	VERB
ajst-32535	43	8	by	by	ADP
ajst-32535	43	9	measurement	measurement	NOUN
ajst-32535	43	10	errors	error	NOUN
ajst-32535	43	11	,	,	PUNCT
ajst-32535	43	12	the	the	DET
ajst-32535	43	13	literature	literature	NOUN
ajst-32535	43	14	proposes	propose	VERB
ajst-32535	43	15	a	a	DET
ajst-32535	43	16	dual	dual	ADJ
ajst-32535	43	17	calibration	calibration	NOUN
ajst-32535	43	18	mechanism	mechanism	NOUN
ajst-32535	43	19	for	for	ADP
ajst-32535	43	20	csi	csi	PROPN
ajst-32535	43	21	calibration	calibration	NOUN
ajst-32535	43	22	.	.	PUNCT
ajst-32535	44	1	this	this	DET
ajst-32535	44	2	method	method	NOUN
ajst-32535	44	3	preserves	preserve	VERB
ajst-32535	44	4	true	true	ADJ
ajst-32535	44	5	phase	phase	NOUN
ajst-32535	44	6	information	information	NOUN
ajst-32535	44	7	,	,	PUNCT
ajst-32535	44	8	avoiding	avoid	VERB
ajst-32535	44	9	signal	signal	NOUN
ajst-32535	44	10	loss	loss	NOUN
ajst-32535	44	11	associated	associate	VERB
ajst-32535	44	12	with	with	ADP
ajst-32535	44	13	independent	independent	ADJ
ajst-32535	44	14	amplitude	amplitude	NOUN
ajst-32535	44	15	-	-	PUNCT
ajst-32535	44	16	phase	phase	NOUN
ajst-32535	44	17	processing	processing	NOUN
ajst-32535	44	18	.	.	PUNCT
ajst-32535	45	1	the	the	DET
ajst-32535	45	2	calibrated	calibrate	VERB
ajst-32535	45	3	complex	complex	ADJ
ajst-32535	45	4	csi	csi	NOUN
ajst-32535	45	5	or	or	CCONJ
ajst-32535	45	6	cir	cir	NOUN
ajst-32535	45	7	is	be	AUX
ajst-32535	45	8	employed	employ	VERB
ajst-32535	45	9	for	for	ADP
ajst-32535	45	10	respiratory	respiratory	ADJ
ajst-32535	45	11	rate	rate	NOUN
ajst-32535	45	12	detection	detection	NOUN
ajst-32535	45	13	,	,	PUNCT
ajst-32535	45	14	utilising	utilise	VERB
ajst-32535	45	15	a	a	DET
ajst-32535	45	16	band	band	NOUN
ajst-32535	45	17	of	of	ADP
ajst-32535	45	18	interest	interest	NOUN
ajst-32535	45	19	(	(	PUNCT
ajst-32535	45	20	boi	boi	NOUN
ajst-32535	45	21	)	)	PUNCT
ajst-32535	45	22	scoring	scoring	NOUN
ajst-32535	45	23	method	method	NOUN
ajst-32535	45	24	to	to	PART
ajst-32535	45	25	select	select	VERB
ajst-32535	45	26	sensitive	sensitive	ADJ
ajst-32535	45	27	subcarriers	subcarrier	NOUN
ajst-32535	45	28	or	or	CCONJ
ajst-32535	45	29	time	time	NOUN
ajst-32535	45	30	-	-	PUNCT
ajst-32535	45	31	delay	delay	NOUN
ajst-32535	45	32	components	component	NOUN
ajst-32535	45	33	.	.	PUNCT
ajst-32535	46	1	scoring	scoring	NOUN
ajst-32535	46	2	is	be	AUX
ajst-32535	46	3	based	base	VERB
ajst-32535	46	4	on	on	ADP
ajst-32535	46	5	power	power	NOUN
ajst-32535	46	6	spectrum	spectrum	NOUN
ajst-32535	46	7	density	density	NOUN
ajst-32535	46	8	(	(	PUNCT
ajst-32535	46	9	psd	psd	NOUN
ajst-32535	46	10	)	)	PUNCT
ajst-32535	46	11	.	.	PUNCT
ajst-32535	47	1	ultimately	ultimately	ADV
ajst-32535	47	2	,	,	PUNCT
ajst-32535	47	3	the	the	DET
ajst-32535	47	4	psd	psd	PROPN
ajst-32535	47	5	detection	detection	NOUN
ajst-32535	47	6	method	method	NOUN
ajst-32535	47	7	identifies	identify	VERB
ajst-32535	47	8	psd	psd	NOUN
ajst-32535	47	9	peaks	peak	NOUN
ajst-32535	47	10	within	within	ADP
ajst-32535	47	11	the	the	DET
ajst-32535	47	12	0.2–0.5	0.2–0.5	ADV
ajst-32535	47	13	hz	hz	VERB
ajst-32535	47	14	frequency	frequency	NOUN
ajst-32535	47	15	band	band	NOUN
ajst-32535	47	16	as	as	ADP
ajst-32535	47	17	respiratory	respiratory	ADJ
ajst-32535	47	18	rate	rate	NOUN
ajst-32535	47	19	estimates	estimate	NOUN
ajst-32535	47	20	,	,	PUNCT
ajst-32535	47	21	circumventing	circumvent	VERB
ajst-32535	47	22	the	the	DET
ajst-32535	47	23	noise	noise	NOUN
ajst-32535	47	24	sensitivity	sensitivity	NOUN
ajst-32535	47	25	issues	issue	NOUN
ajst-32535	47	26	inherent	inherent	ADJ
ajst-32535	47	27	in	in	ADP
ajst-32535	47	28	traditional	traditional	ADJ
ajst-32535	47	29	peak	peak	NOUN
ajst-32535	47	30	detection	detection	NOUN
ajst-32535	47	31	.	.	PUNCT
ajst-32535	48	1	this	this	DET
ajst-32535	48	2	approach	approach	NOUN
ajst-32535	48	3	demonstrates	demonstrate	VERB
ajst-32535	48	4	high	high	ADJ
ajst-32535	48	5	monitoring	monitoring	NOUN
ajst-32535	48	6	accuracy	accuracy	NOUN
ajst-32535	48	7	,	,	PUNCT
ajst-32535	48	8	with	with	ADP
ajst-32535	48	9	86	86	NUM
ajst-32535	48	10	%	%	NOUN
ajst-32535	48	11	of	of	ADP
ajst-32535	48	12	respiratory	respiratory	ADJ
ajst-32535	48	13	rate	rate	NOUN
ajst-32535	48	14	estimation	estimation	NOUN
ajst-32535	48	15	errors	error	NOUN
ajst-32535	48	16	below	below	ADP
ajst-32535	48	17	0.5	0.5	NUM
ajst-32535	48	18	bpm	bpm	NOUN
ajst-32535	48	19	in	in	ADP
ajst-32535	48	20	public	public	ADJ
ajst-32535	48	21	dataset	dataset	NOUN
ajst-32535	48	22	tests	test	NOUN
ajst-32535	48	23	.	.	PUNCT
ajst-32535	49	1	it	it	PRON
ajst-32535	49	2	exhibits	exhibit	VERB
ajst-32535	49	3	stable	stable	ADJ
ajst-32535	49	4	performance	performance	NOUN
ajst-32535	49	5	within	within	ADP
ajst-32535	49	6	the	the	DET
ajst-32535	49	7	0.2–0.5	0.2–0.5	NUM
ajst-32535	49	8	hz	hz	PRON
ajst-32535	49	9	respiratory	respiratory	ADJ
ajst-32535	49	10	range	range	NOUN
ajst-32535	49	11	and	and	CCONJ
ajst-32535	49	12	insensitivity	insensitivity	NOUN
ajst-32535	49	13	to	to	ADP
ajst-32535	49	14	positional	positional	ADJ
ajst-32535	49	15	changes	change	NOUN
ajst-32535	49	16	,	,	PUNCT
ajst-32535	49	17	proving	prove	VERB
ajst-32535	49	18	its	its	PRON
ajst-32535	49	19	robustness	robustness	NOUN
ajst-32535	49	20	.	.	PUNCT
ajst-32535	50	1	22	22	NUM
ajst-32535	51	1	the	the	DET
ajst-32535	51	2	drawbacks	drawback	NOUN
ajst-32535	51	3	include	include	VERB
ajst-32535	51	4	reliance	reliance	NOUN
ajst-32535	51	5	on	on	ADP
ajst-32535	51	6	multi	multi	ADJ
ajst-32535	51	7	-	-	ADJ
ajst-32535	51	8	antenna	antenna	ADJ
ajst-32535	51	9	mimo	mimo	PROPN
ajst-32535	51	10	systems	system	NOUN
ajst-32535	51	11	for	for	ADP
ajst-32535	51	12	phase	phase	NOUN
ajst-32535	51	13	differential	differential	NOUN
ajst-32535	51	14	support	support	NOUN
ajst-32535	51	15	,	,	PUNCT
ajst-32535	51	16	entailing	entail	VERB
ajst-32535	51	17	higher	high	ADJ
ajst-32535	51	18	hardware	hardware	NOUN
ajst-32535	51	19	costs	cost	NOUN
ajst-32535	51	20	.	.	PUNCT
ajst-32535	52	1	furthermore	furthermore	ADV
ajst-32535	52	2	,	,	PUNCT
ajst-32535	52	3	wifi	wifi	NOUN
ajst-32535	52	4	bandwidth	bandwidth	ADJ
ajst-32535	52	5	limitations	limitation	NOUN
ajst-32535	52	6	(	(	PUNCT
ajst-32535	52	7	40	40	NUM
ajst-32535	52	8	mhz	mhz	NOUN
ajst-32535	52	9	)	)	PUNCT
ajst-32535	52	10	impose	impose	VERB
ajst-32535	52	11	constraints	constraint	NOUN
ajst-32535	52	12	on	on	ADP
ajst-32535	52	13	time	time	NOUN
ajst-32535	52	14	-	-	PUNCT
ajst-32535	52	15	domain	domain	NOUN
ajst-32535	52	16	resolution	resolution	NOUN
ajst-32535	52	17	,	,	PUNCT
ajst-32535	52	18	adversely	adversely	ADV
ajst-32535	52	19	affecting	affect	VERB
ajst-32535	52	20	multipath	multipath	NOUN
ajst-32535	52	21	separation	separation	NOUN
ajst-32535	52	22	efficacy	efficacy	NOUN
ajst-32535	52	23	.	.	PUNCT
ajst-32535	53	1	2.1.2	2.1.2	NUM
ajst-32535	53	2	csi	csi	PROPN
ajst-32535	53	3	ratio	ratio	NOUN
ajst-32535	53	4	trajectory	trajectory	NOUN
ajst-32535	53	5	analysis	analysis	NOUN
ajst-32535	53	6	method	method	PROPN
ajst-32535	53	7	wei	wei	PROPN
ajst-32535	53	8	zhuang	zhuang	PROPN
ajst-32535	53	9	proposed	propose	VERB
ajst-32535	53	10	an	an	DET
ajst-32535	53	11	innovative	innovative	ADJ
ajst-32535	53	12	respiratory	respiratory	ADJ
ajst-32535	53	13	monitoring	monitoring	NOUN
ajst-32535	53	14	approach	approach	NOUN
ajst-32535	53	15	by	by	ADP
ajst-32535	53	16	tracking	track	VERB
ajst-32535	53	17	the	the	DET
ajst-32535	53	18	dynamic	dynamic	ADJ
ajst-32535	53	19	trajectory	trajectory	NOUN
ajst-32535	53	20	of	of	ADP
ajst-32535	53	21	csi	csi	ADJ
ajst-32535	53	22	ratios	ratio	NOUN
ajst-32535	53	23	on	on	ADP
ajst-32535	53	24	the	the	DET
ajst-32535	53	25	complex	complex	ADJ
ajst-32535	53	26	plane	plane	NOUN
ajst-32535	53	27	[	[	X
ajst-32535	53	28	5	5	NUM
ajst-32535	53	29	]	]	PUNCT
ajst-32535	53	30	.	.	PUNCT
ajst-32535	54	1	respiratory	respiratory	ADJ
ajst-32535	54	2	monitoring	monitoring	NOUN
ajst-32535	54	3	is	be	AUX
ajst-32535	54	4	achieved	achieve	VERB
ajst-32535	54	5	by	by	ADP
ajst-32535	54	6	tracing	trace	VERB
ajst-32535	54	7	the	the	DET
ajst-32535	54	8	movement	movement	NOUN
ajst-32535	54	9	of	of	ADP
ajst-32535	54	10	dual	dual	ADJ
ajst-32535	54	11	-	-	PUNCT
ajst-32535	54	12	link	link	NOUN
ajst-32535	54	13	csi	csi	ADJ
ajst-32535	54	14	ratios	ratio	NOUN
ajst-32535	54	15	across	across	ADP
ajst-32535	54	16	the	the	DET
ajst-32535	54	17	i	i	PROPN
ajst-32535	54	18	/	/	SYM
ajst-32535	54	19	q	q	PROPN
ajst-32535	54	20	complex	complex	ADJ
ajst-32535	54	21	plane	plane	NOUN
ajst-32535	54	22	.	.	PUNCT
ajst-32535	55	1	traditional	traditional	ADJ
ajst-32535	55	2	methods	method	NOUN
ajst-32535	55	3	relying	rely	VERB
ajst-32535	55	4	on	on	ADP
ajst-32535	55	5	csi	csi	ADJ
ajst-32535	55	6	amplitude	amplitude	NOUN
ajst-32535	55	7	or	or	CCONJ
ajst-32535	55	8	phase	phase	NOUN
ajst-32535	55	9	are	be	AUX
ajst-32535	55	10	susceptible	susceptible	ADJ
ajst-32535	55	11	to	to	ADP
ajst-32535	55	12	motion	motion	NOUN
ajst-32535	55	13	interference	interference	NOUN
ajst-32535	55	14	,	,	PUNCT
ajst-32535	55	15	leading	lead	VERB
ajst-32535	55	16	to	to	ADP
ajst-32535	55	17	inaccurate	inaccurate	ADJ
ajst-32535	55	18	cycle	cycle	NOUN
ajst-32535	55	19	counting	counting	NOUN
ajst-32535	55	20	.	.	PUNCT
ajst-32535	56	1	this	this	DET
ajst-32535	56	2	approach	approach	NOUN
ajst-32535	56	3	calculates	calculate	VERB
ajst-32535	56	4	the	the	DET
ajst-32535	56	5	csi	csi	PROPN
ajst-32535	56	6	ratio	ratio	NOUN
ajst-32535	56	7	across	across	ADP
ajst-32535	56	8	both	both	DET
ajst-32535	56	9	links	link	NOUN
ajst-32535	56	10	.	.	PUNCT
ajst-32535	57	1	this	this	DET
ajst-32535	57	2	ratio	ratio	NOUN
ajst-32535	57	3	eliminates	eliminate	VERB
ajst-32535	57	4	carrier	carrier	NOUN
ajst-32535	57	5	frequency	frequency	NOUN
ajst-32535	57	6	offset	offset	NOUN
ajst-32535	57	7	and	and	CCONJ
ajst-32535	57	8	packet	packet	NOUN
ajst-32535	57	9	detection	detection	NOUN
ajst-32535	57	10	delay	delay	NOUN
ajst-32535	57	11	noise	noise	NOUN
ajst-32535	57	12	,	,	PUNCT
ajst-32535	57	13	transforming	transform	VERB
ajst-32535	57	14	respiratory	respiratory	ADJ
ajst-32535	57	15	signals	signal	NOUN
ajst-32535	57	16	into	into	ADP
ajst-32535	57	17	dynamic	dynamic	ADJ
ajst-32535	57	18	trajectories	trajectory	NOUN
ajst-32535	57	19	on	on	ADP
ajst-32535	57	20	the	the	DET
ajst-32535	57	21	complex	complex	ADJ
ajst-32535	57	22	plane	plane	NOUN
ajst-32535	57	23	.	.	PUNCT
ajst-32535	58	1	the	the	DET
ajst-32535	58	2	core	core	NOUN
ajst-32535	58	3	discovery	discovery	NOUN
ajst-32535	58	4	:	:	PUNCT
ajst-32535	58	5	significant	significant	ADJ
ajst-32535	58	6	inflection	inflection	NOUN
ajst-32535	58	7	points	point	NOUN
ajst-32535	58	8	appear	appear	VERB
ajst-32535	58	9	in	in	ADP
ajst-32535	58	10	the	the	DET
ajst-32535	58	11	trajectory	trajectory	NOUN
ajst-32535	58	12	during	during	ADP
ajst-32535	58	13	exhalation	exhalation	NOUN
ajst-32535	58	14	/	/	SYM
ajst-32535	58	15	inhalation	inhalation	NOUN
ajst-32535	58	16	transitions	transition	NOUN
ajst-32535	58	17	,	,	PUNCT
ajst-32535	58	18	enabling	enable	VERB
ajst-32535	58	19	precise	precise	ADJ
ajst-32535	58	20	respiratory	respiratory	ADJ
ajst-32535	58	21	cycle	cycle	NOUN
ajst-32535	58	22	localisation	localisation	NOUN
ajst-32535	58	23	.	.	PUNCT
ajst-32535	59	1	regarding	regard	VERB
ajst-32535	59	2	key	key	ADJ
ajst-32535	59	3	technological	technological	ADJ
ajst-32535	59	4	breakthroughs	breakthrough	NOUN
ajst-32535	59	5	,	,	PUNCT
ajst-32535	59	6	a	a	DET
ajst-32535	59	7	dispersion	dispersion	NOUN
ajst-32535	59	8	model	model	NOUN
ajst-32535	59	9	is	be	AUX
ajst-32535	59	10	proposed	propose	VERB
ajst-32535	59	11	to	to	PART
ajst-32535	59	12	mark	mark	VERB
ajst-32535	59	13	points	point	NOUN
ajst-32535	59	14	of	of	ADP
ajst-32535	59	15	significant	significant	ADJ
ajst-32535	59	16	motion	motion	NOUN
ajst-32535	59	17	interference	interference	NOUN
ajst-32535	59	18	.	.	PUNCT
ajst-32535	60	1	the	the	DET
ajst-32535	60	2	dispersion	dispersion	NOUN
ajst-32535	60	3	of	of	ADP
ajst-32535	60	4	trajectory	trajectory	NOUN
ajst-32535	60	5	samples	sample	NOUN
ajst-32535	60	6	within	within	ADP
ajst-32535	60	7	a	a	DET
ajst-32535	60	8	computational	computational	ADJ
ajst-32535	60	9	time	time	NOUN
ajst-32535	60	10	window	window	NOUN
ajst-32535	60	11	is	be	AUX
ajst-32535	60	12	calculated	calculate	VERB
ajst-32535	60	13	.	.	PUNCT
ajst-32535	61	1	gaussian	gaussian	ADJ
ajst-32535	61	2	process	process	NOUN
ajst-32535	61	3	regression	regression	NOUN
ajst-32535	61	4	is	be	AUX
ajst-32535	61	5	employed	employ	VERB
ajst-32535	61	6	for	for	ADP
ajst-32535	61	7	non	non	ADJ
ajst-32535	61	8	-	-	ADJ
ajst-32535	61	9	uniform	uniform	ADJ
ajst-32535	61	10	sampling	sample	VERB
ajst-32535	61	11	interpolation	interpolation	NOUN
ajst-32535	61	12	,	,	PUNCT
ajst-32535	61	13	utilising	utilise	VERB
ajst-32535	61	14	radial	radial	ADJ
ajst-32535	61	15	basis	basis	NOUN
ajst-32535	61	16	functions	function	NOUN
ajst-32535	61	17	(	(	PUNCT
ajst-32535	61	18	rbf	rbf	PROPN
ajst-32535	61	19	)	)	PUNCT
ajst-32535	61	20	as	as	ADP
ajst-32535	61	21	the	the	DET
ajst-32535	61	22	kernel	kernel	PROPN
ajst-32535	61	23	function	function	PROPN
ajst-32535	61	24	.	.	PUNCT
ajst-32535	62	1	trajectories	trajectory	NOUN
ajst-32535	62	2	are	be	AUX
ajst-32535	62	3	fitted	fit	VERB
ajst-32535	62	4	using	use	VERB
ajst-32535	62	5	spline	spline	NOUN
ajst-32535	62	6	curves	curve	NOUN
ajst-32535	62	7	to	to	PART
ajst-32535	62	8	identify	identify	VERB
ajst-32535	62	9	inflection	inflection	NOUN
ajst-32535	62	10	points	point	NOUN
ajst-32535	62	11	corresponding	correspond	VERB
ajst-32535	62	12	to	to	ADP
ajst-32535	62	13	respiratory	respiratory	ADJ
ajst-32535	62	14	transitions	transition	NOUN
ajst-32535	62	15	.	.	PUNCT
ajst-32535	63	1	an	an	DET
ajst-32535	63	2	algorithm	algorithm	NOUN
ajst-32535	63	3	for	for	ADP
ajst-32535	63	4	respiratory	respiratory	ADJ
ajst-32535	63	5	segment	segment	NOUN
ajst-32535	63	6	extraction	extraction	NOUN
ajst-32535	63	7	is	be	AUX
ajst-32535	63	8	designed	design	VERB
ajst-32535	63	9	,	,	PUNCT
ajst-32535	63	10	reconstructing	reconstruct	VERB
ajst-32535	63	11	respiratory	respiratory	ADJ
ajst-32535	63	12	waveforms	waveform	NOUN
ajst-32535	63	13	based	base	VERB
ajst-32535	63	14	on	on	ADP
ajst-32535	63	15	changes	change	NOUN
ajst-32535	63	16	in	in	ADP
ajst-32535	63	17	trajectory	trajectory	NOUN
ajst-32535	63	18	path	path	NOUN
ajst-32535	63	19	length	length	NOUN
ajst-32535	63	20	.	.	PUNCT
ajst-32535	64	1	the	the	DET
ajst-32535	64	2	method	method	NOUN
ajst-32535	64	3	's	's	PART
ajst-32535	64	4	advantages	advantage	NOUN
ajst-32535	64	5	include	include	VERB
ajst-32535	64	6	an	an	DET
ajst-32535	64	7	average	average	ADJ
ajst-32535	64	8	error	error	NOUN
ajst-32535	64	9	rate	rate	NOUN
ajst-32535	64	10	(	(	PUNCT
ajst-32535	64	11	aer	aer	PROPN
ajst-32535	64	12	)	)	PUNCT
ajst-32535	64	13	below	below	ADP
ajst-32535	64	14	0.35	0.35	NUM
ajst-32535	64	15	bpm	bpm	NOUN
ajst-32535	64	16	during	during	ADP
ajst-32535	64	17	static	static	ADJ
ajst-32535	64	18	conditions	condition	NOUN
ajst-32535	64	19	,	,	PUNCT
ajst-32535	64	20	an	an	DET
ajst-32535	64	21	average	average	ADJ
ajst-32535	64	22	accuracy	accuracy	NOUN
ajst-32535	64	23	(	(	PUNCT
ajst-32535	64	24	acc	acc	PROPN
ajst-32535	64	25	)	)	PUNCT
ajst-32535	64	26	exceeding	exceed	VERB
ajst-32535	64	27	93	93	NUM
ajst-32535	64	28	%	%	NOUN
ajst-32535	64	29	,	,	PUNCT
ajst-32535	64	30	and	and	CCONJ
ajst-32535	64	31	the	the	DET
ajst-32535	64	32	ability	ability	NOUN
ajst-32535	64	33	to	to	PART
ajst-32535	64	34	utilise	utilise	VERB
ajst-32535	64	35	commercially	commercially	ADV
ajst-32535	64	36	available	available	ADJ
ajst-32535	64	37	wifi	wifi	NOUN
ajst-32535	64	38	equipment	equipment	NOUN
ajst-32535	64	39	for	for	ADP
ajst-32535	64	40	monitoring	monitoring	NOUN
ajst-32535	64	41	,	,	PUNCT
ajst-32535	64	42	offering	offer	VERB
ajst-32535	64	43	low	low	ADJ
ajst-32535	64	44	-	-	PUNCT
ajst-32535	64	45	cost	cost	NOUN
ajst-32535	64	46	and	and	CCONJ
ajst-32535	64	47	easy	easy	ADJ
ajst-32535	64	48	deployment	deployment	NOUN
ajst-32535	64	49	.	.	PUNCT
ajst-32535	65	1	static	static	ADJ
ajst-32535	65	2	signal	signal	NOUN
ajst-32535	65	3	removal	removal	NOUN
ajst-32535	65	4	and	and	CCONJ
ajst-32535	65	5	the	the	DET
ajst-32535	65	6	dispersion	dispersion	NOUN
ajst-32535	65	7	model	model	NOUN
ajst-32535	65	8	significantly	significantly	ADV
ajst-32535	65	9	reduce	reduce	VERB
ajst-32535	65	10	interference	interference	NOUN
ajst-32535	65	11	from	from	ADP
ajst-32535	65	12	environmental	environmental	ADJ
ajst-32535	65	13	static	static	ADJ
ajst-32535	65	14	objects	object	NOUN
ajst-32535	65	15	and	and	CCONJ
ajst-32535	65	16	large	large	ADJ
ajst-32535	65	17	human	human	ADJ
ajst-32535	65	18	movements	movement	NOUN
ajst-32535	65	19	,	,	PUNCT
ajst-32535	65	20	enhancing	enhance	VERB
ajst-32535	65	21	monitoring	monitoring	NOUN
ajst-32535	65	22	accuracy	accuracy	NOUN
ajst-32535	65	23	.	.	PUNCT
ajst-32535	66	1	a	a	DET
ajst-32535	66	2	limitation	limitation	NOUN
ajst-32535	66	3	of	of	ADP
ajst-32535	66	4	this	this	DET
ajst-32535	66	5	approach	approach	NOUN
ajst-32535	66	6	is	be	AUX
ajst-32535	66	7	its	its	PRON
ajst-32535	66	8	sensitivity	sensitivity	NOUN
ajst-32535	66	9	to	to	ADP
ajst-32535	66	10	subject	subject	NOUN
ajst-32535	66	11	movement	movement	NOUN
ajst-32535	66	12	;	;	PUNCT
ajst-32535	66	13	sustained	sustain	VERB
ajst-32535	66	14	physical	physical	ADJ
ajst-32535	66	15	activity	activity	NOUN
ajst-32535	66	16	such	such	ADJ
ajst-32535	66	17	as	as	ADP
ajst-32535	66	18	turning	turn	VERB
ajst-32535	66	19	over	over	ADP
ajst-32535	66	20	or	or	CCONJ
ajst-32535	66	21	walking	walk	VERB
ajst-32535	66	22	,	,	PUNCT
ajst-32535	66	23	substantially	substantially	ADV
ajst-32535	66	24	reduces	reduce	VERB
ajst-32535	66	25	monitoring	monitoring	NOUN
ajst-32535	66	26	precision	precision	NOUN
ajst-32535	66	27	.	.	PUNCT
ajst-32535	67	1	furthermore	furthermore	ADV
ajst-32535	67	2	,	,	PUNCT
ajst-32535	67	3	the	the	DET
ajst-32535	67	4	method	method	NOUN
ajst-32535	67	5	involves	involve	VERB
ajst-32535	67	6	steps	step	NOUN
ajst-32535	67	7	including	include	VERB
ajst-32535	67	8	gaussian	gaussian	ADJ
ajst-32535	67	9	regression	regression	NOUN
ajst-32535	67	10	and	and	CCONJ
ajst-32535	67	11	curve	curve	VERB
ajst-32535	67	12	fitting	fitting	ADJ
ajst-32535	67	13	,	,	PUNCT
ajst-32535	67	14	necessitating	necessitate	VERB
ajst-32535	67	15	consideration	consideration	NOUN
ajst-32535	67	16	of	of	ADP
ajst-32535	67	17	computational	computational	ADJ
ajst-32535	67	18	complexity	complexity	NOUN
ajst-32535	67	19	.	.	PUNCT
ajst-32535	68	1	2.2	2.2	NUM
ajst-32535	68	2	heart	heart	NOUN
ajst-32535	68	3	rate	rate	NOUN
ajst-32535	68	4	monitoring	monitoring	NOUN
ajst-32535	68	5	techniques	technique	NOUN
ajst-32535	68	6	2.2.1	2.2.1	NUM
ajst-32535	68	7	end	end	NOUN
ajst-32535	68	8	-	-	PUNCT
ajst-32535	68	9	to	to	ADP
ajst-32535	68	10	-	-	PUNCT
ajst-32535	68	11	end	end	NOUN
ajst-32535	68	12	learning	learning	NOUN
ajst-32535	68	13	with	with	ADP
ajst-32535	68	14	cnns	cnns	PROPN
ajst-32535	68	15	hassan	hassan	PROPN
ajst-32535	68	16	ali	ali	PROPN
ajst-32535	68	17	sorgon	sorgon	PROPN
ajst-32535	68	18	proposed	propose	VERB
ajst-32535	68	19	a	a	DET
ajst-32535	68	20	human	human	ADJ
ajst-32535	68	21	activity	activity	NOUN
ajst-32535	68	22	and	and	CCONJ
ajst-32535	68	23	emotion	emotion	NOUN
ajst-32535	68	24	recognition	recognition	NOUN
ajst-32535	68	25	system	system	NOUN
ajst-32535	68	26	based	base	VERB
ajst-32535	68	27	on	on	ADP
ajst-32535	68	28	wifi	wifi	NOUN
ajst-32535	68	29	channel	channel	PROPN
ajst-32535	68	30	state	state	NOUN
ajst-32535	68	31	information	information	NOUN
ajst-32535	68	32	(	(	PUNCT
ajst-32535	68	33	csi	csi	ADJ
ajst-32535	68	34	)	)	PUNCT
ajst-32535	68	35	mechanisms	mechanism	NOUN
ajst-32535	68	36	,	,	PUNCT
ajst-32535	68	37	utilising	utilise	VERB
ajst-32535	68	38	machine	machine	NOUN
ajst-32535	68	39	learning	learn	VERB
ajst-32535	68	40	algorithms	algorithm	NOUN
ajst-32535	68	41	for	for	ADP
ajst-32535	68	42	modelling	model	VERB
ajst-32535	68	43	[	[	X
ajst-32535	68	44	6	6	NUM
ajst-32535	68	45	]	]	PUNCT
ajst-32535	68	46	.	.	PUNCT
ajst-32535	69	1	the	the	DET
ajst-32535	69	2	research	research	NOUN
ajst-32535	69	3	innovatively	innovatively	ADV
ajst-32535	69	4	utilises	utilise	VERB
ajst-32535	69	5	the	the	DET
ajst-32535	69	6	reflective	reflective	ADJ
ajst-32535	69	7	properties	property	NOUN
ajst-32535	69	8	of	of	ADP
ajst-32535	69	9	wi	wi	PROPN
ajst-32535	69	10	-	-	PUNCT
ajst-32535	69	11	fi	fi	NOUN
ajst-32535	69	12	channel	channel	NOUN
ajst-32535	69	13	state	state	NOUN
ajst-32535	69	14	information	information	NOUN
ajst-32535	69	15	(	(	PUNCT
ajst-32535	69	16	csi	csi	PROPN
ajst-32535	69	17	)	)	PUNCT
ajst-32535	69	18	for	for	ADP
ajst-32535	69	19	heart	heart	NOUN
ajst-32535	69	20	rate	rate	NOUN
ajst-32535	69	21	monitoring	monitoring	NOUN
ajst-32535	69	22	.	.	PUNCT
ajst-32535	70	1	the	the	DET
ajst-32535	70	2	hardware	hardware	NOUN
ajst-32535	70	3	configuration	configuration	NOUN
ajst-32535	70	4	comprises	comprise	VERB
ajst-32535	70	5	two	two	NUM
ajst-32535	70	6	esp32	esp32	ADJ
ajst-32535	70	7	-	-	PUNCT
ajst-32535	70	8	wroom-32u	wroom-32u	NOUN
ajst-32535	70	9	development	development	NOUN
ajst-32535	70	10	boards	board	NOUN
ajst-32535	70	11	,	,	PUNCT
ajst-32535	70	12	functioning	function	VERB
ajst-32535	70	13	as	as	ADP
ajst-32535	70	14	transmitter	transmitter	NOUN
ajst-32535	70	15	and	and	CCONJ
ajst-32535	70	16	receiver	receiver	NOUN
ajst-32535	70	17	respectively	respectively	ADV
ajst-32535	70	18	,	,	PUNCT
ajst-32535	70	19	positioned	position	VERB
ajst-32535	70	20	at	at	ADP
ajst-32535	70	21	a	a	DET
ajst-32535	70	22	fixed	fixed	ADJ
ajst-32535	70	23	3metre	3metre	NUM
ajst-32535	70	24	distance	distance	NOUN
ajst-32535	70	25	.	.	PUNCT
ajst-32535	71	1	csi	csi	PROPN
ajst-32535	71	2	data	datum	NOUN
ajst-32535	71	3	is	be	AUX
ajst-32535	71	4	collected	collect	VERB
ajst-32535	71	5	via	via	ADP
ajst-32535	71	6	the	the	DET
ajst-32535	71	7	esp	esp	ADJ
ajst-32535	71	8	csi	csi	ADJ
ajst-32535	71	9	toolkit	toolkit	NOUN
ajst-32535	71	10	,	,	PUNCT
ajst-32535	71	11	forming	form	VERB
ajst-32535	71	12	a	a	DET
ajst-32535	71	13	complex	complex	ADJ
ajst-32535	71	14	matrix	matrix	NOUN
ajst-32535	71	15	that	that	PRON
ajst-32535	71	16	captures	capture	VERB
ajst-32535	71	17	characteristics	characteristic	NOUN
ajst-32535	71	18	of	of	ADP
ajst-32535	71	19	signal	signal	ADJ
ajst-32535	71	20	propagation	propagation	NOUN
ajst-32535	71	21	including	include	VERB
ajst-32535	71	22	amplitude	amplitude	NOUN
ajst-32535	71	23	attenuation	attenuation	NOUN
ajst-32535	71	24	,	,	PUNCT
ajst-32535	71	25	phase	phase	NOUN
ajst-32535	71	26	shift	shift	NOUN
ajst-32535	71	27	,	,	PUNCT
ajst-32535	71	28	and	and	CCONJ
ajst-32535	71	29	multipath	multipath	NOUN
ajst-32535	71	30	effects	effect	NOUN
ajst-32535	71	31	.	.	PUNCT
ajst-32535	72	1	the	the	DET
ajst-32535	72	2	raw	raw	ADJ
ajst-32535	72	3	csi	csi	PROPN
ajst-32535	72	4	data	datum	NOUN
ajst-32535	72	5	undergoes	undergo	VERB
ajst-32535	72	6	three	three	NUM
ajst-32535	72	7	critical	critical	ADJ
ajst-32535	72	8	preprocessing	preprocessing	NOUN
ajst-32535	72	9	steps	step	NOUN
ajst-32535	72	10	:	:	PUNCT
ajst-32535	72	11	noise	noise	NOUN
ajst-32535	72	12	reduction	reduction	NOUN
ajst-32535	72	13	,	,	PUNCT
ajst-32535	72	14	matrix	matrix	NOUN
ajst-32535	72	15	reshaping	reshaping	NOUN
ajst-32535	72	16	,	,	PUNCT
ajst-32535	72	17	and	and	CCONJ
ajst-32535	72	18	normalisation	normalisation	NOUN
ajst-32535	72	19	.	.	PUNCT
ajst-32535	73	1	this	this	DET
ajst-32535	73	2	process	process	NOUN
ajst-32535	73	3	leverages	leverage	VERB
ajst-32535	73	4	the	the	DET
ajst-32535	73	5	spatial	spatial	ADJ
ajst-32535	73	6	geometric	geometric	ADJ
ajst-32535	73	7	information	information	NOUN
ajst-32535	73	8	within	within	ADP
ajst-32535	73	9	csi	csi	PROPN
ajst-32535	73	10	to	to	PART
ajst-32535	73	11	map	map	VERB
ajst-32535	73	12	wireless	wireless	ADJ
ajst-32535	73	13	signal	signal	NOUN
ajst-32535	73	14	reflection	reflection	NOUN
ajst-32535	73	15	characteristics	characteristic	NOUN
ajst-32535	73	16	onto	onto	ADP
ajst-32535	73	17	patterns	pattern	NOUN
ajst-32535	73	18	of	of	ADP
ajst-32535	73	19	human	human	ADJ
ajst-32535	73	20	heart	heart	NOUN
ajst-32535	73	21	rate	rate	NOUN
ajst-32535	73	22	variation	variation	NOUN
ajst-32535	73	23	.	.	PUNCT
ajst-32535	74	1	a	a	DET
ajst-32535	74	2	dedicated	dedicated	ADJ
ajst-32535	74	3	convolutional	convolutional	ADJ
ajst-32535	74	4	neural	neural	ADJ
ajst-32535	74	5	network	network	NOUN
ajst-32535	74	6	was	be	AUX
ajst-32535	74	7	designed	design	VERB
ajst-32535	74	8	to	to	PART
ajst-32535	74	9	achieve	achieve	VERB
ajst-32535	74	10	end	end	NOUN
ajst-32535	74	11	-	-	PUNCT
ajst-32535	74	12	to	to	ADP
ajst-32535	74	13	-	-	PUNCT
ajst-32535	74	14	end	end	NOUN
ajst-32535	74	15	heart	heart	NOUN
ajst-32535	74	16	rate	rate	NOUN
ajst-32535	74	17	estimation	estimation	NOUN
ajst-32535	74	18	.	.	PUNCT
ajst-32535	75	1	the	the	DET
ajst-32535	75	2	model	model	NOUN
ajst-32535	75	3	was	be	AUX
ajst-32535	75	4	trained	train	VERB
ajst-32535	75	5	using	use	VERB
ajst-32535	75	6	synchronously	synchronously	ADV
ajst-32535	75	7	annotated	annotate	VERB
ajst-32535	75	8	data	datum	NOUN
ajst-32535	75	9	(	(	PUNCT
ajst-32535	75	10	gt	gt	PROPN
ajst-32535	75	11	)	)	PUNCT
ajst-32535	75	12	from	from	ADP
ajst-32535	75	13	smartwatches	smartwatche	NOUN
ajst-32535	75	14	,	,	PUNCT
ajst-32535	75	15	with	with	SCONJ
ajst-32535	75	16	adam	adam	PROPN
ajst-32535	75	17	algorithm	algorithm	PROPN
ajst-32535	75	18	parameter	parameter	PROPN
ajst-32535	75	19	updates	update	VERB
ajst-32535	75	20	to	to	PART
ajst-32535	75	21	prevent	prevent	VERB
ajst-32535	75	22	overfitting	overfitting	NOUN
ajst-32535	75	23	in	in	ADP
ajst-32535	75	24	the	the	DET
ajst-32535	75	25	validation	validation	NOUN
ajst-32535	75	26	set	set	NOUN
ajst-32535	75	27	.	.	PUNCT
ajst-32535	76	1	by	by	ADP
ajst-32535	76	2	analysing	analyse	VERB
ajst-32535	76	3	signal	signal	NOUN
ajst-32535	76	4	disturbances	disturbance	NOUN
ajst-32535	76	5	caused	cause	VERB
ajst-32535	76	6	by	by	ADP
ajst-32535	76	7	blood	blood	NOUN
ajst-32535	76	8	volume	volume	NOUN
ajst-32535	76	9	changes	change	NOUN
ajst-32535	76	10	,	,	PUNCT
ajst-32535	76	11	the	the	DET
ajst-32535	76	12	model	model	NOUN
ajst-32535	76	13	achieved	achieve	VERB
ajst-32535	76	14	a	a	DET
ajst-32535	76	15	96	96	NUM
ajst-32535	76	16	%	%	NOUN
ajst-32535	76	17	test	test	NOUN
ajst-32535	76	18	accuracy	accuracy	NOUN
ajst-32535	76	19	rate	rate	NOUN
ajst-32535	76	20	.	.	PUNCT
ajst-32535	77	1	the	the	DET
ajst-32535	77	2	method	method	NOUN
ajst-32535	77	3	's	's	PART
ajst-32535	77	4	advantages	advantage	NOUN
ajst-32535	77	5	include	include	VERB
ajst-32535	77	6	:	:	PUNCT
ajst-32535	77	7	avoiding	avoid	VERB
ajst-32535	77	8	manual	manual	ADJ
ajst-32535	77	9	feature	feature	NOUN
ajst-32535	77	10	engineering	engineering	NOUN
ajst-32535	77	11	through	through	ADP
ajst-32535	77	12	automatic	automatic	ADJ
ajst-32535	77	13	extraction	extraction	NOUN
ajst-32535	77	14	of	of	ADP
ajst-32535	77	15	effective	effective	ADJ
ajst-32535	77	16	features	feature	NOUN
ajst-32535	77	17	;	;	PUNCT
ajst-32535	77	18	claimed	claim	VERB
ajst-32535	77	19	high	high	ADJ
ajst-32535	77	20	accuracy	accuracy	NOUN
ajst-32535	77	21	of	of	ADP
ajst-32535	77	22	96	96	NUM
ajst-32535	77	23	%	%	NOUN
ajst-32535	77	24	;	;	PUNCT
ajst-32535	77	25	reduced	reduce	VERB
ajst-32535	77	26	deployment	deployment	NOUN
ajst-32535	77	27	costs	cost	NOUN
ajst-32535	77	28	via	via	ADP
ajst-32535	77	29	inexpensive	inexpensive	ADJ
ajst-32535	77	30	iot	iot	NOUN
ajst-32535	77	31	devices	device	NOUN
ajst-32535	77	32	.	.	PUNCT
ajst-32535	78	1	23	23	NUM
ajst-32535	79	1	the	the	DET
ajst-32535	79	2	method	method	NOUN
ajst-32535	79	3	's	's	PART
ajst-32535	79	4	limitations	limitation	NOUN
ajst-32535	79	5	include	include	VERB
ajst-32535	79	6	its	its	PRON
ajst-32535	79	7	status	status	NOUN
ajst-32535	79	8	as	as	ADP
ajst-32535	79	9	a	a	DET
ajst-32535	79	10	black	black	ADJ
ajst-32535	79	11	-	-	PUNCT
ajst-32535	79	12	box	box	NOUN
ajst-32535	79	13	model	model	NOUN
ajst-32535	79	14	,	,	PUNCT
ajst-32535	79	15	resulting	result	VERB
ajst-32535	79	16	in	in	ADP
ajst-32535	79	17	poor	poor	ADJ
ajst-32535	79	18	interpretability	interpretability	NOUN
ajst-32535	79	19	and	and	CCONJ
ajst-32535	79	20	difficulty	difficulty	NOUN
ajst-32535	79	21	analysing	analyse	VERB
ajst-32535	79	22	failure	failure	NOUN
ajst-32535	79	23	cases	case	NOUN
ajst-32535	79	24	;	;	PUNCT
ajst-32535	79	25	strong	strong	ADJ
ajst-32535	79	26	data	datum	NOUN
ajst-32535	79	27	dependency	dependency	NOUN
ajst-32535	79	28	requiring	require	VERB
ajst-32535	79	29	substantial	substantial	ADJ
ajst-32535	79	30	annotated	annotate	VERB
ajst-32535	79	31	data	datum	NOUN
ajst-32535	79	32	for	for	ADP
ajst-32535	79	33	cnn	cnn	PROPN
ajst-32535	79	34	training	training	NOUN
ajst-32535	79	35	;	;	PUNCT
ajst-32535	79	36	and	and	CCONJ
ajst-32535	79	37	a	a	DET
ajst-32535	79	38	lack	lack	NOUN
ajst-32535	79	39	of	of	ADP
ajst-32535	79	40	validation	validation	NOUN
ajst-32535	79	41	in	in	ADP
ajst-32535	79	42	dynamic	dynamic	ADJ
ajst-32535	79	43	scenarios	scenario	NOUN
ajst-32535	79	44	,	,	PUNCT
ajst-32535	79	45	with	with	ADP
ajst-32535	79	46	testing	testing	NOUN
ajst-32535	79	47	confined	confine	VERB
ajst-32535	79	48	to	to	ADP
ajst-32535	79	49	static	static	ADJ
ajst-32535	79	50	conditions	condition	NOUN
ajst-32535	79	51	.	.	PUNCT
ajst-32535	80	1	2.2.2	2.2.2	NUM
ajst-32535	80	2	rotational	rotational	ADJ
ajst-32535	80	3	projection	projection	NOUN
ajst-32535	80	4	+	+	CCONJ
ajst-32535	80	5	hsr	hsr	NOUN
ajst-32535	80	6	subcarrier	subcarrier	NOUN
ajst-32535	80	7	selection	selection	NOUN
ajst-32535	80	8	technique	technique	NOUN
ajst-32535	80	9	sun	sun	PROPN
ajst-32535	80	10	junchong	junchong	PROPN
ajst-32535	80	11	proposed	propose	VERB
ajst-32535	80	12	an	an	DET
ajst-32535	80	13	innovative	innovative	ADJ
ajst-32535	80	14	non	non	ADJ
ajst-32535	80	15	-	-	ADJ
ajst-32535	80	16	contact	contact	ADJ
ajst-32535	80	17	heart	heart	NOUN
ajst-32535	80	18	rate	rate	NOUN
ajst-32535	80	19	monitoring	monitoring	NOUN
ajst-32535	80	20	method	method	NOUN
ajst-32535	80	21	based	base	VERB
ajst-32535	80	22	on	on	ADP
ajst-32535	80	23	wi	wi	PROPN
ajst-32535	80	24	-	-	PUNCT
ajst-32535	80	25	fi	fi	NOUN
ajst-32535	80	26	channel	channel	NOUN
ajst-32535	80	27	state	state	NOUN
ajst-32535	80	28	information	information	NOUN
ajst-32535	80	29	(	(	PUNCT
ajst-32535	80	30	csi	csi	PROPN
ajst-32535	80	31	)	)	PUNCT
ajst-32535	81	1	[	[	X
ajst-32535	81	2	7	7	NUM
ajst-32535	81	3	]	]	PUNCT
ajst-32535	81	4	.	.	PUNCT
ajst-32535	82	1	this	this	DET
ajst-32535	82	2	approach	approach	NOUN
ajst-32535	82	3	employs	employ	VERB
ajst-32535	82	4	rotational	rotational	ADJ
ajst-32535	82	5	projection	projection	NOUN
ajst-32535	82	6	technology	technology	NOUN
ajst-32535	82	7	to	to	PART
ajst-32535	82	8	integrate	integrate	VERB
ajst-32535	82	9	both	both	DET
ajst-32535	82	10	amplitude	amplitude	NOUN
ajst-32535	82	11	and	and	CCONJ
ajst-32535	82	12	phase	phase	NOUN
ajst-32535	82	13	information	information	NOUN
ajst-32535	82	14	from	from	ADP
ajst-32535	82	15	csi	csi	ADJ
ajst-32535	82	16	signals	signal	NOUN
ajst-32535	82	17	,	,	PUNCT
ajst-32535	82	18	thereby	thereby	ADV
ajst-32535	82	19	overcoming	overcome	VERB
ajst-32535	82	20	the	the	DET
ajst-32535	82	21	limitations	limitation	NOUN
ajst-32535	82	22	of	of	ADP
ajst-32535	82	23	traditional	traditional	ADJ
ajst-32535	82	24	single	single	ADJ
ajst-32535	82	25	-	-	PUNCT
ajst-32535	82	26	dimensional	dimensional	ADJ
ajst-32535	82	27	analysis	analysis	NOUN
ajst-32535	82	28	.	.	PUNCT
ajst-32535	83	1	the	the	DET
ajst-32535	83	2	research	research	NOUN
ajst-32535	83	3	designed	design	VERB
ajst-32535	83	4	a	a	DET
ajst-32535	83	5	csi	csi	PROPN
ajst-32535	83	6	ratio	ratio	NOUN
ajst-32535	83	7	model	model	NOUN
ajst-32535	83	8	and	and	CCONJ
ajst-32535	83	9	rotational	rotational	ADJ
ajst-32535	83	10	projection	projection	NOUN
ajst-32535	83	11	to	to	PART
ajst-32535	83	12	compute	compute	VERB
ajst-32535	83	13	the	the	DET
ajst-32535	83	14	csi	csi	PROPN
ajst-32535	83	15	ratio	ratio	NOUN
ajst-32535	83	16	for	for	ADP
ajst-32535	83	17	dual	dual	ADJ
ajst-32535	83	18	-	-	PUNCT
ajst-32535	83	19	receiver	receiver	NOUN
ajst-32535	83	20	antennas	antenna	NOUN
ajst-32535	83	21	,	,	PUNCT
ajst-32535	83	22	eliminating	eliminate	VERB
ajst-32535	83	23	carrier	carrier	NOUN
ajst-32535	83	24	frequency	frequency	NOUN
ajst-32535	83	25	offset	offset	NOUN
ajst-32535	83	26	(	(	PUNCT
ajst-32535	83	27	cfo	cfo	NOUN
ajst-32535	83	28	)	)	PUNCT
ajst-32535	83	29	and	and	CCONJ
ajst-32535	83	30	phase	phase	NOUN
ajst-32535	83	31	noise	noise	NOUN
ajst-32535	83	32	.	.	PUNCT
ajst-32535	84	1	on	on	ADP
ajst-32535	84	2	the	the	DET
ajst-32535	84	3	complex	complex	ADJ
ajst-32535	84	4	plane	plane	NOUN
ajst-32535	84	5	,	,	PUNCT
ajst-32535	84	6	the	the	DET
ajst-32535	84	7	real	real	ADJ
ajst-32535	84	8	part	part	NOUN
ajst-32535	84	9	(	(	PUNCT
ajst-32535	84	10	i	i	NOUN
ajst-32535	84	11	)	)	PUNCT
ajst-32535	84	12	and	and	CCONJ
ajst-32535	84	13	imaginary	imaginary	ADJ
ajst-32535	84	14	part	part	NOUN
ajst-32535	84	15	(	(	PUNCT
ajst-32535	84	16	q	q	X
ajst-32535	84	17	)	)	PUNCT
ajst-32535	84	18	were	be	AUX
ajst-32535	84	19	linearly	linearly	ADV
ajst-32535	84	20	combined	combine	VERB
ajst-32535	84	21	at	at	ADP
ajst-32535	84	22	angle	angle	NOUN
ajst-32535	84	23	θ	θ	PROPN
ajst-32535	84	24	to	to	PART
ajst-32535	84	25	generate	generate	VERB
ajst-32535	84	26	a	a	DET
ajst-32535	84	27	candidate	candidate	NOUN
ajst-32535	84	28	signal	signal	NOUN
ajst-32535	84	29	set	set	VERB
ajst-32535	84	30	,	,	PUNCT
ajst-32535	84	31	enhancing	enhance	VERB
ajst-32535	84	32	heartbeat	heartbeat	NOUN
ajst-32535	84	33	characteristics	characteristic	NOUN
ajst-32535	84	34	.	.	PUNCT
ajst-32535	85	1	concurrently	concurrently	ADV
ajst-32535	85	2	,	,	PUNCT
ajst-32535	85	3	a	a	DET
ajst-32535	85	4	savitzky	savitzky	NOUN
ajst-32535	85	5	-	-	PUNCT
ajst-32535	85	6	golay	golay	NOUN
ajst-32535	85	7	filter	filter	NOUN
ajst-32535	85	8	with	with	ADP
ajst-32535	85	9	an	an	DET
ajst-32535	85	10	adjustable	adjustable	ADJ
ajst-32535	85	11	window	window	NOUN
ajst-32535	85	12	size	size	NOUN
ajst-32535	85	13	was	be	AUX
ajst-32535	85	14	employed	employ	VERB
ajst-32535	85	15	to	to	PART
ajst-32535	85	16	smooth	smooth	VERB
ajst-32535	85	17	the	the	DET
ajst-32535	85	18	signal	signal	NOUN
ajst-32535	85	19	while	while	SCONJ
ajst-32535	85	20	preserving	preserve	VERB
ajst-32535	85	21	waveform	waveform	NOUN
ajst-32535	85	22	features	feature	NOUN
ajst-32535	85	23	.	.	PUNCT
ajst-32535	86	1	the	the	DET
ajst-32535	86	2	study	study	NOUN
ajst-32535	86	3	innovatively	innovatively	ADV
ajst-32535	86	4	proposes	propose	VERB
ajst-32535	86	5	the	the	DET
ajst-32535	86	6	heartbeat	heartbeat	NOUN
ajst-32535	86	7	sub	sub	ADJ
ajst-32535	86	8	-	-	ADJ
ajst-32535	86	9	component	component	ADJ
ajst-32535	86	10	ratio	ratio	NOUN
ajst-32535	86	11	(	(	PUNCT
ajst-32535	86	12	hsr	hsr	NOUN
ajst-32535	86	13	)	)	PUNCT
ajst-32535	86	14	metric	metric	NOUN
ajst-32535	86	15	to	to	PART
ajst-32535	86	16	achieve	achieve	VERB
ajst-32535	86	17	precise	precise	ADJ
ajst-32535	86	18	subcarrier	subcarrier	NOUN
ajst-32535	86	19	selection	selection	NOUN
ajst-32535	86	20	.	.	PUNCT
ajst-32535	87	1	this	this	DET
ajst-32535	87	2	quantifies	quantify	VERB
ajst-32535	87	3	the	the	DET
ajst-32535	87	4	ratio	ratio	NOUN
ajst-32535	87	5	of	of	ADP
ajst-32535	87	6	primary	primary	NOUN
ajst-32535	87	7	to	to	ADP
ajst-32535	87	8	secondary	secondary	ADJ
ajst-32535	87	9	energy	energy	NOUN
ajst-32535	87	10	peaks	peak	NOUN
ajst-32535	87	11	within	within	ADP
ajst-32535	87	12	the	the	DET
ajst-32535	87	13	heartbeat	heartbeat	NOUN
ajst-32535	87	14	frequency	frequency	NOUN
ajst-32535	87	15	band	band	NOUN
ajst-32535	87	16	(	(	PUNCT
ajst-32535	87	17	0.8–2.5	0.8–2.5	NUM
ajst-32535	87	18	hz	hz	NOUN
ajst-32535	87	19	)	)	PUNCT
ajst-32535	87	20	,	,	PUNCT
ajst-32535	87	21	where	where	SCONJ
ajst-32535	87	22	higher	high	ADJ
ajst-32535	87	23	values	value	NOUN
ajst-32535	87	24	indicate	indicate	VERB
ajst-32535	87	25	greater	great	ADJ
ajst-32535	87	26	heartbeat	heartbeat	NOUN
ajst-32535	87	27	sensitivity	sensitivity	NOUN
ajst-32535	87	28	.	.	PUNCT
ajst-32535	88	1	the	the	DET
ajst-32535	88	2	five	five	NUM
ajst-32535	88	3	subcarrier	subcarrier	NOUN
ajst-32535	88	4	peak	peak	NOUN
ajst-32535	88	5	frequencies	frequency	NOUN
ajst-32535	88	6	are	be	AUX
ajst-32535	88	7	integrated	integrate	VERB
ajst-32535	88	8	using	use	VERB
ajst-32535	88	9	normalised	normalise	VERB
ajst-32535	88	10	hsr	hsr	NOUN
ajst-32535	88	11	values	value	NOUN
ajst-32535	88	12	as	as	ADP
ajst-32535	88	13	weights	weight	NOUN
ajst-32535	88	14	.	.	PUNCT
ajst-32535	89	1	this	this	DET
ajst-32535	89	2	method	method	NOUN
ajst-32535	89	3	offers	offer	VERB
ajst-32535	89	4	robust	robust	ADJ
ajst-32535	89	5	interference	interference	NOUN
ajst-32535	89	6	resistance	resistance	NOUN
ajst-32535	89	7	,	,	PUNCT
ajst-32535	89	8	with	with	ADP
ajst-32535	89	9	the	the	DET
ajst-32535	89	10	hsr	hsr	PROPN
ajst-32535	89	11	metric	metric	NOUN
ajst-32535	89	12	effectively	effectively	ADV
ajst-32535	89	13	suppressing	suppress	VERB
ajst-32535	89	14	noise	noise	NOUN
ajst-32535	89	15	to	to	PART
ajst-32535	89	16	enhance	enhance	VERB
ajst-32535	89	17	the	the	DET
ajst-32535	89	18	signal	signal	NOUN
ajst-32535	89	19	-	-	PUNCT
ajst-32535	89	20	to	to	ADP
ajst-32535	89	21	-	-	PUNCT
ajst-32535	89	22	noise	noise	NOUN
ajst-32535	89	23	ratio	ratio	NOUN
ajst-32535	89	24	.	.	PUNCT
ajst-32535	90	1	it	it	PRON
ajst-32535	90	2	achieves	achieve	VERB
ajst-32535	90	3	high	high	ADJ
ajst-32535	90	4	precision	precision	NOUN
ajst-32535	90	5	,	,	PUNCT
ajst-32535	90	6	with	with	ADP
ajst-32535	90	7	a	a	DET
ajst-32535	90	8	median	median	ADJ
ajst-32535	90	9	error	error	NOUN
ajst-32535	90	10	of	of	ADP
ajst-32535	90	11	0.8	0.8	NUM
ajst-32535	90	12	bpm	bpm	NOUN
ajst-32535	90	13	—	—	PUNCT
ajst-32535	90	14	a	a	DET
ajst-32535	90	15	20	20	NUM
ajst-32535	90	16	%	%	NOUN
ajst-32535	90	17	improvement	improvement	NOUN
ajst-32535	90	18	over	over	ADP
ajst-32535	90	19	existing	exist	VERB
ajst-32535	90	20	techniques	technique	NOUN
ajst-32535	90	21	—	—	PUNCT
ajst-32535	90	22	and	and	CCONJ
ajst-32535	90	23	demonstrates	demonstrate	VERB
ajst-32535	90	24	strong	strong	ADJ
ajst-32535	90	25	environmental	environmental	ADJ
ajst-32535	90	26	robustness	robustness	NOUN
ajst-32535	90	27	,	,	PUNCT
ajst-32535	90	28	maintaining	maintain	VERB
ajst-32535	90	29	accuracy	accuracy	NOUN
ajst-32535	90	30	>	>	X
ajst-32535	90	31	96.5	96.5	NUM
ajst-32535	90	32	%	%	NOUN
ajst-32535	90	33	in	in	ADP
ajst-32535	90	34	both	both	DET
ajst-32535	90	35	conference	conference	NOUN
ajst-32535	90	36	room	room	NOUN
ajst-32535	90	37	and	and	CCONJ
ajst-32535	90	38	dormitory	dormitory	NOUN
ajst-32535	90	39	settings	setting	NOUN
ajst-32535	90	40	.	.	PUNCT
ajst-32535	91	1	the	the	DET
ajst-32535	91	2	method	method	NOUN
ajst-32535	91	3	's	's	PART
ajst-32535	91	4	drawbacks	drawback	NOUN
ajst-32535	91	5	include	include	VERB
ajst-32535	91	6	computational	computational	ADJ
ajst-32535	91	7	complexity	complexity	NOUN
ajst-32535	91	8	,	,	PUNCT
ajst-32535	91	9	with	with	ADP
ajst-32535	91	10	low	low	ADJ
ajst-32535	91	11	real	real	ADJ
ajst-32535	91	12	-	-	PUNCT
ajst-32535	91	13	time	time	NOUN
ajst-32535	91	14	performance	performance	NOUN
ajst-32535	91	15	for	for	ADP
ajst-32535	91	16	rotation	rotation	NOUN
ajst-32535	91	17	projection	projection	NOUN
ajst-32535	91	18	and	and	CCONJ
ajst-32535	91	19	wavelet	wavelet	NOUN
ajst-32535	91	20	decomposition	decomposition	NOUN
ajst-32535	91	21	requiring	require	VERB
ajst-32535	91	22	high	high	ADJ
ajst-32535	91	23	-	-	PUNCT
ajst-32535	91	24	performance	performance	NOUN
ajst-32535	91	25	equipment	equipment	NOUN
ajst-32535	91	26	;	;	PUNCT
ajst-32535	91	27	significant	significant	ADJ
ajst-32535	91	28	distance	distance	NOUN
ajst-32535	91	29	limitations	limitation	NOUN
ajst-32535	91	30	,	,	PUNCT
ajst-32535	91	31	where	where	SCONJ
ajst-32535	91	32	errors	error	NOUN
ajst-32535	91	33	rise	rise	VERB
ajst-32535	91	34	markedly	markedly	ADV
ajst-32535	91	35	to	to	ADP
ajst-32535	91	36	2.5	2.5	NUM
ajst-32535	91	37	bpm	bpm	NOUN
ajst-32535	91	38	beyond	beyond	ADP
ajst-32535	91	39	3	3	NUM
ajst-32535	91	40	metres	metre	NOUN
ajst-32535	91	41	;	;	PUNCT
ajst-32535	91	42	and	and	CCONJ
ajst-32535	91	43	demanding	demand	VERB
ajst-32535	91	44	hardware	hardware	NOUN
ajst-32535	91	45	requirements	requirement	NOUN
ajst-32535	91	46	necessitating	necessitate	VERB
ajst-32535	91	47	custom	custom	NOUN
ajst-32535	91	48	wi	wi	PROPN
ajst-32535	91	49	-	-	PUNCT
ajst-32535	91	50	fi	fi	NOUN
ajst-32535	91	51	devices	device	NOUN
ajst-32535	91	52	.	.	PUNCT
ajst-32535	92	1	3	3	X
ajst-32535	92	2	.	.	X
ajst-32535	92	3	system	system	NOUN
ajst-32535	92	4	analysis	analysis	NOUN
ajst-32535	92	5	and	and	CCONJ
ajst-32535	92	6	application	application	NOUN
ajst-32535	92	7	research	research	NOUN
ajst-32535	92	8	3.1	3.1	NUM
ajst-32535	92	9	non	non	ADJ
ajst-32535	92	10	-	-	NOUN
ajst-32535	92	11	contact	contact	ADJ
ajst-32535	92	12	monitoring	monitor	VERB
ajst-32535	92	13	the	the	DET
ajst-32535	92	14	vital	vital	ADJ
ajst-32535	92	15	signs	sign	NOUN
ajst-32535	92	16	monitoring	monitor	VERB
ajst-32535	92	17	system	system	NOUN
ajst-32535	92	18	employs	employ	VERB
ajst-32535	92	19	non	non	ADJ
ajst-32535	92	20	-	-	NOUN
ajst-32535	92	21	contact	contact	ADJ
ajst-32535	92	22	,	,	PUNCT
ajst-32535	92	23	passive	passive	ADJ
ajst-32535	92	24	sensing	sense	VERB
ajst-32535	92	25	technology	technology	NOUN
ajst-32535	92	26	to	to	PART
ajst-32535	92	27	collect	collect	VERB
ajst-32535	92	28	realtime	realtime	NOUN
ajst-32535	92	29	health	health	NOUN
ajst-32535	92	30	data	datum	NOUN
ajst-32535	92	31	without	without	ADP
ajst-32535	92	32	wearable	wearable	ADJ
ajst-32535	92	33	devices	device	NOUN
ajst-32535	92	34	,	,	PUNCT
ajst-32535	92	35	adapting	adapt	VERB
ajst-32535	92	36	to	to	PART
ajst-32535	92	37	diverse	diverse	VERB
ajst-32535	92	38	living	living	NOUN
ajst-32535	92	39	environments	environment	NOUN
ajst-32535	92	40	.	.	PUNCT
ajst-32535	93	1	yao	yao	PROPN
ajst-32535	93	2	ge	ge	PROPN
ajst-32535	93	3	noted	note	VERB
ajst-32535	93	4	that	that	SCONJ
ajst-32535	93	5	such	such	ADJ
ajst-32535	93	6	systems	system	NOUN
ajst-32535	93	7	capture	capture	VERB
ajst-32535	93	8	cough	cough	NOUN
ajst-32535	93	9	frequency	frequency	NOUN
ajst-32535	93	10	and	and	CCONJ
ajst-32535	93	11	respiratory	respiratory	ADJ
ajst-32535	93	12	distress	distress	NOUN
ajst-32535	93	13	patterns	pattern	NOUN
ajst-32535	93	14	non	non	ADJ
ajst-32535	93	15	-	-	ADJ
ajst-32535	93	16	invasively	invasively	ADV
ajst-32535	93	17	(	(	PUNCT
ajst-32535	93	18	e.g.	e.g.	ADV
ajst-32535	93	19	,	,	PUNCT
ajst-32535	93	20	the	the	DET
ajst-32535	93	21	wi	wi	PROPN
ajst-32535	93	22	-	-	PUNCT
ajst-32535	93	23	covid	covid	PROPN
ajst-32535	93	24	system	system	NOUN
ajst-32535	93	25	)	)	PUNCT
ajst-32535	93	26	,	,	PUNCT
ajst-32535	93	27	providing	provide	VERB
ajst-32535	93	28	early	early	ADJ
ajst-32535	93	29	symptom	symptom	NOUN
ajst-32535	93	30	screening	screen	VERB
ajst-32535	93	31	for	for	ADP
ajst-32535	93	32	isolation	isolation	NOUN
ajst-32535	93	33	wards	ward	NOUN
ajst-32535	93	34	and	and	CCONJ
ajst-32535	93	35	substantially	substantially	ADV
ajst-32535	93	36	reducing	reduce	VERB
ajst-32535	93	37	healthcare	healthcare	NOUN
ajst-32535	93	38	worker	worker	NOUN
ajst-32535	93	39	infection	infection	NOUN
ajst-32535	93	40	risks	risk	NOUN
ajst-32535	93	41	[	[	X
ajst-32535	93	42	8	8	NUM
ajst-32535	93	43	]	]	PUNCT
ajst-32535	93	44	.	.	PUNCT
ajst-32535	94	1	for	for	ADP
ajst-32535	94	2	chronic	chronic	ADJ
ajst-32535	94	3	disease	disease	NOUN
ajst-32535	94	4	patients	patient	NOUN
ajst-32535	94	5	,	,	PUNCT
ajst-32535	94	6	this	this	DET
ajst-32535	94	7	technology	technology	NOUN
ajst-32535	94	8	achieves	achieve	VERB
ajst-32535	94	9	groundbreaking	groundbreake	VERB
ajst-32535	94	10	long	long	ADJ
ajst-32535	94	11	-	-	PUNCT
ajst-32535	94	12	term	term	NOUN
ajst-32535	94	13	,	,	PUNCT
ajst-32535	94	14	unobtrusive	unobtrusive	ADJ
ajst-32535	94	15	home	home	NOUN
ajst-32535	94	16	monitoring	monitoring	NOUN
ajst-32535	94	17	:	:	PUNCT
ajst-32535	94	18	heart	heart	NOUN
ajst-32535	94	19	failure	failure	NOUN
ajst-32535	94	20	patients	patient	NOUN
ajst-32535	94	21	receive	receive	VERB
ajst-32535	94	22	72	72	NUM
ajst-32535	94	23	-	-	PUNCT
ajst-32535	94	24	hour	hour	NOUN
ajst-32535	94	25	advance	advance	NOUN
ajst-32535	94	26	warnings	warning	NOUN
ajst-32535	94	27	of	of	ADP
ajst-32535	94	28	acute	acute	ADJ
ajst-32535	94	29	episodes	episode	NOUN
ajst-32535	94	30	through	through	ADP
ajst-32535	94	31	resting	rest	VERB
ajst-32535	94	32	heart	heart	NOUN
ajst-32535	94	33	rate	rate	NOUN
ajst-32535	94	34	fluctuation	fluctuation	NOUN
ajst-32535	94	35	trends	trend	NOUN
ajst-32535	94	36	,	,	PUNCT
ajst-32535	94	37	while	while	SCONJ
ajst-32535	94	38	copd	copd	NOUN
ajst-32535	94	39	patients	patient	NOUN
ajst-32535	94	40	gain	gain	VERB
ajst-32535	94	41	dynamic	dynamic	ADJ
ajst-32535	94	42	respiratory	respiratory	ADJ
ajst-32535	94	43	function	function	NOUN
ajst-32535	94	44	tracking	track	VERB
ajst-32535	94	45	without	without	ADP
ajst-32535	94	46	cumbersome	cumbersome	ADJ
ajst-32535	94	47	equipment	equipment	NOUN
ajst-32535	94	48	.	.	PUNCT
ajst-32535	95	1	these	these	DET
ajst-32535	95	2	applications	application	NOUN
ajst-32535	95	3	integrate	integrate	VERB
ajst-32535	95	4	seamlessly	seamlessly	ADV
ajst-32535	95	5	into	into	ADP
ajst-32535	95	6	daily	daily	ADJ
ajst-32535	95	7	living	living	NOUN
ajst-32535	95	8	environments	environment	NOUN
ajst-32535	95	9	,	,	PUNCT
ajst-32535	95	10	utilising	utilise	VERB
ajst-32535	95	11	standard	standard	ADJ
ajst-32535	95	12	routers	router	NOUN
ajst-32535	95	13	as	as	ADP
ajst-32535	95	14	hardware	hardware	NOUN
ajst-32535	95	15	foundations	foundation	NOUN
ajst-32535	95	16	to	to	PART
ajst-32535	95	17	reduce	reduce	VERB
ajst-32535	95	18	medical	medical	ADJ
ajst-32535	95	19	-	-	PUNCT
ajst-32535	95	20	grade	grade	NOUN
ajst-32535	95	21	monitoring	monitoring	NOUN
ajst-32535	95	22	costs	cost	VERB
ajst-32535	95	23	to	to	ADP
ajst-32535	95	24	under	under	ADP
ajst-32535	95	25	$	$	SYM
ajst-32535	95	26	50	50	NUM
ajst-32535	95	27	,	,	PUNCT
ajst-32535	95	28	achieving	achieve	VERB
ajst-32535	95	29	seamless	seamless	ADJ
ajst-32535	95	30	coverage	coverage	NOUN
ajst-32535	95	31	from	from	ADP
ajst-32535	95	32	individual	individual	ADJ
ajst-32535	95	33	health	health	NOUN
ajst-32535	95	34	management	management	NOUN
ajst-32535	95	35	to	to	ADP
ajst-32535	95	36	public	public	ADJ
ajst-32535	95	37	health	health	NOUN
ajst-32535	95	38	protection	protection	NOUN
ajst-32535	95	39	.	.	PUNCT
ajst-32535	96	1	3.2	3.2	NUM
ajst-32535	96	2	sleep	sleep	NOUN
ajst-32535	96	3	quality	quality	NOUN
ajst-32535	96	4	assessment	assessment	NOUN
ajst-32535	96	5	sleep	sleep	VERB
ajst-32535	96	6	health	health	NOUN
ajst-32535	96	7	monitoring	monitoring	NOUN
ajst-32535	96	8	applications	application	NOUN
ajst-32535	96	9	focus	focus	VERB
ajst-32535	96	10	on	on	ADP
ajst-32535	96	11	prolonged	prolonged	ADJ
ajst-32535	96	12	,	,	PUNCT
ajst-32535	96	13	undisturbed	undisturbed	ADJ
ajst-32535	96	14	sleep	sleep	NOUN
ajst-32535	96	15	apnoea	apnoea	NOUN
ajst-32535	96	16	surveillance	surveillance	NOUN
ajst-32535	96	17	and	and	CCONJ
ajst-32535	96	18	sleep	sleep	VERB
ajst-32535	96	19	quality	quality	NOUN
ajst-32535	96	20	assessment	assessment	NOUN
ajst-32535	96	21	,	,	PUNCT
ajst-32535	96	22	enhancing	enhance	VERB
ajst-32535	96	23	user	user	NOUN
ajst-32535	96	24	sleep	sleep	NOUN
ajst-32535	96	25	experiences	experience	NOUN
ajst-32535	96	26	and	and	CCONJ
ajst-32535	96	27	promoting	promote	VERB
ajst-32535	96	28	healthy	healthy	ADJ
ajst-32535	96	29	living	living	NOUN
ajst-32535	96	30	.	.	PUNCT
ajst-32535	97	1	guo	guo	PROPN
ajst-32535	97	2	lingchao	lingchao	PROPN
ajst-32535	97	3	proposed	propose	VERB
ajst-32535	97	4	achieving	achieve	VERB
ajst-32535	97	5	continuous	continuous	ADJ
ajst-32535	97	6	health	health	NOUN
ajst-32535	97	7	management	management	NOUN
ajst-32535	97	8	through	through	ADP
ajst-32535	97	9	non	non	ADJ
ajst-32535	97	10	-	-	ADJ
ajst-32535	97	11	invasive	invasive	ADJ
ajst-32535	97	12	monitoring	monitoring	NOUN
ajst-32535	97	13	methods	method	NOUN
ajst-32535	97	14	[	[	X
ajst-32535	97	15	9	9	NUM
ajst-32535	97	16	]	]	PUNCT
ajst-32535	97	17	.	.	PUNCT
ajst-32535	98	1	in	in	ADP
ajst-32535	98	2	domestic	domestic	ADJ
ajst-32535	98	3	settings	setting	NOUN
ajst-32535	98	4	,	,	PUNCT
ajst-32535	98	5	wireless	wireless	NOUN
ajst-32535	98	6	-	-	PUNCT
ajst-32535	98	7	sensing	sense	VERB
ajst-32535	98	8	sleep	sleep	NOUN
ajst-32535	98	9	monitoring	monitor	VERB
ajst-32535	98	10	systems	system	NOUN
ajst-32535	98	11	can	can	AUX
ajst-32535	98	12	track	track	VERB
ajst-32535	98	13	sleep	sleep	NOUN
ajst-32535	98	14	stages	stage	NOUN
ajst-32535	98	15	,	,	PUNCT
ajst-32535	98	16	postural	postural	ADJ
ajst-32535	98	17	changes	change	NOUN
ajst-32535	98	18	,	,	PUNCT
ajst-32535	98	19	and	and	CCONJ
ajst-32535	98	20	vital	vital	ADJ
ajst-32535	98	21	signs	sign	NOUN
ajst-32535	98	22	in	in	ADP
ajst-32535	98	23	real	real	ADJ
ajst-32535	98	24	time	time	NOUN
ajst-32535	98	25	,	,	PUNCT
ajst-32535	98	26	providing	provide	VERB
ajst-32535	98	27	individuals	individual	NOUN
ajst-32535	98	28	with	with	ADP
ajst-32535	98	29	quantified	quantified	ADJ
ajst-32535	98	30	sleep	sleep	NOUN
ajst-32535	98	31	quality	quality	NOUN
ajst-32535	98	32	reports	report	NOUN
ajst-32535	98	33	.	.	PUNCT
ajst-32535	99	1	this	this	DET
ajst-32535	99	2	technology	technology	NOUN
ajst-32535	99	3	overcomes	overcome	VERB
ajst-32535	99	4	the	the	DET
ajst-32535	99	5	temporal	temporal	ADJ
ajst-32535	99	6	and	and	CCONJ
ajst-32535	99	7	spatial	spatial	ADJ
ajst-32535	99	8	constraints	constraint	NOUN
ajst-32535	99	9	of	of	ADP
ajst-32535	99	10	traditional	traditional	ADJ
ajst-32535	99	11	clinical	clinical	ADJ
ajst-32535	99	12	monitoring	monitoring	NOUN
ajst-32535	99	13	,	,	PUNCT
ajst-32535	99	14	enabling	enable	VERB
ajst-32535	99	15	chronic	chronic	ADJ
ajst-32535	99	16	disease	disease	NOUN
ajst-32535	99	17	patients	patient	NOUN
ajst-32535	99	18	(	(	PUNCT
ajst-32535	99	19	such	such	ADJ
ajst-32535	99	20	as	as	ADP
ajst-32535	99	21	those	those	PRON
ajst-32535	99	22	at	at	ADP
ajst-32535	99	23	high	high	ADJ
ajst-32535	99	24	risk	risk	NOUN
ajst-32535	99	25	for	for	ADP
ajst-32535	99	26	hypertension	hypertension	NOUN
ajst-32535	99	27	or	or	CCONJ
ajst-32535	99	28	diabetes	diabetes	NOUN
ajst-32535	99	29	)	)	PUNCT
ajst-32535	99	30	24	24	NUM
ajst-32535	99	31	to	to	PART
ajst-32535	99	32	receive	receive	VERB
ajst-32535	99	33	early	early	ADJ
ajst-32535	99	34	warnings	warning	NOUN
ajst-32535	99	35	for	for	ADP
ajst-32535	99	36	risks	risk	NOUN
ajst-32535	99	37	like	like	ADP
ajst-32535	99	38	apnoea	apnoea	NOUN
ajst-32535	99	39	or	or	CCONJ
ajst-32535	99	40	abnormal	abnormal	ADJ
ajst-32535	99	41	limb	limb	NOUN
ajst-32535	99	42	movements	movement	NOUN
ajst-32535	99	43	during	during	ADP
ajst-32535	99	44	natural	natural	ADJ
ajst-32535	99	45	sleep	sleep	NOUN
ajst-32535	99	46	,	,	PUNCT
ajst-32535	99	47	facilitating	facilitate	VERB
ajst-32535	99	48	timely	timely	ADJ
ajst-32535	99	49	intervention	intervention	NOUN
ajst-32535	99	50	.	.	PUNCT
ajst-32535	100	1	3.3	3.3	NUM
ajst-32535	100	2	remote	remote	ADJ
ajst-32535	100	3	care	care	NOUN
ajst-32535	100	4	systems	system	NOUN
ajst-32535	100	5	home	home	NOUN
ajst-32535	100	6	/	/	SYM
ajst-32535	100	7	elderly	elderly	ADJ
ajst-32535	100	8	care	care	NOUN
ajst-32535	100	9	health	health	NOUN
ajst-32535	100	10	monitoring	monitoring	NOUN
ajst-32535	100	11	systems	system	NOUN
ajst-32535	100	12	deliver	deliver	VERB
ajst-32535	100	13	daily	daily	ADJ
ajst-32535	100	14	health	health	NOUN
ajst-32535	100	15	management	management	NOUN
ajst-32535	100	16	and	and	CCONJ
ajst-32535	100	17	remote	remote	ADJ
ajst-32535	100	18	supervision	supervision	NOUN
ajst-32535	100	19	services	service	NOUN
ajst-32535	100	20	for	for	ADP
ajst-32535	100	21	the	the	DET
ajst-32535	100	22	elderly	elderly	ADJ
ajst-32535	100	23	or	or	CCONJ
ajst-32535	100	24	patients	patient	NOUN
ajst-32535	100	25	,	,	PUNCT
ajst-32535	100	26	with	with	ADP
ajst-32535	100	27	anomaly	anomaly	NOUN
ajst-32535	100	28	alerts	alert	NOUN
ajst-32535	100	29	ensuring	ensure	VERB
ajst-32535	100	30	timely	timely	ADJ
ajst-32535	100	31	responses	response	NOUN
ajst-32535	100	32	to	to	PART
ajst-32535	100	33	safeguard	safeguard	VERB
ajst-32535	100	34	safety	safety	NOUN
ajst-32535	100	35	.	.	PUNCT
ajst-32535	101	1	zavall	zavall	PROPN
ajst-32535	101	2	hussein	hussein	PROPN
ajst-32535	101	3	proposed	propose	VERB
ajst-32535	101	4	an	an	DET
ajst-32535	101	5	innovative	innovative	ADJ
ajst-32535	101	6	method	method	NOUN
ajst-32535	101	7	based	base	VERB
ajst-32535	101	8	on	on	ADP
ajst-32535	101	9	wifi	wifi	NOUN
ajst-32535	101	10	signal	signal	NOUN
ajst-32535	101	11	-	-	PUNCT
ajst-32535	101	12	derived	derive	VERB
ajst-32535	101	13	emergency	emergency	NOUN
ajst-32535	101	14	semantic	semantic	ADJ
ajst-32535	101	15	feature	feature	NOUN
ajst-32535	101	16	vector	vector	NOUN
ajst-32535	101	17	extraction	extraction	NOUN
ajst-32535	101	18	,	,	PUNCT
ajst-32535	101	19	deeply	deeply	ADV
ajst-32535	101	20	applying	apply	VERB
ajst-32535	101	21	it	it	PRON
ajst-32535	101	22	to	to	ADP
ajst-32535	101	23	real	real	ADJ
ajst-32535	101	24	-	-	PUNCT
ajst-32535	101	25	time	time	NOUN
ajst-32535	101	26	monitoring	monitoring	NOUN
ajst-32535	101	27	of	of	ADP
ajst-32535	101	28	critical	critical	ADJ
ajst-32535	101	29	health	health	NOUN
ajst-32535	101	30	events	event	NOUN
ajst-32535	101	31	in	in	ADP
ajst-32535	101	32	home	home	NOUN
ajst-32535	101	33	-	-	PUNCT
ajst-32535	101	34	based	base	VERB
ajst-32535	101	35	elderly	elderly	ADJ
ajst-32535	101	36	care	care	NOUN
ajst-32535	101	37	scenarios[10	scenarios[10	NOUN
ajst-32535	101	38	]	]	PUNCT
ajst-32535	101	39	.	.	PUNCT
ajst-32535	102	1	this	this	DET
ajst-32535	102	2	technology	technology	NOUN
ajst-32535	102	3	leverages	leverage	VERB
ajst-32535	102	4	existing	exist	VERB
ajst-32535	102	5	ambient	ambient	ADJ
ajst-32535	102	6	wifi	wifi	NOUN
ajst-32535	102	7	signals	signal	NOUN
ajst-32535	102	8	to	to	PART
ajst-32535	102	9	deliver	deliver	VERB
ajst-32535	102	10	non	non	ADJ
ajst-32535	102	11	-	-	NOUN
ajst-32535	102	12	contact	contact	ADJ
ajst-32535	102	13	,	,	PUNCT
ajst-32535	102	14	wearable	wearable	ADJ
ajst-32535	102	15	-	-	PUNCT
ajst-32535	102	16	free	free	ADJ
ajst-32535	102	17	,	,	PUNCT
ajst-32535	102	18	round	round	ADJ
ajst-32535	102	19	-	-	PUNCT
ajst-32535	102	20	the	the	DET
ajst-32535	102	21	-	-	PUNCT
ajst-32535	102	22	clock	clock	NOUN
ajst-32535	102	23	discreet	discreet	ADJ
ajst-32535	102	24	monitoring	monitoring	NOUN
ajst-32535	102	25	.	.	PUNCT
ajst-32535	103	1	it	it	PRON
ajst-32535	103	2	maximises	maximise	VERB
ajst-32535	103	3	respect	respect	NOUN
ajst-32535	103	4	for	for	ADP
ajst-32535	103	5	elderly	elderly	ADJ
ajst-32535	103	6	privacy	privacy	NOUN
ajst-32535	103	7	and	and	CCONJ
ajst-32535	103	8	lifestyle	lifestyle	NOUN
ajst-32535	103	9	habits	habit	NOUN
ajst-32535	103	10	while	while	SCONJ
ajst-32535	103	11	eliminating	eliminate	VERB
ajst-32535	103	12	discomfort	discomfort	NOUN
ajst-32535	103	13	from	from	ADP
ajst-32535	103	14	wearable	wearable	ADJ
ajst-32535	103	15	devices	device	NOUN
ajst-32535	103	16	and	and	CCONJ
ajst-32535	103	17	charging	charge	VERB
ajst-32535	103	18	concerns	concern	NOUN
ajst-32535	103	19	,	,	PUNCT
ajst-32535	103	20	significantly	significantly	ADV
ajst-32535	103	21	enhancing	enhance	VERB
ajst-32535	103	22	user	user	NOUN
ajst-32535	103	23	compliance	compliance	NOUN
ajst-32535	103	24	and	and	CCONJ
ajst-32535	103	25	feasibility	feasibility	NOUN
ajst-32535	103	26	for	for	ADP
ajst-32535	103	27	home	home	NOUN
ajst-32535	103	28	-	-	PUNCT
ajst-32535	103	29	based	base	VERB
ajst-32535	103	30	elderly	elderly	ADJ
ajst-32535	103	31	care	care	NOUN
ajst-32535	103	32	monitoring	monitoring	NOUN
ajst-32535	103	33	.	.	PUNCT
ajst-32535	104	1	3.4	3.4	NUM
ajst-32535	104	2	real	real	ADJ
ajst-32535	104	3	-	-	PUNCT
ajst-32535	104	4	time	time	NOUN
ajst-32535	104	5	driver	driver	NOUN
ajst-32535	104	6	condition	condition	NOUN
ajst-32535	104	7	monitoring	monitor	VERB
ajst-32535	104	8	vehicle	vehicle	NOUN
ajst-32535	104	9	-	-	PUNCT
ajst-32535	104	10	mounted	mount	VERB
ajst-32535	104	11	wi	wi	PROPN
ajst-32535	104	12	-	-	PUNCT
ajst-32535	104	13	fi	fi	NOUN
ajst-32535	104	14	enables	enable	VERB
ajst-32535	104	15	monitoring	monitoring	NOUN
ajst-32535	104	16	of	of	ADP
ajst-32535	104	17	a	a	DET
ajst-32535	104	18	driver	driver	NOUN
ajst-32535	104	19	's	's	PART
ajst-32535	104	20	heart	heart	NOUN
ajst-32535	104	21	rate	rate	NOUN
ajst-32535	104	22	and	and	CCONJ
ajst-32535	104	23	respiration	respiration	NOUN
ajst-32535	104	24	to	to	PART
ajst-32535	104	25	identify	identify	VERB
ajst-32535	104	26	fatigue	fatigue	NOUN
ajst-32535	104	27	or	or	CCONJ
ajst-32535	104	28	sudden	sudden	ADJ
ajst-32535	104	29	illness	illness	NOUN
ajst-32535	104	30	.	.	PUNCT
ajst-32535	105	1	zheng	zheng	PROPN
ajst-32535	105	2	tianyue	tianyue	PROPN
ajst-32535	105	3	's	's	PART
ajst-32535	105	4	v2ifi	v2ifi	PROPN
ajst-32535	105	5	system	system	NOUN
ajst-32535	105	6	employs	employ	VERB
ajst-32535	105	7	compact	compact	ADJ
ajst-32535	105	8	radio	radio	NOUN
ajst-32535	105	9	-	-	PUNCT
ajst-32535	105	10	frequency	frequency	NOUN
ajst-32535	105	11	sensing	sense	VERB
ajst-32535	105	12	technology	technology	NOUN
ajst-32535	105	13	to	to	PART
ajst-32535	105	14	achieve	achieve	VERB
ajst-32535	105	15	real	real	ADJ
ajst-32535	105	16	-	-	PUNCT
ajst-32535	105	17	time	time	NOUN
ajst-32535	105	18	,	,	PUNCT
ajst-32535	105	19	non	non	ADJ
ajst-32535	105	20	-	-	ADJ
ajst-32535	105	21	invasive	invasive	ADJ
ajst-32535	105	22	monitoring	monitoring	NOUN
ajst-32535	105	23	of	of	ADP
ajst-32535	105	24	critical	critical	ADJ
ajst-32535	105	25	driver	driver	NOUN
ajst-32535	105	26	vital	vital	ADJ
ajst-32535	105	27	signs	sign	NOUN
ajst-32535	105	28	in	in	ADP
ajst-32535	105	29	actual	actual	ADJ
ajst-32535	105	30	driving	drive	VERB
ajst-32535	105	31	conditions	condition	NOUN
ajst-32535	105	32	,	,	PUNCT
ajst-32535	105	33	significantly	significantly	ADV
ajst-32535	105	34	enhancing	enhance	VERB
ajst-32535	105	35	driving	driving	NOUN
ajst-32535	105	36	safety	safety	NOUN
ajst-32535	105	37	and	and	CCONJ
ajst-32535	105	38	health	health	NOUN
ajst-32535	105	39	management	management	NOUN
ajst-32535	105	40	capabilities.[11	capabilities.[11	NOUN
ajst-32535	105	41	]	]	X
ajst-32535	105	42	this	this	DET
ajst-32535	105	43	system	system	NOUN
ajst-32535	105	44	employs	employ	VERB
ajst-32535	105	45	commercial	commercial	ADJ
ajst-32535	105	46	pulse	pulse	NOUN
ajst-32535	105	47	radio	radio	NOUN
ajst-32535	105	48	equipment	equipment	NOUN
ajst-32535	105	49	mounted	mount	VERB
ajst-32535	105	50	on	on	ADP
ajst-32535	105	51	the	the	DET
ajst-32535	105	52	vehicle	vehicle	NOUN
ajst-32535	105	53	windscreen	windscreen	PROPN
ajst-32535	105	54	to	to	PART
ajst-32535	105	55	capture	capture	VERB
ajst-32535	105	56	and	and	CCONJ
ajst-32535	105	57	analyse	analyse	VERB
ajst-32535	105	58	metrics	metric	NOUN
ajst-32535	105	59	such	such	ADJ
ajst-32535	105	60	as	as	ADP
ajst-32535	105	61	respiratory	respiratory	ADJ
ajst-32535	105	62	rate	rate	NOUN
ajst-32535	105	63	,	,	PUNCT
ajst-32535	105	64	heart	heart	NOUN
ajst-32535	105	65	rate	rate	NOUN
ajst-32535	105	66	,	,	PUNCT
ajst-32535	105	67	and	and	CCONJ
ajst-32535	105	68	heart	heart	NOUN
ajst-32535	105	69	rate	rate	NOUN
ajst-32535	105	70	variability	variability	NOUN
ajst-32535	105	71	in	in	ADP
ajst-32535	105	72	real	real	ADJ
ajst-32535	105	73	time	time	NOUN
ajst-32535	105	74	,	,	PUNCT
ajst-32535	105	75	enabling	enable	VERB
ajst-32535	105	76	early	early	ADJ
ajst-32535	105	77	detection	detection	NOUN
ajst-32535	105	78	of	of	ADP
ajst-32535	105	79	potential	potential	ADJ
ajst-32535	105	80	fatigue	fatigue	NOUN
ajst-32535	105	81	-	-	PUNCT
ajst-32535	105	82	related	relate	VERB
ajst-32535	105	83	driving	driving	NOUN
ajst-32535	105	84	risks	risk	NOUN
ajst-32535	105	85	.	.	PUNCT
ajst-32535	106	1	for	for	ADP
ajst-32535	106	2	instance	instance	NOUN
ajst-32535	106	3	,	,	PUNCT
ajst-32535	106	4	when	when	SCONJ
ajst-32535	106	5	a	a	DET
ajst-32535	106	6	driver	driver	NOUN
ajst-32535	106	7	's	's	PART
ajst-32535	106	8	respiratory	respiratory	ADJ
ajst-32535	106	9	rate	rate	NOUN
ajst-32535	106	10	decreases	decrease	NOUN
ajst-32535	106	11	or	or	CCONJ
ajst-32535	106	12	heart	heart	NOUN
ajst-32535	106	13	rate	rate	NOUN
ajst-32535	106	14	variability	variability	NOUN
ajst-32535	106	15	becomes	become	VERB
ajst-32535	106	16	abnormal	abnormal	ADJ
ajst-32535	106	17	due	due	ADP
ajst-32535	106	18	to	to	ADP
ajst-32535	106	19	prolonged	prolonged	ADJ
ajst-32535	106	20	driving	driving	NOUN
ajst-32535	106	21	,	,	PUNCT
ajst-32535	106	22	the	the	DET
ajst-32535	106	23	system	system	NOUN
ajst-32535	106	24	issues	issue	VERB
ajst-32535	106	25	timely	timely	ADJ
ajst-32535	106	26	alerts	alert	NOUN
ajst-32535	106	27	to	to	PART
ajst-32535	106	28	prevent	prevent	VERB
ajst-32535	106	29	fatigue	fatigue	NOUN
ajst-32535	106	30	-	-	PUNCT
ajst-32535	106	31	induced	induce	VERB
ajst-32535	106	32	traffic	traffic	NOUN
ajst-32535	106	33	accidents	accident	NOUN
ajst-32535	106	34	.	.	PUNCT
ajst-32535	107	1	4	4	X
ajst-32535	107	2	.	.	X
ajst-32535	107	3	technical	technical	ADJ
ajst-32535	107	4	bottlenecks	bottleneck	NOUN
ajst-32535	107	5	and	and	CCONJ
ajst-32535	107	6	breakthrough	breakthrough	ADJ
ajst-32535	107	7	directions	direction	NOUN
ajst-32535	107	8	4.1	4.1	NUM
ajst-32535	107	9	environmental	environmental	ADJ
ajst-32535	107	10	interference	interference	NOUN
ajst-32535	107	11	wireless	wireless	ADJ
ajst-32535	107	12	sensing	sense	VERB
ajst-32535	107	13	technology	technology	NOUN
ajst-32535	107	14	faces	face	VERB
ajst-32535	107	15	significant	significant	ADJ
ajst-32535	107	16	environmental	environmental	ADJ
ajst-32535	107	17	interference	interference	NOUN
ajst-32535	107	18	challenges	challenge	NOUN
ajst-32535	107	19	during	during	ADP
ajst-32535	107	20	practical	practical	ADJ
ajst-32535	107	21	deployment	deployment	NOUN
ajst-32535	107	22	.	.	PUNCT
ajst-32535	108	1	these	these	DET
ajst-32535	108	2	interferences	interference	NOUN
ajst-32535	108	3	primarily	primarily	ADV
ajst-32535	108	4	originate	originate	VERB
ajst-32535	108	5	from	from	ADP
ajst-32535	108	6	three	three	NUM
ajst-32535	108	7	sources	source	NOUN
ajst-32535	108	8	.	.	PUNCT
ajst-32535	109	1	firstly	firstly	ADV
ajst-32535	109	2	,	,	PUNCT
ajst-32535	109	3	environmental	environmental	ADJ
ajst-32535	109	4	noise	noise	NOUN
ajst-32535	109	5	and	and	CCONJ
ajst-32535	109	6	the	the	DET
ajst-32535	109	7	movement	movement	NOUN
ajst-32535	109	8	of	of	ADP
ajst-32535	109	9	unrelated	unrelated	ADJ
ajst-32535	109	10	individuals	individual	NOUN
ajst-32535	109	11	.	.	PUNCT
ajst-32535	110	1	the	the	DET
ajst-32535	110	2	movement	movement	NOUN
ajst-32535	110	3	and	and	CCONJ
ajst-32535	110	4	activities	activity	NOUN
ajst-32535	110	5	of	of	ADP
ajst-32535	110	6	other	other	ADJ
ajst-32535	110	7	persons	person	NOUN
ajst-32535	110	8	within	within	ADP
ajst-32535	110	9	the	the	DET
ajst-32535	110	10	monitoring	monitoring	NOUN
ajst-32535	110	11	area	area	NOUN
ajst-32535	110	12	generate	generate	VERB
ajst-32535	110	13	complex	complex	ADJ
ajst-32535	110	14	reflections	reflection	NOUN
ajst-32535	110	15	and	and	CCONJ
ajst-32535	110	16	variations	variation	NOUN
ajst-32535	110	17	in	in	ADP
ajst-32535	110	18	wireless	wireless	ADJ
ajst-32535	110	19	signals	signal	NOUN
ajst-32535	110	20	.	.	PUNCT
ajst-32535	111	1	these	these	DET
ajst-32535	111	2	non	non	ADJ
ajst-32535	111	3	-	-	ADJ
ajst-32535	111	4	target	target	ADJ
ajst-32535	111	5	signals	signal	NOUN
ajst-32535	111	6	significantly	significantly	ADV
ajst-32535	111	7	contaminate	contaminate	VERB
ajst-32535	111	8	the	the	DET
ajst-32535	111	9	vital	vital	ADJ
ajst-32535	111	10	signs	sign	NOUN
ajst-32535	111	11	signals	signal	NOUN
ajst-32535	111	12	of	of	ADP
ajst-32535	111	13	the	the	DET
ajst-32535	111	14	target	target	NOUN
ajst-32535	111	15	subject	subject	NOUN
ajst-32535	111	16	,	,	PUNCT
ajst-32535	111	17	making	make	VERB
ajst-32535	111	18	it	it	PRON
ajst-32535	111	19	difficult	difficult	ADJ
ajst-32535	111	20	to	to	PART
ajst-32535	111	21	accurately	accurately	ADV
ajst-32535	111	22	extract	extract	VERB
ajst-32535	111	23	faint	faint	ADJ
ajst-32535	111	24	breathing	breathing	NOUN
ajst-32535	111	25	or	or	CCONJ
ajst-32535	111	26	heartbeat	heartbeat	NOUN
ajst-32535	111	27	signals	signal	NOUN
ajst-32535	111	28	.	.	PUNCT
ajst-32535	112	1	secondly	secondly	ADV
ajst-32535	112	2	,	,	PUNCT
ajst-32535	112	3	noise	noise	NOUN
ajst-32535	112	4	from	from	ADP
ajst-32535	112	5	the	the	DET
ajst-32535	112	6	devices	device	NOUN
ajst-32535	112	7	themselves	themselves	PRON
ajst-32535	112	8	and	and	CCONJ
ajst-32535	112	9	neighbouring	neighbouring	ADJ
ajst-32535	112	10	wireless	wireless	ADJ
ajst-32535	112	11	equipment	equipment	NOUN
ajst-32535	112	12	.	.	PUNCT
ajst-32535	113	1	the	the	DET
ajst-32535	113	2	wi	wi	PROPN
ajst-32535	113	3	-	-	PUNCT
ajst-32535	113	4	fi	fi	NOUN
ajst-32535	113	5	routers	router	NOUN
ajst-32535	113	6	and	and	CCONJ
ajst-32535	113	7	fmcw	fmcw	PROPN
ajst-32535	113	8	/	/	SYM
ajst-32535	113	9	uwb	uwb	PROPN
ajst-32535	113	10	radar	radar	NOUN
ajst-32535	113	11	modules	module	NOUN
ajst-32535	113	12	employed	employ	VERB
ajst-32535	113	13	inherently	inherently	ADV
ajst-32535	113	14	generate	generate	VERB
ajst-32535	113	15	hardware	hardware	NOUN
ajst-32535	113	16	noise	noise	NOUN
ajst-32535	113	17	.	.	PUNCT
ajst-32535	114	1	concurrently	concurrently	ADV
ajst-32535	114	2	,	,	PUNCT
ajst-32535	114	3	other	other	ADJ
ajst-32535	114	4	operational	operational	ADJ
ajst-32535	114	5	wi	wi	PROPN
ajst-32535	114	6	-	-	PUNCT
ajst-32535	114	7	fi	fi	NOUN
ajst-32535	114	8	networks	network	NOUN
ajst-32535	114	9	,	,	PUNCT
ajst-32535	114	10	bluetooth	bluetooth	PROPN
ajst-32535	114	11	devices	device	NOUN
ajst-32535	114	12	,	,	PUNCT
ajst-32535	114	13	microwave	microwave	NOUN
ajst-32535	114	14	ovens	oven	NOUN
ajst-32535	114	15	,	,	PUNCT
ajst-32535	114	16	and	and	CCONJ
ajst-32535	114	17	similar	similar	ADJ
ajst-32535	114	18	equipment	equipment	NOUN
ajst-32535	114	19	within	within	ADP
ajst-32535	114	20	the	the	DET
ajst-32535	114	21	environment	environment	NOUN
ajst-32535	114	22	produce	produce	VERB
ajst-32535	114	23	radio	radio	NOUN
ajst-32535	114	24	frequency	frequency	NOUN
ajst-32535	114	25	interference	interference	NOUN
ajst-32535	114	26	that	that	PRON
ajst-32535	114	27	can	can	AUX
ajst-32535	114	28	overwhelm	overwhelm	VERB
ajst-32535	114	29	the	the	DET
ajst-32535	114	30	target	target	NOUN
ajst-32535	114	31	signal	signal	NOUN
ajst-32535	114	32	.	.	PUNCT
ajst-32535	115	1	finally	finally	ADV
ajst-32535	115	2	,	,	PUNCT
ajst-32535	115	3	complex	complex	ADJ
ajst-32535	115	4	multipath	multipath	NOUN
ajst-32535	115	5	effects	effect	NOUN
ajst-32535	115	6	come	come	VERB
ajst-32535	115	7	into	into	ADP
ajst-32535	115	8	play	play	NOUN
ajst-32535	115	9	.	.	PUNCT
ajst-32535	116	1	indoor	indoor	ADJ
ajst-32535	116	2	environments	environment	NOUN
ajst-32535	116	3	are	be	AUX
ajst-32535	116	4	filled	fill	VERB
ajst-32535	116	5	with	with	ADP
ajst-32535	116	6	reflective	reflective	ADJ
ajst-32535	116	7	surfaces	surface	NOUN
ajst-32535	116	8	,	,	PUNCT
ajst-32535	116	9	causing	cause	VERB
ajst-32535	116	10	wireless	wireless	ADJ
ajst-32535	116	11	signals	signal	NOUN
ajst-32535	116	12	to	to	PART
ajst-32535	116	13	reach	reach	VERB
ajst-32535	116	14	the	the	DET
ajst-32535	116	15	receiver	receiver	NOUN
ajst-32535	116	16	via	via	ADP
ajst-32535	116	17	multiple	multiple	ADJ
ajst-32535	116	18	paths	path	NOUN
ajst-32535	116	19	,	,	PUNCT
ajst-32535	116	20	resulting	result	VERB
ajst-32535	116	21	in	in	ADP
ajst-32535	116	22	multipath	multipath	NOUN
ajst-32535	116	23	propagation	propagation	NOUN
ajst-32535	116	24	.	.	PUNCT
ajst-32535	117	1	these	these	DET
ajst-32535	117	2	multipath	multipath	NOUN
ajst-32535	117	3	signals	signal	NOUN
ajst-32535	117	4	superimpose	superimpose	VERB
ajst-32535	117	5	and	and	CCONJ
ajst-32535	117	6	interfere	interfere	VERB
ajst-32535	117	7	with	with	ADP
ajst-32535	117	8	one	one	NUM
ajst-32535	117	9	another	another	DET
ajst-32535	117	10	,	,	PUNCT
ajst-32535	117	11	distorting	distort	VERB
ajst-32535	117	12	or	or	CCONJ
ajst-32535	117	13	blurring	blur	VERB
ajst-32535	117	14	the	the	DET
ajst-32535	117	15	signal	signal	ADJ
ajst-32535	117	16	characteristics	characteristic	NOUN
ajst-32535	117	17	carrying	carry	VERB
ajst-32535	117	18	vital	vital	ADJ
ajst-32535	117	19	signs	sign	NOUN
ajst-32535	117	20	information	information	NOUN
ajst-32535	117	21	.	.	PUNCT
ajst-32535	118	1	addressing	address	VERB
ajst-32535	118	2	these	these	DET
ajst-32535	118	3	interferences	interference	NOUN
ajst-32535	118	4	necessitates	necessitate	VERB
ajst-32535	118	5	developing	develop	VERB
ajst-32535	118	6	more	more	ADV
ajst-32535	118	7	robust	robust	ADJ
ajst-32535	118	8	signal	signal	NOUN
ajst-32535	118	9	processing	processing	NOUN
ajst-32535	118	10	algorithms	algorithm	NOUN
ajst-32535	118	11	,	,	PUNCT
ajst-32535	118	12	such	such	ADJ
ajst-32535	118	13	as	as	ADP
ajst-32535	118	14	advanced	advanced	ADJ
ajst-32535	118	15	adaptive	adaptive	ADJ
ajst-32535	118	16	filtering	filtering	NOUN
ajst-32535	118	17	techniques	technique	NOUN
ajst-32535	118	18	,	,	PUNCT
ajst-32535	118	19	environmental	environmental	ADJ
ajst-32535	118	20	awareness	awareness	NOUN
ajst-32535	118	21	mechanisms	mechanism	NOUN
ajst-32535	118	22	,	,	PUNCT
ajst-32535	118	23	and	and	CCONJ
ajst-32535	118	24	leveraging	leverage	VERB
ajst-32535	118	25	artificial	artificial	ADJ
ajst-32535	118	26	intelligence	intelligence	NOUN
ajst-32535	118	27	to	to	PART
ajst-32535	118	28	model	model	VERB
ajst-32535	118	29	environmental	environmental	ADJ
ajst-32535	118	30	noise	noise	NOUN
ajst-32535	118	31	and	and	CCONJ
ajst-32535	118	32	implement	implement	VERB
ajst-32535	118	33	effective	effective	ADJ
ajst-32535	118	34	suppression	suppression	NOUN
ajst-32535	118	35	.	.	PUNCT
ajst-32535	119	1	4.2	4.2	NUM
ajst-32535	119	2	robustness	robustness	NOUN
ajst-32535	119	3	challenges	challenge	NOUN
ajst-32535	119	4	system	system	NOUN
ajst-32535	119	5	robustness	robustness	NOUN
ajst-32535	119	6	is	be	AUX
ajst-32535	119	7	the	the	DET
ajst-32535	119	8	core	core	NOUN
ajst-32535	119	9	challenge	challenge	NOUN
ajst-32535	119	10	determining	determine	VERB
ajst-32535	119	11	reliable	reliable	ADJ
ajst-32535	119	12	operation	operation	NOUN
ajst-32535	119	13	in	in	ADP
ajst-32535	119	14	real	real	ADJ
ajst-32535	119	15	-	-	PUNCT
ajst-32535	119	16	world	world	NOUN
ajst-32535	119	17	scenarios	scenario	NOUN
ajst-32535	119	18	.	.	PUNCT
ajst-32535	120	1	complex	complex	ADJ
ajst-32535	120	2	environments	environment	NOUN
ajst-32535	120	3	refer	refer	VERB
ajst-32535	120	4	to	to	ADP
ajst-32535	120	5	settings	setting	NOUN
ajst-32535	120	6	beyond	beyond	ADP
ajst-32535	120	7	ideal	ideal	ADJ
ajst-32535	120	8	laboratory	laboratory	NOUN
ajst-32535	120	9	conditions	condition	NOUN
ajst-32535	120	10	.	.	PUNCT
ajst-32535	121	1	25	25	NUM
ajst-32535	121	2	when	when	SCONJ
ajst-32535	121	3	subjects	subject	NOUN
ajst-32535	121	4	are	be	AUX
ajst-32535	121	5	not	not	PART
ajst-32535	121	6	stationary	stationary	ADJ
ajst-32535	121	7	but	but	CCONJ
ajst-32535	121	8	engaged	engage	VERB
ajst-32535	121	9	in	in	ADP
ajst-32535	121	10	daily	daily	ADJ
ajst-32535	121	11	activities	activity	NOUN
ajst-32535	121	12	(	(	PUNCT
ajst-32535	121	13	such	such	ADJ
ajst-32535	121	14	as	as	ADP
ajst-32535	121	15	light	light	ADJ
ajst-32535	121	16	movement	movement	NOUN
ajst-32535	121	17	,	,	PUNCT
ajst-32535	121	18	housework	housework	NOUN
ajst-32535	121	19	,	,	PUNCT
ajst-32535	121	20	or	or	CCONJ
ajst-32535	121	21	turning	turn	VERB
ajst-32535	121	22	over	over	ADP
ajst-32535	121	23	)	)	PUNCT
ajst-32535	121	24	,	,	PUNCT
ajst-32535	121	25	significant	significant	ADJ
ajst-32535	121	26	bodily	bodily	ADJ
ajst-32535	121	27	motion	motion	NOUN
ajst-32535	121	28	can	can	AUX
ajst-32535	121	29	mask	mask	VERB
ajst-32535	121	30	subtle	subtle	ADJ
ajst-32535	121	31	thoracic	thoracic	NOUN
ajst-32535	121	32	excitations	excitation	NOUN
ajst-32535	121	33	or	or	CCONJ
ajst-32535	121	34	skin	skin	NOUN
ajst-32535	121	35	vibration	vibration	NOUN
ajst-32535	121	36	signals	signal	NOUN
ajst-32535	121	37	,	,	PUNCT
ajst-32535	121	38	making	make	VERB
ajst-32535	121	39	it	it	PRON
ajst-32535	121	40	difficult	difficult	ADJ
ajst-32535	121	41	for	for	SCONJ
ajst-32535	121	42	existing	exist	VERB
ajst-32535	121	43	algorithms	algorithm	NOUN
ajst-32535	121	44	to	to	PART
ajst-32535	121	45	distinguish	distinguish	VERB
ajst-32535	121	46	vital	vital	ADJ
ajst-32535	121	47	signs	sign	NOUN
ajst-32535	121	48	from	from	ADP
ajst-32535	121	49	motion	motion	NOUN
ajst-32535	121	50	noise	noise	NOUN
ajst-32535	121	51	.	.	PUNCT
ajst-32535	122	1	movement	movement	NOUN
ajst-32535	122	2	of	of	ADP
ajst-32535	122	3	objects	object	NOUN
ajst-32535	122	4	within	within	ADP
ajst-32535	122	5	the	the	DET
ajst-32535	122	6	monitoring	monitoring	NOUN
ajst-32535	122	7	area	area	NOUN
ajst-32535	122	8	(	(	PUNCT
ajst-32535	122	9	e.g.	e.g.	ADV
ajst-32535	122	10	,	,	PUNCT
ajst-32535	122	11	opening	opening	NOUN
ajst-32535	122	12	/	/	SYM
ajst-32535	122	13	closing	closing	NOUN
ajst-32535	122	14	doors	door	NOUN
ajst-32535	122	15	,	,	PUNCT
ajst-32535	122	16	moving	move	VERB
ajst-32535	122	17	chairs	chair	NOUN
ajst-32535	122	18	)	)	PUNCT
ajst-32535	122	19	,	,	PUNCT
ajst-32535	122	20	fluctuations	fluctuation	NOUN
ajst-32535	122	21	in	in	ADP
ajst-32535	122	22	ambient	ambient	ADJ
ajst-32535	122	23	temperature	temperature	NOUN
ajst-32535	122	24	and	and	CCONJ
ajst-32535	122	25	humidity	humidity	NOUN
ajst-32535	122	26	,	,	PUNCT
ajst-32535	122	27	and	and	CCONJ
ajst-32535	122	28	even	even	ADV
ajst-32535	122	29	airflow	airflow	VERB
ajst-32535	122	30	(	(	PUNCT
ajst-32535	122	31	e.g.	e.g.	ADV
ajst-32535	122	32	,	,	PUNCT
ajst-32535	122	33	from	from	ADP
ajst-32535	122	34	fans	fan	NOUN
ajst-32535	122	35	or	or	CCONJ
ajst-32535	122	36	air	air	NOUN
ajst-32535	122	37	conditioning	conditioning	NOUN
ajst-32535	122	38	)	)	PUNCT
ajst-32535	122	39	may	may	AUX
ajst-32535	122	40	introduce	introduce	VERB
ajst-32535	122	41	unpredictable	unpredictable	ADJ
ajst-32535	122	42	signal	signal	NOUN
ajst-32535	122	43	variations	variation	NOUN
ajst-32535	122	44	.	.	PUNCT
ajst-32535	123	1	when	when	SCONJ
ajst-32535	123	2	the	the	DET
ajst-32535	123	3	target	target	NOUN
ajst-32535	123	4	is	be	AUX
ajst-32535	123	5	partially	partially	ADV
ajst-32535	123	6	obstructed	obstruct	VERB
ajst-32535	123	7	by	by	ADP
ajst-32535	123	8	walls	wall	NOUN
ajst-32535	123	9	,	,	PUNCT
ajst-32535	123	10	furniture	furniture	NOUN
ajst-32535	123	11	,	,	PUNCT
ajst-32535	123	12	or	or	CCONJ
ajst-32535	123	13	other	other	ADJ
ajst-32535	123	14	objects	object	NOUN
ajst-32535	123	15	,	,	PUNCT
ajst-32535	123	16	signal	signal	ADJ
ajst-32535	123	17	attenuation	attenuation	NOUN
ajst-32535	123	18	becomes	become	VERB
ajst-32535	123	19	severe	severe	ADJ
ajst-32535	123	20	and	and	CCONJ
ajst-32535	123	21	propagation	propagation	NOUN
ajst-32535	123	22	paths	path	NOUN
ajst-32535	123	23	complex	complex	NOUN
ajst-32535	123	24	,	,	PUNCT
ajst-32535	123	25	causing	cause	VERB
ajst-32535	123	26	a	a	DET
ajst-32535	123	27	sharp	sharp	ADJ
ajst-32535	123	28	decline	decline	NOUN
ajst-32535	123	29	in	in	ADP
ajst-32535	123	30	signal	signal	NOUN
ajst-32535	123	31	-	-	PUNCT
ajst-32535	123	32	to	to	ADP
ajst-32535	123	33	-	-	PUNCT
ajst-32535	123	34	noise	noise	NOUN
ajst-32535	123	35	ratio	ratio	NOUN
ajst-32535	123	36	and	and	CCONJ
ajst-32535	123	37	significantly	significantly	ADV
ajst-32535	123	38	reducing	reduce	VERB
ajst-32535	123	39	monitoring	monitoring	NOUN
ajst-32535	123	40	accuracy	accuracy	NOUN
ajst-32535	123	41	.	.	PUNCT
ajst-32535	124	1	enhancing	enhance	VERB
ajst-32535	124	2	system	system	NOUN
ajst-32535	124	3	robustness	robustness	NOUN
ajst-32535	124	4	requires	require	VERB
ajst-32535	124	5	developing	develop	VERB
ajst-32535	124	6	algorithms	algorithm	NOUN
ajst-32535	124	7	capable	capable	ADJ
ajst-32535	124	8	of	of	ADP
ajst-32535	124	9	stable	stable	ADJ
ajst-32535	124	10	operation	operation	NOUN
ajst-32535	124	11	across	across	ADP
ajst-32535	124	12	diverse	diverse	ADJ
ajst-32535	124	13	postures	posture	NOUN
ajst-32535	124	14	and	and	CCONJ
ajst-32535	124	15	activity	activity	NOUN
ajst-32535	124	16	states	state	NOUN
ajst-32535	124	17	.	.	PUNCT
ajst-32535	125	1	this	this	PRON
ajst-32535	125	2	includes	include	VERB
ajst-32535	125	3	integrating	integrate	VERB
ajst-32535	125	4	posture	posture	NOUN
ajst-32535	125	5	recognition	recognition	NOUN
ajst-32535	125	6	and	and	CCONJ
ajst-32535	125	7	motion	motion	NOUN
ajst-32535	125	8	compensation	compensation	NOUN
ajst-32535	125	9	techniques	technique	NOUN
ajst-32535	125	10	to	to	PART
ajst-32535	125	11	isolate	isolate	VERB
ajst-32535	125	12	vital	vital	ADJ
ajst-32535	125	13	signs	sign	NOUN
ajst-32535	125	14	,	,	PUNCT
ajst-32535	125	15	alongside	alongside	ADP
ajst-32535	125	16	designing	designing	NOUN
ajst-32535	125	17	models	model	NOUN
ajst-32535	125	18	with	with	ADP
ajst-32535	125	19	greater	great	ADJ
ajst-32535	125	20	adaptability	adaptability	NOUN
ajst-32535	125	21	to	to	ADP
ajst-32535	125	22	occlusion	occlusion	NOUN
ajst-32535	125	23	and	and	CCONJ
ajst-32535	125	24	signal	signal	ADJ
ajst-32535	125	25	attenuation	attenuation	NOUN
ajst-32535	125	26	.	.	PUNCT
ajst-32535	126	1	4.3	4.3	NUM
ajst-32535	126	2	consideration	consideration	NOUN
ajst-32535	126	3	of	of	ADP
ajst-32535	126	4	individual	individual	ADJ
ajst-32535	126	5	variability	variability	NOUN
ajst-32535	126	6	individual	individual	ADJ
ajst-32535	126	7	variation	variation	NOUN
ajst-32535	126	8	is	be	AUX
ajst-32535	126	9	a	a	DET
ajst-32535	126	10	critical	critical	ADJ
ajst-32535	126	11	variable	variable	NOUN
ajst-32535	126	12	affecting	affect	VERB
ajst-32535	126	13	the	the	DET
ajst-32535	126	14	accuracy	accuracy	NOUN
ajst-32535	126	15	of	of	ADP
ajst-32535	126	16	wireless	wireless	ADJ
ajst-32535	126	17	vital	vital	ADJ
ajst-32535	126	18	signs	sign	NOUN
ajst-32535	126	19	monitoring	monitor	VERB
ajst-32535	126	20	.	.	PUNCT
ajst-32535	127	1	individuals	individual	NOUN
ajst-32535	127	2	differing	differ	VERB
ajst-32535	127	3	in	in	ADP
ajst-32535	127	4	height	height	NOUN
ajst-32535	127	5	,	,	PUNCT
ajst-32535	127	6	weight	weight	NOUN
ajst-32535	127	7	,	,	PUNCT
ajst-32535	127	8	and	and	CCONJ
ajst-32535	127	9	body	body	NOUN
ajst-32535	127	10	fat	fat	ADJ
ajst-32535	127	11	percentage	percentage	NOUN
ajst-32535	127	12	exhibit	exhibit	VERB
ajst-32535	127	13	significant	significant	ADJ
ajst-32535	127	14	variations	variation	NOUN
ajst-32535	127	15	in	in	ADP
ajst-32535	127	16	thoracic	thoracic	NOUN
ajst-32535	127	17	movement	movement	NOUN
ajst-32535	127	18	amplitude	amplitude	NOUN
ajst-32535	127	19	and	and	CCONJ
ajst-32535	127	20	skin	skin	NOUN
ajst-32535	127	21	properties	property	NOUN
ajst-32535	127	22	regarding	regard	VERB
ajst-32535	127	23	wireless	wireless	ADJ
ajst-32535	127	24	signal	signal	NOUN
ajst-32535	127	25	reflection	reflection	NOUN
ajst-32535	127	26	/	/	SYM
ajst-32535	127	27	penetration	penetration	NOUN
ajst-32535	127	28	.	.	PUNCT
ajst-32535	128	1	for	for	ADP
ajst-32535	128	2	those	those	PRON
ajst-32535	128	3	with	with	ADP
ajst-32535	128	4	a	a	DET
ajst-32535	128	5	heavier	heavy	ADJ
ajst-32535	128	6	build	build	NOUN
ajst-32535	128	7	,	,	PUNCT
ajst-32535	128	8	signals	signal	NOUN
ajst-32535	128	9	penetrate	penetrate	VERB
ajst-32535	128	10	deeper	deeply	ADV
ajst-32535	128	11	while	while	SCONJ
ajst-32535	128	12	thoracic	thoracic	NOUN
ajst-32535	128	13	movement	movement	NOUN
ajst-32535	128	14	amplitude	amplitude	NOUN
ajst-32535	128	15	is	be	AUX
ajst-32535	128	16	relatively	relatively	ADV
ajst-32535	128	17	smaller	small	ADJ
ajst-32535	128	18	,	,	PUNCT
ajst-32535	128	19	potentially	potentially	ADV
ajst-32535	128	20	making	make	VERB
ajst-32535	128	21	accurate	accurate	ADJ
ajst-32535	128	22	capture	capture	NOUN
ajst-32535	128	23	more	more	ADV
ajst-32535	128	24	challenging	challenging	ADJ
ajst-32535	128	25	.	.	PUNCT
ajst-32535	129	1	the	the	DET
ajst-32535	129	2	subject	subject	NOUN
ajst-32535	129	3	's	's	PART
ajst-32535	129	4	posture	posture	NOUN
ajst-32535	129	5	(	(	PUNCT
ajst-32535	129	6	e.g.	e.g.	ADV
ajst-32535	129	7	,	,	PUNCT
ajst-32535	129	8	sitting	sit	VERB
ajst-32535	129	9	,	,	PUNCT
ajst-32535	129	10	lying	lying	NOUN
ajst-32535	129	11	,	,	PUNCT
ajst-32535	129	12	side	side	NOUN
ajst-32535	129	13	-	-	PUNCT
ajst-32535	129	14	lying	lie	VERB
ajst-32535	129	15	,	,	PUNCT
ajst-32535	129	16	curled	curl	VERB
ajst-32535	129	17	up	up	ADP
ajst-32535	129	18	)	)	PUNCT
ajst-32535	129	19	alters	alter	VERB
ajst-32535	129	20	the	the	DET
ajst-32535	129	21	orientation	orientation	NOUN
ajst-32535	129	22	,	,	PUNCT
ajst-32535	129	23	distance	distance	NOUN
ajst-32535	129	24	,	,	PUNCT
ajst-32535	129	25	and	and	CCONJ
ajst-32535	129	26	propagation	propagation	NOUN
ajst-32535	129	27	path	path	NOUN
ajst-32535	129	28	of	of	ADP
ajst-32535	129	29	the	the	DET
ajst-32535	129	30	target	target	NOUN
ajst-32535	129	31	area	area	NOUN
ajst-32535	129	32	(	(	PUNCT
ajst-32535	129	33	thorax	thorax	NOUN
ajst-32535	129	34	,	,	PUNCT
ajst-32535	129	35	body	body	NOUN
ajst-32535	129	36	surface	surface	NOUN
ajst-32535	129	37	)	)	PUNCT
ajst-32535	129	38	relative	relative	ADJ
ajst-32535	129	39	to	to	ADP
ajst-32535	129	40	the	the	DET
ajst-32535	129	41	signal	signal	ADJ
ajst-32535	129	42	source	source	NOUN
ajst-32535	129	43	,	,	PUNCT
ajst-32535	129	44	thereby	thereby	ADV
ajst-32535	129	45	affecting	affect	VERB
ajst-32535	129	46	signal	signal	NOUN
ajst-32535	129	47	strength	strength	NOUN
ajst-32535	129	48	and	and	CCONJ
ajst-32535	129	49	characteristics	characteristic	NOUN
ajst-32535	129	50	.	.	PUNCT
ajst-32535	130	1	the	the	DET
ajst-32535	130	2	distance	distance	NOUN
ajst-32535	130	3	between	between	ADP
ajst-32535	130	4	the	the	DET
ajst-32535	130	5	target	target	NOUN
ajst-32535	130	6	and	and	CCONJ
ajst-32535	130	7	the	the	DET
ajst-32535	130	8	signal	signal	ADJ
ajst-32535	130	9	source	source	NOUN
ajst-32535	130	10	/	/	SYM
ajst-32535	130	11	receiver	receiver	NOUN
ajst-32535	130	12	directly	directly	ADV
ajst-32535	130	13	impacts	impact	VERB
ajst-32535	130	14	signal	signal	NOUN
ajst-32535	130	15	strength	strength	NOUN
ajst-32535	130	16	.	.	PUNCT
ajst-32535	131	1	as	as	ADP
ajst-32535	131	2	distance	distance	NOUN
ajst-32535	131	3	increases	increase	NOUN
ajst-32535	131	4	,	,	PUNCT
ajst-32535	131	5	signal	signal	ADJ
ajst-32535	131	6	attenuation	attenuation	NOUN
ajst-32535	131	7	occurs	occur	VERB
ajst-32535	131	8	,	,	PUNCT
ajst-32535	131	9	the	the	DET
ajst-32535	131	10	signal	signal	NOUN
ajst-32535	131	11	-	-	PUNCT
ajst-32535	131	12	to	to	ADP
ajst-32535	131	13	-	-	PUNCT
ajst-32535	131	14	noise	noise	NOUN
ajst-32535	131	15	ratio	ratio	NOUN
ajst-32535	131	16	decreases	decrease	NOUN
ajst-32535	131	17	,	,	PUNCT
ajst-32535	131	18	and	and	CCONJ
ajst-32535	131	19	detection	detection	NOUN
ajst-32535	131	20	accuracy	accuracy	NOUN
ajst-32535	131	21	typically	typically	ADV
ajst-32535	131	22	diminishes	diminish	VERB
ajst-32535	131	23	(	(	PUNCT
ajst-32535	131	24	e.g.	e.g.	ADV
ajst-32535	131	25	,	,	PUNCT
ajst-32535	131	26	certain	certain	ADJ
ajst-32535	131	27	technologies	technology	NOUN
ajst-32535	131	28	explicitly	explicitly	ADV
ajst-32535	131	29	exhibit	exhibit	VERB
ajst-32535	131	30	significantly	significantly	ADV
ajst-32535	131	31	increased	increase	VERB
ajst-32535	131	32	error	error	NOUN
ajst-32535	131	33	beyond	beyond	ADP
ajst-32535	131	34	3	3	NUM
ajst-32535	131	35	metres	metre	NOUN
ajst-32535	131	36	)	)	PUNCT
ajst-32535	131	37	.	.	PUNCT
ajst-32535	132	1	even	even	ADV
ajst-32535	132	2	for	for	ADP
ajst-32535	132	3	the	the	DET
ajst-32535	132	4	same	same	ADJ
ajst-32535	132	5	individual	individual	NOUN
ajst-32535	132	6	,	,	PUNCT
ajst-32535	132	7	the	the	DET
ajst-32535	132	8	thickness	thickness	NOUN
ajst-32535	132	9	and	and	CCONJ
ajst-32535	132	10	material	material	NOUN
ajst-32535	132	11	of	of	ADP
ajst-32535	132	12	clothing	clothing	NOUN
ajst-32535	132	13	covering	cover	VERB
ajst-32535	132	14	the	the	DET
ajst-32535	132	15	body	body	NOUN
ajst-32535	132	16	(	(	PUNCT
ajst-32535	132	17	particularly	particularly	ADV
ajst-32535	132	18	those	those	PRON
ajst-32535	132	19	containing	contain	VERB
ajst-32535	132	20	metallic	metallic	ADJ
ajst-32535	132	21	components	component	NOUN
ajst-32535	132	22	)	)	PUNCT
ajst-32535	132	23	,	,	PUNCT
ajst-32535	132	24	or	or	CCONJ
ajst-32535	132	25	objects	object	VERB
ajst-32535	132	26	such	such	ADJ
ajst-32535	132	27	as	as	ADP
ajst-32535	132	28	thin	thin	ADJ
ajst-32535	132	29	blankets	blanket	NOUN
ajst-32535	132	30	or	or	CCONJ
ajst-32535	132	31	books	book	NOUN
ajst-32535	132	32	between	between	ADP
ajst-32535	132	33	the	the	DET
ajst-32535	132	34	subject	subject	NOUN
ajst-32535	132	35	and	and	CCONJ
ajst-32535	132	36	the	the	DET
ajst-32535	132	37	device	device	NOUN
ajst-32535	132	38	,	,	PUNCT
ajst-32535	132	39	can	can	AUX
ajst-32535	132	40	attenuate	attenuate	VERB
ajst-32535	132	41	or	or	CCONJ
ajst-32535	132	42	distort	distort	VERB
ajst-32535	132	43	signals	signal	NOUN
ajst-32535	132	44	,	,	PUNCT
ajst-32535	132	45	increasing	increase	VERB
ajst-32535	132	46	the	the	DET
ajst-32535	132	47	difficulty	difficulty	NOUN
ajst-32535	132	48	of	of	ADP
ajst-32535	132	49	extracting	extract	VERB
ajst-32535	132	50	vital	vital	ADJ
ajst-32535	132	51	signs	sign	NOUN
ajst-32535	132	52	information	information	NOUN
ajst-32535	132	53	.	.	PUNCT
ajst-32535	133	1	algorithm	algorithm	NOUN
ajst-32535	133	2	design	design	NOUN
ajst-32535	133	3	must	must	AUX
ajst-32535	133	4	fully	fully	ADV
ajst-32535	133	5	account	account	VERB
ajst-32535	133	6	for	for	ADP
ajst-32535	133	7	modelling	modelling	NOUN
ajst-32535	133	8	and	and	CCONJ
ajst-32535	133	9	compensating	compensate	VERB
ajst-32535	133	10	these	these	DET
ajst-32535	133	11	factors	factor	NOUN
ajst-32535	133	12	,	,	PUNCT
ajst-32535	133	13	such	such	ADJ
ajst-32535	133	14	as	as	ADP
ajst-32535	133	15	through	through	ADP
ajst-32535	133	16	adaptive	adaptive	ADJ
ajst-32535	133	17	calibration	calibration	NOUN
ajst-32535	133	18	mechanisms	mechanism	NOUN
ajst-32535	133	19	that	that	PRON
ajst-32535	133	20	adjust	adjust	VERB
ajst-32535	133	21	parameters	parameter	NOUN
ajst-32535	133	22	based	base	VERB
ajst-32535	133	23	on	on	ADP
ajst-32535	133	24	body	body	NOUN
ajst-32535	133	25	type	type	NOUN
ajst-32535	133	26	and	and	CCONJ
ajst-32535	133	27	distance	distance	NOUN
ajst-32535	133	28	,	,	PUNCT
ajst-32535	133	29	or	or	CCONJ
ajst-32535	133	30	by	by	ADP
ajst-32535	133	31	utilising	utilise	VERB
ajst-32535	133	32	multimodal	multimodal	ADJ
ajst-32535	133	33	information	information	NOUN
ajst-32535	133	34	to	to	PART
ajst-32535	133	35	assist	assist	VERB
ajst-32535	133	36	in	in	ADP
ajst-32535	133	37	posture	posture	NOUN
ajst-32535	133	38	and	and	CCONJ
ajst-32535	133	39	occlusion	occlusion	NOUN
ajst-32535	133	40	assessment	assessment	NOUN
ajst-32535	133	41	.	.	PUNCT
ajst-32535	134	1	4.4	4.4	NUM
ajst-32535	134	2	challenges	challenge	NOUN
ajst-32535	134	3	in	in	ADP
ajst-32535	134	4	multi	multi	ADJ
ajst-32535	134	5	-	-	ADJ
ajst-32535	134	6	target	target	ADJ
ajst-32535	134	7	recognition	recognition	NOUN
ajst-32535	134	8	significant	significant	ADJ
ajst-32535	134	9	technical	technical	ADJ
ajst-32535	134	10	challenges	challenge	NOUN
ajst-32535	134	11	arise	arise	VERB
ajst-32535	134	12	in	in	ADP
ajst-32535	134	13	scenarios	scenario	NOUN
ajst-32535	134	14	requiring	require	VERB
ajst-32535	134	15	simultaneous	simultaneous	ADJ
ajst-32535	134	16	vital	vital	ADJ
ajst-32535	134	17	signs	sign	NOUN
ajst-32535	134	18	monitoring	monitoring	NOUN
ajst-32535	134	19	of	of	ADP
ajst-32535	134	20	multiple	multiple	ADJ
ajst-32535	134	21	individuals	individual	NOUN
ajst-32535	134	22	within	within	ADP
ajst-32535	134	23	the	the	DET
ajst-32535	134	24	same	same	ADJ
ajst-32535	134	25	space	space	NOUN
ajst-32535	134	26	(	(	PUNCT
ajst-32535	134	27	e.g.	e.g.	ADV
ajst-32535	134	28	,	,	PUNCT
ajst-32535	134	29	multi	multi	ADJ
ajst-32535	134	30	-	-	ADJ
ajst-32535	134	31	person	person	ADJ
ajst-32535	134	32	households	household	NOUN
ajst-32535	134	33	,	,	PUNCT
ajst-32535	134	34	hospital	hospital	NOUN
ajst-32535	134	35	wards	ward	NOUN
ajst-32535	134	36	)	)	PUNCT
ajst-32535	134	37	.	.	PUNCT
ajst-32535	135	1	vital	vital	ADJ
ajst-32535	135	2	sign	sign	NOUN
ajst-32535	135	3	signals	signal	NOUN
ajst-32535	135	4	(	(	PUNCT
ajst-32535	135	5	breathing	breathing	NOUN
ajst-32535	135	6	,	,	PUNCT
ajst-32535	135	7	heartbeat	heartbeat	NOUN
ajst-32535	135	8	)	)	PUNCT
ajst-32535	135	9	from	from	ADP
ajst-32535	135	10	multiple	multiple	ADJ
ajst-32535	135	11	subjects	subject	NOUN
ajst-32535	135	12	and	and	CCONJ
ajst-32535	135	13	environmental	environmental	ADJ
ajst-32535	135	14	reflection	reflection	NOUN
ajst-32535	135	15	signals	signal	NOUN
ajst-32535	135	16	become	become	VERB
ajst-32535	135	17	intermingled	intermingle	VERB
ajst-32535	135	18	at	at	ADP
ajst-32535	135	19	the	the	DET
ajst-32535	135	20	receiving	receiving	NOUN
ajst-32535	135	21	end	end	NOUN
ajst-32535	135	22	.	.	PUNCT
ajst-32535	136	1	the	the	DET
ajst-32535	136	2	core	core	NOUN
ajst-32535	136	3	challenge	challenge	NOUN
ajst-32535	136	4	lies	lie	VERB
ajst-32535	136	5	in	in	ADP
ajst-32535	136	6	effectively	effectively	ADV
ajst-32535	136	7	separating	separate	VERB
ajst-32535	136	8	these	these	DET
ajst-32535	136	9	mixed	mixed	ADJ
ajst-32535	136	10	signals	signal	NOUN
ajst-32535	136	11	and	and	CCONJ
ajst-32535	136	12	accurately	accurately	ADV
ajst-32535	136	13	associating	associate	VERB
ajst-32535	136	14	the	the	DET
ajst-32535	136	15	separated	separate	VERB
ajst-32535	136	16	signals	signal	NOUN
ajst-32535	136	17	with	with	ADP
ajst-32535	136	18	their	their	PRON
ajst-32535	136	19	corresponding	correspond	VERB
ajst-32535	136	20	individuals	individual	NOUN
ajst-32535	136	21	.	.	PUNCT
ajst-32535	137	1	this	this	DET
ajst-32535	137	2	distinction	distinction	NOUN
ajst-32535	137	3	becomes	become	VERB
ajst-32535	137	4	particularly	particularly	ADV
ajst-32535	137	5	difficult	difficult	ADJ
ajst-32535	137	6	when	when	SCONJ
ajst-32535	137	7	subjects	subject	NOUN
ajst-32535	137	8	share	share	VERB
ajst-32535	137	9	similar	similar	ADJ
ajst-32535	137	10	physical	physical	ADJ
ajst-32535	137	11	characteristics	characteristic	NOUN
ajst-32535	137	12	(	(	PUNCT
ajst-32535	137	13	body	body	NOUN
ajst-32535	137	14	type	type	NOUN
ajst-32535	137	15	)	)	PUNCT
ajst-32535	137	16	or	or	CCONJ
ajst-32535	137	17	are	be	AUX
ajst-32535	137	18	positioned	position	VERB
ajst-32535	137	19	close	close	ADV
ajst-32535	137	20	together	together	ADV
ajst-32535	137	21	.	.	PUNCT
ajst-32535	138	1	the	the	DET
ajst-32535	138	2	physiological	physiological	ADJ
ajst-32535	138	3	signal	signal	NOUN
ajst-32535	138	4	frequencies	frequency	NOUN
ajst-32535	138	5	of	of	ADP
ajst-32535	138	6	multiple	multiple	ADJ
ajst-32535	138	7	subjects	subject	NOUN
ajst-32535	138	8	may	may	AUX
ajst-32535	138	9	be	be	AUX
ajst-32535	138	10	close	close	ADJ
ajst-32535	138	11	or	or	CCONJ
ajst-32535	138	12	overlapping	overlap	VERB
ajst-32535	138	13	(	(	PUNCT
ajst-32535	138	14	such	such	ADJ
ajst-32535	138	15	as	as	ADP
ajst-32535	138	16	similar	similar	ADJ
ajst-32535	138	17	respiratory	respiratory	ADJ
ajst-32535	138	18	rates	rate	NOUN
ajst-32535	138	19	or	or	CCONJ
ajst-32535	138	20	heart	heart	NOUN
ajst-32535	138	21	rates	rate	NOUN
ajst-32535	138	22	)	)	PUNCT
ajst-32535	138	23	,	,	PUNCT
ajst-32535	138	24	leading	lead	VERB
ajst-32535	138	25	to	to	ADP
ajst-32535	138	26	frequency	frequency	NOUN
ajst-32535	138	27	domain	domain	NOUN
ajst-32535	138	28	aliasing	aliasing	NOUN
ajst-32535	138	29	that	that	PRON
ajst-32535	138	30	obscures	obscure	VERB
ajst-32535	138	31	the	the	DET
ajst-32535	138	32	precise	precise	ADJ
ajst-32535	138	33	identification	identification	NOUN
ajst-32535	138	34	of	of	ADP
ajst-32535	138	35	individual	individual	ADJ
ajst-32535	138	36	frequencies	frequency	NOUN
ajst-32535	138	37	.	.	PUNCT
ajst-32535	139	1	real	real	ADJ
ajst-32535	139	2	-	-	PUNCT
ajst-32535	139	3	time	time	NOUN
ajst-32535	139	4	separation	separation	NOUN
ajst-32535	139	5	and	and	CCONJ
ajst-32535	139	6	tracking	tracking	NOUN
ajst-32535	139	7	of	of	ADP
ajst-32535	139	8	signals	signal	NOUN
ajst-32535	139	9	from	from	ADP
ajst-32535	139	10	multiple	multiple	ADJ
ajst-32535	139	11	subjects	subject	NOUN
ajst-32535	139	12	necessitates	necessitate	VERB
ajst-32535	139	13	more	more	ADV
ajst-32535	139	14	sophisticated	sophisticated	ADJ
ajst-32535	139	15	algorithms	algorithm	NOUN
ajst-32535	139	16	(	(	PUNCT
ajst-32535	139	17	such	such	ADJ
ajst-32535	139	18	as	as	ADP
ajst-32535	139	19	advanced	advanced	ADJ
ajst-32535	139	20	blind	blind	ADJ
ajst-32535	139	21	source	source	NOUN
ajst-32535	139	22	separation	separation	NOUN
ajst-32535	139	23	techniques	technique	NOUN
ajst-32535	139	24	,	,	PUNCT
ajst-32535	139	25	spatial	spatial	ADJ
ajst-32535	139	26	filtering	filtering	NOUN
ajst-32535	139	27	like	like	ADP
ajst-32535	139	28	beamforming	beamforming	NOUN
ajst-32535	139	29	,	,	PUNCT
ajst-32535	139	30	and	and	CCONJ
ajst-32535	139	31	target	target	VERB
ajst-32535	139	32	tracking	tracking	NOUN
ajst-32535	139	33	algorithms	algorithm	NOUN
ajst-32535	139	34	)	)	PUNCT
ajst-32535	139	35	.	.	PUNCT
ajst-32535	140	1	this	this	PRON
ajst-32535	140	2	places	place	NOUN
ajst-32535	140	3	higher	high	ADJ
ajst-32535	140	4	demands	demand	NOUN
ajst-32535	140	5	on	on	ADP
ajst-32535	140	6	the	the	DET
ajst-32535	140	7	computational	computational	ADJ
ajst-32535	140	8	capabilities	capability	NOUN
ajst-32535	140	9	of	of	ADP
ajst-32535	140	10	edge	edge	NOUN
ajst-32535	140	11	devices	device	NOUN
ajst-32535	140	12	,	,	PUNCT
ajst-32535	140	13	potentially	potentially	ADV
ajst-32535	140	14	leading	lead	VERB
ajst-32535	140	15	to	to	ADP
ajst-32535	140	16	processing	processing	NOUN
ajst-32535	140	17	delays	delay	NOUN
ajst-32535	140	18	or	or	CCONJ
ajst-32535	140	19	increased	increase	VERB
ajst-32535	140	20	system	system	NOUN
ajst-32535	140	21	power	power	NOUN
ajst-32535	140	22	consumption	consumption	NOUN
ajst-32535	140	23	.	.	PUNCT
ajst-32535	141	1	26	26	NUM
ajst-32535	141	2	addressing	address	VERB
ajst-32535	141	3	multi	multi	ADJ
ajst-32535	141	4	-	-	NOUN
ajst-32535	141	5	target	target	ADJ
ajst-32535	141	6	monitoring	monitoring	NOUN
ajst-32535	141	7	necessitates	necessitate	VERB
ajst-32535	141	8	integrating	integrate	VERB
ajst-32535	141	9	spatial	spatial	ADJ
ajst-32535	141	10	positioning	positioning	NOUN
ajst-32535	141	11	technologies	technology	NOUN
ajst-32535	141	12	(	(	PUNCT
ajst-32535	141	13	for	for	ADP
ajst-32535	141	14	precise	precise	ADJ
ajst-32535	141	15	individual	individual	ADJ
ajst-32535	141	16	location	location	NOUN
ajst-32535	141	17	)	)	PUNCT
ajst-32535	141	18	,	,	PUNCT
ajst-32535	141	19	enhanced	enhance	VERB
ajst-32535	141	20	signal	signal	NOUN
ajst-32535	141	21	processing	processing	NOUN
ajst-32535	141	22	capabilities	capability	NOUN
ajst-32535	141	23	(	(	PUNCT
ajst-32535	141	24	such	such	ADJ
ajst-32535	141	25	as	as	ADP
ajst-32535	141	26	spatial	spatial	ADJ
ajst-32535	141	27	filtering	filtering	NOUN
ajst-32535	141	28	using	use	VERB
ajst-32535	141	29	multi	multi	ADJ
ajst-32535	141	30	-	-	ADJ
ajst-32535	141	31	antenna	antenna	NOUN
ajst-32535	141	32	arrays	array	VERB
ajst-32535	141	33	)	)	PUNCT
ajst-32535	141	34	,	,	PUNCT
ajst-32535	141	35	and	and	CCONJ
ajst-32535	141	36	efficient	efficient	ADJ
ajst-32535	141	37	machine	machine	NOUN
ajst-32535	141	38	learning	learning	NOUN
ajst-32535	141	39	models	model	NOUN
ajst-32535	141	40	to	to	PART
ajst-32535	141	41	distinguish	distinguish	VERB
ajst-32535	141	42	and	and	CCONJ
ajst-32535	141	43	track	track	VERB
ajst-32535	141	44	each	each	DET
ajst-32535	141	45	individual	individual	NOUN
ajst-32535	141	46	's	's	PART
ajst-32535	141	47	physiological	physiological	ADJ
ajst-32535	141	48	characteristics	characteristic	NOUN
ajst-32535	141	49	.	.	PUNCT
ajst-32535	142	1	5	5	X
ajst-32535	142	2	.	.	X
ajst-32535	142	3	conclusion	conclusion	NOUN
ajst-32535	142	4	this	this	DET
ajst-32535	142	5	study	study	NOUN
ajst-32535	142	6	systematically	systematically	ADV
ajst-32535	142	7	explores	explore	VERB
ajst-32535	142	8	vital	vital	ADJ
ajst-32535	142	9	signs	sign	NOUN
ajst-32535	142	10	monitoring	monitor	VERB
ajst-32535	142	11	technology	technology	NOUN
ajst-32535	142	12	based	base	VERB
ajst-32535	142	13	on	on	ADP
ajst-32535	142	14	wireless	wireless	ADJ
ajst-32535	142	15	perception	perception	NOUN
ajst-32535	142	16	,	,	PUNCT
ajst-32535	142	17	with	with	ADP
ajst-32535	142	18	core	core	NOUN
ajst-32535	142	19	achievements	achievement	NOUN
ajst-32535	142	20	summarised	summarise	VERB
ajst-32535	142	21	in	in	ADP
ajst-32535	142	22	three	three	NUM
ajst-32535	142	23	aspects	aspect	NOUN
ajst-32535	142	24	.	.	PUNCT
ajst-32535	143	1	firstly	firstly	ADV
ajst-32535	143	2	,	,	PUNCT
ajst-32535	143	3	technological	technological	ADJ
ajst-32535	143	4	evolution	evolution	NOUN
ajst-32535	143	5	breakthroughs	breakthrough	NOUN
ajst-32535	143	6	.	.	PUNCT
ajst-32535	144	1	in	in	ADP
ajst-32535	144	2	respiratory	respiratory	ADJ
ajst-32535	144	3	monitoring	monitoring	NOUN
ajst-32535	144	4	,	,	PUNCT
ajst-32535	144	5	csi	csi	PROPN
ajst-32535	144	6	complex	complex	ADJ
ajst-32535	144	7	-	-	PUNCT
ajst-32535	144	8	domain	domain	NOUN
ajst-32535	144	9	signal	signal	NOUN
ajst-32535	144	10	processing	processing	NOUN
ajst-32535	144	11	and	and	CCONJ
ajst-32535	144	12	csi	csi	PROPN
ajst-32535	144	13	ratio	ratio	NOUN
ajst-32535	144	14	trajectory	trajectory	NOUN
ajst-32535	144	15	analysis	analysis	NOUN
ajst-32535	144	16	significantly	significantly	ADV
ajst-32535	144	17	enhanced	enhance	VERB
ajst-32535	144	18	respiratory	respiratory	ADJ
ajst-32535	144	19	rate	rate	NOUN
ajst-32535	144	20	detection	detection	NOUN
ajst-32535	144	21	accuracy	accuracy	NOUN
ajst-32535	144	22	(	(	PUNCT
ajst-32535	144	23	error	error	NOUN
ajst-32535	144	24	≤0.5	≤0.5	X
ajst-32535	144	25	bpm	bpm	NOUN
ajst-32535	144	26	)	)	PUNCT
ajst-32535	144	27	,	,	PUNCT
ajst-32535	144	28	achieving	achieve	VERB
ajst-32535	144	29	substantial	substantial	ADJ
ajst-32535	144	30	progress	progress	NOUN
ajst-32535	144	31	in	in	ADP
ajst-32535	144	32	environmental	environmental	ADJ
ajst-32535	144	33	interference	interference	NOUN
ajst-32535	144	34	resistance	resistance	NOUN
ajst-32535	144	35	(	(	PUNCT
ajst-32535	144	36	static	static	ADJ
ajst-32535	144	37	object	object	NOUN
ajst-32535	144	38	occlusion	occlusion	NOUN
ajst-32535	144	39	,	,	PUNCT
ajst-32535	144	40	nlos	nlos	NOUN
ajst-32535	144	41	scenarios	scenario	NOUN
ajst-32535	144	42	)	)	PUNCT
ajst-32535	144	43	.	.	PUNCT
ajst-32535	145	1	for	for	ADP
ajst-32535	145	2	heart	heart	NOUN
ajst-32535	145	3	rate	rate	NOUN
ajst-32535	145	4	monitoring	monitoring	NOUN
ajst-32535	145	5	,	,	PUNCT
ajst-32535	145	6	innovative	innovative	ADJ
ajst-32535	145	7	techniques	technique	NOUN
ajst-32535	145	8	such	such	ADJ
ajst-32535	145	9	as	as	ADP
ajst-32535	145	10	rotating	rotate	VERB
ajst-32535	145	11	projection	projection	NOUN
ajst-32535	145	12	fusion	fusion	NOUN
ajst-32535	145	13	of	of	ADP
ajst-32535	145	14	amplitude	amplitude	NOUN
ajst-32535	145	15	-	-	PUNCT
ajst-32535	145	16	phase	phase	NOUN
ajst-32535	145	17	information	information	NOUN
ajst-32535	145	18	and	and	CCONJ
ajst-32535	145	19	hsr	hsr	NOUN
ajst-32535	145	20	subcarrier	subcarrier	NOUN
ajst-32535	145	21	selection	selection	NOUN
ajst-32535	145	22	,	,	PUNCT
ajst-32535	145	23	combined	combine	VERB
ajst-32535	145	24	with	with	ADP
ajst-32535	145	25	end	end	NOUN
ajst-32535	145	26	-	-	PUNCT
ajst-32535	145	27	to	to	ADP
ajst-32535	145	28	-	-	PUNCT
ajst-32535	145	29	end	end	NOUN
ajst-32535	145	30	cnn	cnn	PROPN
ajst-32535	145	31	learning	learning	NOUN
ajst-32535	145	32	,	,	PUNCT
ajst-32535	145	33	achieved	achieve	VERB
ajst-32535	145	34	a	a	DET
ajst-32535	145	35	median	median	ADJ
ajst-32535	145	36	error	error	NOUN
ajst-32535	145	37	of	of	ADP
ajst-32535	145	38	0.8	0.8	NUM
ajst-32535	145	39	bpm	bpm	NOUN
ajst-32535	145	40	in	in	ADP
ajst-32535	145	41	static	static	ADJ
ajst-32535	145	42	scenarios	scenario	NOUN
ajst-32535	145	43	(	(	PUNCT
ajst-32535	145	44	a	a	DET
ajst-32535	145	45	20	20	NUM
ajst-32535	145	46	%	%	NOUN
ajst-32535	145	47	improvement	improvement	NOUN
ajst-32535	145	48	over	over	ADP
ajst-32535	145	49	baseline	baseline	NOUN
ajst-32535	145	50	)	)	PUNCT
ajst-32535	145	51	,	,	PUNCT
ajst-32535	145	52	resolving	resolve	VERB
ajst-32535	145	53	the	the	DET
ajst-32535	145	54	challenge	challenge	NOUN
ajst-32535	145	55	of	of	ADP
ajst-32535	145	56	extracting	extract	VERB
ajst-32535	145	57	physiological	physiological	ADJ
ajst-32535	145	58	features	feature	NOUN
ajst-32535	145	59	under	under	ADP
ajst-32535	145	60	weak	weak	ADJ
ajst-32535	145	61	signal	signal	ADJ
ajst-32535	145	62	conditions	condition	NOUN
ajst-32535	145	63	.	.	PUNCT
ajst-32535	146	1	secondly	secondly	ADV
ajst-32535	146	2	,	,	PUNCT
ajst-32535	146	3	comprehensive	comprehensive	ADJ
ajst-32535	146	4	application	application	NOUN
ajst-32535	146	5	validation	validation	NOUN
ajst-32535	146	6	spans	span	VERB
ajst-32535	146	7	four	four	NUM
ajst-32535	146	8	key	key	ADJ
ajst-32535	146	9	scenarios	scenario	NOUN
ajst-32535	146	10	:	:	PUNCT
ajst-32535	146	11	medical	medical	ADJ
ajst-32535	146	12	monitoring	monitoring	NOUN
ajst-32535	146	13	,	,	PUNCT
ajst-32535	146	14	sleep	sleep	NOUN
ajst-32535	146	15	surveillance	surveillance	NOUN
ajst-32535	146	16	,	,	PUNCT
ajst-32535	146	17	home	home	NOUN
ajst-32535	146	18	-	-	PUNCT
ajst-32535	146	19	based	base	VERB
ajst-32535	146	20	elderly	elderly	ADJ
ajst-32535	146	21	care	care	NOUN
ajst-32535	146	22	,	,	PUNCT
ajst-32535	146	23	and	and	CCONJ
ajst-32535	146	24	vehicle	vehicle	NOUN
ajst-32535	146	25	safety	safety	NOUN
ajst-32535	146	26	.	.	PUNCT
ajst-32535	147	1	this	this	PRON
ajst-32535	147	2	demonstrates	demonstrate	VERB
ajst-32535	147	3	the	the	DET
ajst-32535	147	4	technology	technology	NOUN
ajst-32535	147	5	's	's	PART
ajst-32535	147	6	universal	universal	ADJ
ajst-32535	147	7	applicability	applicability	NOUN
ajst-32535	147	8	and	and	CCONJ
ajst-32535	147	9	societal	societal	ADJ
ajst-32535	147	10	value	value	NOUN
ajst-32535	147	11	across	across	ADP
ajst-32535	147	12	complex	complex	ADJ
ajst-32535	147	13	environments	environment	NOUN
ajst-32535	147	14	.	.	PUNCT
ajst-32535	148	1	the	the	DET
ajst-32535	148	2	third	third	ADJ
ajst-32535	148	3	point	point	NOUN
ajst-32535	148	4	concerns	concern	VERB
ajst-32535	148	5	the	the	DET
ajst-32535	148	6	identification	identification	NOUN
ajst-32535	148	7	of	of	ADP
ajst-32535	148	8	core	core	NOUN
ajst-32535	148	9	bottlenecks	bottleneck	NOUN
ajst-32535	148	10	.	.	PUNCT
ajst-32535	149	1	existing	exist	VERB
ajst-32535	149	2	challenges	challenge	NOUN
ajst-32535	149	3	are	be	AUX
ajst-32535	149	4	concentrated	concentrate	VERB
ajst-32535	149	5	across	across	ADP
ajst-32535	149	6	four	four	NUM
ajst-32535	149	7	dimensions	dimension	NOUN
ajst-32535	149	8	:	:	PUNCT
ajst-32535	149	9	environmental	environmental	ADJ
ajst-32535	149	10	interference	interference	NOUN
ajst-32535	149	11	,	,	PUNCT
ajst-32535	149	12	robustness	robustness	NOUN
ajst-32535	149	13	challenges	challenge	NOUN
ajst-32535	149	14	,	,	PUNCT
ajst-32535	149	15	individual	individual	ADJ
ajst-32535	149	16	variations	variation	NOUN
ajst-32535	149	17	,	,	PUNCT
ajst-32535	149	18	and	and	CCONJ
ajst-32535	149	19	multi	multi	ADJ
ajst-32535	149	20	-	-	ADJ
ajst-32535	149	21	object	object	ADJ
ajst-32535	149	22	separation	separation	NOUN
ajst-32535	149	23	.	.	PUNCT
ajst-32535	150	1	interdisciplinary	interdisciplinary	ADJ
ajst-32535	150	2	collaborative	collaborative	ADJ
ajst-32535	150	3	research	research	NOUN
ajst-32535	150	4	is	be	AUX
ajst-32535	150	5	urgently	urgently	ADV
ajst-32535	150	6	required	require	VERB
ajst-32535	150	7	to	to	PART
ajst-32535	150	8	address	address	VERB
ajst-32535	150	9	these	these	DET
ajst-32535	150	10	issues	issue	NOUN
ajst-32535	150	11	.	.	PUNCT
ajst-32535	151	1	to	to	PART
ajst-32535	151	2	overcome	overcome	VERB
ajst-32535	151	3	existing	exist	VERB
ajst-32535	151	4	technical	technical	ADJ
ajst-32535	151	5	limitations	limitation	NOUN
ajst-32535	151	6	,	,	PUNCT
ajst-32535	151	7	subsequent	subsequent	ADJ
ajst-32535	151	8	research	research	NOUN
ajst-32535	151	9	will	will	AUX
ajst-32535	151	10	concentrate	concentrate	VERB
ajst-32535	151	11	on	on	ADP
ajst-32535	151	12	four	four	NUM
ajst-32535	151	13	key	key	ADJ
ajst-32535	151	14	directions	direction	NOUN
ajst-32535	151	15	.	.	PUNCT
ajst-32535	152	1	the	the	DET
ajst-32535	152	2	first	first	ADJ
ajst-32535	152	3	direction	direction	NOUN
ajst-32535	152	4	is	be	AUX
ajst-32535	152	5	multimodal	multimodal	ADJ
ajst-32535	152	6	perception	perception	NOUN
ajst-32535	152	7	fusion	fusion	NOUN
ajst-32535	152	8	.	.	PUNCT
ajst-32535	153	1	integrating	integrate	VERB
ajst-32535	153	2	data	datum	NOUN
ajst-32535	153	3	from	from	ADP
ajst-32535	153	4	diverse	diverse	ADJ
ajst-32535	153	5	sensors	sensor	NOUN
ajst-32535	153	6	such	such	ADJ
ajst-32535	153	7	as	as	ADP
ajst-32535	153	8	radar	radar	NOUN
ajst-32535	153	9	and	and	CCONJ
ajst-32535	153	10	infrared	infrared	NOUN
ajst-32535	153	11	can	can	AUX
ajst-32535	153	12	enhance	enhance	VERB
ajst-32535	153	13	monitoring	monitor	VERB
ajst-32535	153	14	stability	stability	NOUN
ajst-32535	153	15	in	in	ADP
ajst-32535	153	16	complex	complex	ADJ
ajst-32535	153	17	environments	environment	NOUN
ajst-32535	153	18	(	(	PUNCT
ajst-32535	153	19	e.g.	e.g.	ADV
ajst-32535	153	20	,	,	PUNCT
ajst-32535	153	21	multiperson	multiperson	NOUN
ajst-32535	153	22	scenarios	scenario	NOUN
ajst-32535	153	23	,	,	PUNCT
ajst-32535	153	24	strong	strong	ADJ
ajst-32535	153	25	interference	interference	NOUN
ajst-32535	153	26	)	)	PUNCT
ajst-32535	153	27	.	.	PUNCT
ajst-32535	154	1	the	the	DET
ajst-32535	154	2	second	second	ADJ
ajst-32535	154	3	direction	direction	NOUN
ajst-32535	154	4	is	be	AUX
ajst-32535	154	5	lightweight	lightweight	ADJ
ajst-32535	154	6	algorithm	algorithm	NOUN
ajst-32535	154	7	development	development	NOUN
ajst-32535	154	8	.	.	PUNCT
ajst-32535	155	1	by	by	ADP
ajst-32535	155	2	designing	design	VERB
ajst-32535	155	3	more	more	ADV
ajst-32535	155	4	streamlined	streamlined	ADJ
ajst-32535	155	5	ai	ai	NOUN
ajst-32535	155	6	models	model	NOUN
ajst-32535	155	7	,	,	PUNCT
ajst-32535	155	8	compatibility	compatibility	NOUN
ajst-32535	155	9	with	with	ADP
ajst-32535	155	10	everyday	everyday	ADJ
ajst-32535	155	11	devices	device	NOUN
ajst-32535	155	12	like	like	ADP
ajst-32535	155	13	smartphones	smartphone	NOUN
ajst-32535	155	14	and	and	CCONJ
ajst-32535	155	15	wristbands	wristband	NOUN
ajst-32535	155	16	can	can	AUX
ajst-32535	155	17	be	be	AUX
ajst-32535	155	18	achieved	achieve	VERB
ajst-32535	155	19	,	,	PUNCT
ajst-32535	155	20	enabling	enable	VERB
ajst-32535	155	21	low	low	ADJ
ajst-32535	155	22	-	-	PUNCT
ajst-32535	155	23	power	power	NOUN
ajst-32535	155	24	real	real	ADJ
ajst-32535	155	25	-	-	PUNCT
ajst-32535	155	26	time	time	NOUN
ajst-32535	155	27	monitoring	monitoring	NOUN
ajst-32535	155	28	.	.	PUNCT
ajst-32535	156	1	the	the	DET
ajst-32535	156	2	third	third	ADJ
ajst-32535	156	3	direction	direction	NOUN
ajst-32535	156	4	is	be	AUX
ajst-32535	156	5	individual	individual	ADJ
ajst-32535	156	6	adaptive	adaptive	ADJ
ajst-32535	156	7	optimisation	optimisation	NOUN
ajst-32535	156	8	.	.	PUNCT
ajst-32535	157	1	this	this	PRON
ajst-32535	157	2	involves	involve	VERB
ajst-32535	157	3	developing	develop	VERB
ajst-32535	157	4	automatic	automatic	ADJ
ajst-32535	157	5	calibration	calibration	NOUN
ajst-32535	157	6	techniques	technique	NOUN
ajst-32535	157	7	to	to	PART
ajst-32535	157	8	mitigate	mitigate	VERB
ajst-32535	157	9	the	the	DET
ajst-32535	157	10	effects	effect	NOUN
ajst-32535	157	11	of	of	ADP
ajst-32535	157	12	body	body	NOUN
ajst-32535	157	13	size	size	NOUN
ajst-32535	157	14	and	and	CCONJ
ajst-32535	157	15	posture	posture	NOUN
ajst-32535	157	16	variations	variation	NOUN
ajst-32535	157	17	,	,	PUNCT
ajst-32535	157	18	thereby	thereby	ADV
ajst-32535	157	19	extending	extend	VERB
ajst-32535	157	20	the	the	DET
ajst-32535	157	21	effective	effective	ADJ
ajst-32535	157	22	monitoring	monitoring	NOUN
ajst-32535	157	23	range	range	NOUN
ajst-32535	157	24	(	(	PUNCT
ajst-32535	157	25	3	3	NUM
ajst-32535	157	26	-	-	SYM
ajst-32535	157	27	5	5	NUM
ajst-32535	157	28	metres	metre	NOUN
ajst-32535	157	29	)	)	PUNCT
ajst-32535	157	30	.	.	PUNCT
ajst-32535	158	1	the	the	DET
ajst-32535	158	2	fourth	fourth	ADJ
ajst-32535	158	3	direction	direction	NOUN
ajst-32535	158	4	is	be	AUX
ajst-32535	158	5	medical	medical	ADJ
ajst-32535	158	6	scenario	scenario	NOUN
ajst-32535	158	7	implementation	implementation	NOUN
ajst-32535	158	8	.	.	PUNCT
ajst-32535	159	1	collaborating	collaborate	VERB
ajst-32535	159	2	with	with	ADP
ajst-32535	159	3	hospitals	hospital	NOUN
ajst-32535	159	4	to	to	PART
ajst-32535	159	5	establish	establish	VERB
ajst-32535	159	6	pathological	pathological	ADJ
ajst-32535	159	7	databases	database	NOUN
ajst-32535	159	8	will	will	AUX
ajst-32535	159	9	facilitate	facilitate	VERB
ajst-32535	159	10	the	the	DET
ajst-32535	159	11	integration	integration	NOUN
ajst-32535	159	12	of	of	ADP
ajst-32535	159	13	this	this	DET
ajst-32535	159	14	technology	technology	NOUN
ajst-32535	159	15	into	into	ADP
ajst-32535	159	16	clinical	clinical	ADJ
ajst-32535	159	17	monitoring	monitoring	NOUN
ajst-32535	159	18	systems	system	NOUN
ajst-32535	159	19	,	,	PUNCT
ajst-32535	159	20	with	with	ADP
ajst-32535	159	21	the	the	DET
ajst-32535	159	22	aim	aim	NOUN
ajst-32535	159	23	of	of	ADP
ajst-32535	159	24	securing	secure	VERB
ajst-32535	159	25	medical	medical	ADJ
ajst-32535	159	26	certification	certification	NOUN
ajst-32535	159	27	.	.	PUNCT
ajst-32535	160	1	references	reference	NOUN
ajst-32535	160	2	[	[	X
ajst-32535	160	3	1	1	NUM
ajst-32535	160	4	]	]	X
ajst-32535	160	5	wang	wang	PROPN
ajst-32535	160	6	,	,	PUNCT
ajst-32535	160	7	j.	j.	PROPN
ajst-32535	160	8	et	et	PROPN
ajst-32535	160	9	al	al	PROPN
ajst-32535	160	10	.	.	PROPN
ajst-32535	161	1	(	(	PUNCT
ajst-32535	161	2	2024	2024	NUM
ajst-32535	161	3	)	)	PUNCT
ajst-32535	161	4	.	.	PUNCT
ajst-32535	162	1	multi	multi	ADJ
ajst-32535	162	2	-	-	ADJ
ajst-32535	162	3	user	user	ADJ
ajst-32535	162	4	vital	vital	ADJ
ajst-32535	162	5	sign	sign	NOUN
ajst-32535	162	6	tracking	tracking	NOUN
ajst-32535	162	7	using	use	VERB
ajst-32535	162	8	terahertz	terahertz	NOUN
ajst-32535	162	9	beamforming	beamforme	VERB
ajst-32535	162	10	in	in	ADP
ajst-32535	162	11	dense	dense	ADJ
ajst-32535	162	12	clinical	clinical	ADJ
ajst-32535	162	13	environments	environment	NOUN
ajst-32535	162	14	.	.	PUNCT
ajst-32535	163	1	ieee	ieee	PROPN
ajst-32535	163	2	journal	journal	PROPN
ajst-32535	163	3	of	of	ADP
ajst-32535	163	4	biomedical	biomedical	ADJ
ajst-32535	163	5	and	and	CCONJ
ajst-32535	163	6	health	health	NOUN
ajst-32535	163	7	informatics	informatic	NOUN
ajst-32535	163	8	.	.	PUNCT
ajst-32535	164	1	[	[	X
ajst-32535	164	2	2	2	NUM
ajst-32535	164	3	]	]	PUNCT
ajst-32535	164	4	mosleh	mosleh	NOUN
ajst-32535	164	5	,	,	PUNCT
ajst-32535	164	6	s.	s.	PROPN
ajst-32535	164	7	,	,	PUNCT
ajst-32535	164	8	coder	coder	PROPN
ajst-32535	164	9	,	,	PUNCT
ajst-32535	164	10	j.	j.	PROPN
ajst-32535	164	11	b.	b.	PROPN
ajst-32535	164	12	,	,	PUNCT
ajst-32535	164	13	scully	scully	ADV
ajst-32535	164	14	,	,	PUNCT
ajst-32535	164	15	c.	c.	PROPN
ajst-32535	164	16	g.	g.	PROPN
ajst-32535	164	17	,	,	PUNCT
ajst-32535	164	18	forsyth	forsyth	PROPN
ajst-32535	164	19	,	,	PUNCT
ajst-32535	164	20	k.	k.	PROPN
ajst-32535	164	21	,	,	PUNCT
ajst-32535	164	22	&	&	CCONJ
ajst-32535	164	23	al	al	PROPN
ajst-32535	164	24	kalaa	kalaa	PROPN
ajst-32535	164	25	,	,	PUNCT
ajst-32535	164	26	m.	m.	NOUN
ajst-32535	164	27	o.	o.	PROPN
ajst-32535	164	28	(	(	PUNCT
ajst-32535	164	29	2022	2022	NUM
ajst-32535	164	30	)	)	PUNCT
ajst-32535	164	31	.	.	PUNCT
ajst-32535	165	1	monitoring	monitor	VERB
ajst-32535	165	2	respiratory	respiratory	ADJ
ajst-32535	165	3	motion	motion	NOUN
ajst-32535	165	4	with	with	ADP
ajst-32535	165	5	wi	wi	PROPN
ajst-32535	165	6	-	-	PUNCT
ajst-32535	165	7	fi	fi	NOUN
ajst-32535	165	8	csi	csi	NOUN
ajst-32535	165	9	:	:	PUNCT
ajst-32535	165	10	characterising	characterise	VERB
ajst-32535	165	11	performance	performance	NOUN
ajst-32535	165	12	and	and	CCONJ
ajst-32535	165	13	the	the	DET
ajst-32535	165	14	breathesmart	breathesmart	NOUN
ajst-32535	165	15	algorithm	algorithm	NOUN
ajst-32535	165	16	.	.	PUNCT
ajst-32535	166	1	ieee	ieee	NOUN
ajst-32535	166	2	access	access	NOUN
ajst-32535	166	3	.	.	PUNCT
ajst-32535	167	1	[	[	X
ajst-32535	167	2	3	3	NUM
ajst-32535	167	3	]	]	X
ajst-32535	167	4	zhang	zhang	PROPN
ajst-32535	167	5	,	,	PUNCT
ajst-32535	167	6	y.	y.	PROPN
ajst-32535	167	7	et	et	PROPN
ajst-32535	167	8	al	al	PROPN
ajst-32535	167	9	.	.	PROPN
ajst-32535	167	10	(	(	PUNCT
ajst-32535	167	11	2023	2023	NUM
ajst-32535	167	12	)	)	PUNCT
ajst-32535	167	13	.	.	PUNCT
ajst-32535	167	14	hybrid	hybrid	ADJ
ajst-32535	167	15	mmwave	mmwave	NOUN
ajst-32535	167	16	-	-	PUNCT
ajst-32535	167	17	csi	csi	ADJ
ajst-32535	167	18	fusion	fusion	NOUN
ajst-32535	167	19	for	for	ADP
ajst-32535	167	20	99	99	NUM
ajst-32535	167	21	%	%	NOUN
ajst-32535	167	22	accuracy	accuracy	NOUN
ajst-32535	167	23	non	non	ADJ
ajst-32535	167	24	-	-	ADJ
ajst-32535	167	25	contact	contact	ADJ
ajst-32535	167	26	vital	vital	ADJ
ajst-32535	167	27	sign	sign	NOUN
ajst-32535	167	28	monitoring	monitoring	NOUN
ajst-32535	167	29	.	.	PUNCT
ajst-32535	168	1	ieee	ieee	NOUN
ajst-32535	168	2	transactions	transaction	NOUN
ajst-32535	168	3	on	on	ADP
ajst-32535	168	4	mobile	mobile	ADJ
ajst-32535	168	5	computing	computing	NOUN
ajst-32535	168	6	,	,	PUNCT
ajst-32535	168	7	early	early	ADJ
ajst-32535	168	8	access	access	NOUN
ajst-32535	168	9	.	.	PUNCT
ajst-32535	169	1	[	[	X
ajst-32535	169	2	4	4	NUM
ajst-32535	169	3	]	]	SYM
ajst-32535	169	4	li	li	PROPN
ajst-32535	169	5	,	,	PUNCT
ajst-32535	169	6	s.	s.	PROPN
ajst-32535	169	7	,	,	PUNCT
ajst-32535	169	8	kristensen	kristensen	PROPN
ajst-32535	169	9	,	,	PUNCT
ajst-32535	169	10	a.	a.	PROPN
ajst-32535	169	11	t.	t.	PROPN
ajst-32535	169	12	,	,	PUNCT
ajst-32535	169	13	burg	burg	PROPN
ajst-32535	169	14	,	,	PUNCT
ajst-32535	169	15	a.	a.	PROPN
ajst-32535	169	16	,	,	PUNCT
ajst-32535	169	17	&	&	CCONJ
ajst-32535	169	18	balatsoukas	balatsoukas	NOUN
ajst-32535	169	19	-	-	PUNCT
ajst-32535	169	20	stimming	stimming	NOUN
ajst-32535	169	21	,	,	PUNCT
ajst-32535	169	22	a.	a.	NOUN
ajst-32535	169	23	(	(	PUNCT
ajst-32535	169	24	2025	2025	NUM
ajst-32535	169	25	)	)	PUNCT
ajst-32535	169	26	.	.	PUNCT
ajst-32535	170	1	complexbeat	complexbeat	NOUN
ajst-32535	170	2	:	:	PUNCT
ajst-32535	170	3	breathing	breathing	NOUN
ajst-32535	170	4	rate	rate	NOUN
ajst-32535	170	5	estimation	estimation	NOUN
ajst-32535	170	6	from	from	ADP
ajst-32535	170	7	complex	complex	ADJ
ajst-32535	170	8	csi	csi	PROPN
ajst-32535	170	9	.	.	PUNCT
ajst-32535	171	1	telecommunication	telecommunication	NOUN
ajst-32535	171	2	circuits	circuit	NOUN
ajst-32535	171	3	laboratory	laboratory	NOUN
ajst-32535	171	4	,	,	PUNCT
ajst-32535	171	5	école	école	X
ajst-32535	171	6	polytechnique	polytechnique	X
ajst-32535	171	7	fédérale	fédérale	PROPN
ajst-32535	171	8	de	de	X
ajst-32535	171	9	lausanne	lausanne	PROPN
ajst-32535	171	10	,	,	PUNCT
ajst-32535	171	11	switzerland	switzerland	PROPN
ajst-32535	171	12	;	;	PUNCT
ajst-32535	171	13	eindhoven	eindhoven	ADJ
ajst-32535	171	14	university	university	NOUN
ajst-32535	171	15	of	of	ADP
ajst-32535	171	16	technology	technology	PROPN
ajst-32535	171	17	,	,	PUNCT
ajst-32535	171	18	netherlands	netherlands	PROPN
ajst-32535	171	19	.	.	PUNCT
ajst-32535	172	1	[	[	X
ajst-32535	172	2	5	5	NUM
ajst-32535	172	3	]	]	X
ajst-32535	172	4	zhuang	zhuang	PROPN
ajst-32535	172	5	,	,	PUNCT
ajst-32535	172	6	w.	w.	PROPN
ajst-32535	172	7	,	,	PUNCT
ajst-32535	172	8	lu	lu	PROPN
ajst-32535	172	9	,	,	PUNCT
ajst-32535	172	10	y.	y.	PROPN
ajst-32535	172	11	,	,	PUNCT
ajst-32535	172	12	shen	shen	PROPN
ajst-32535	172	13	,	,	PUNCT
ajst-32535	172	14	y.	y.	PROPN
ajst-32535	172	15	,	,	PUNCT
ajst-32535	172	16	&	&	CCONJ
ajst-32535	172	17	su	su	PROPN
ajst-32535	172	18	,	,	PUNCT
ajst-32535	172	19	j.	j.	PROPN
ajst-32535	172	20	(	(	PUNCT
ajst-32535	172	21	2024	2024	NUM
ajst-32535	172	22	)	)	PUNCT
ajst-32535	172	23	.	.	PUNCT
ajst-32535	173	1	human	human	ADJ
ajst-32535	173	2	daily	daily	ADJ
ajst-32535	173	3	breathing	breathing	NOUN
ajst-32535	173	4	monitoring	monitoring	NOUN
ajst-32535	173	5	via	via	ADP
ajst-32535	173	6	analysis	analysis	NOUN
ajst-32535	173	7	of	of	ADP
ajst-32535	173	8	csi	csi	ADJ
ajst-32535	173	9	ratio	ratio	NOUN
ajst-32535	173	10	trajectories	trajectory	NOUN
ajst-32535	173	11	for	for	ADP
ajst-32535	173	12	wifi	wifi	NOUN
ajst-32535	173	13	link	link	NOUN
ajst-32535	173	14	pairs	pair	NOUN
ajst-32535	173	15	on	on	ADP
ajst-32535	173	16	the	the	DET
ajst-32535	173	17	i	i	PROPN
ajst-32535	173	18	/	/	SYM
ajst-32535	173	19	q	q	NOUN
ajst-32535	173	20	plane	plane	NOUN
ajst-32535	173	21	.	.	PUNCT
ajst-32535	174	1	sensors	sensor	NOUN
ajst-32535	174	2	.	.	PUNCT
ajst-32535	175	1	[	[	X
ajst-32535	175	2	6	6	NUM
ajst-32535	175	3	]	]	X
ajst-32535	175	4	solgun	solgun	NOUN
ajst-32535	175	5	,	,	PUNCT
ajst-32535	175	6	h.	h.	PROPN
ajst-32535	175	7	a.	a.	PROPN
ajst-32535	175	8	,	,	PUNCT
ajst-32535	175	9	ozcan	ozcan	PROPN
ajst-32535	175	10	,	,	PUNCT
ajst-32535	175	11	a.	a.	NOUN
ajst-32535	175	12	,	,	PUNCT
ajst-32535	175	13	&	&	CCONJ
ajst-32535	175	14	pinarer	pinarer	PROPN
ajst-32535	175	15	,	,	PUNCT
ajst-32535	175	16	o.	o.	PROPN
ajst-32535	175	17	(	(	PUNCT
ajst-32535	175	18	2023	2023	NUM
ajst-32535	175	19	)	)	PUNCT
ajst-32535	175	20	.	.	PUNCT
ajst-32535	176	1	real	real	ADJ
ajst-32535	176	2	-	-	PUNCT
ajst-32535	176	3	time	time	NOUN
ajst-32535	176	4	heart	heart	NOUN
ajst-32535	176	5	rate	rate	NOUN
ajst-32535	176	6	monitoring	monitoring	NOUN
ajst-32535	176	7	via	via	ADP
ajst-32535	176	8	wi	wi	PROPN
ajst-32535	176	9	-	-	PUNCT
ajst-32535	176	10	fi	fi	NOUN
ajst-32535	176	11	signal	signal	NOUN
ajst-32535	176	12	.	.	PUNCT
ajst-32535	177	1	proceedings	proceeding	NOUN
ajst-32535	177	2	of	of	ADP
ajst-32535	177	3	the	the	DET
ajst-32535	177	4	ieee	ieee	NOUN
ajst-32535	177	5	international	international	PROPN
ajst-32535	177	6	conference	conference	NOUN
ajst-32535	177	7	on	on	ADP
ajst-32535	177	8	big	big	ADJ
ajst-32535	177	9	data	datum	NOUN
ajst-32535	177	10	.	.	PUNCT
ajst-32535	178	1	27	27	NUM
ajst-32535	179	1	[	[	X
ajst-32535	179	2	7	7	NUM
ajst-32535	179	3	]	]	X
ajst-32535	179	4	sun	sun	NOUN
ajst-32535	179	5	,	,	PUNCT
ajst-32535	179	6	j.	j.	PROPN
ajst-32535	179	7	,	,	PUNCT
ajst-32535	179	8	bian	bian	PROPN
ajst-32535	179	9	,	,	PUNCT
ajst-32535	179	10	x.	x.	PROPN
ajst-32535	179	11	,	,	PUNCT
ajst-32535	179	12	&	&	CCONJ
ajst-32535	179	13	li	li	PROPN
ajst-32535	179	14	,	,	PUNCT
ajst-32535	179	15	m.	m.	NOUN
ajst-32535	179	16	(	(	PUNCT
ajst-32535	179	17	2024	2024	NUM
ajst-32535	179	18	)	)	PUNCT
ajst-32535	179	19	.	.	PUNCT
ajst-32535	180	1	non	non	ADJ
ajst-32535	180	2	-	-	ADJ
ajst-32535	180	3	contact	contact	ADJ
ajst-32535	180	4	heart	heart	NOUN
ajst-32535	180	5	rate	rate	NOUN
ajst-32535	180	6	monitoring	monitoring	NOUN
ajst-32535	180	7	method	method	NOUN
ajst-32535	180	8	based	base	VERB
ajst-32535	180	9	on	on	ADP
ajst-32535	180	10	wi	wi	PROPN
ajst-32535	180	11	-	-	PUNCT
ajst-32535	180	12	fi	fi	NOUN
ajst-32535	180	13	csi	csi	PROPN
ajst-32535	180	14	signal	signal	NOUN
ajst-32535	180	15	.	.	PUNCT
ajst-32535	181	1	sensors	sensor	NOUN
ajst-32535	181	2	.	.	PUNCT
ajst-32535	182	1	[	[	X
ajst-32535	182	2	8	8	NUM
ajst-32535	182	3	]	]	X
ajst-32535	182	4	ge	ge	PROPN
ajst-32535	182	5	,	,	PUNCT
ajst-32535	182	6	y.	y.	PROPN
ajst-32535	182	7	,	,	PUNCT
ajst-32535	182	8	taha	taha	PROPN
ajst-32535	182	9	,	,	PUNCT
ajst-32535	182	10	a.	a.	PROPN
ajst-32535	182	11	,	,	PUNCT
ajst-32535	182	12	shah	shah	PROPN
ajst-32535	182	13	,	,	PUNCT
ajst-32535	182	14	s.	s.	PROPN
ajst-32535	182	15	a.	a.	PROPN
ajst-32535	182	16	,	,	PUNCT
ajst-32535	182	17	dashtipour	dashtipour	NOUN
ajst-32535	182	18	,	,	PUNCT
ajst-32535	182	19	k.	k.	PROPN
ajst-32535	182	20	,	,	PUNCT
ajst-32535	182	21	zhu	zhu	PROPN
ajst-32535	182	22	,	,	PUNCT
ajst-32535	182	23	s.	s.	PROPN
ajst-32535	182	24	,	,	PUNCT
ajst-32535	182	25	cooper	cooper	PROPN
ajst-32535	182	26	,	,	PUNCT
ajst-32535	182	27	j.	j.	PROPN
ajst-32535	182	28	,	,	PUNCT
ajst-32535	182	29	abbasi	abbasi	PROPN
ajst-32535	182	30	,	,	PUNCT
ajst-32535	182	31	q.	q.	PROPN
ajst-32535	182	32	h.	h.	PROPN
ajst-32535	182	33	,	,	PUNCT
ajst-32535	182	34	&	&	CCONJ
ajst-32535	182	35	imran	imran	PROPN
ajst-32535	182	36	,	,	PUNCT
ajst-32535	182	37	m.	m.	NOUN
ajst-32535	182	38	a.	a.	NOUN
ajst-32535	182	39	(	(	PUNCT
ajst-32535	182	40	2023	2023	NUM
ajst-32535	182	41	)	)	PUNCT
ajst-32535	182	42	.	.	PUNCT
ajst-32535	183	1	contactless	contactless	PROPN
ajst-32535	183	2	wifi	wifi	NOUN
ajst-32535	183	3	sensing	sensing	NOUN
ajst-32535	183	4	and	and	CCONJ
ajst-32535	183	5	monitoring	monitoring	NOUN
ajst-32535	183	6	for	for	ADP
ajst-32535	183	7	future	future	ADJ
ajst-32535	183	8	healthcare	healthcare	NOUN
ajst-32535	183	9	:	:	PUNCT
ajst-32535	183	10	emerging	emerge	VERB
ajst-32535	183	11	trends	trend	NOUN
ajst-32535	183	12	,	,	PUNCT
ajst-32535	183	13	challenges	challenge	NOUN
ajst-32535	183	14	,	,	PUNCT
ajst-32535	183	15	and	and	CCONJ
ajst-32535	183	16	opportunities	opportunity	NOUN
ajst-32535	183	17	.	.	PUNCT
ajst-32535	184	1	ieee	ieee	NOUN
ajst-32535	184	2	reviews	review	NOUN
ajst-32535	184	3	in	in	ADP
ajst-32535	184	4	biomedical	biomedical	ADJ
ajst-32535	184	5	engineering	engineering	NOUN
ajst-32535	184	6	.	.	PUNCT
ajst-32535	185	1	[	[	X
ajst-32535	185	2	9	9	NUM
ajst-32535	185	3	]	]	X
ajst-32535	185	4	l.	l.	PROPN
ajst-32535	185	5	guo	guo	PROPN
ajst-32535	185	6	,	,	PUNCT
ajst-32535	185	7	z.	z.	PROPN
ajst-32535	185	8	lu	lu	PROPN
ajst-32535	185	9	,	,	PUNCT
ajst-32535	185	10	s.	s.	PROPN
ajst-32535	185	11	zhou	zhou	PROPN
ajst-32535	185	12	,	,	PUNCT
ajst-32535	185	13	x.	x.	PROPN
ajst-32535	185	14	wen	wen	PROPN
ajst-32535	185	15	,	,	PUNCT
ajst-32535	185	16	&	&	CCONJ
ajst-32535	185	17	z.	z.	PROPN
ajst-32535	185	18	he	he	PRON
ajst-32535	185	19	.	.	PUNCT
ajst-32535	186	1	(	(	PUNCT
ajst-32535	186	2	2025	2025	NUM
ajst-32535	186	3	)	)	PUNCT
ajst-32535	186	4	.	.	PUNCT
ajst-32535	187	1	emergency	emergency	NOUN
ajst-32535	187	2	semantic	semantic	ADJ
ajst-32535	187	3	feature	feature	NOUN
ajst-32535	187	4	vector	vector	NOUN
ajst-32535	187	5	extraction	extraction	NOUN
ajst-32535	187	6	from	from	ADP
ajst-32535	187	7	wifi	wifi	NOUN
ajst-32535	187	8	signals	signal	NOUN
ajst-32535	187	9	for	for	ADP
ajst-32535	187	10	in	in	ADP
ajst-32535	187	11	-	-	PUNCT
ajst-32535	187	12	home	home	NOUN
ajst-32535	187	13	monitoring	monitoring	NOUN
ajst-32535	187	14	of	of	ADP
ajst-32535	187	15	elderly	elderly	ADJ
ajst-32535	187	16	.	.	PUNCT
ajst-32535	188	1	ieee	ieee	PROPN
ajst-32535	188	2	journal	journal	PROPN
ajst-32535	188	3	on	on	ADP
ajst-32535	188	4	selected	select	VERB
ajst-32535	188	5	topics	topic	NOUN
ajst-32535	188	6	in	in	ADP
ajst-32535	188	7	signal	signal	ADJ
ajst-32535	188	8	processing	processing	NOUN
ajst-32535	188	9	.	.	PUNCT
ajst-32535	189	1	[	[	X
ajst-32535	189	2	10	10	NUM
ajst-32535	189	3	]	]	X
ajst-32535	189	4	hussain	hussain	PROPN
ajst-32535	189	5	,	,	PUNCT
ajst-32535	189	6	z.	z.	PROPN
ajst-32535	189	7	,	,	PUNCT
ajst-32535	189	8	sheng	sheng	PROPN
ajst-32535	189	9	,	,	PUNCT
ajst-32535	189	10	q.	q.	PROPN
ajst-32535	189	11	z.	z.	PROPN
ajst-32535	189	12	,	,	PUNCT
ajst-32535	189	13	zhang	zhang	PROPN
ajst-32535	189	14	,	,	PUNCT
ajst-32535	189	15	w.	w.	PROPN
ajst-32535	189	16	e.	e.	PROPN
ajst-32535	189	17	,	,	PUNCT
ajst-32535	189	18	ortiz	ortiz	PROPN
ajst-32535	189	19	,	,	PUNCT
ajst-32535	189	20	j.	j.	PROPN
ajst-32535	189	21	,	,	PUNCT
ajst-32535	189	22	&	&	CCONJ
ajst-32535	189	23	pouriyaeh	pouriyaeh	VERB
ajst-32535	189	24	,	,	PUNCT
ajst-32535	189	25	s.	s.	PROPN
ajst-32535	189	26	(	(	PUNCT
ajst-32535	189	27	2024	2024	NUM
ajst-32535	189	28	)	)	PUNCT
ajst-32535	189	29	.	.	PUNCT
ajst-32535	190	1	a	a	DET
ajst-32535	190	2	review	review	NOUN
ajst-32535	190	3	of	of	ADP
ajst-32535	190	4	the	the	DET
ajst-32535	190	5	non	non	ADJ
ajst-32535	190	6	-	-	ADJ
ajst-32535	190	7	invasive	invasive	ADJ
ajst-32535	190	8	techniques	technique	NOUN
ajst-32535	190	9	for	for	ADP
ajst-32535	190	10	monitoring	monitor	VERB
ajst-32535	190	11	different	different	ADJ
ajst-32535	190	12	aspects	aspect	NOUN
ajst-32535	190	13	of	of	ADP
ajst-32535	190	14	sleep	sleep	NOUN
ajst-32535	190	15	.	.	PUNCT
ajst-32535	191	1	acm	acm	NOUN
ajst-32535	191	2	transactions	transaction	NOUN
ajst-32535	191	3	on	on	ADP
ajst-32535	191	4	computing	compute	VERB
ajst-32535	191	5	for	for	ADP
ajst-32535	191	6	healthcare	healthcare	NOUN
ajst-32535	191	7	.	.	PUNCT
ajst-32535	192	1	[	[	X
ajst-32535	192	2	11	11	NUM
ajst-32535	192	3	]	]	X
ajst-32535	192	4	zheng	zheng	PROPN
ajst-32535	192	5	,	,	PUNCT
ajst-32535	192	6	t.	t.	PROPN
ajst-32535	192	7	,	,	PUNCT
ajst-32535	192	8	chen	chen	PROPN
ajst-32535	192	9	,	,	PUNCT
ajst-32535	192	10	z.	z.	PROPN
ajst-32535	192	11	,	,	PUNCT
ajst-32535	192	12	cai	cai	PROPN
ajst-32535	192	13	,	,	PUNCT
ajst-32535	192	14	c.	c.	PROPN
ajst-32535	192	15	,	,	PUNCT
ajst-32535	192	16	luo	luo	PROPN
ajst-32535	192	17	,	,	PUNCT
ajst-32535	192	18	j.	j.	PROPN
ajst-32535	192	19	,	,	PUNCT
ajst-32535	192	20	&	&	CCONJ
ajst-32535	192	21	zhang	zhang	PROPN
ajst-32535	192	22	,	,	PUNCT
ajst-32535	192	23	x.	x.	PROPN
ajst-32535	192	24	(	(	PUNCT
ajst-32535	192	25	2020	2020	NUM
ajst-32535	192	26	)	)	PUNCT
ajst-32535	192	27	.	.	PUNCT
ajst-32535	193	1	v2ifi	v2ifi	PROPN
ajst-32535	193	2	:	:	PUNCT
ajst-32535	193	3	in	in	ADP
ajst-32535	193	4	-	-	PUNCT
ajst-32535	193	5	vehicle	vehicle	NOUN
ajst-32535	193	6	vital	vital	ADJ
ajst-32535	193	7	sign	sign	NOUN
ajst-32535	193	8	monitoring	monitoring	NOUN
ajst-32535	193	9	via	via	ADP
ajst-32535	193	10	compact	compact	ADJ
ajst-32535	193	11	rf	rf	ADJ
ajst-32535	193	12	sensing	sensing	NOUN
ajst-32535	193	13	.	.	PUNCT
ajst-32535	194	1	proceedings	proceeding	NOUN
ajst-32535	194	2	of	of	ADP
ajst-32535	194	3	the	the	DET
ajst-32535	194	4	acm	acm	NOUN
ajst-32535	194	5	on	on	ADP
ajst-32535	194	6	interactive	interactive	ADJ
ajst-32535	194	7	,	,	PUNCT
ajst-32535	194	8	mobile	mobile	ADJ
ajst-32535	194	9	,	,	PUNCT
ajst-32535	194	10	wearable	wearable	ADJ
ajst-32535	194	11	and	and	CCONJ
ajst-32535	194	12	ubiquitous	ubiquitous	ADJ
ajst-32535	194	13	technologies	technology	NOUN
ajst-32535	194	14	.	.	PUNCT