id	sid	tid	token	lemma	pos
ajst-32002	1	1	103	103	NUM
ajst-32002	1	2	research	research	NOUN
ajst-32002	1	3	on	on	ADP
ajst-32002	1	4	adaptive	adaptive	ADJ
ajst-32002	1	5	environment	environment	NOUN
ajst-32002	1	6	control	control	NOUN
ajst-32002	1	7	system	system	NOUN
ajst-32002	1	8	based	base	VERB
ajst-32002	1	9	on	on	ADP
ajst-32002	1	10	image	image	NOUN
ajst-32002	1	11	recognition	recognition	NOUN
ajst-32002	1	12	bowen	bowen	PROPN
ajst-32002	1	13	zhao	zhao	PROPN
ajst-32002	1	14	*	*	PROPN
ajst-32002	1	15	nanjing	nanjing	PROPN
ajst-32002	1	16	university	university	PROPN
ajst-32002	1	17	of	of	ADP
ajst-32002	1	18	posts	post	NOUN
ajst-32002	1	19	and	and	CCONJ
ajst-32002	1	20	telecommunications	telecommunication	NOUN
ajst-32002	1	21	,	,	PUNCT
ajst-32002	1	22	nanjing	nanjing	PROPN
ajst-32002	1	23	,	,	PUNCT
ajst-32002	1	24	jiangsu	jiangsu	PROPN
ajst-32002	1	25	,	,	PUNCT
ajst-32002	1	26	210023	210023	NUM
ajst-32002	1	27	china	china	NOUN
ajst-32002	1	28	*	*	PUNCT
ajst-32002	1	29	corresponding	correspond	VERB
ajst-32002	1	30	author	author	NOUN
ajst-32002	1	31	email	email	NOUN
ajst-32002	1	32	:	:	PUNCT
ajst-32002	1	33	3559934441@qq.com	3559934441@qq.com	NUM
ajst-32002	1	34	abstract	abstract	NOUN
ajst-32002	1	35	.	.	PUNCT
ajst-32002	2	1	this	this	DET
ajst-32002	2	2	review	review	NOUN
ajst-32002	2	3	paper	paper	NOUN
ajst-32002	2	4	investigates	investigate	VERB
ajst-32002	2	5	the	the	DET
ajst-32002	2	6	current	current	ADJ
ajst-32002	2	7	research	research	NOUN
ajst-32002	2	8	status	status	NOUN
ajst-32002	2	9	of	of	ADP
ajst-32002	2	10	adaptive	adaptive	ADJ
ajst-32002	2	11	environmental	environmental	ADJ
ajst-32002	2	12	control	control	NOUN
ajst-32002	2	13	systems	system	NOUN
ajst-32002	2	14	driven	drive	VERB
ajst-32002	2	15	by	by	ADP
ajst-32002	2	16	image	image	NOUN
ajst-32002	2	17	recognition	recognition	NOUN
ajst-32002	2	18	technology	technology	NOUN
ajst-32002	2	19	.	.	PUNCT
ajst-32002	3	1	by	by	ADP
ajst-32002	3	2	analyzing	analyze	VERB
ajst-32002	3	3	and	and	CCONJ
ajst-32002	3	4	summarizing	summarize	VERB
ajst-32002	3	5	recent	recent	ADJ
ajst-32002	3	6	studies	study	NOUN
ajst-32002	3	7	,	,	PUNCT
ajst-32002	3	8	this	this	DET
ajst-32002	3	9	paper	paper	NOUN
ajst-32002	3	10	outline	outline	NOUN
ajst-32002	3	11	key	key	ADJ
ajst-32002	3	12	methods	method	NOUN
ajst-32002	3	13	and	and	CCONJ
ajst-32002	3	14	frameworks	framework	NOUN
ajst-32002	3	15	for	for	ADP
ajst-32002	3	16	dynamically	dynamically	ADV
ajst-32002	3	17	regulating	regulate	VERB
ajst-32002	3	18	indoor	indoor	ADJ
ajst-32002	3	19	environments	environment	NOUN
ajst-32002	3	20	using	use	VERB
ajst-32002	3	21	computer	computer	NOUN
ajst-32002	3	22	vision	vision	NOUN
ajst-32002	3	23	,	,	PUNCT
ajst-32002	3	24	including	include	VERB
ajst-32002	3	25	control	control	NOUN
ajst-32002	3	26	of	of	ADP
ajst-32002	3	27	humidity	humidity	NOUN
ajst-32002	3	28	,	,	PUNCT
ajst-32002	3	29	temperature	temperature	NOUN
ajst-32002	3	30	,	,	PUNCT
ajst-32002	3	31	and	and	CCONJ
ajst-32002	3	32	lighting	lighting	NOUN
ajst-32002	3	33	.	.	PUNCT
ajst-32002	4	1	current	current	ADJ
ajst-32002	4	2	technologies	technology	NOUN
ajst-32002	4	3	mainly	mainly	ADV
ajst-32002	4	4	meet	meet	VERB
ajst-32002	4	5	requirements	requirement	NOUN
ajst-32002	4	6	for	for	ADP
ajst-32002	4	7	monitoring	monitor	VERB
ajst-32002	4	8	temperature	temperature	NOUN
ajst-32002	4	9	and	and	CCONJ
ajst-32002	4	10	humidity	humidity	NOUN
ajst-32002	4	11	and	and	CCONJ
ajst-32002	4	12	manually	manually	ADV
ajst-32002	4	13	adjusting	adjust	VERB
ajst-32002	4	14	these	these	DET
ajst-32002	4	15	conditions	condition	NOUN
ajst-32002	4	16	,	,	PUNCT
ajst-32002	4	17	but	but	CCONJ
ajst-32002	4	18	do	do	AUX
ajst-32002	4	19	not	not	PART
ajst-32002	4	20	achieve	achieve	VERB
ajst-32002	4	21	full	full	ADJ
ajst-32002	4	22	autonomy	autonomy	NOUN
ajst-32002	4	23	in	in	ADP
ajst-32002	4	24	adaptively	adaptively	ADV
ajst-32002	4	25	modifying	modify	VERB
ajst-32002	4	26	environmental	environmental	ADJ
ajst-32002	4	27	parameters	parameter	NOUN
ajst-32002	4	28	for	for	ADP
ajst-32002	4	29	human	human	ADJ
ajst-32002	4	30	comfort	comfort	NOUN
ajst-32002	4	31	.	.	PUNCT
ajst-32002	5	1	so	so	ADV
ajst-32002	5	2	,	,	PUNCT
ajst-32002	5	3	i	i	PRON
ajst-32002	5	4	made	make	VERB
ajst-32002	5	5	this	this	DET
ajst-32002	5	6	system	system	NOUN
ajst-32002	5	7	in	in	ADP
ajst-32002	5	8	the	the	DET
ajst-32002	5	9	hope	hope	NOUN
ajst-32002	5	10	of	of	ADP
ajst-32002	5	11	providing	provide	VERB
ajst-32002	5	12	people	people	NOUN
ajst-32002	5	13	with	with	ADP
ajst-32002	5	14	better	well	ADJ
ajst-32002	5	15	living	living	NOUN
ajst-32002	5	16	conditions	condition	NOUN
ajst-32002	5	17	and	and	CCONJ
ajst-32002	5	18	a	a	DET
ajst-32002	5	19	more	more	ADV
ajst-32002	5	20	intelligent	intelligent	ADJ
ajst-32002	5	21	living	living	NOUN
ajst-32002	5	22	experience	experience	NOUN
ajst-32002	5	23	.	.	PUNCT
ajst-32002	6	1	existing	exist	VERB
ajst-32002	6	2	methods	method	NOUN
ajst-32002	6	3	have	have	AUX
ajst-32002	6	4	improved	improve	VERB
ajst-32002	6	5	user	user	NOUN
ajst-32002	6	6	comfort	comfort	NOUN
ajst-32002	6	7	and	and	CCONJ
ajst-32002	6	8	energy	energy	NOUN
ajst-32002	6	9	efficiency	efficiency	NOUN
ajst-32002	6	10	;	;	PUNCT
ajst-32002	6	11	however	however	ADV
ajst-32002	6	12	,	,	PUNCT
ajst-32002	6	13	challenges	challenge	NOUN
ajst-32002	6	14	remain	remain	VERB
ajst-32002	6	15	in	in	ADP
ajst-32002	6	16	robustness	robustness	NOUN
ajst-32002	6	17	,	,	PUNCT
ajst-32002	6	18	real	real	ADJ
ajst-32002	6	19	-	-	PUNCT
ajst-32002	6	20	time	time	NOUN
ajst-32002	6	21	performance	performance	NOUN
ajst-32002	6	22	,	,	PUNCT
ajst-32002	6	23	privacy	privacy	NOUN
ajst-32002	6	24	protection	protection	NOUN
ajst-32002	6	25	,	,	PUNCT
ajst-32002	6	26	and	and	CCONJ
ajst-32002	6	27	adaptability	adaptability	NOUN
ajst-32002	6	28	to	to	ADP
ajst-32002	6	29	different	different	ADJ
ajst-32002	6	30	environments	environment	NOUN
ajst-32002	6	31	.	.	PUNCT
ajst-32002	7	1	this	this	DET
ajst-32002	7	2	paper	paper	NOUN
ajst-32002	7	3	highlights	highlight	VERB
ajst-32002	7	4	these	these	DET
ajst-32002	7	5	limitations	limitation	NOUN
ajst-32002	7	6	and	and	CCONJ
ajst-32002	7	7	presents	present	VERB
ajst-32002	7	8	future	future	ADJ
ajst-32002	7	9	directions	direction	NOUN
ajst-32002	7	10	,	,	PUNCT
ajst-32002	7	11	including	include	VERB
ajst-32002	7	12	integration	integration	NOUN
ajst-32002	7	13	of	of	ADP
ajst-32002	7	14	multimodal	multimodal	NOUN
ajst-32002	7	15	sensor	sensor	NOUN
ajst-32002	7	16	data	datum	NOUN
ajst-32002	7	17	,	,	PUNCT
ajst-32002	7	18	development	development	NOUN
ajst-32002	7	19	of	of	ADP
ajst-32002	7	20	inference	inference	NOUN
ajst-32002	7	21	models	model	NOUN
ajst-32002	7	22	for	for	ADP
ajst-32002	7	23	lightweight	lightweight	ADJ
ajst-32002	7	24	devices	device	NOUN
ajst-32002	7	25	,	,	PUNCT
ajst-32002	7	26	and	and	CCONJ
ajst-32002	7	27	establishment	establishment	NOUN
ajst-32002	7	28	of	of	ADP
ajst-32002	7	29	standardized	standardized	ADJ
ajst-32002	7	30	evaluation	evaluation	NOUN
ajst-32002	7	31	benchmarks	benchmark	NOUN
ajst-32002	7	32	.	.	PUNCT
ajst-32002	8	1	it	it	PRON
ajst-32002	8	2	aims	aim	VERB
ajst-32002	8	3	to	to	PART
ajst-32002	8	4	provide	provide	VERB
ajst-32002	8	5	a	a	DET
ajst-32002	8	6	comprehensive	comprehensive	ADJ
ajst-32002	8	7	foundation	foundation	NOUN
ajst-32002	8	8	for	for	ADP
ajst-32002	8	9	the	the	DET
ajst-32002	8	10	further	further	ADJ
ajst-32002	8	11	development	development	NOUN
ajst-32002	8	12	of	of	ADP
ajst-32002	8	13	vision	vision	NOUN
ajst-32002	8	14	-	-	PUNCT
ajst-32002	8	15	based	base	VERB
ajst-32002	8	16	intelligent	intelligent	ADJ
ajst-32002	8	17	environmental	environmental	ADJ
ajst-32002	8	18	control	control	NOUN
ajst-32002	8	19	systems	system	NOUN
ajst-32002	8	20	and	and	CCONJ
ajst-32002	8	21	inspire	inspire	VERB
ajst-32002	8	22	more	more	ADV
ajst-32002	8	23	intelligent	intelligent	ADJ
ajst-32002	8	24	adaptive	adaptive	ADJ
ajst-32002	8	25	solutions	solution	NOUN
ajst-32002	8	26	.	.	PUNCT
ajst-32002	9	1	keywords	keyword	NOUN
ajst-32002	9	2	:	:	PUNCT
ajst-32002	9	3	image	image	NOUN
ajst-32002	9	4	recognition	recognition	NOUN
ajst-32002	9	5	;	;	PUNCT
ajst-32002	9	6	adaptive	adaptive	PROPN
ajst-32002	9	7	environmental	environmental	ADJ
ajst-32002	9	8	control	control	NOUN
ajst-32002	9	9	;	;	PUNCT
ajst-32002	9	10	computer	computer	NOUN
ajst-32002	9	11	vision	vision	NOUN
ajst-32002	9	12	;	;	PUNCT
ajst-32002	9	13	deep	deep	ADJ
ajst-32002	9	14	learning	learning	NOUN
ajst-32002	9	15	;	;	PUNCT
ajst-32002	9	16	internet	internet	NOUN
ajst-32002	9	17	of	of	ADP
ajst-32002	9	18	things	thing	NOUN
ajst-32002	9	19	(	(	PUNCT
ajst-32002	9	20	iot	iot	NOUN
ajst-32002	9	21	)	)	PUNCT
ajst-32002	9	22	;	;	PUNCT
ajst-32002	9	23	indoor	indoor	ADJ
ajst-32002	9	24	environment	environment	NOUN
ajst-32002	9	25	regulation	regulation	NOUN
ajst-32002	9	26	;	;	PUNCT
ajst-32002	9	27	multimodal	multimodal	ADJ
ajst-32002	9	28	sensing	sensing	NOUN
ajst-32002	9	29	.	.	PUNCT
ajst-32002	10	1	1	1	X
ajst-32002	10	2	.	.	X
ajst-32002	10	3	introduction	introduction	NOUN
ajst-32002	10	4	the	the	DET
ajst-32002	10	5	rapid	rapid	ADJ
ajst-32002	10	6	advancement	advancement	NOUN
ajst-32002	10	7	of	of	ADP
ajst-32002	10	8	smart	smart	ADJ
ajst-32002	10	9	home	home	NOUN
ajst-32002	10	10	technology	technology	NOUN
ajst-32002	10	11	has	have	AUX
ajst-32002	10	12	significantly	significantly	ADV
ajst-32002	10	13	transformed	transform	VERB
ajst-32002	10	14	indoor	indoor	ADJ
ajst-32002	10	15	environmental	environmental	ADJ
ajst-32002	10	16	management	management	NOUN
ajst-32002	10	17	,	,	PUNCT
ajst-32002	10	18	offering	offer	VERB
ajst-32002	10	19	enhanced	enhanced	ADJ
ajst-32002	10	20	convenience	convenience	NOUN
ajst-32002	10	21	,	,	PUNCT
ajst-32002	10	22	personalization	personalization	NOUN
ajst-32002	10	23	,	,	PUNCT
ajst-32002	10	24	and	and	CCONJ
ajst-32002	10	25	energy	energy	NOUN
ajst-32002	10	26	efficiency	efficiency	NOUN
ajst-32002	10	27	.	.	PUNCT
ajst-32002	11	1	a	a	DET
ajst-32002	11	2	central	central	ADJ
ajst-32002	11	3	component	component	NOUN
ajst-32002	11	4	of	of	ADP
ajst-32002	11	5	this	this	DET
ajst-32002	11	6	transformation	transformation	NOUN
ajst-32002	11	7	is	be	AUX
ajst-32002	11	8	the	the	DET
ajst-32002	11	9	development	development	NOUN
ajst-32002	11	10	of	of	ADP
ajst-32002	11	11	adaptive	adaptive	ADJ
ajst-32002	11	12	environmental	environmental	ADJ
ajst-32002	11	13	control	control	NOUN
ajst-32002	11	14	systems	system	NOUN
ajst-32002	11	15	,	,	PUNCT
ajst-32002	11	16	which	which	PRON
ajst-32002	11	17	aim	aim	VERB
ajst-32002	11	18	to	to	PART
ajst-32002	11	19	dynamically	dynamically	ADV
ajst-32002	11	20	regulate	regulate	VERB
ajst-32002	11	21	parameters	parameter	NOUN
ajst-32002	11	22	such	such	ADJ
ajst-32002	11	23	as	as	ADP
ajst-32002	11	24	temperature	temperature	NOUN
ajst-32002	11	25	,	,	PUNCT
ajst-32002	11	26	humidity	humidity	NOUN
ajst-32002	11	27	,	,	PUNCT
ajst-32002	11	28	and	and	CCONJ
ajst-32002	11	29	lighting	light	VERB
ajst-32002	11	30	in	in	ADP
ajst-32002	11	31	response	response	NOUN
ajst-32002	11	32	to	to	ADP
ajst-32002	11	33	real	real	ADJ
ajst-32002	11	34	-	-	PUNCT
ajst-32002	11	35	time	time	NOUN
ajst-32002	11	36	sensory	sensory	ADJ
ajst-32002	11	37	inputs	input	NOUN
ajst-32002	11	38	[	[	X
ajst-32002	11	39	1	1	NUM
ajst-32002	11	40	]	]	PUNCT
ajst-32002	11	41	.	.	PUNCT
ajst-32002	12	1	despite	despite	SCONJ
ajst-32002	12	2	notable	notable	ADJ
ajst-32002	12	3	progress	progress	NOUN
ajst-32002	12	4	in	in	ADP
ajst-32002	12	5	environmental	environmental	ADJ
ajst-32002	12	6	sensing	sense	VERB
ajst-32002	12	7	technologies	technology	NOUN
ajst-32002	12	8	,	,	PUNCT
ajst-32002	12	9	a	a	DET
ajst-32002	12	10	substantial	substantial	ADJ
ajst-32002	12	11	gap	gap	NOUN
ajst-32002	12	12	remains	remain	VERB
ajst-32002	12	13	in	in	ADP
ajst-32002	12	14	the	the	DET
ajst-32002	12	15	seamless	seamless	ADJ
ajst-32002	12	16	integration	integration	NOUN
ajst-32002	12	17	of	of	ADP
ajst-32002	12	18	these	these	DET
ajst-32002	12	19	systems	system	NOUN
ajst-32002	12	20	with	with	ADP
ajst-32002	12	21	autonomous	autonomous	ADJ
ajst-32002	12	22	control	control	NOUN
ajst-32002	12	23	mechanisms	mechanism	NOUN
ajst-32002	12	24	that	that	PRON
ajst-32002	12	25	are	be	AUX
ajst-32002	12	26	capable	capable	ADJ
ajst-32002	12	27	of	of	ADP
ajst-32002	12	28	intelligently	intelligently	ADV
ajst-32002	12	29	responding	respond	VERB
ajst-32002	12	30	to	to	ADP
ajst-32002	12	31	environmental	environmental	ADJ
ajst-32002	12	32	dynamics	dynamic	NOUN
ajst-32002	12	33	and	and	CCONJ
ajst-32002	12	34	occupant	occupant	ADJ
ajst-32002	12	35	behaviors	behavior	NOUN
ajst-32002	12	36	.	.	PUNCT
ajst-32002	13	1	currently	currently	ADV
ajst-32002	13	2	,	,	PUNCT
ajst-32002	13	3	most	most	ADV
ajst-32002	13	4	smart	smart	ADJ
ajst-32002	13	5	home	home	NOUN
ajst-32002	13	6	systems	system	NOUN
ajst-32002	13	7	rely	rely	VERB
ajst-32002	13	8	predominantly	predominantly	ADV
ajst-32002	13	9	on	on	ADP
ajst-32002	13	10	manual	manual	ADJ
ajst-32002	13	11	user	user	NOUN
ajst-32002	13	12	input	input	NOUN
ajst-32002	13	13	or	or	CCONJ
ajst-32002	13	14	predefined	predefine	VERB
ajst-32002	13	15	schedules	schedule	NOUN
ajst-32002	13	16	for	for	ADP
ajst-32002	13	17	environmental	environmental	ADJ
ajst-32002	13	18	regulation	regulation	NOUN
ajst-32002	13	19	,	,	PUNCT
ajst-32002	13	20	which	which	PRON
ajst-32002	13	21	limits	limit	VERB
ajst-32002	13	22	the	the	DET
ajst-32002	13	23	system	system	NOUN
ajst-32002	13	24	’s	’s	PART
ajst-32002	13	25	responsiveness	responsiveness	NOUN
ajst-32002	13	26	to	to	ADP
ajst-32002	13	27	spontaneous	spontaneous	ADJ
ajst-32002	13	28	changes	change	NOUN
ajst-32002	13	29	in	in	ADP
ajst-32002	13	30	ambient	ambient	ADJ
ajst-32002	13	31	conditions	condition	NOUN
ajst-32002	13	32	or	or	CCONJ
ajst-32002	13	33	occupant	occupant	ADJ
ajst-32002	13	34	needs	need	NOUN
ajst-32002	13	35	[	[	X
ajst-32002	13	36	2	2	NUM
ajst-32002	13	37	]	]	PUNCT
ajst-32002	13	38	.	.	PUNCT
ajst-32002	14	1	although	although	SCONJ
ajst-32002	14	2	real	real	ADJ
ajst-32002	14	3	-	-	PUNCT
ajst-32002	14	4	time	time	NOUN
ajst-32002	14	5	data	datum	NOUN
ajst-32002	14	6	acquisition	acquisition	NOUN
ajst-32002	14	7	is	be	AUX
ajst-32002	14	8	made	make	VERB
ajst-32002	14	9	possible	possible	ADJ
ajst-32002	14	10	by	by	ADP
ajst-32002	14	11	modern	modern	ADJ
ajst-32002	14	12	sensors	sensor	NOUN
ajst-32002	14	13	,	,	PUNCT
ajst-32002	14	14	the	the	DET
ajst-32002	14	15	interpretation	interpretation	NOUN
ajst-32002	14	16	and	and	CCONJ
ajst-32002	14	17	autonomous	autonomous	ADJ
ajst-32002	14	18	decision	decision	NOUN
ajst-32002	14	19	-	-	PUNCT
ajst-32002	14	20	making	making	NOUN
ajst-32002	14	21	based	base	VERB
ajst-32002	14	22	on	on	ADP
ajst-32002	14	23	such	such	ADJ
ajst-32002	14	24	data	datum	NOUN
ajst-32002	14	25	remain	remain	VERB
ajst-32002	14	26	significant	significant	ADJ
ajst-32002	14	27	challenges	challenge	NOUN
ajst-32002	14	28	[	[	X
ajst-32002	14	29	3	3	NUM
ajst-32002	14	30	]	]	PUNCT
ajst-32002	14	31	.	.	PUNCT
ajst-32002	15	1	as	as	ADP
ajst-32002	15	2	a	a	DET
ajst-32002	15	3	result	result	NOUN
ajst-32002	15	4	,	,	PUNCT
ajst-32002	15	5	many	many	ADJ
ajst-32002	15	6	existing	exist	VERB
ajst-32002	15	7	solutions	solution	NOUN
ajst-32002	15	8	lack	lack	VERB
ajst-32002	15	9	true	true	ADJ
ajst-32002	15	10	adaptability	adaptability	NOUN
ajst-32002	15	11	—	—	PUNCT
ajst-32002	15	12	an	an	DET
ajst-32002	15	13	essential	essential	ADJ
ajst-32002	15	14	attribute	attribute	NOUN
ajst-32002	15	15	for	for	ADP
ajst-32002	15	16	maintaining	maintain	VERB
ajst-32002	15	17	both	both	DET
ajst-32002	15	18	energy	energy	NOUN
ajst-32002	15	19	-	-	PUNCT
ajst-32002	15	20	efficient	efficient	ADJ
ajst-32002	15	21	operations	operation	NOUN
ajst-32002	15	22	and	and	CCONJ
ajst-32002	15	23	occupant	occupant	ADJ
ajst-32002	15	24	comfort	comfort	NOUN
ajst-32002	15	25	.	.	PUNCT
ajst-32002	16	1	among	among	ADP
ajst-32002	16	2	the	the	DET
ajst-32002	16	3	emerging	emerge	VERB
ajst-32002	16	4	technologies	technology	NOUN
ajst-32002	16	5	with	with	ADP
ajst-32002	16	6	untapped	untapped	ADJ
ajst-32002	16	7	potential	potential	NOUN
ajst-32002	16	8	for	for	ADP
ajst-32002	16	9	enhancing	enhance	VERB
ajst-32002	16	10	adaptive	adaptive	ADJ
ajst-32002	16	11	control	control	NOUN
ajst-32002	16	12	is	be	AUX
ajst-32002	16	13	image	image	NOUN
ajst-32002	16	14	recognition	recognition	NOUN
ajst-32002	16	15	.	.	PUNCT
ajst-32002	17	1	while	while	SCONJ
ajst-32002	17	2	computer	computer	NOUN
ajst-32002	17	3	vision	vision	NOUN
ajst-32002	17	4	has	have	AUX
ajst-32002	17	5	been	be	AUX
ajst-32002	17	6	widely	widely	ADV
ajst-32002	17	7	applied	apply	VERB
ajst-32002	17	8	in	in	ADP
ajst-32002	17	9	fields	field	NOUN
ajst-32002	17	10	such	such	ADJ
ajst-32002	17	11	as	as	ADP
ajst-32002	17	12	surveillance	surveillance	NOUN
ajst-32002	17	13	,	,	PUNCT
ajst-32002	17	14	object	object	NOUN
ajst-32002	17	15	detection	detection	NOUN
ajst-32002	17	16	,	,	PUNCT
ajst-32002	17	17	and	and	CCONJ
ajst-32002	17	18	activity	activity	NOUN
ajst-32002	17	19	tracking	tracking	NOUN
ajst-32002	17	20	[	[	X
ajst-32002	17	21	4	4	NUM
ajst-32002	17	22	]	]	PUNCT
ajst-32002	17	23	,	,	PUNCT
ajst-32002	17	24	its	its	PRON
ajst-32002	17	25	integration	integration	NOUN
ajst-32002	17	26	into	into	ADP
ajst-32002	17	27	environmental	environmental	ADJ
ajst-32002	17	28	control	control	NOUN
ajst-32002	17	29	frameworks	framework	NOUN
ajst-32002	17	30	remains	remain	VERB
ajst-32002	17	31	relatively	relatively	ADV
ajst-32002	17	32	underexplored	underexplored	ADJ
ajst-32002	17	33	.	.	PUNCT
ajst-32002	18	1	through	through	ADP
ajst-32002	18	2	real	real	ADJ
ajst-32002	18	3	-	-	PUNCT
ajst-32002	18	4	time	time	NOUN
ajst-32002	18	5	analysis	analysis	NOUN
ajst-32002	18	6	of	of	ADP
ajst-32002	18	7	occupant	occupant	ADJ
ajst-32002	18	8	presence	presence	NOUN
ajst-32002	18	9	,	,	PUNCT
ajst-32002	18	10	movement	movement	NOUN
ajst-32002	18	11	patterns	pattern	NOUN
ajst-32002	18	12	,	,	PUNCT
ajst-32002	18	13	or	or	CCONJ
ajst-32002	18	14	even	even	ADV
ajst-32002	18	15	inferred	infer	VERB
ajst-32002	18	16	comfort	comfort	NOUN
ajst-32002	18	17	preferences	preference	NOUN
ajst-32002	18	18	,	,	PUNCT
ajst-32002	18	19	image	image	NOUN
ajst-32002	18	20	recognition	recognition	NOUN
ajst-32002	18	21	can	can	AUX
ajst-32002	18	22	enable	enable	VERB
ajst-32002	18	23	more	more	ADV
ajst-32002	18	24	precise	precise	ADJ
ajst-32002	18	25	and	and	CCONJ
ajst-32002	18	26	context	context	NOUN
ajst-32002	18	27	-	-	PUNCT
ajst-32002	18	28	aware	aware	ADJ
ajst-32002	18	29	environmental	environmental	ADJ
ajst-32002	18	30	adjustments	adjustment	NOUN
ajst-32002	18	31	[	[	X
ajst-32002	18	32	5	5	NUM
ajst-32002	18	33	]	]	PUNCT
ajst-32002	18	34	.	.	PUNCT
ajst-32002	19	1	for	for	ADP
ajst-32002	19	2	example	example	NOUN
ajst-32002	19	3	,	,	PUNCT
ajst-32002	19	4	identifying	identify	VERB
ajst-32002	19	5	whether	whether	SCONJ
ajst-32002	19	6	a	a	DET
ajst-32002	19	7	user	user	NOUN
ajst-32002	19	8	is	be	AUX
ajst-32002	19	9	sleeping	sleep	VERB
ajst-32002	19	10	,	,	PUNCT
ajst-32002	19	11	working	work	VERB
ajst-32002	19	12	,	,	PUNCT
ajst-32002	19	13	or	or	CCONJ
ajst-32002	19	14	exercising	exercise	VERB
ajst-32002	19	15	may	may	AUX
ajst-32002	19	16	inform	inform	VERB
ajst-32002	19	17	intelligent	intelligent	ADJ
ajst-32002	19	18	decisions	decision	NOUN
ajst-32002	19	19	regarding	regard	VERB
ajst-32002	19	20	lighting	lighting	NOUN
ajst-32002	19	21	levels	level	NOUN
ajst-32002	19	22	,	,	PUNCT
ajst-32002	19	23	thermal	thermal	ADJ
ajst-32002	19	24	comfort	comfort	NOUN
ajst-32002	19	25	,	,	PUNCT
ajst-32002	19	26	and	and	CCONJ
ajst-32002	19	27	ventilation	ventilation	NOUN
ajst-32002	19	28	without	without	ADP
ajst-32002	19	29	requiring	require	VERB
ajst-32002	19	30	manual	manual	ADJ
ajst-32002	19	31	input	input	NOUN
ajst-32002	19	32	.	.	PUNCT
ajst-32002	20	1	however	however	ADV
ajst-32002	20	2	,	,	PUNCT
ajst-32002	20	3	the	the	DET
ajst-32002	20	4	practical	practical	ADJ
ajst-32002	20	5	deployment	deployment	NOUN
ajst-32002	20	6	of	of	ADP
ajst-32002	20	7	such	such	ADJ
ajst-32002	20	8	systems	system	NOUN
ajst-32002	20	9	faces	face	VERB
ajst-32002	20	10	several	several	ADJ
ajst-32002	20	11	technical	technical	ADJ
ajst-32002	20	12	and	and	CCONJ
ajst-32002	20	13	ethical	ethical	ADJ
ajst-32002	20	14	challenges	challenge	NOUN
ajst-32002	20	15	.	.	PUNCT
ajst-32002	21	1	first	first	ADV
ajst-32002	21	2	,	,	PUNCT
ajst-32002	21	3	image	image	NOUN
ajst-32002	21	4	recognition	recognition	NOUN
ajst-32002	21	5	algorithms	algorithm	NOUN
ajst-32002	21	6	often	often	ADV
ajst-32002	21	7	suffer	suffer	VERB
ajst-32002	21	8	from	from	ADP
ajst-32002	21	9	degraded	degraded	ADJ
ajst-32002	21	10	accuracy	accuracy	NOUN
ajst-32002	21	11	and	and	CCONJ
ajst-32002	21	12	increased	increase	VERB
ajst-32002	21	13	latency	latency	NOUN
ajst-32002	21	14	in	in	ADP
ajst-32002	21	15	dynamic	dynamic	ADJ
ajst-32002	21	16	and	and	CCONJ
ajst-32002	21	17	cluttered	cluttered	ADJ
ajst-32002	21	18	home	home	NOUN
ajst-32002	21	19	environments	environment	NOUN
ajst-32002	21	20	[	[	X
ajst-32002	21	21	6	6	NUM
ajst-32002	21	22	]	]	PUNCT
ajst-32002	21	23	.	.	PUNCT
ajst-32002	22	1	second	second	ADJ
ajst-32002	22	2	,	,	PUNCT
ajst-32002	22	3	the	the	DET
ajst-32002	22	4	use	use	NOUN
ajst-32002	22	5	of	of	ADP
ajst-32002	22	6	visual	visual	ADJ
ajst-32002	22	7	data	datum	NOUN
ajst-32002	22	8	in	in	ADP
ajst-32002	22	9	private	private	ADJ
ajst-32002	22	10	residential	residential	ADJ
ajst-32002	22	11	104	104	NUM
ajst-32002	22	12	spaces	space	NOUN
ajst-32002	22	13	raises	raise	VERB
ajst-32002	22	14	significant	significant	ADJ
ajst-32002	22	15	privacy	privacy	NOUN
ajst-32002	22	16	concerns	concern	NOUN
ajst-32002	22	17	,	,	PUNCT
ajst-32002	22	18	particularly	particularly	ADV
ajst-32002	22	19	regarding	regard	VERB
ajst-32002	22	20	continuous	continuous	ADJ
ajst-32002	22	21	monitoring	monitoring	NOUN
ajst-32002	22	22	and	and	CCONJ
ajst-32002	22	23	data	datum	NOUN
ajst-32002	22	24	storage	storage	NOUN
ajst-32002	22	25	[	[	X
ajst-32002	22	26	7	7	NUM
ajst-32002	22	27	]	]	PUNCT
ajst-32002	22	28	.	.	PUNCT
ajst-32002	23	1	third	third	ADJ
ajst-32002	23	2	,	,	PUNCT
ajst-32002	23	3	adaptive	adaptive	ADJ
ajst-32002	23	4	systems	system	NOUN
ajst-32002	23	5	must	must	AUX
ajst-32002	23	6	exhibit	exhibit	VERB
ajst-32002	23	7	high	high	ADJ
ajst-32002	23	8	levels	level	NOUN
ajst-32002	23	9	of	of	ADP
ajst-32002	23	10	generalizability	generalizability	NOUN
ajst-32002	23	11	and	and	CCONJ
ajst-32002	23	12	robustness	robustness	NOUN
ajst-32002	23	13	to	to	PART
ajst-32002	23	14	function	function	VERB
ajst-32002	23	15	reliably	reliably	ADV
ajst-32002	23	16	across	across	ADP
ajst-32002	23	17	diverse	diverse	ADJ
ajst-32002	23	18	spatial	spatial	ADJ
ajst-32002	23	19	configurations	configuration	NOUN
ajst-32002	23	20	and	and	CCONJ
ajst-32002	23	21	varying	vary	VERB
ajst-32002	23	22	user	user	NOUN
ajst-32002	23	23	preferences	preference	NOUN
ajst-32002	23	24	.	.	PUNCT
ajst-32002	24	1	this	this	DET
ajst-32002	24	2	paper	paper	NOUN
ajst-32002	24	3	explores	explore	VERB
ajst-32002	24	4	the	the	DET
ajst-32002	24	5	integration	integration	NOUN
ajst-32002	24	6	of	of	ADP
ajst-32002	24	7	image	image	NOUN
ajst-32002	24	8	recognition	recognition	NOUN
ajst-32002	24	9	technology	technology	NOUN
ajst-32002	24	10	into	into	ADP
ajst-32002	24	11	adaptive	adaptive	ADJ
ajst-32002	24	12	environmental	environmental	ADJ
ajst-32002	24	13	control	control	NOUN
ajst-32002	24	14	systems	system	NOUN
ajst-32002	24	15	within	within	ADP
ajst-32002	24	16	smart	smart	ADJ
ajst-32002	24	17	home	home	NOUN
ajst-32002	24	18	environments	environment	NOUN
ajst-32002	24	19	.	.	PUNCT
ajst-32002	25	1	by	by	ADP
ajst-32002	25	2	reviewing	review	VERB
ajst-32002	25	3	the	the	DET
ajst-32002	25	4	current	current	ADJ
ajst-32002	25	5	state	state	NOUN
ajst-32002	25	6	of	of	ADP
ajst-32002	25	7	the	the	DET
ajst-32002	25	8	art	art	NOUN
ajst-32002	25	9	and	and	CCONJ
ajst-32002	25	10	identifying	identify	VERB
ajst-32002	25	11	key	key	ADJ
ajst-32002	25	12	research	research	NOUN
ajst-32002	25	13	gaps	gap	NOUN
ajst-32002	25	14	,	,	PUNCT
ajst-32002	25	15	this	this	DET
ajst-32002	25	16	study	study	NOUN
ajst-32002	25	17	aims	aim	VERB
ajst-32002	25	18	to	to	PART
ajst-32002	25	19	highlight	highlight	VERB
ajst-32002	25	20	the	the	DET
ajst-32002	25	21	core	core	NOUN
ajst-32002	25	22	technical	technical	ADJ
ajst-32002	25	23	obstacles	obstacle	NOUN
ajst-32002	25	24	and	and	CCONJ
ajst-32002	25	25	propose	propose	VERB
ajst-32002	25	26	potential	potential	ADJ
ajst-32002	25	27	directions	direction	NOUN
ajst-32002	25	28	for	for	ADP
ajst-32002	25	29	future	future	ADJ
ajst-32002	25	30	work	work	NOUN
ajst-32002	25	31	.	.	PUNCT
ajst-32002	26	1	the	the	DET
ajst-32002	26	2	ultimate	ultimate	ADJ
ajst-32002	26	3	goal	goal	NOUN
ajst-32002	26	4	is	be	AUX
ajst-32002	26	5	to	to	PART
ajst-32002	26	6	contribute	contribute	VERB
ajst-32002	26	7	to	to	ADP
ajst-32002	26	8	the	the	DET
ajst-32002	26	9	development	development	NOUN
ajst-32002	26	10	of	of	ADP
ajst-32002	26	11	nextgeneration	nextgeneration	NOUN
ajst-32002	26	12	intelligent	intelligent	ADJ
ajst-32002	26	13	environmental	environmental	ADJ
ajst-32002	26	14	control	control	NOUN
ajst-32002	26	15	systems	system	NOUN
ajst-32002	26	16	,	,	PUNCT
ajst-32002	26	17	capable	capable	ADJ
ajst-32002	26	18	of	of	ADP
ajst-32002	26	19	achieving	achieve	VERB
ajst-32002	26	20	higher	high	ADJ
ajst-32002	26	21	levels	level	NOUN
ajst-32002	26	22	of	of	ADP
ajst-32002	26	23	autonomy	autonomy	NOUN
ajst-32002	26	24	,	,	PUNCT
ajst-32002	26	25	energy	energy	NOUN
ajst-32002	26	26	optimization	optimization	NOUN
ajst-32002	26	27	,	,	PUNCT
ajst-32002	26	28	and	and	CCONJ
ajst-32002	26	29	user	user	NOUN
ajst-32002	26	30	-	-	PUNCT
ajst-32002	26	31	centered	center	VERB
ajst-32002	26	32	responsiveness	responsiveness	NOUN
ajst-32002	26	33	.	.	PUNCT
ajst-32002	27	1	2	2	X
ajst-32002	27	2	.	.	X
ajst-32002	27	3	design	design	NOUN
ajst-32002	27	4	of	of	ADP
ajst-32002	27	5	adaptive	adaptive	ADJ
ajst-32002	27	6	environmental	environmental	ADJ
ajst-32002	27	7	control	control	NOUN
ajst-32002	27	8	system	system	NOUN
ajst-32002	27	9	architecture	architecture	NOUN
ajst-32002	27	10	2.1	2.1	NUM
ajst-32002	27	11	.	.	PUNCT
ajst-32002	28	1	system	system	NOUN
ajst-32002	28	2	architecture	architecture	NOUN
ajst-32002	28	3	the	the	DET
ajst-32002	28	4	system	system	NOUN
ajst-32002	28	5	consists	consist	VERB
ajst-32002	28	6	of	of	ADP
ajst-32002	28	7	five	five	NUM
ajst-32002	28	8	main	main	ADJ
ajst-32002	28	9	modules	module	NOUN
ajst-32002	28	10	:	:	PUNCT
ajst-32002	28	11	cameras	camera	NOUN
ajst-32002	28	12	capture	capture	VERB
ajst-32002	28	13	real	real	ADJ
ajst-32002	28	14	-	-	PUNCT
ajst-32002	28	15	time	time	NOUN
ajst-32002	28	16	indoor	indoor	ADJ
ajst-32002	28	17	images	image	NOUN
ajst-32002	28	18	,	,	PUNCT
ajst-32002	28	19	while	while	SCONJ
ajst-32002	28	20	iot	iot	ADJ
ajst-32002	28	21	sensors	sensor	NOUN
ajst-32002	28	22	(	(	PUNCT
ajst-32002	28	23	temperature	temperature	NOUN
ajst-32002	28	24	,	,	PUNCT
ajst-32002	28	25	humidity	humidity	NOUN
ajst-32002	28	26	,	,	PUNCT
ajst-32002	28	27	light	light	NOUN
ajst-32002	28	28	)	)	PUNCT
ajst-32002	28	29	collect	collect	VERB
ajst-32002	28	30	environmental	environmental	ADJ
ajst-32002	28	31	data	datum	NOUN
ajst-32002	28	32	.	.	PUNCT
ajst-32002	29	1	raw	raw	ADJ
ajst-32002	29	2	images	image	NOUN
ajst-32002	29	3	are	be	AUX
ajst-32002	29	4	normalized	normalize	VERB
ajst-32002	29	5	,	,	PUNCT
ajst-32002	29	6	filtered	filter	VERB
ajst-32002	29	7	,	,	PUNCT
ajst-32002	29	8	and	and	CCONJ
ajst-32002	29	9	processed	process	VERB
ajst-32002	29	10	for	for	ADP
ajst-32002	29	11	feature	feature	NOUN
ajst-32002	29	12	extraction	extraction	NOUN
ajst-32002	29	13	using	use	VERB
ajst-32002	29	14	convolutional	convolutional	ADJ
ajst-32002	29	15	neural	neural	ADJ
ajst-32002	29	16	networks	network	NOUN
ajst-32002	29	17	(	(	PUNCT
ajst-32002	29	18	cnn	cnn	PROPN
ajst-32002	29	19	)	)	PUNCT
ajst-32002	30	1	[	[	X
ajst-32002	30	2	8	8	NUM
ajst-32002	30	3	]	]	PUNCT
ajst-32002	30	4	.	.	PUNCT
ajst-32002	31	1	visual	visual	ADJ
ajst-32002	31	2	and	and	CCONJ
ajst-32002	31	3	sensor	sensor	NOUN
ajst-32002	31	4	features	feature	NOUN
ajst-32002	31	5	are	be	AUX
ajst-32002	31	6	fused	fuse	VERB
ajst-32002	31	7	to	to	PART
ajst-32002	31	8	enhance	enhance	VERB
ajst-32002	31	9	robustness	robustness	NOUN
ajst-32002	31	10	against	against	ADP
ajst-32002	31	11	occlusions	occlusion	NOUN
ajst-32002	31	12	and	and	CCONJ
ajst-32002	31	13	noise	noise	NOUN
ajst-32002	31	14	using	use	VERB
ajst-32002	31	15	a	a	DET
ajst-32002	31	16	weighted	weighted	ADJ
ajst-32002	31	17	fusion	fusion	NOUN
ajst-32002	31	18	mechanism	mechanism	NOUN
ajst-32002	31	19	.	.	PUNCT
ajst-32002	32	1	deep	deep	ADJ
ajst-32002	32	2	learning	learning	NOUN
ajst-32002	32	3	models	model	NOUN
ajst-32002	32	4	(	(	PUNCT
ajst-32002	32	5	e.g.	e.g.	ADV
ajst-32002	32	6	,	,	PUNCT
ajst-32002	32	7	lstm	lstm	NOUN
ajst-32002	32	8	)	)	PUNCT
ajst-32002	32	9	predict	predict	VERB
ajst-32002	32	10	user	user	NOUN
ajst-32002	32	11	activity	activity	NOUN
ajst-32002	32	12	and	and	CCONJ
ajst-32002	32	13	environmental	environmental	ADJ
ajst-32002	32	14	trends	trend	NOUN
ajst-32002	32	15	;	;	PUNCT
ajst-32002	32	16	fuzzy	fuzzy	ADJ
ajst-32002	32	17	logic	logic	NOUN
ajst-32002	32	18	or	or	CCONJ
ajst-32002	32	19	reinforcement	reinforcement	NOUN
ajst-32002	32	20	learning	learning	NOUN
ajst-32002	32	21	adjusts	adjust	VERB
ajst-32002	32	22	hvac	hvac	NOUN
ajst-32002	32	23	/	/	SYM
ajst-32002	32	24	lighting	lighting	NOUN
ajst-32002	33	1	[	[	X
ajst-32002	33	2	8	8	NUM
ajst-32002	33	3	]	]	PUNCT
ajst-32002	33	4	.	.	PUNCT
ajst-32002	34	1	continuous	continuous	ADJ
ajst-32002	34	2	monitoring	monitoring	NOUN
ajst-32002	34	3	ensures	ensure	VERB
ajst-32002	34	4	dynamic	dynamic	ADJ
ajst-32002	34	5	recalibration	recalibration	NOUN
ajst-32002	34	6	of	of	ADP
ajst-32002	34	7	control	control	NOUN
ajst-32002	34	8	parameters	parameter	NOUN
ajst-32002	34	9	.	.	PUNCT
ajst-32002	35	1	the	the	DET
ajst-32002	35	2	flow	flow	NOUN
ajst-32002	35	3	chart	chart	NOUN
ajst-32002	35	4	is	be	AUX
ajst-32002	35	5	as	as	SCONJ
ajst-32002	35	6	follows	follow	VERB
ajst-32002	35	7	(	(	PUNCT
ajst-32002	35	8	figure	figure	NOUN
ajst-32002	35	9	1	1	NUM
ajst-32002	35	10	)	)	PUNCT
ajst-32002	35	11	.	.	PUNCT
ajst-32002	36	1	fig	fig	NOUN
ajst-32002	36	2	.	.	PUNCT
ajst-32002	37	1	1	1	NUM
ajst-32002	37	2	system	system	NOUN
ajst-32002	37	3	data	datum	NOUN
ajst-32002	37	4	processing	process	VERB
ajst-32002	37	5	flowchart	flowchart	NOUN
ajst-32002	37	6	2.2	2.2	NUM
ajst-32002	37	7	.	.	PUNCT
ajst-32002	38	1	privacy	privacy	NOUN
ajst-32002	38	2	protection	protection	NOUN
ajst-32002	38	3	strategy	strategy	NOUN
ajst-32002	38	4	1	1	NUM
ajst-32002	38	5	.	.	PUNCT
ajst-32002	38	6	process	process	NOUN
ajst-32002	38	7	image	image	NOUN
ajst-32002	38	8	and	and	CCONJ
ajst-32002	38	9	radar	radar	NOUN
ajst-32002	38	10	data	datum	NOUN
ajst-32002	38	11	locally	locally	ADV
ajst-32002	38	12	on	on	ADP
ajst-32002	38	13	edge	edge	NOUN
ajst-32002	38	14	devices	device	NOUN
ajst-32002	38	15	to	to	PART
ajst-32002	38	16	avoid	avoid	VERB
ajst-32002	38	17	uploading	upload	VERB
ajst-32002	38	18	raw	raw	ADJ
ajst-32002	38	19	visual	visual	ADJ
ajst-32002	38	20	data	datum	NOUN
ajst-32002	38	21	.	.	PUNCT
ajst-32002	39	1	2	2	X
ajst-32002	39	2	.	.	X
ajst-32002	39	3	introduce	introduce	VERB
ajst-32002	39	4	federated	federated	ADJ
ajst-32002	39	5	learning	learning	NOUN
ajst-32002	39	6	and	and	CCONJ
ajst-32002	39	7	local	local	ADJ
ajst-32002	39	8	lightweight	lightweight	ADJ
ajst-32002	39	9	model	model	NOUN
ajst-32002	39	10	training	training	NOUN
ajst-32002	39	11	to	to	PART
ajst-32002	39	12	protect	protect	VERB
ajst-32002	39	13	user	user	NOUN
ajst-32002	39	14	privacy	privacy	NOUN
ajst-32002	39	15	while	while	SCONJ
ajst-32002	39	16	enhancing	enhance	VERB
ajst-32002	39	17	model	model	NOUN
ajst-32002	39	18	performance	performance	NOUN
ajst-32002	39	19	[	[	X
ajst-32002	39	20	9	9	NUM
ajst-32002	39	21	]	]	SYM
ajst-32002	39	22	.	.	PUNCT
ajst-32002	40	1	3	3	X
ajst-32002	40	2	.	.	PUNCT
ajst-32002	40	3	apply	apply	VERB
ajst-32002	40	4	a	a	DET
ajst-32002	40	5	local	local	ADJ
ajst-32002	40	6	differential	differential	NOUN
ajst-32002	40	7	privacy	privacy	NOUN
ajst-32002	40	8	(	(	PUNCT
ajst-32002	40	9	ldp	ldp	PROPN
ajst-32002	40	10	)	)	PUNCT
ajst-32002	40	11	scheme	scheme	NOUN
ajst-32002	40	12	to	to	PART
ajst-32002	40	13	obfuscate	obfuscate	VERB
ajst-32002	40	14	sensitive	sensitive	ADJ
ajst-32002	40	15	information	information	NOUN
ajst-32002	40	16	and	and	CCONJ
ajst-32002	40	17	prevent	prevent	VERB
ajst-32002	40	18	re	re	NOUN
ajst-32002	40	19	-	-	NOUN
ajst-32002	40	20	identification	identification	NOUN
ajst-32002	40	21	[	[	X
ajst-32002	40	22	10	10	NUM
ajst-32002	40	23	]	]	SYM
ajst-32002	40	24	3	3	NUM
ajst-32002	40	25	.	.	PUNCT
ajst-32002	40	26	fundamentals	fundamental	NOUN
ajst-32002	40	27	of	of	ADP
ajst-32002	40	28	adaptive	adaptive	ADJ
ajst-32002	40	29	environmental	environmental	ADJ
ajst-32002	40	30	control	control	NOUN
ajst-32002	40	31	system	system	NOUN
ajst-32002	40	32	technology	technology	NOUN
ajst-32002	40	33	the	the	DET
ajst-32002	40	34	combination	combination	NOUN
ajst-32002	40	35	of	of	ADP
ajst-32002	40	36	image	image	NOUN
ajst-32002	40	37	recognition	recognition	NOUN
ajst-32002	40	38	technology	technology	NOUN
ajst-32002	40	39	and	and	CCONJ
ajst-32002	40	40	adaptive	adaptive	ADJ
ajst-32002	40	41	environmental	environmental	ADJ
ajst-32002	40	42	control	control	NOUN
ajst-32002	40	43	systems	system	NOUN
ajst-32002	40	44	offers	offer	VERB
ajst-32002	40	45	great	great	ADJ
ajst-32002	40	46	potential	potential	NOUN
ajst-32002	40	47	for	for	ADP
ajst-32002	40	48	the	the	DET
ajst-32002	40	49	development	development	NOUN
ajst-32002	40	50	of	of	ADP
ajst-32002	40	51	smart	smart	ADJ
ajst-32002	40	52	homes	home	NOUN
ajst-32002	40	53	.	.	PUNCT
ajst-32002	41	1	image	image	NOUN
ajst-32002	41	2	recognition	recognition	NOUN
ajst-32002	41	3	technology	technology	NOUN
ajst-32002	41	4	,	,	PUNCT
ajst-32002	41	5	with	with	ADP
ajst-32002	41	6	the	the	DET
ajst-32002	41	7	help	help	NOUN
ajst-32002	41	8	of	of	ADP
ajst-32002	41	9	deep	deep	ADJ
ajst-32002	41	10	learning	learning	NOUN
ajst-32002	41	11	algorithms	algorithm	NOUN
ajst-32002	41	12	,	,	PUNCT
ajst-32002	41	13	enables	enable	VERB
ajst-32002	41	14	the	the	DET
ajst-32002	41	15	system	system	NOUN
ajst-32002	41	16	to	to	PART
ajst-32002	41	17	analyze	analyze	VERB
ajst-32002	41	18	and	and	CCONJ
ajst-32002	41	19	interpret	interpret	VERB
ajst-32002	41	20	visual	visual	ADJ
ajst-32002	41	21	data	datum	NOUN
ajst-32002	41	22	,	,	PUNCT
ajst-32002	41	23	adjusting	adjust	VERB
ajst-32002	41	24	environmental	environmental	ADJ
ajst-32002	41	25	parameters	parameter	NOUN
ajst-32002	41	26	in	in	ADP
ajst-32002	41	27	real	real	ADJ
ajst-32002	41	28	time	time	NOUN
ajst-32002	41	29	based	base	VERB
ajst-32002	41	30	on	on	ADP
ajst-32002	41	31	the	the	DET
ajst-32002	41	32	user	user	NOUN
ajst-32002	41	33	's	's	PART
ajst-32002	41	34	presence	presence	NOUN
ajst-32002	41	35	,	,	PUNCT
ajst-32002	41	36	activity	activity	NOUN
ajst-32002	41	37	,	,	PUNCT
ajst-32002	41	38	and	and	CCONJ
ajst-32002	41	39	preferences	preference	NOUN
ajst-32002	41	40	.	.	PUNCT
ajst-32002	42	1	to	to	PART
ajst-32002	42	2	understand	understand	VERB
ajst-32002	42	3	the	the	DET
ajst-32002	42	4	potential	potential	NOUN
ajst-32002	42	5	and	and	CCONJ
ajst-32002	42	6	challenges	challenge	NOUN
ajst-32002	42	7	of	of	ADP
ajst-32002	42	8	this	this	DET
ajst-32002	42	9	integration	integration	NOUN
ajst-32002	42	10	,	,	PUNCT
ajst-32002	42	11	it	it	PRON
ajst-32002	42	12	is	be	AUX
ajst-32002	42	13	necessary	necessary	ADJ
ajst-32002	42	14	to	to	PART
ajst-32002	42	15	delve	delve	VERB
ajst-32002	42	16	into	into	ADP
ajst-32002	42	17	the	the	DET
ajst-32002	42	18	applications	application	NOUN
ajst-32002	42	19	,	,	PUNCT
ajst-32002	42	20	advantages	advantage	NOUN
ajst-32002	42	21	,	,	PUNCT
ajst-32002	42	22	and	and	CCONJ
ajst-32002	42	23	disadvantages	disadvantage	NOUN
ajst-32002	42	24	of	of	ADP
ajst-32002	42	25	current	current	ADJ
ajst-32002	42	26	image	image	NOUN
ajst-32002	42	27	recognition	recognition	NOUN
ajst-32002	42	28	technologies	technology	NOUN
ajst-32002	42	29	,	,	PUNCT
ajst-32002	42	30	adaptive	adaptive	ADJ
ajst-32002	42	31	systems	system	NOUN
ajst-32002	42	32	,	,	PUNCT
ajst-32002	42	33	and	and	CCONJ
ajst-32002	42	34	deep	deep	ADJ
ajst-32002	42	35	learning	learning	NOUN
ajst-32002	42	36	technologies	technology	NOUN
ajst-32002	42	37	in	in	ADP
ajst-32002	42	38	these	these	DET
ajst-32002	42	39	fields	field	NOUN
ajst-32002	42	40	.	.	PUNCT
ajst-32002	43	1	3.1	3.1	NUM
ajst-32002	43	2	image	image	NOUN
ajst-32002	43	3	recognition	recognition	NOUN
ajst-32002	43	4	technology	technology	NOUN
ajst-32002	43	5	in	in	ADP
ajst-32002	43	6	smart	smart	ADJ
ajst-32002	43	7	homes	home	NOUN
ajst-32002	43	8	image	image	NOUN
ajst-32002	43	9	recognition	recognition	NOUN
ajst-32002	43	10	,	,	PUNCT
ajst-32002	43	11	particularly	particularly	ADV
ajst-32002	43	12	through	through	ADP
ajst-32002	43	13	the	the	DET
ajst-32002	43	14	use	use	NOUN
ajst-32002	43	15	of	of	ADP
ajst-32002	43	16	convolutional	convolutional	ADJ
ajst-32002	43	17	neural	neural	ADJ
ajst-32002	43	18	networks	network	NOUN
ajst-32002	43	19	(	(	PUNCT
ajst-32002	43	20	cnns	cnns	PROPN
ajst-32002	43	21	)	)	PUNCT
ajst-32002	43	22	,	,	PUNCT
ajst-32002	43	23	has	have	AUX
ajst-32002	43	24	achieved	achieve	VERB
ajst-32002	43	25	significant	significant	ADJ
ajst-32002	43	26	progress	progress	NOUN
ajst-32002	43	27	across	across	ADP
ajst-32002	43	28	various	various	ADJ
ajst-32002	43	29	domains	domain	NOUN
ajst-32002	43	30	such	such	ADJ
ajst-32002	43	31	as	as	ADP
ajst-32002	43	32	security	security	NOUN
ajst-32002	43	33	,	,	PUNCT
ajst-32002	43	34	healthcare	healthcare	NOUN
ajst-32002	43	35	,	,	PUNCT
ajst-32002	43	36	and	and	CCONJ
ajst-32002	43	37	entertainment	entertainment	NOUN
ajst-32002	43	38	.	.	PUNCT
ajst-32002	44	1	in	in	ADP
ajst-32002	44	2	the	the	DET
ajst-32002	44	3	context	context	NOUN
ajst-32002	44	4	of	of	ADP
ajst-32002	44	5	smart	smart	ADJ
ajst-32002	44	6	homes	home	NOUN
ajst-32002	44	7	,	,	PUNCT
ajst-32002	44	8	image	image	NOUN
ajst-32002	44	9	recognition	recognition	NOUN
ajst-32002	44	10	enables	enable	VERB
ajst-32002	44	11	systems	system	NOUN
ajst-32002	44	12	to	to	PART
ajst-32002	44	13	comprehend	comprehend	VERB
ajst-32002	44	14	the	the	DET
ajst-32002	44	15	indoor	indoor	ADJ
ajst-32002	44	16	environment	environment	NOUN
ajst-32002	44	17	,	,	PUNCT
ajst-32002	44	18	recognizing	recognize	VERB
ajst-32002	44	19	objects	object	NOUN
ajst-32002	44	20	,	,	PUNCT
ajst-32002	44	21	human	human	ADJ
ajst-32002	44	22	presence	presence	NOUN
ajst-32002	44	23	,	,	PUNCT
ajst-32002	44	24	and	and	CCONJ
ajst-32002	44	25	movements	movement	NOUN
ajst-32002	44	26	.	.	PUNCT
ajst-32002	45	1	this	this	DET
ajst-32002	45	2	visual	visual	ADJ
ajst-32002	45	3	input	input	NOUN
ajst-32002	45	4	is	be	AUX
ajst-32002	45	5	crucial	crucial	ADJ
ajst-32002	45	6	for	for	ADP
ajst-32002	45	7	105	105	NUM
ajst-32002	45	8	adjusting	adjust	VERB
ajst-32002	45	9	environmental	environmental	ADJ
ajst-32002	45	10	factors	factor	NOUN
ajst-32002	45	11	like	like	ADP
ajst-32002	45	12	temperature	temperature	NOUN
ajst-32002	45	13	,	,	PUNCT
ajst-32002	45	14	lighting	lighting	NOUN
ajst-32002	45	15	,	,	PUNCT
ajst-32002	45	16	and	and	CCONJ
ajst-32002	45	17	humidity	humidity	NOUN
ajst-32002	45	18	.	.	PUNCT
ajst-32002	46	1	recent	recent	ADJ
ajst-32002	46	2	advancements	advancement	NOUN
ajst-32002	46	3	in	in	ADP
ajst-32002	46	4	computer	computer	NOUN
ajst-32002	46	5	vision	vision	NOUN
ajst-32002	46	6	,	,	PUNCT
ajst-32002	46	7	such	such	ADJ
ajst-32002	46	8	as	as	ADP
ajst-32002	46	9	the	the	DET
ajst-32002	46	10	development	development	NOUN
ajst-32002	46	11	of	of	ADP
ajst-32002	46	12	more	more	ADV
ajst-32002	46	13	sophisticated	sophisticated	ADJ
ajst-32002	46	14	cnn	cnn	PROPN
ajst-32002	46	15	architectures	architecture	NOUN
ajst-32002	46	16	[	[	X
ajst-32002	46	17	11	11	NUM
ajst-32002	46	18	]	]	PUNCT
ajst-32002	46	19	,	,	PUNCT
ajst-32002	46	20	have	have	AUX
ajst-32002	46	21	notably	notably	ADV
ajst-32002	46	22	improved	improve	VERB
ajst-32002	46	23	the	the	DET
ajst-32002	46	24	accuracy	accuracy	NOUN
ajst-32002	46	25	and	and	CCONJ
ajst-32002	46	26	efficiency	efficiency	NOUN
ajst-32002	46	27	of	of	ADP
ajst-32002	46	28	image	image	NOUN
ajst-32002	46	29	recognition	recognition	NOUN
ajst-32002	46	30	tasks	task	NOUN
ajst-32002	46	31	.	.	PUNCT
ajst-32002	47	1	the	the	DET
ajst-32002	47	2	following	follow	VERB
ajst-32002	47	3	is	be	AUX
ajst-32002	47	4	a	a	DET
ajst-32002	47	5	schematic	schematic	ADJ
ajst-32002	47	6	diagram	diagram	NOUN
ajst-32002	47	7	based	base	VERB
ajst-32002	47	8	on	on	ADP
ajst-32002	47	9	cnn	cnn	PROPN
ajst-32002	47	10	processing	processing	NOUN
ajst-32002	47	11	(	(	PUNCT
ajst-32002	47	12	figure	figure	NOUN
ajst-32002	47	13	2	2	NUM
ajst-32002	47	14	)	)	PUNCT
ajst-32002	47	15	.	.	PUNCT
ajst-32002	48	1	for	for	ADP
ajst-32002	48	2	example	example	NOUN
ajst-32002	48	3	,	,	PUNCT
ajst-32002	48	4	a	a	DET
ajst-32002	48	5	convolutional	convolutional	ADJ
ajst-32002	48	6	neural	neural	ADJ
ajst-32002	48	7	network	network	NOUN
ajst-32002	48	8	(	(	PUNCT
ajst-32002	48	9	cnn	cnn	PROPN
ajst-32002	48	10	)	)	PUNCT
ajst-32002	48	11	can	can	AUX
ajst-32002	48	12	detect	detect	VERB
ajst-32002	48	13	pneumonia	pneumonia	NOUN
ajst-32002	48	14	from	from	ADP
ajst-32002	48	15	chest	chest	NOUN
ajst-32002	48	16	x	x	NOUN
ajst-32002	48	17	-	-	NOUN
ajst-32002	48	18	rays	ray	NOUN
ajst-32002	48	19	by	by	ADP
ajst-32002	48	20	automatically	automatically	ADV
ajst-32002	48	21	extracting	extract	VERB
ajst-32002	48	22	features	feature	NOUN
ajst-32002	48	23	such	such	ADJ
ajst-32002	48	24	as	as	ADP
ajst-32002	48	25	lung	lung	NOUN
ajst-32002	48	26	shape	shape	NOUN
ajst-32002	48	27	and	and	CCONJ
ajst-32002	48	28	shadow	shadow	NOUN
ajst-32002	48	29	density	density	PROPN
ajst-32002	48	30	.	.	PUNCT
ajst-32002	49	1	trained	train	VERB
ajst-32002	49	2	on	on	ADP
ajst-32002	49	3	large	large	ADJ
ajst-32002	49	4	datasets	dataset	NOUN
ajst-32002	49	5	,	,	PUNCT
ajst-32002	49	6	it	it	PRON
ajst-32002	49	7	delivers	deliver	VERB
ajst-32002	49	8	results	result	NOUN
ajst-32002	49	9	within	within	ADP
ajst-32002	49	10	seconds	second	NOUN
ajst-32002	49	11	,	,	PUNCT
ajst-32002	49	12	achieving	achieve	VERB
ajst-32002	49	13	accuracy	accuracy	NOUN
ajst-32002	49	14	comparable	comparable	ADJ
ajst-32002	49	15	to	to	ADP
ajst-32002	49	16	medical	medical	ADJ
ajst-32002	49	17	experts	expert	NOUN
ajst-32002	49	18	,	,	PUNCT
ajst-32002	49	19	thereby	thereby	ADV
ajst-32002	49	20	improving	improve	VERB
ajst-32002	49	21	diagnostic	diagnostic	ADJ
ajst-32002	49	22	efficiency	efficiency	NOUN
ajst-32002	49	23	and	and	CCONJ
ajst-32002	49	24	reducing	reduce	VERB
ajst-32002	49	25	misdiagnosis	misdiagnosis	NOUN
ajst-32002	49	26	risk	risk	NOUN
ajst-32002	49	27	.	.	PUNCT
ajst-32002	50	1	fig	fig	NOUN
ajst-32002	50	2	.	.	PUNCT
ajst-32002	51	1	2	2	NUM
ajst-32002	51	2	simulation	simulation	NOUN
ajst-32002	51	3	scenario	scenario	NOUN
ajst-32002	51	4	of	of	ADP
ajst-32002	51	5	cnn	cnn	PROPN
ajst-32002	51	6	in	in	ADP
ajst-32002	51	7	smart	smart	ADJ
ajst-32002	51	8	home	home	NOUN
ajst-32002	51	9	applications	application	NOUN
ajst-32002	51	10	despite	despite	SCONJ
ajst-32002	51	11	these	these	DET
ajst-32002	51	12	advancements	advancement	NOUN
ajst-32002	51	13	,	,	PUNCT
ajst-32002	51	14	applying	apply	VERB
ajst-32002	51	15	image	image	NOUN
ajst-32002	51	16	recognition	recognition	NOUN
ajst-32002	51	17	to	to	ADP
ajst-32002	51	18	adaptive	adaptive	ADJ
ajst-32002	51	19	environmental	environmental	ADJ
ajst-32002	51	20	control	control	NOUN
ajst-32002	51	21	presents	present	NOUN
ajst-32002	51	22	challenges	challenge	NOUN
ajst-32002	51	23	.	.	PUNCT
ajst-32002	52	1	one	one	NUM
ajst-32002	52	2	significant	significant	ADJ
ajst-32002	52	3	advantage	advantage	NOUN
ajst-32002	52	4	of	of	ADP
ajst-32002	52	5	image	image	NOUN
ajst-32002	52	6	recognition	recognition	NOUN
ajst-32002	52	7	is	be	AUX
ajst-32002	52	8	its	its	PRON
ajst-32002	52	9	ability	ability	NOUN
ajst-32002	52	10	to	to	PART
ajst-32002	52	11	efficiently	efficiently	ADV
ajst-32002	52	12	provide	provide	VERB
ajst-32002	52	13	real	real	ADJ
ajst-32002	52	14	-	-	PUNCT
ajst-32002	52	15	time	time	NOUN
ajst-32002	52	16	feedback	feedback	NOUN
ajst-32002	52	17	on	on	ADP
ajst-32002	52	18	environmental	environmental	ADJ
ajst-32002	52	19	changes	change	NOUN
ajst-32002	52	20	and	and	CCONJ
ajst-32002	52	21	user	user	NOUN
ajst-32002	52	22	needs	need	NOUN
ajst-32002	52	23	,	,	PUNCT
ajst-32002	52	24	allowing	allow	VERB
ajst-32002	52	25	dynamic	dynamic	ADJ
ajst-32002	52	26	adjustments	adjustment	NOUN
ajst-32002	52	27	.	.	PUNCT
ajst-32002	53	1	however	however	ADV
ajst-32002	53	2	,	,	PUNCT
ajst-32002	53	3	its	its	PRON
ajst-32002	53	4	drawbacks	drawback	NOUN
ajst-32002	53	5	are	be	AUX
ajst-32002	53	6	also	also	ADV
ajst-32002	53	7	considerable	considerable	ADJ
ajst-32002	53	8	.	.	PUNCT
ajst-32002	54	1	image	image	NOUN
ajst-32002	54	2	recognition	recognition	NOUN
ajst-32002	54	3	algorithms	algorithm	NOUN
ajst-32002	54	4	generally	generally	ADV
ajst-32002	54	5	require	require	VERB
ajst-32002	54	6	substantial	substantial	ADJ
ajst-32002	54	7	computational	computational	ADJ
ajst-32002	54	8	resources	resource	NOUN
ajst-32002	54	9	,	,	PUNCT
ajst-32002	54	10	especially	especially	ADV
ajst-32002	54	11	when	when	SCONJ
ajst-32002	54	12	processing	process	VERB
ajst-32002	54	13	high	high	ADJ
ajst-32002	54	14	-	-	PUNCT
ajst-32002	54	15	resolution	resolution	NOUN
ajst-32002	54	16	video	video	NOUN
ajst-32002	54	17	data	datum	NOUN
ajst-32002	54	18	.	.	PUNCT
ajst-32002	55	1	this	this	PRON
ajst-32002	55	2	can	can	AUX
ajst-32002	55	3	lead	lead	VERB
ajst-32002	55	4	to	to	ADP
ajst-32002	55	5	delays	delay	NOUN
ajst-32002	55	6	in	in	ADP
ajst-32002	55	7	system	system	NOUN
ajst-32002	55	8	responses	response	NOUN
ajst-32002	55	9	,	,	PUNCT
ajst-32002	55	10	particularly	particularly	ADV
ajst-32002	55	11	in	in	ADP
ajst-32002	55	12	dynamic	dynamic	ADJ
ajst-32002	55	13	environments	environment	NOUN
ajst-32002	55	14	.	.	PUNCT
ajst-32002	56	1	additionally	additionally	ADV
ajst-32002	56	2	,	,	PUNCT
ajst-32002	56	3	the	the	DET
ajst-32002	56	4	accuracy	accuracy	NOUN
ajst-32002	56	5	of	of	ADP
ajst-32002	56	6	image	image	NOUN
ajst-32002	56	7	recognition	recognition	NOUN
ajst-32002	56	8	is	be	AUX
ajst-32002	56	9	sensitive	sensitive	ADJ
ajst-32002	56	10	to	to	ADP
ajst-32002	56	11	lighting	lighting	NOUN
ajst-32002	56	12	conditions	condition	NOUN
ajst-32002	56	13	,	,	PUNCT
ajst-32002	56	14	environmental	environmental	ADJ
ajst-32002	56	15	complexity	complexity	NOUN
ajst-32002	56	16	,	,	PUNCT
ajst-32002	56	17	and	and	CCONJ
ajst-32002	56	18	occlusions	occlusion	NOUN
ajst-32002	56	19	,	,	PUNCT
ajst-32002	56	20	making	make	VERB
ajst-32002	56	21	it	it	PRON
ajst-32002	56	22	difficult	difficult	ADJ
ajst-32002	56	23	to	to	PART
ajst-32002	56	24	maintain	maintain	VERB
ajst-32002	56	25	high	high	ADJ
ajst-32002	56	26	precision	precision	NOUN
ajst-32002	56	27	in	in	ADP
ajst-32002	56	28	dynamic	dynamic	ADJ
ajst-32002	56	29	settings	setting	NOUN
ajst-32002	56	30	[	[	X
ajst-32002	56	31	12	12	NUM
ajst-32002	56	32	]	]	PUNCT
ajst-32002	56	33	.	.	PUNCT
ajst-32002	57	1	privacy	privacy	NOUN
ajst-32002	57	2	concerns	concern	NOUN
ajst-32002	57	3	are	be	AUX
ajst-32002	57	4	another	another	DET
ajst-32002	57	5	significant	significant	ADJ
ajst-32002	57	6	issue	issue	NOUN
ajst-32002	57	7	when	when	SCONJ
ajst-32002	57	8	using	use	VERB
ajst-32002	57	9	visual	visual	ADJ
ajst-32002	57	10	data	datum	NOUN
ajst-32002	57	11	for	for	ADP
ajst-32002	57	12	monitoring	monitoring	NOUN
ajst-32002	57	13	and	and	CCONJ
ajst-32002	57	14	analyzing	analyze	VERB
ajst-32002	57	15	user	user	NOUN
ajst-32002	57	16	activities	activity	NOUN
ajst-32002	57	17	,	,	PUNCT
ajst-32002	57	18	making	make	VERB
ajst-32002	57	19	strict	strict	ADJ
ajst-32002	57	20	data	datum	NOUN
ajst-32002	57	21	protection	protection	NOUN
ajst-32002	57	22	measures	measure	NOUN
ajst-32002	57	23	essential	essential	ADJ
ajst-32002	57	24	.	.	PUNCT
ajst-32002	58	1	3.2	3.2	NUM
ajst-32002	58	2	deep	deep	ADJ
ajst-32002	58	3	learning	learning	NOUN
ajst-32002	58	4	and	and	CCONJ
ajst-32002	58	5	image	image	NOUN
ajst-32002	58	6	processing	processing	NOUN
ajst-32002	58	7	deep	deep	ADJ
ajst-32002	58	8	learning	learning	NOUN
ajst-32002	58	9	has	have	AUX
ajst-32002	58	10	significantly	significantly	ADV
ajst-32002	58	11	enhanced	enhance	VERB
ajst-32002	58	12	the	the	DET
ajst-32002	58	13	capabilities	capability	NOUN
ajst-32002	58	14	of	of	ADP
ajst-32002	58	15	adaptive	adaptive	ADJ
ajst-32002	58	16	systems	system	NOUN
ajst-32002	58	17	,	,	PUNCT
ajst-32002	58	18	particularly	particularly	ADV
ajst-32002	58	19	in	in	ADP
ajst-32002	58	20	image	image	NOUN
ajst-32002	58	21	recognition	recognition	NOUN
ajst-32002	58	22	,	,	PUNCT
ajst-32002	58	23	decision	decision	NOUN
ajst-32002	58	24	-	-	PUNCT
ajst-32002	58	25	making	making	NOUN
ajst-32002	58	26	,	,	PUNCT
ajst-32002	58	27	and	and	CCONJ
ajst-32002	58	28	real	real	ADJ
ajst-32002	58	29	-	-	PUNCT
ajst-32002	58	30	time	time	NOUN
ajst-32002	58	31	environmental	environmental	ADJ
ajst-32002	58	32	adjustments	adjustment	NOUN
ajst-32002	58	33	.	.	PUNCT
ajst-32002	59	1	by	by	ADP
ajst-32002	59	2	utilizing	utilize	VERB
ajst-32002	59	3	deep	deep	ADJ
ajst-32002	59	4	neural	neural	ADJ
ajst-32002	59	5	networks	network	NOUN
ajst-32002	59	6	(	(	PUNCT
ajst-32002	59	7	dnns	dnn	NOUN
ajst-32002	59	8	)	)	PUNCT
ajst-32002	59	9	,	,	PUNCT
ajst-32002	59	10	these	these	DET
ajst-32002	59	11	systems	system	NOUN
ajst-32002	59	12	can	can	AUX
ajst-32002	59	13	learn	learn	VERB
ajst-32002	59	14	complex	complex	ADJ
ajst-32002	59	15	patterns	pattern	NOUN
ajst-32002	59	16	from	from	ADP
ajst-32002	59	17	large	large	ADJ
ajst-32002	59	18	datasets	dataset	NOUN
ajst-32002	59	19	,	,	PUNCT
ajst-32002	59	20	thereby	thereby	ADV
ajst-32002	59	21	autonomously	autonomously	ADV
ajst-32002	59	22	improving	improve	VERB
ajst-32002	59	23	their	their	PRON
ajst-32002	59	24	performance	performance	NOUN
ajst-32002	59	25	[	[	X
ajst-32002	59	26	13	13	NUM
ajst-32002	59	27	]	]	PUNCT
ajst-32002	59	28	.	.	PUNCT
ajst-32002	60	1	notable	notable	ADJ
ajst-32002	60	2	applications	application	NOUN
ajst-32002	60	3	of	of	ADP
ajst-32002	60	4	deep	deep	ADJ
ajst-32002	60	5	learning	learning	NOUN
ajst-32002	60	6	in	in	ADP
ajst-32002	60	7	adaptive	adaptive	ADJ
ajst-32002	60	8	control	control	NOUN
ajst-32002	60	9	systems	system	NOUN
ajst-32002	60	10	include	include	VERB
ajst-32002	60	11	the	the	DET
ajst-32002	60	12	use	use	NOUN
ajst-32002	60	13	of	of	ADP
ajst-32002	60	14	recurrent	recurrent	ADJ
ajst-32002	60	15	neural	neural	ADJ
ajst-32002	60	16	networks	network	NOUN
ajst-32002	60	17	(	(	PUNCT
ajst-32002	60	18	rnns	rnns	PROPN
ajst-32002	60	19	)	)	PUNCT
ajst-32002	60	20	and	and	CCONJ
ajst-32002	60	21	long	long	ADJ
ajst-32002	60	22	short	short	ADJ
ajst-32002	60	23	-	-	PUNCT
ajst-32002	60	24	term	term	NOUN
ajst-32002	60	25	memory	memory	NOUN
ajst-32002	60	26	(	(	PUNCT
ajst-32002	60	27	lstm	lstm	NOUN
ajst-32002	60	28	)	)	PUNCT
ajst-32002	60	29	networks	network	NOUN
ajst-32002	60	30	,	,	PUNCT
ajst-32002	60	31	which	which	PRON
ajst-32002	60	32	are	be	AUX
ajst-32002	60	33	adept	adept	ADJ
ajst-32002	60	34	at	at	ADP
ajst-32002	60	35	capturing	capture	VERB
ajst-32002	60	36	temporal	temporal	ADJ
ajst-32002	60	37	dependencies	dependency	NOUN
ajst-32002	60	38	in	in	ADP
ajst-32002	60	39	environmental	environmental	ADJ
ajst-32002	60	40	data	datum	NOUN
ajst-32002	60	41	to	to	PART
ajst-32002	60	42	predict	predict	VERB
ajst-32002	60	43	and	and	CCONJ
ajst-32002	60	44	adapt	adapt	VERB
ajst-32002	60	45	to	to	ADP
ajst-32002	60	46	future	future	ADJ
ajst-32002	60	47	changes.[14	changes.[14	PROPN
ajst-32002	60	48	]	]	PUNCT
ajst-32002	60	49	fig	fig	NOUN
ajst-32002	60	50	.	.	PUNCT
ajst-32002	61	1	3	3	NUM
ajst-32002	61	2	vit	vit	NOUN
ajst-32002	61	3	image	image	NOUN
ajst-32002	61	4	recognition	recognition	NOUN
ajst-32002	61	5	principle	principle	VERB
ajst-32002	61	6	the	the	DET
ajst-32002	61	7	primary	primary	ADJ
ajst-32002	61	8	advantage	advantage	NOUN
ajst-32002	61	9	of	of	ADP
ajst-32002	61	10	deep	deep	ADJ
ajst-32002	61	11	learning	learning	NOUN
ajst-32002	61	12	lies	lie	VERB
ajst-32002	61	13	in	in	ADP
ajst-32002	61	14	its	its	PRON
ajst-32002	61	15	ability	ability	NOUN
ajst-32002	61	16	to	to	PART
ajst-32002	61	17	automatically	automatically	ADV
ajst-32002	61	18	extract	extract	VERB
ajst-32002	61	19	features	feature	NOUN
ajst-32002	61	20	from	from	ADP
ajst-32002	61	21	raw	raw	ADJ
ajst-32002	61	22	data	datum	NOUN
ajst-32002	61	23	,	,	PUNCT
ajst-32002	61	24	reducing	reduce	VERB
ajst-32002	61	25	the	the	DET
ajst-32002	61	26	need	need	NOUN
ajst-32002	61	27	for	for	ADP
ajst-32002	61	28	manual	manual	ADJ
ajst-32002	61	29	feature	feature	NOUN
ajst-32002	61	30	engineering	engineering	NOUN
ajst-32002	61	31	and	and	CCONJ
ajst-32002	61	32	enabling	enable	VERB
ajst-32002	61	33	accurate	accurate	ADJ
ajst-32002	61	34	predictions	prediction	NOUN
ajst-32002	61	35	for	for	ADP
ajst-32002	61	36	environmental	environmental	ADJ
ajst-32002	61	37	control	control	NOUN
ajst-32002	62	1	[	[	X
ajst-32002	62	2	15	15	NUM
ajst-32002	62	3	]	]	PUNCT
ajst-32002	62	4	.	.	PUNCT
ajst-32002	63	1	recent	recent	ADJ
ajst-32002	63	2	research	research	NOUN
ajst-32002	63	3	results	result	NOUN
ajst-32002	63	4	are	be	AUX
ajst-32002	63	5	cited	cite	VERB
ajst-32002	63	6	here	here	ADV
ajst-32002	63	7	,	,	PUNCT
ajst-32002	63	8	and	and	CCONJ
ajst-32002	63	9	the	the	DET
ajst-32002	63	10	vision	vision	NOUN
ajst-32002	63	11	transformer	transformer	NOUN
ajst-32002	63	12	(	(	PUNCT
ajst-32002	63	13	vit	vit	NOUN
ajst-32002	63	14	)	)	PUNCT
ajst-32002	63	15	106	106	NUM
ajst-32002	63	16	architecture	architecture	NOUN
ajst-32002	63	17	can	can	AUX
ajst-32002	63	18	be	be	AUX
ajst-32002	63	19	directly	directly	ADV
ajst-32002	63	20	used	use	VERB
ajst-32002	63	21	for	for	ADP
ajst-32002	63	22	image	image	NOUN
ajst-32002	63	23	recognition	recognition	NOUN
ajst-32002	63	24	tasks	task	NOUN
ajst-32002	63	25	,	,	PUNCT
ajst-32002	63	26	and	and	CCONJ
ajst-32002	63	27	sota	sota	NOUN
ajst-32002	63	28	performance	performance	NOUN
ajst-32002	63	29	can	can	AUX
ajst-32002	63	30	be	be	AUX
ajst-32002	63	31	achieved	achieve	VERB
ajst-32002	63	32	without	without	ADP
ajst-32002	63	33	the	the	DET
ajst-32002	63	34	need	need	NOUN
ajst-32002	63	35	for	for	ADP
ajst-32002	63	36	convolutional	convolutional	ADJ
ajst-32002	63	37	structure	structure	NOUN
ajst-32002	63	38	by	by	ADP
ajst-32002	63	39	dividing	divide	VERB
ajst-32002	63	40	the	the	DET
ajst-32002	63	41	image	image	NOUN
ajst-32002	63	42	into	into	ADP
ajst-32002	63	43	patch	patch	ADJ
ajst-32002	63	44	sequences	sequence	NOUN
ajst-32002	63	45	and	and	CCONJ
ajst-32002	63	46	feeding	feed	VERB
ajst-32002	63	47	it	it	PRON
ajst-32002	63	48	into	into	ADP
ajst-32002	63	49	the	the	DET
ajst-32002	63	50	transformer	transformer	NOUN
ajst-32002	64	1	[	[	X
ajst-32002	64	2	16	16	NUM
ajst-32002	64	3	]	]	PUNCT
ajst-32002	64	4	.	.	PUNCT
ajst-32002	65	1	(	(	PUNCT
ajst-32002	65	2	figure	figure	NOUN
ajst-32002	65	3	3	3	NUM
ajst-32002	65	4	)	)	PUNCT
ajst-32002	65	5	however	however	ADV
ajst-32002	65	6	,	,	PUNCT
ajst-32002	65	7	deep	deep	ADJ
ajst-32002	65	8	learning	learning	NOUN
ajst-32002	65	9	also	also	ADV
ajst-32002	65	10	presents	present	VERB
ajst-32002	65	11	several	several	ADJ
ajst-32002	65	12	notable	notable	ADJ
ajst-32002	65	13	limitations	limitation	NOUN
ajst-32002	65	14	.	.	PUNCT
ajst-32002	66	1	a	a	DET
ajst-32002	66	2	major	major	ADJ
ajst-32002	66	3	challenge	challenge	NOUN
ajst-32002	66	4	is	be	AUX
ajst-32002	66	5	the	the	DET
ajst-32002	66	6	substantial	substantial	ADJ
ajst-32002	66	7	computational	computational	ADJ
ajst-32002	66	8	power	power	NOUN
ajst-32002	66	9	required	require	VERB
ajst-32002	66	10	for	for	ADP
ajst-32002	66	11	training	training	NOUN
ajst-32002	66	12	and	and	CCONJ
ajst-32002	66	13	deployment	deployment	NOUN
ajst-32002	66	14	.	.	PUNCT
ajst-32002	67	1	these	these	DET
ajst-32002	67	2	models	model	NOUN
ajst-32002	67	3	typically	typically	ADV
ajst-32002	67	4	need	need	VERB
ajst-32002	67	5	high	high	ADJ
ajst-32002	67	6	-	-	PUNCT
ajst-32002	67	7	performance	performance	NOUN
ajst-32002	67	8	hardware	hardware	NOUN
ajst-32002	67	9	,	,	PUNCT
ajst-32002	67	10	such	such	ADJ
ajst-32002	67	11	as	as	ADP
ajst-32002	67	12	gpus	gpu	NOUN
ajst-32002	67	13	or	or	CCONJ
ajst-32002	67	14	specialized	specialized	ADJ
ajst-32002	67	15	processors	processor	NOUN
ajst-32002	67	16	,	,	PUNCT
ajst-32002	67	17	which	which	PRON
ajst-32002	67	18	may	may	AUX
ajst-32002	67	19	not	not	PART
ajst-32002	67	20	be	be	AUX
ajst-32002	67	21	feasible	feasible	ADJ
ajst-32002	67	22	for	for	ADP
ajst-32002	67	23	resource	resource	NOUN
ajst-32002	67	24	-	-	PUNCT
ajst-32002	67	25	constrained	constrain	VERB
ajst-32002	67	26	smart	smart	ADJ
ajst-32002	67	27	home	home	NOUN
ajst-32002	67	28	devices	device	NOUN
ajst-32002	67	29	.	.	PUNCT
ajst-32002	68	1	consequently	consequently	ADV
ajst-32002	68	2	,	,	PUNCT
ajst-32002	68	3	deep	deep	ADJ
ajst-32002	68	4	learning	learning	NOUN
ajst-32002	68	5	often	often	ADV
ajst-32002	68	6	requires	require	VERB
ajst-32002	68	7	trade	trade	NOUN
ajst-32002	68	8	-	-	PUNCT
ajst-32002	68	9	offs	off	NOUN
ajst-32002	68	10	between	between	ADP
ajst-32002	68	11	model	model	NOUN
ajst-32002	68	12	complexity	complexity	NOUN
ajst-32002	68	13	and	and	CCONJ
ajst-32002	68	14	computational	computational	ADJ
ajst-32002	68	15	efficiency	efficiency	NOUN
ajst-32002	68	16	[	[	X
ajst-32002	68	17	17	17	NUM
ajst-32002	68	18	]	]	PUNCT
ajst-32002	68	19	.	.	PUNCT
ajst-32002	69	1	in	in	ADP
ajst-32002	69	2	addition	addition	NOUN
ajst-32002	69	3	,	,	PUNCT
ajst-32002	69	4	deep	deep	ADJ
ajst-32002	69	5	learning	learning	NOUN
ajst-32002	69	6	models	model	NOUN
ajst-32002	69	7	are	be	AUX
ajst-32002	69	8	commonly	commonly	ADV
ajst-32002	69	9	referred	refer	VERB
ajst-32002	69	10	to	to	ADP
ajst-32002	69	11	as	as	ADP
ajst-32002	69	12	"	"	PUNCT
ajst-32002	69	13	black	black	ADJ
ajst-32002	69	14	-	-	PUNCT
ajst-32002	69	15	box	box	NOUN
ajst-32002	69	16	"	"	PUNCT
ajst-32002	69	17	models	model	NOUN
ajst-32002	69	18	due	due	ADP
ajst-32002	69	19	to	to	ADP
ajst-32002	69	20	their	their	PRON
ajst-32002	69	21	lack	lack	NOUN
ajst-32002	69	22	of	of	ADP
ajst-32002	69	23	interpretability	interpretability	NOUN
ajst-32002	69	24	,	,	PUNCT
ajst-32002	69	25	which	which	PRON
ajst-32002	69	26	raises	raise	VERB
ajst-32002	69	27	concerns	concern	NOUN
ajst-32002	69	28	about	about	ADP
ajst-32002	69	29	transparency	transparency	NOUN
ajst-32002	69	30	,	,	PUNCT
ajst-32002	69	31	especially	especially	ADV
ajst-32002	69	32	in	in	ADP
ajst-32002	69	33	privacy	privacy	NOUN
ajst-32002	69	34	-	-	PUNCT
ajst-32002	69	35	sensitive	sensitive	ADJ
ajst-32002	69	36	applications	application	NOUN
ajst-32002	69	37	[	[	X
ajst-32002	69	38	18	18	NUM
ajst-32002	69	39	]	]	PUNCT
ajst-32002	69	40	.	.	PUNCT
ajst-32002	70	1	recent	recent	ADJ
ajst-32002	70	2	advancements	advancement	NOUN
ajst-32002	70	3	have	have	AUX
ajst-32002	70	4	addressed	address	VERB
ajst-32002	70	5	some	some	PRON
ajst-32002	70	6	of	of	ADP
ajst-32002	70	7	these	these	DET
ajst-32002	70	8	challenges	challenge	NOUN
ajst-32002	70	9	by	by	ADP
ajst-32002	70	10	introducing	introduce	VERB
ajst-32002	70	11	techniques	technique	NOUN
ajst-32002	70	12	such	such	ADJ
ajst-32002	70	13	as	as	ADP
ajst-32002	70	14	model	model	NOUN
ajst-32002	70	15	pruning	pruning	NOUN
ajst-32002	70	16	and	and	CCONJ
ajst-32002	70	17	quantization	quantization	NOUN
ajst-32002	70	18	,	,	PUNCT
ajst-32002	70	19	which	which	PRON
ajst-32002	70	20	help	help	VERB
ajst-32002	70	21	reduce	reduce	VERB
ajst-32002	70	22	computational	computational	ADJ
ajst-32002	70	23	demands	demand	NOUN
ajst-32002	70	24	while	while	SCONJ
ajst-32002	70	25	maintaining	maintain	VERB
ajst-32002	70	26	performance	performance	NOUN
ajst-32002	70	27	[	[	X
ajst-32002	70	28	19	19	NUM
ajst-32002	70	29	]	]	PUNCT
ajst-32002	70	30	.	.	PUNCT
ajst-32002	71	1	moreover	moreover	ADV
ajst-32002	71	2	,	,	PUNCT
ajst-32002	71	3	explainable	explainable	ADJ
ajst-32002	71	4	ai	ai	NOUN
ajst-32002	71	5	(	(	PUNCT
ajst-32002	71	6	xai	xai	PROPN
ajst-32002	71	7	)	)	PUNCT
ajst-32002	71	8	approaches	approach	NOUN
ajst-32002	71	9	,	,	PUNCT
ajst-32002	71	10	including	include	VERB
ajst-32002	71	11	attention	attention	NOUN
ajst-32002	71	12	mechanisms	mechanism	NOUN
ajst-32002	71	13	,	,	PUNCT
ajst-32002	71	14	have	have	AUX
ajst-32002	71	15	been	be	AUX
ajst-32002	71	16	developed	develop	VERB
ajst-32002	71	17	to	to	PART
ajst-32002	71	18	enhance	enhance	VERB
ajst-32002	71	19	the	the	DET
ajst-32002	71	20	transparency	transparency	NOUN
ajst-32002	71	21	of	of	ADP
ajst-32002	71	22	deep	deep	ADJ
ajst-32002	71	23	learning	learning	NOUN
ajst-32002	71	24	models	model	NOUN
ajst-32002	71	25	[	[	X
ajst-32002	71	26	20	20	NUM
ajst-32002	71	27	]	]	PUNCT
ajst-32002	71	28	.	.	PUNCT
ajst-32002	72	1	despite	despite	SCONJ
ajst-32002	72	2	these	these	DET
ajst-32002	72	3	improvements	improvement	NOUN
ajst-32002	72	4	,	,	PUNCT
ajst-32002	72	5	further	further	ADJ
ajst-32002	72	6	research	research	NOUN
ajst-32002	72	7	is	be	AUX
ajst-32002	72	8	required	require	VERB
ajst-32002	72	9	to	to	PART
ajst-32002	72	10	optimize	optimize	VERB
ajst-32002	72	11	computational	computational	ADJ
ajst-32002	72	12	efficiency	efficiency	NOUN
ajst-32002	72	13	,	,	PUNCT
ajst-32002	72	14	model	model	NOUN
ajst-32002	72	15	explainability	explainability	NOUN
ajst-32002	72	16	,	,	PUNCT
ajst-32002	72	17	and	and	CCONJ
ajst-32002	72	18	other	other	ADJ
ajst-32002	72	19	problems	problem	NOUN
ajst-32002	72	20	in	in	ADP
ajst-32002	72	21	order	order	NOUN
ajst-32002	72	22	to	to	PART
ajst-32002	72	23	fully	fully	ADV
ajst-32002	72	24	unlock	unlock	VERB
ajst-32002	72	25	the	the	DET
ajst-32002	72	26	potential	potential	NOUN
ajst-32002	72	27	of	of	ADP
ajst-32002	72	28	deep	deep	ADJ
ajst-32002	72	29	learning	learning	NOUN
ajst-32002	72	30	in	in	ADP
ajst-32002	72	31	adaptive	adaptive	ADJ
ajst-32002	72	32	smart	smart	ADJ
ajst-32002	72	33	home	home	NOUN
ajst-32002	72	34	systems	system	NOUN
ajst-32002	72	35	.	.	PUNCT
ajst-32002	73	1	3.3	3.3	NUM
ajst-32002	73	2	adaptive	adaptive	ADJ
ajst-32002	73	3	environmental	environmental	ADJ
ajst-32002	73	4	control	control	NOUN
ajst-32002	73	5	systems	systems	PROPN
ajst-32002	73	6	adaptive	adaptive	ADJ
ajst-32002	73	7	environmental	environmental	PROPN
ajst-32002	73	8	control	control	NOUN
ajst-32002	73	9	systems	system	NOUN
ajst-32002	73	10	aim	aim	VERB
ajst-32002	73	11	to	to	PART
ajst-32002	73	12	automatically	automatically	ADV
ajst-32002	73	13	adjust	adjust	VERB
ajst-32002	73	14	indoor	indoor	ADJ
ajst-32002	73	15	parameters	parameter	NOUN
ajst-32002	73	16	in	in	ADP
ajst-32002	73	17	realtime	realtime	NOUN
ajst-32002	73	18	to	to	PART
ajst-32002	73	19	maintain	maintain	VERB
ajst-32002	73	20	an	an	DET
ajst-32002	73	21	optimal	optimal	ADJ
ajst-32002	73	22	living	living	NOUN
ajst-32002	73	23	environment	environment	NOUN
ajst-32002	73	24	.	.	PUNCT
ajst-32002	74	1	these	these	DET
ajst-32002	74	2	systems	system	NOUN
ajst-32002	74	3	typically	typically	ADV
ajst-32002	74	4	rely	rely	VERB
ajst-32002	74	5	on	on	ADP
ajst-32002	74	6	various	various	ADJ
ajst-32002	74	7	sensors	sensor	NOUN
ajst-32002	74	8	(	(	PUNCT
ajst-32002	74	9	e.g.	e.g.	ADV
ajst-32002	74	10	,	,	PUNCT
ajst-32002	74	11	dht	dht	ADJ
ajst-32002	74	12	temperature	temperature	NOUN
ajst-32002	74	13	,	,	PUNCT
ajst-32002	74	14	humidity	humidity	NOUN
ajst-32002	74	15	,	,	PUNCT
ajst-32002	74	16	motion	motion	NOUN
ajst-32002	74	17	,	,	PUNCT
ajst-32002	74	18	and	and	CCONJ
ajst-32002	74	19	light	light	ADJ
ajst-32002	74	20	sensors	sensor	NOUN
ajst-32002	74	21	)	)	PUNCT
ajst-32002	74	22	to	to	PART
ajst-32002	74	23	monitor	monitor	VERB
ajst-32002	74	24	the	the	DET
ajst-32002	74	25	environment	environment	NOUN
ajst-32002	74	26	and	and	CCONJ
ajst-32002	74	27	make	make	VERB
ajst-32002	74	28	adjustments	adjustment	NOUN
ajst-32002	74	29	.	.	PUNCT
ajst-32002	75	1	unlike	unlike	ADP
ajst-32002	75	2	traditional	traditional	ADJ
ajst-32002	75	3	systems	system	NOUN
ajst-32002	75	4	that	that	PRON
ajst-32002	75	5	depend	depend	VERB
ajst-32002	75	6	on	on	ADP
ajst-32002	75	7	fixed	fix	VERB
ajst-32002	75	8	schedules	schedule	NOUN
ajst-32002	75	9	or	or	CCONJ
ajst-32002	75	10	manual	manual	ADJ
ajst-32002	75	11	adjustments	adjustment	NOUN
ajst-32002	75	12	,	,	PUNCT
ajst-32002	75	13	adaptive	adaptive	ADJ
ajst-32002	75	14	systems	system	NOUN
ajst-32002	75	15	respond	respond	VERB
ajst-32002	75	16	dynamically	dynamically	ADV
ajst-32002	75	17	to	to	ADP
ajst-32002	75	18	changing	change	VERB
ajst-32002	75	19	conditions	condition	NOUN
ajst-32002	75	20	based	base	VERB
ajst-32002	75	21	on	on	ADP
ajst-32002	75	22	real	real	ADJ
ajst-32002	75	23	-	-	PUNCT
ajst-32002	75	24	time	time	NOUN
ajst-32002	75	25	data	datum	NOUN
ajst-32002	75	26	.	.	PUNCT
ajst-32002	76	1	the	the	DET
ajst-32002	76	2	primary	primary	ADJ
ajst-32002	76	3	advantage	advantage	NOUN
ajst-32002	76	4	of	of	ADP
ajst-32002	76	5	adaptive	adaptive	ADJ
ajst-32002	76	6	environmental	environmental	ADJ
ajst-32002	76	7	control	control	NOUN
ajst-32002	76	8	systems	system	NOUN
ajst-32002	76	9	is	be	AUX
ajst-32002	76	10	their	their	PRON
ajst-32002	76	11	ability	ability	NOUN
ajst-32002	76	12	to	to	PART
ajst-32002	76	13	autonomously	autonomously	ADV
ajst-32002	76	14	adjust	adjust	VERB
ajst-32002	76	15	based	base	VERB
ajst-32002	76	16	on	on	ADP
ajst-32002	76	17	actual	actual	ADJ
ajst-32002	76	18	needs	need	NOUN
ajst-32002	76	19	,	,	PUNCT
ajst-32002	76	20	enhancing	enhance	VERB
ajst-32002	76	21	user	user	NOUN
ajst-32002	76	22	comfort	comfort	NOUN
ajst-32002	76	23	and	and	CCONJ
ajst-32002	76	24	achieving	achieve	VERB
ajst-32002	76	25	energy	energy	NOUN
ajst-32002	76	26	savings	saving	NOUN
ajst-32002	76	27	.	.	PUNCT
ajst-32002	77	1	the	the	DET
ajst-32002	77	2	latest	late	ADJ
ajst-32002	77	3	advancements	advancement	NOUN
ajst-32002	77	4	in	in	ADP
ajst-32002	77	5	sensor	sensor	NOUN
ajst-32002	77	6	fusion	fusion	NOUN
ajst-32002	77	7	,	,	PUNCT
ajst-32002	77	8	which	which	PRON
ajst-32002	77	9	combines	combine	VERB
ajst-32002	77	10	data	datum	NOUN
ajst-32002	77	11	from	from	ADP
ajst-32002	77	12	multiple	multiple	ADJ
ajst-32002	77	13	sensor	sensor	NOUN
ajst-32002	77	14	types	type	NOUN
ajst-32002	77	15	(	(	PUNCT
ajst-32002	77	16	e.g.	e.g.	ADV
ajst-32002	77	17	,	,	PUNCT
ajst-32002	77	18	temperature	temperature	NOUN
ajst-32002	77	19	sensors	sensor	NOUN
ajst-32002	77	20	and	and	CCONJ
ajst-32002	77	21	cameras	camera	NOUN
ajst-32002	77	22	)	)	PUNCT
ajst-32002	77	23	,	,	PUNCT
ajst-32002	77	24	have	have	AUX
ajst-32002	77	25	greatly	greatly	ADV
ajst-32002	77	26	improved	improve	VERB
ajst-32002	77	27	the	the	DET
ajst-32002	77	28	robustness	robustness	NOUN
ajst-32002	77	29	and	and	CCONJ
ajst-32002	77	30	flexibility	flexibility	NOUN
ajst-32002	77	31	of	of	ADP
ajst-32002	77	32	these	these	DET
ajst-32002	77	33	systems	system	NOUN
ajst-32002	77	34	[	[	X
ajst-32002	77	35	21	21	NUM
ajst-32002	77	36	]	]	PUNCT
ajst-32002	77	37	.	.	PUNCT
ajst-32002	78	1	according	accord	VERB
ajst-32002	78	2	to	to	ADP
ajst-32002	78	3	the	the	DET
ajst-32002	78	4	latest	late	ADJ
ajst-32002	78	5	research	research	NOUN
ajst-32002	78	6	results	result	NOUN
ajst-32002	78	7	of	of	ADP
ajst-32002	78	8	the	the	DET
ajst-32002	78	9	a	a	DET
ajst-32002	78	10	-	-	PUNCT
ajst-32002	78	11	music	music	NOUN
ajst-32002	78	12	system	system	NOUN
ajst-32002	78	13	[	[	X
ajst-32002	78	14	22	22	NUM
ajst-32002	78	15	]	]	PUNCT
ajst-32002	78	16	,	,	PUNCT
ajst-32002	78	17	the	the	DET
ajst-32002	78	18	system	system	NOUN
ajst-32002	78	19	improves	improve	VERB
ajst-32002	78	20	the	the	DET
ajst-32002	78	21	visual	visual	ADJ
ajst-32002	78	22	position	position	NOUN
ajst-32002	78	23	recognition	recognition	NOUN
ajst-32002	78	24	ability	ability	NOUN
ajst-32002	78	25	in	in	ADP
ajst-32002	78	26	changing	change	VERB
ajst-32002	78	27	environments	environment	NOUN
ajst-32002	78	28	through	through	ADP
ajst-32002	78	29	adaptive	adaptive	ADJ
ajst-32002	78	30	selection	selection	NOUN
ajst-32002	78	31	of	of	ADP
ajst-32002	78	32	visual	visual	ADJ
ajst-32002	78	33	positioning	positioning	NOUN
ajst-32002	78	34	technology	technology	NOUN
ajst-32002	78	35	.	.	PUNCT
ajst-32002	79	1	however	however	ADV
ajst-32002	79	2	,	,	PUNCT
ajst-32002	79	3	these	these	DET
ajst-32002	79	4	systems	system	NOUN
ajst-32002	79	5	also	also	ADV
ajst-32002	79	6	face	face	VERB
ajst-32002	79	7	certain	certain	ADJ
ajst-32002	79	8	limitations	limitation	NOUN
ajst-32002	79	9	.	.	PUNCT
ajst-32002	80	1	for	for	ADP
ajst-32002	80	2	example	example	NOUN
ajst-32002	80	3	,	,	PUNCT
ajst-32002	80	4	the	the	DET
ajst-32002	80	5	real	real	ADJ
ajst-32002	80	6	-	-	PUNCT
ajst-32002	80	7	time	time	NOUN
ajst-32002	80	8	responsiveness	responsiveness	NOUN
ajst-32002	80	9	and	and	CCONJ
ajst-32002	80	10	accuracy	accuracy	NOUN
ajst-32002	80	11	of	of	ADP
ajst-32002	80	12	the	the	DET
ajst-32002	80	13	system	system	NOUN
ajst-32002	80	14	heavily	heavily	ADV
ajst-32002	80	15	depend	depend	VERB
ajst-32002	80	16	on	on	ADP
ajst-32002	80	17	the	the	DET
ajst-32002	80	18	speed	speed	NOUN
ajst-32002	80	19	of	of	ADP
ajst-32002	80	20	data	datum	NOUN
ajst-32002	80	21	processing	processing	NOUN
ajst-32002	80	22	.	.	PUNCT
ajst-32002	81	1	in	in	ADP
ajst-32002	81	2	environments	environment	NOUN
ajst-32002	81	3	with	with	ADP
ajst-32002	81	4	frequent	frequent	ADJ
ajst-32002	81	5	changes	change	NOUN
ajst-32002	81	6	,	,	PUNCT
ajst-32002	81	7	delays	delay	NOUN
ajst-32002	81	8	may	may	AUX
ajst-32002	81	9	affect	affect	VERB
ajst-32002	81	10	the	the	DET
ajst-32002	81	11	system	system	NOUN
ajst-32002	81	12	’s	’s	PART
ajst-32002	81	13	responsiveness	responsiveness	NOUN
ajst-32002	81	14	.	.	PUNCT
ajst-32002	82	1	moreover	moreover	ADV
ajst-32002	82	2	,	,	PUNCT
ajst-32002	82	3	although	although	SCONJ
ajst-32002	82	4	various	various	ADJ
ajst-32002	82	5	sensors	sensor	NOUN
ajst-32002	82	6	are	be	AUX
ajst-32002	82	7	available	available	ADJ
ajst-32002	82	8	,	,	PUNCT
ajst-32002	82	9	their	their	PRON
ajst-32002	82	10	adaptability	adaptability	NOUN
ajst-32002	82	11	in	in	ADP
ajst-32002	82	12	different	different	ADJ
ajst-32002	82	13	environments	environment	NOUN
ajst-32002	82	14	remains	remain	VERB
ajst-32002	82	15	limited	limited	ADJ
ajst-32002	82	16	.	.	PUNCT
ajst-32002	83	1	for	for	ADP
ajst-32002	83	2	instance	instance	NOUN
ajst-32002	83	3	,	,	PUNCT
ajst-32002	83	4	over	over	ADP
ajst-32002	83	5	-	-	PUNCT
ajst-32002	83	6	deployment	deployment	NOUN
ajst-32002	83	7	or	or	CCONJ
ajst-32002	83	8	under	under	NOUN
ajst-32002	83	9	-	-	PUNCT
ajst-32002	83	10	deployment	deployment	NOUN
ajst-32002	83	11	of	of	ADP
ajst-32002	83	12	sensors	sensor	NOUN
ajst-32002	83	13	can	can	AUX
ajst-32002	83	14	lead	lead	VERB
ajst-32002	83	15	to	to	ADP
ajst-32002	83	16	over	over	ADP
ajst-32002	83	17	-	-	PUNCT
ajst-32002	83	18	adjustment	adjustment	NOUN
ajst-32002	83	19	or	or	CCONJ
ajst-32002	83	20	delayed	delay	VERB
ajst-32002	83	21	responses	response	NOUN
ajst-32002	83	22	[	[	X
ajst-32002	83	23	23	23	NUM
ajst-32002	83	24	]	]	PUNCT
ajst-32002	83	25	.	.	PUNCT
ajst-32002	84	1	4	4	X
ajst-32002	84	2	.	.	NUM
ajst-32002	84	3	optimized	optimize	VERB
ajst-32002	84	4	design	design	NOUN
ajst-32002	84	5	of	of	ADP
ajst-32002	84	6	adaptive	adaptive	ADJ
ajst-32002	84	7	environmental	environmental	ADJ
ajst-32002	84	8	control	control	NOUN
ajst-32002	84	9	system	system	NOUN
ajst-32002	84	10	4.1	4.1	NUM
ajst-32002	84	11	feasibility	feasibility	NOUN
ajst-32002	84	12	analysis	analysis	NOUN
ajst-32002	84	13	cameras	camera	NOUN
ajst-32002	84	14	and	and	CCONJ
ajst-32002	84	15	sensors	sensor	NOUN
ajst-32002	84	16	installed	instal	VERB
ajst-32002	84	17	within	within	ADP
ajst-32002	84	18	the	the	DET
ajst-32002	84	19	smart	smart	ADJ
ajst-32002	84	20	home	home	NOUN
ajst-32002	84	21	environment	environment	NOUN
ajst-32002	84	22	,	,	PUNCT
ajst-32002	84	23	along	along	ADP
ajst-32002	84	24	with	with	ADP
ajst-32002	84	25	iot	iot	ADJ
ajst-32002	84	26	-	-	PUNCT
ajst-32002	84	27	driven	drive	VERB
ajst-32002	84	28	climate	climate	NOUN
ajst-32002	84	29	control	control	NOUN
ajst-32002	84	30	devices	device	NOUN
ajst-32002	84	31	[	[	X
ajst-32002	84	32	24	24	NUM
ajst-32002	84	33	]	]	X
ajst-32002	84	34	,	,	PUNCT
ajst-32002	84	35	such	such	ADJ
ajst-32002	84	36	as	as	ADP
ajst-32002	84	37	smart	smart	ADJ
ajst-32002	84	38	thermostats	thermostat	NOUN
ajst-32002	84	39	,	,	PUNCT
ajst-32002	84	40	can	can	AUX
ajst-32002	84	41	provide	provide	VERB
ajst-32002	84	42	the	the	DET
ajst-32002	84	43	data	datum	NOUN
ajst-32002	84	44	required	require	VERB
ajst-32002	84	45	for	for	ADP
ajst-32002	84	46	the	the	DET
ajst-32002	84	47	image	image	NOUN
ajst-32002	84	48	recognition	recognition	NOUN
ajst-32002	84	49	system	system	NOUN
ajst-32002	84	50	.	.	PUNCT
ajst-32002	85	1	these	these	DET
ajst-32002	85	2	devices	device	NOUN
ajst-32002	85	3	seamlessly	seamlessly	ADV
ajst-32002	85	4	interface	interface	VERB
ajst-32002	85	5	with	with	ADP
ajst-32002	85	6	the	the	DET
ajst-32002	85	7	image	image	NOUN
ajst-32002	85	8	recognition	recognition	NOUN
ajst-32002	85	9	software	software	NOUN
ajst-32002	85	10	through	through	ADP
ajst-32002	85	11	robust	robust	ADJ
ajst-32002	85	12	communication	communication	NOUN
ajst-32002	85	13	protocols	protocol	NOUN
ajst-32002	85	14	.	.	PUNCT
ajst-32002	86	1	the	the	DET
ajst-32002	86	2	progress	progress	NOUN
ajst-32002	86	3	in	in	ADP
ajst-32002	86	4	machine	machine	NOUN
ajst-32002	86	5	learning	learning	NOUN
ajst-32002	86	6	,	,	PUNCT
ajst-32002	86	7	particularly	particularly	ADV
ajst-32002	86	8	deep	deep	ADJ
ajst-32002	86	9	learning	learning	NOUN
ajst-32002	86	10	algorithms	algorithm	NOUN
ajst-32002	86	11	,	,	PUNCT
ajst-32002	86	12	is	be	AUX
ajst-32002	86	13	critical	critical	ADJ
ajst-32002	86	14	for	for	ADP
ajst-32002	86	15	processing	process	VERB
ajst-32002	86	16	the	the	DET
ajst-32002	86	17	image	image	NOUN
ajst-32002	86	18	data	datum	NOUN
ajst-32002	86	19	captured	capture	VERB
ajst-32002	86	20	by	by	ADP
ajst-32002	86	21	sensors	sensor	NOUN
ajst-32002	86	22	and	and	CCONJ
ajst-32002	86	23	making	make	VERB
ajst-32002	86	24	intelligent	intelligent	ADJ
ajst-32002	86	25	decisions	decision	NOUN
ajst-32002	86	26	.	.	PUNCT
ajst-32002	87	1	convolutional	convolutional	ADJ
ajst-32002	87	2	neural	neural	ADJ
ajst-32002	87	3	networks	network	NOUN
ajst-32002	87	4	(	(	PUNCT
ajst-32002	87	5	cnns	cnns	PROPN
ajst-32002	87	6	)	)	PUNCT
ajst-32002	87	7	can	can	AUX
ajst-32002	87	8	be	be	AUX
ajst-32002	87	9	used	use	VERB
ajst-32002	87	10	to	to	PART
ajst-32002	87	11	detect	detect	VERB
ajst-32002	87	12	and	and	CCONJ
ajst-32002	87	13	interpret	interpret	VERB
ajst-32002	87	14	various	various	ADJ
ajst-32002	87	15	human	human	ADJ
ajst-32002	87	16	activities	activity	NOUN
ajst-32002	87	17	and	and	CCONJ
ajst-32002	87	18	environmental	environmental	ADJ
ajst-32002	87	19	parameters	parameter	NOUN
ajst-32002	87	20	from	from	ADP
ajst-32002	87	21	the	the	DET
ajst-32002	87	22	images	image	NOUN
ajst-32002	87	23	[	[	X
ajst-32002	87	24	25	25	NUM
ajst-32002	87	25	]	]	PUNCT
ajst-32002	87	26	.	.	PUNCT
ajst-32002	88	1	ensuring	ensure	VERB
ajst-32002	88	2	user	user	NOUN
ajst-32002	88	3	privacy	privacy	NOUN
ajst-32002	88	4	and	and	CCONJ
ajst-32002	88	5	data	datum	NOUN
ajst-32002	88	6	security	security	NOUN
ajst-32002	88	7	is	be	AUX
ajst-32002	88	8	a	a	DET
ajst-32002	88	9	key	key	ADJ
ajst-32002	88	10	consideration	consideration	NOUN
ajst-32002	88	11	in	in	ADP
ajst-32002	88	12	implementing	implement	VERB
ajst-32002	88	13	such	such	ADJ
ajst-32002	88	14	systems	system	NOUN
ajst-32002	88	15	.	.	PUNCT
ajst-32002	89	1	image	image	NOUN
ajst-32002	89	2	data	datum	NOUN
ajst-32002	89	3	should	should	AUX
ajst-32002	89	4	be	be	AUX
ajst-32002	89	5	processed	process	VERB
ajst-32002	89	6	locally	locally	ADV
ajst-32002	89	7	or	or	CCONJ
ajst-32002	89	8	anonymized	anonymize	VERB
ajst-32002	89	9	both	both	DET
ajst-32002	89	10	measures	measure	NOUN
ajst-32002	89	11	to	to	PART
ajst-32002	89	12	protect	protect	VERB
ajst-32002	89	13	personal	personal	ADJ
ajst-32002	89	14	information	information	NOUN
ajst-32002	89	15	.	.	PUNCT
ajst-32002	90	1	additionally	additionally	ADV
ajst-32002	90	2	,	,	PUNCT
ajst-32002	90	3	secure	secure	ADJ
ajst-32002	90	4	communication	communication	NOUN
ajst-32002	90	5	protocols	protocol	NOUN
ajst-32002	90	6	must	must	AUX
ajst-32002	90	7	be	be	AUX
ajst-32002	90	8	established	establish	VERB
ajst-32002	90	9	to	to	PART
ajst-32002	90	10	safeguard	safeguard	VERB
ajst-32002	90	11	data	data	NOUN
ajst-32002	90	12	transmission	transmission	NOUN
ajst-32002	90	13	.	.	PUNCT
ajst-32002	91	1	107	107	NUM
ajst-32002	91	2	4.2	4.2	NUM
ajst-32002	91	3	proposed	propose	VERB
ajst-32002	91	4	architecture	architecture	NOUN
ajst-32002	91	5	cameras	camera	NOUN
ajst-32002	91	6	or	or	CCONJ
ajst-32002	91	7	sensors	sensor	NOUN
ajst-32002	91	8	placed	place	VERB
ajst-32002	91	9	within	within	ADP
ajst-32002	91	10	the	the	DET
ajst-32002	91	11	smart	smart	ADJ
ajst-32002	91	12	home	home	NOUN
ajst-32002	91	13	environment	environment	NOUN
ajst-32002	91	14	will	will	AUX
ajst-32002	91	15	continuously	continuously	ADV
ajst-32002	91	16	monitor	monitor	VERB
ajst-32002	91	17	the	the	DET
ajst-32002	91	18	room	room	NOUN
ajst-32002	91	19	and	and	CCONJ
ajst-32002	91	20	capture	capture	VERB
ajst-32002	91	21	images	image	NOUN
ajst-32002	91	22	or	or	CCONJ
ajst-32002	91	23	video	video	NOUN
ajst-32002	91	24	streams	stream	NOUN
ajst-32002	91	25	.	.	PUNCT
ajst-32002	92	1	the	the	DET
ajst-32002	92	2	captured	capture	VERB
ajst-32002	92	3	data	datum	NOUN
ajst-32002	92	4	will	will	AUX
ajst-32002	92	5	undergo	undergo	VERB
ajst-32002	92	6	preprocessing	preprocessing	NOUN
ajst-32002	92	7	(	(	PUNCT
ajst-32002	92	8	e.g.	e.g.	ADV
ajst-32002	92	9	,	,	PUNCT
ajst-32002	92	10	noise	noise	NOUN
ajst-32002	92	11	reduction	reduction	NOUN
ajst-32002	92	12	,	,	PUNCT
ajst-32002	92	13	image	image	NOUN
ajst-32002	92	14	normalization	normalization	NOUN
ajst-32002	92	15	)	)	PUNCT
ajst-32002	92	16	,	,	PUNCT
ajst-32002	92	17	and	and	CCONJ
ajst-32002	92	18	relevant	relevant	ADJ
ajst-32002	92	19	features	feature	NOUN
ajst-32002	92	20	,	,	PUNCT
ajst-32002	92	21	such	such	ADJ
ajst-32002	92	22	as	as	ADP
ajst-32002	92	23	human	human	ADJ
ajst-32002	92	24	presence	presence	NOUN
ajst-32002	92	25	,	,	PUNCT
ajst-32002	92	26	activity	activity	NOUN
ajst-32002	92	27	type	type	NOUN
ajst-32002	92	28	,	,	PUNCT
ajst-32002	92	29	or	or	CCONJ
ajst-32002	92	30	even	even	ADV
ajst-32002	92	31	body	body	NOUN
ajst-32002	92	32	heat	heat	NOUN
ajst-32002	92	33	,	,	PUNCT
ajst-32002	92	34	will	will	AUX
ajst-32002	92	35	be	be	AUX
ajst-32002	92	36	extracted	extract	VERB
ajst-32002	92	37	using	use	VERB
ajst-32002	92	38	computer	computer	NOUN
ajst-32002	92	39	vision	vision	NOUN
ajst-32002	92	40	techniques	technique	NOUN
ajst-32002	92	41	.	.	PUNCT
ajst-32002	93	1	deep	deep	ADJ
ajst-32002	93	2	learning	learning	NOUN
ajst-32002	93	3	models	model	NOUN
ajst-32002	93	4	(	(	PUNCT
ajst-32002	93	5	e.g.	e.g.	ADV
ajst-32002	93	6	,	,	PUNCT
ajst-32002	93	7	cnns	cnn	NOUN
ajst-32002	93	8	or	or	CCONJ
ajst-32002	93	9	rnns	rnn	NOUN
ajst-32002	93	10	)	)	PUNCT
ajst-32002	93	11	will	will	AUX
ajst-32002	93	12	be	be	AUX
ajst-32002	93	13	employed	employ	VERB
ajst-32002	93	14	to	to	PART
ajst-32002	93	15	analyze	analyze	VERB
ajst-32002	93	16	the	the	DET
ajst-32002	93	17	image	image	NOUN
ajst-32002	93	18	data	datum	NOUN
ajst-32002	93	19	and	and	CCONJ
ajst-32002	93	20	interpret	interpret	VERB
ajst-32002	93	21	occupant	occupant	ADJ
ajst-32002	93	22	behavior	behavior	NOUN
ajst-32002	93	23	and	and	CCONJ
ajst-32002	93	24	environmental	environmental	ADJ
ajst-32002	93	25	conditions	condition	NOUN
ajst-32002	93	26	.	.	PUNCT
ajst-32002	94	1	based	base	VERB
ajst-32002	94	2	on	on	ADP
ajst-32002	94	3	the	the	DET
ajst-32002	94	4	analysis	analysis	NOUN
ajst-32002	94	5	,	,	PUNCT
ajst-32002	94	6	the	the	DET
ajst-32002	94	7	system	system	NOUN
ajst-32002	94	8	will	will	AUX
ajst-32002	94	9	adjust	adjust	VERB
ajst-32002	94	10	smart	smart	ADJ
ajst-32002	94	11	thermostats	thermostat	NOUN
ajst-32002	94	12	,	,	PUNCT
ajst-32002	94	13	hvac	hvac	PROPN
ajst-32002	94	14	systems	system	NOUN
ajst-32002	94	15	,	,	PUNCT
ajst-32002	94	16	or	or	CCONJ
ajst-32002	94	17	lighting	light	VERB
ajst-32002	94	18	to	to	PART
ajst-32002	94	19	suit	suit	VERB
ajst-32002	94	20	the	the	DET
ajst-32002	94	21	detected	detect	VERB
ajst-32002	94	22	environmental	environmental	ADJ
ajst-32002	94	23	conditions	condition	NOUN
ajst-32002	94	24	.	.	PUNCT
ajst-32002	95	1	for	for	ADP
ajst-32002	95	2	example	example	NOUN
ajst-32002	95	3	,	,	PUNCT
ajst-32002	95	4	reducing	reduce	VERB
ajst-32002	95	5	heating	heating	NOUN
ajst-32002	95	6	when	when	SCONJ
ajst-32002	95	7	no	no	DET
ajst-32002	95	8	occupants	occupant	NOUN
ajst-32002	95	9	are	be	AUX
ajst-32002	95	10	present	present	ADJ
ajst-32002	95	11	or	or	CCONJ
ajst-32002	95	12	adjusting	adjust	VERB
ajst-32002	95	13	the	the	DET
ajst-32002	95	14	temperature	temperature	NOUN
ajst-32002	95	15	according	accord	VERB
ajst-32002	95	16	to	to	ADP
ajst-32002	95	17	body	body	NOUN
ajst-32002	95	18	heat	heat	NOUN
ajst-32002	95	19	.	.	PUNCT
ajst-32002	96	1	[	[	X
ajst-32002	96	2	26	26	NUM
ajst-32002	96	3	]	]	PUNCT
ajst-32002	96	4	additionally	additionally	ADV
ajst-32002	96	5	,	,	PUNCT
ajst-32002	96	6	the	the	DET
ajst-32002	96	7	system	system	NOUN
ajst-32002	96	8	will	will	AUX
ajst-32002	96	9	be	be	AUX
ajst-32002	96	10	capable	capable	ADJ
ajst-32002	96	11	of	of	ADP
ajst-32002	96	12	detecting	detect	VERB
ajst-32002	96	13	sudden	sudden	ADJ
ajst-32002	96	14	extreme	extreme	ADJ
ajst-32002	96	15	weather	weather	NOUN
ajst-32002	96	16	conditions	condition	NOUN
ajst-32002	96	17	and	and	CCONJ
ajst-32002	96	18	promptly	promptly	ADV
ajst-32002	96	19	making	make	VERB
ajst-32002	96	20	adjustment	adjustment	NOUN
ajst-32002	96	21	recommendations	recommendation	NOUN
ajst-32002	96	22	.	.	PUNCT
ajst-32002	97	1	the	the	DET
ajst-32002	97	2	system	system	NOUN
ajst-32002	97	3	will	will	AUX
ajst-32002	97	4	continuously	continuously	ADV
ajst-32002	97	5	monitor	monitor	VERB
ajst-32002	97	6	the	the	DET
ajst-32002	97	7	environment	environment	NOUN
ajst-32002	97	8	,	,	PUNCT
ajst-32002	97	9	adapt	adapt	VERB
ajst-32002	97	10	to	to	ADP
ajst-32002	97	11	changes	change	NOUN
ajst-32002	97	12	in	in	ADP
ajst-32002	97	13	real	real	ADJ
ajst-32002	97	14	-	-	PUNCT
ajst-32002	97	15	time	time	NOUN
ajst-32002	97	16	,	,	PUNCT
ajst-32002	97	17	and	and	CCONJ
ajst-32002	97	18	provide	provide	VERB
ajst-32002	97	19	feedback	feedback	NOUN
ajst-32002	97	20	to	to	ADP
ajst-32002	97	21	users	user	NOUN
ajst-32002	97	22	for	for	ADP
ajst-32002	97	23	further	further	ADJ
ajst-32002	97	24	adjustments	adjustment	NOUN
ajst-32002	97	25	when	when	SCONJ
ajst-32002	97	26	needed.[27	needed.[27	PROPN
ajst-32002	97	27	]	]	X
ajst-32002	97	28	5	5	NUM
ajst-32002	97	29	.	.	X
ajst-32002	98	1	summary	summary	NOUN
ajst-32002	98	2	in	in	ADP
ajst-32002	98	3	conclusion	conclusion	NOUN
ajst-32002	98	4	,	,	PUNCT
ajst-32002	98	5	the	the	DET
ajst-32002	98	6	development	development	NOUN
ajst-32002	98	7	of	of	ADP
ajst-32002	98	8	an	an	DET
ajst-32002	98	9	adaptive	adaptive	ADJ
ajst-32002	98	10	environmental	environmental	ADJ
ajst-32002	98	11	control	control	NOUN
ajst-32002	98	12	system	system	NOUN
ajst-32002	98	13	leveraging	leverage	VERB
ajst-32002	98	14	image	image	NOUN
ajst-32002	98	15	recognition	recognition	NOUN
ajst-32002	98	16	holds	hold	VERB
ajst-32002	98	17	substantial	substantial	ADJ
ajst-32002	98	18	promise	promise	NOUN
ajst-32002	98	19	for	for	ADP
ajst-32002	98	20	advancing	advance	VERB
ajst-32002	98	21	the	the	DET
ajst-32002	98	22	intelligence	intelligence	NOUN
ajst-32002	98	23	,	,	PUNCT
ajst-32002	98	24	automation	automation	NOUN
ajst-32002	98	25	,	,	PUNCT
ajst-32002	98	26	and	and	CCONJ
ajst-32002	98	27	personalization	personalization	NOUN
ajst-32002	98	28	of	of	ADP
ajst-32002	98	29	smart	smart	ADJ
ajst-32002	98	30	home	home	NOUN
ajst-32002	98	31	environments	environment	NOUN
ajst-32002	98	32	.	.	PUNCT
ajst-32002	99	1	by	by	ADP
ajst-32002	99	2	integrating	integrate	VERB
ajst-32002	99	3	technologies	technology	NOUN
ajst-32002	99	4	such	such	ADJ
ajst-32002	99	5	as	as	ADP
ajst-32002	99	6	computer	computer	NOUN
ajst-32002	99	7	vision	vision	NOUN
ajst-32002	99	8	and	and	CCONJ
ajst-32002	99	9	deep	deep	ADJ
ajst-32002	99	10	learning	learning	NOUN
ajst-32002	99	11	,	,	PUNCT
ajst-32002	99	12	the	the	DET
ajst-32002	99	13	system	system	NOUN
ajst-32002	99	14	enables	enable	VERB
ajst-32002	99	15	real	real	ADJ
ajst-32002	99	16	-	-	PUNCT
ajst-32002	99	17	time	time	NOUN
ajst-32002	99	18	perception	perception	NOUN
ajst-32002	99	19	of	of	ADP
ajst-32002	99	20	occupant	occupant	ADJ
ajst-32002	99	21	behavior	behavior	NOUN
ajst-32002	99	22	and	and	CCONJ
ajst-32002	99	23	indoor	indoor	ADJ
ajst-32002	99	24	conditions	condition	NOUN
ajst-32002	99	25	,	,	PUNCT
ajst-32002	99	26	allowing	allow	VERB
ajst-32002	99	27	for	for	ADP
ajst-32002	99	28	dynamic	dynamic	ADJ
ajst-32002	99	29	regulation	regulation	NOUN
ajst-32002	99	30	of	of	ADP
ajst-32002	99	31	temperature	temperature	NOUN
ajst-32002	99	32	,	,	PUNCT
ajst-32002	99	33	humidity	humidity	NOUN
ajst-32002	99	34	,	,	PUNCT
ajst-32002	99	35	and	and	CCONJ
ajst-32002	99	36	lighting	lighting	NOUN
ajst-32002	99	37	.	.	PUNCT
ajst-32002	100	1	unlike	unlike	ADP
ajst-32002	100	2	traditional	traditional	ADJ
ajst-32002	100	3	systems	system	NOUN
ajst-32002	100	4	that	that	PRON
ajst-32002	100	5	rely	rely	VERB
ajst-32002	100	6	on	on	ADP
ajst-32002	100	7	fixed	fix	VERB
ajst-32002	100	8	schedules	schedule	NOUN
ajst-32002	100	9	or	or	CCONJ
ajst-32002	100	10	manual	manual	ADJ
ajst-32002	100	11	input	input	NOUN
ajst-32002	100	12	,	,	PUNCT
ajst-32002	100	13	this	this	DET
ajst-32002	100	14	architecture	architecture	NOUN
ajst-32002	100	15	supports	support	VERB
ajst-32002	100	16	continuous	continuous	ADJ
ajst-32002	100	17	adaptation	adaptation	NOUN
ajst-32002	100	18	to	to	ADP
ajst-32002	100	19	user	user	NOUN
ajst-32002	100	20	presence	presence	NOUN
ajst-32002	100	21	,	,	PUNCT
ajst-32002	100	22	activity	activity	NOUN
ajst-32002	100	23	levels	level	NOUN
ajst-32002	100	24	,	,	PUNCT
ajst-32002	100	25	and	and	CCONJ
ajst-32002	100	26	environmental	environmental	ADJ
ajst-32002	100	27	fluctuations	fluctuation	NOUN
ajst-32002	100	28	.	.	PUNCT
ajst-32002	101	1	the	the	DET
ajst-32002	101	2	result	result	NOUN
ajst-32002	101	3	is	be	AUX
ajst-32002	101	4	a	a	DET
ajst-32002	101	5	more	more	ADV
ajst-32002	101	6	responsive	responsive	ADJ
ajst-32002	101	7	and	and	CCONJ
ajst-32002	101	8	user	user	NOUN
ajst-32002	101	9	-	-	PUNCT
ajst-32002	101	10	centric	centric	ADJ
ajst-32002	101	11	living	living	NOUN
ajst-32002	101	12	space	space	NOUN
ajst-32002	101	13	that	that	PRON
ajst-32002	101	14	aligns	align	VERB
ajst-32002	101	15	with	with	ADP
ajst-32002	101	16	both	both	CCONJ
ajst-32002	101	17	individual	individual	ADJ
ajst-32002	101	18	comfort	comfort	NOUN
ajst-32002	101	19	needs	need	NOUN
ajst-32002	101	20	and	and	CCONJ
ajst-32002	101	21	real	real	ADJ
ajst-32002	101	22	-	-	PUNCT
ajst-32002	101	23	time	time	NOUN
ajst-32002	101	24	contextual	contextual	ADJ
ajst-32002	101	25	changes	change	NOUN
ajst-32002	101	26	.	.	PUNCT
ajst-32002	102	1	the	the	DET
ajst-32002	102	2	practical	practical	ADJ
ajst-32002	102	3	feasibility	feasibility	NOUN
ajst-32002	102	4	of	of	ADP
ajst-32002	102	5	such	such	DET
ajst-32002	102	6	a	a	DET
ajst-32002	102	7	system	system	NOUN
ajst-32002	102	8	is	be	AUX
ajst-32002	102	9	increasingly	increasingly	ADV
ajst-32002	102	10	supported	support	VERB
ajst-32002	102	11	by	by	ADP
ajst-32002	102	12	advances	advance	NOUN
ajst-32002	102	13	in	in	ADP
ajst-32002	102	14	affordable	affordable	ADJ
ajst-32002	102	15	imaging	imaging	NOUN
ajst-32002	102	16	hardware	hardware	NOUN
ajst-32002	102	17	and	and	CCONJ
ajst-32002	102	18	efficient	efficient	ADJ
ajst-32002	102	19	processing	processing	NOUN
ajst-32002	102	20	platforms	platform	NOUN
ajst-32002	102	21	,	,	PUNCT
ajst-32002	102	22	which	which	PRON
ajst-32002	102	23	enable	enable	VERB
ajst-32002	102	24	accurate	accurate	ADJ
ajst-32002	102	25	detection	detection	NOUN
ajst-32002	102	26	of	of	ADP
ajst-32002	102	27	human	human	ADJ
ajst-32002	102	28	posture	posture	NOUN
ajst-32002	102	29	,	,	PUNCT
ajst-32002	102	30	activity	activity	NOUN
ajst-32002	102	31	,	,	PUNCT
ajst-32002	102	32	and	and	CCONJ
ajst-32002	102	33	even	even	ADV
ajst-32002	102	34	physiological	physiological	ADJ
ajst-32002	102	35	cues	cue	NOUN
ajst-32002	102	36	like	like	ADP
ajst-32002	102	37	body	body	NOUN
ajst-32002	102	38	temperature	temperature	NOUN
ajst-32002	102	39	.	.	PUNCT
ajst-32002	103	1	this	this	DET
ajst-32002	103	2	data	data	NOUN
ajst-32002	103	3	-	-	PUNCT
ajst-32002	103	4	driven	drive	VERB
ajst-32002	103	5	control	control	NOUN
ajst-32002	103	6	approach	approach	NOUN
ajst-32002	103	7	allows	allow	VERB
ajst-32002	103	8	for	for	ADP
ajst-32002	103	9	real	real	ADJ
ajst-32002	103	10	-	-	PUNCT
ajst-32002	103	11	time	time	NOUN
ajst-32002	103	12	climate	climate	NOUN
ajst-32002	103	13	optimization	optimization	NOUN
ajst-32002	103	14	that	that	PRON
ajst-32002	103	15	adapts	adapt	VERB
ajst-32002	103	16	to	to	PART
ajst-32002	103	17	diverse	diverse	ADJ
ajst-32002	103	18	household	household	NOUN
ajst-32002	103	19	configurations	configuration	NOUN
ajst-32002	103	20	,	,	PUNCT
ajst-32002	103	21	occupant	occupant	ADJ
ajst-32002	103	22	preferences	preference	NOUN
ajst-32002	103	23	,	,	PUNCT
ajst-32002	103	24	and	and	CCONJ
ajst-32002	103	25	seasonal	seasonal	ADJ
ajst-32002	103	26	variations	variation	NOUN
ajst-32002	103	27	.	.	PUNCT
ajst-32002	104	1	beyond	beyond	ADP
ajst-32002	104	2	enhancing	enhance	VERB
ajst-32002	104	3	comfort	comfort	NOUN
ajst-32002	104	4	,	,	PUNCT
ajst-32002	104	5	the	the	DET
ajst-32002	104	6	proposed	propose	VERB
ajst-32002	104	7	system	system	NOUN
ajst-32002	104	8	contributes	contribute	VERB
ajst-32002	104	9	meaningfully	meaningfully	ADV
ajst-32002	104	10	to	to	ADP
ajst-32002	104	11	energy	energy	NOUN
ajst-32002	104	12	efficiency	efficiency	NOUN
ajst-32002	104	13	and	and	CCONJ
ajst-32002	104	14	sustainability	sustainability	NOUN
ajst-32002	104	15	by	by	ADP
ajst-32002	104	16	minimizing	minimize	VERB
ajst-32002	104	17	unnecessary	unnecessary	ADJ
ajst-32002	104	18	energy	energy	NOUN
ajst-32002	104	19	use	use	NOUN
ajst-32002	104	20	through	through	ADP
ajst-32002	104	21	intelligent	intelligent	ADJ
ajst-32002	104	22	adaptation	adaptation	NOUN
ajst-32002	104	23	.	.	PUNCT
ajst-32002	105	1	as	as	SCONJ
ajst-32002	105	2	the	the	DET
ajst-32002	105	3	technological	technological	ADJ
ajst-32002	105	4	foundation	foundation	NOUN
ajst-32002	105	5	continues	continue	VERB
ajst-32002	105	6	to	to	PART
ajst-32002	105	7	evolve	evolve	VERB
ajst-32002	105	8	,	,	PUNCT
ajst-32002	105	9	adaptive	adaptive	ADJ
ajst-32002	105	10	environmental	environmental	ADJ
ajst-32002	105	11	control	control	NOUN
ajst-32002	105	12	systems	system	NOUN
ajst-32002	105	13	based	base	VERB
ajst-32002	105	14	on	on	ADP
ajst-32002	105	15	image	image	NOUN
ajst-32002	105	16	recognition	recognition	NOUN
ajst-32002	105	17	are	be	AUX
ajst-32002	105	18	poised	poise	VERB
ajst-32002	105	19	to	to	PART
ajst-32002	105	20	become	become	VERB
ajst-32002	105	21	a	a	DET
ajst-32002	105	22	cornerstone	cornerstone	NOUN
ajst-32002	105	23	of	of	ADP
ajst-32002	105	24	next	next	ADJ
ajst-32002	105	25	-	-	PUNCT
ajst-32002	105	26	generation	generation	NOUN
ajst-32002	105	27	smart	smart	ADJ
ajst-32002	105	28	home	home	NOUN
ajst-32002	105	29	automation	automation	NOUN
ajst-32002	105	30	.	.	PUNCT
ajst-32002	106	1	references	reference	NOUN
ajst-32002	106	2	[	[	X
ajst-32002	106	3	1	1	NUM
ajst-32002	106	4	]	]	PUNCT
ajst-32002	106	5	r.	r.	PROPN
ajst-32002	106	6	z.	z.	PROPN
ajst-32002	106	7	homod	homod	PROPN
ajst-32002	106	8	,	,	PUNCT
ajst-32002	106	9	“	"	PUNCT
ajst-32002	106	10	smart	smart	ADJ
ajst-32002	106	11	home	home	NOUN
ajst-32002	106	12	automation	automation	NOUN
ajst-32002	106	13	:	:	PUNCT
ajst-32002	106	14	review	review	NOUN
ajst-32002	106	15	of	of	ADP
ajst-32002	106	16	literature	literature	NOUN
ajst-32002	106	17	,	,	PUNCT
ajst-32002	106	18	”	"	PUNCT
ajst-32002	106	19	int	int	NOUN
ajst-32002	106	20	.	.	PUNCT
ajst-32002	107	1	j.	j.	PROPN
ajst-32002	107	2	eng	eng	PROPN
ajst-32002	107	3	.	.	PROPN
ajst-32002	108	1	technol	technol	PROPN
ajst-32002	108	2	.	.	PROPN
ajst-32002	108	3	,	,	PUNCT
ajst-32002	108	4	vol	vol	NOUN
ajst-32002	108	5	.	.	PROPN
ajst-32002	109	1	7	7	NUM
ajst-32002	109	2	,	,	PUNCT
ajst-32002	109	3	no	no	INTJ
ajst-32002	109	4	.	.	NOUN
ajst-32002	109	5	2	2	NUM
ajst-32002	109	6	,	,	PUNCT
ajst-32002	109	7	pp	pp	ADJ
ajst-32002	109	8	.	.	PUNCT
ajst-32002	110	1	67	67	NUM
ajst-32002	110	2	–	–	PUNCT
ajst-32002	110	3	72	72	NUM
ajst-32002	110	4	,	,	PUNCT
ajst-32002	110	5	2018	2018	NUM
ajst-32002	110	6	.	.	PUNCT
ajst-32002	111	1	[	[	X
ajst-32002	111	2	2	2	X
ajst-32002	111	3	]	]	PUNCT
ajst-32002	111	4	l.	l.	PROPN
ajst-32002	111	5	chen	chen	PROPN
ajst-32002	111	6	,	,	PUNCT
ajst-32002	111	7	c.	c.	PROPN
ajst-32002	111	8	nugent	nugent	PROPN
ajst-32002	111	9	,	,	PUNCT
ajst-32002	111	10	and	and	CCONJ
ajst-32002	111	11	h.	h.	PROPN
ajst-32002	111	12	wang	wang	PROPN
ajst-32002	111	13	,	,	PUNCT
ajst-32002	111	14	“	"	PUNCT
ajst-32002	111	15	a	a	DET
ajst-32002	111	16	knowledge	knowledge	NOUN
ajst-32002	111	17	-	-	PUNCT
ajst-32002	111	18	driven	drive	VERB
ajst-32002	111	19	approach	approach	NOUN
ajst-32002	111	20	to	to	ADP
ajst-32002	111	21	activity	activity	NOUN
ajst-32002	111	22	recognition	recognition	NOUN
ajst-32002	111	23	in	in	ADP
ajst-32002	111	24	smart	smart	ADJ
ajst-32002	111	25	homes	home	NOUN
ajst-32002	111	26	,	,	PUNCT
ajst-32002	111	27	”	"	PUNCT
ajst-32002	111	28	ieee	ieee	NOUN
ajst-32002	111	29	trans	trans	PROPN
ajst-32002	111	30	.	.	PROPN
ajst-32002	111	31	knowl	knowl	PROPN
ajst-32002	111	32	.	.	PUNCT
ajst-32002	112	1	data	data	PROPN
ajst-32002	112	2	eng	eng	PROPN
ajst-32002	112	3	.	.	PROPN
ajst-32002	112	4	,	,	PUNCT
ajst-32002	112	5	vol	vol	NOUN
ajst-32002	112	6	.	.	PROPN
ajst-32002	112	7	24	24	NUM
ajst-32002	112	8	,	,	PUNCT
ajst-32002	112	9	no	no	INTJ
ajst-32002	112	10	.	.	NOUN
ajst-32002	112	11	6	6	NUM
ajst-32002	112	12	,	,	PUNCT
ajst-32002	112	13	pp	pp	ADJ
ajst-32002	112	14	.	.	PUNCT
ajst-32002	113	1	961–974	961–974	NUM
ajst-32002	113	2	,	,	PUNCT
ajst-32002	113	3	jun	jun	PROPN
ajst-32002	113	4	.	.	PROPN
ajst-32002	113	5	2012	2012	NUM
ajst-32002	113	6	.	.	PUNCT
ajst-32002	114	1	[	[	X
ajst-32002	114	2	3	3	X
ajst-32002	114	3	]	]	X
ajst-32002	114	4	y.	y.	PROPN
ajst-32002	114	5	wang	wang	PROPN
ajst-32002	114	6	,	,	PUNCT
ajst-32002	114	7	s.	s.	PROPN
ajst-32002	114	8	zhou	zhou	PROPN
ajst-32002	114	9	,	,	PUNCT
ajst-32002	114	10	and	and	CCONJ
ajst-32002	114	11	z.	z.	PROPN
ajst-32002	114	12	sun	sun	PROPN
ajst-32002	114	13	,	,	PUNCT
ajst-32002	114	14	“	"	PUNCT
ajst-32002	114	15	adaptive	adaptive	ADJ
ajst-32002	114	16	environmental	environmental	ADJ
ajst-32002	114	17	control	control	NOUN
ajst-32002	114	18	in	in	ADP
ajst-32002	114	19	smart	smart	ADJ
ajst-32002	114	20	homes	home	NOUN
ajst-32002	114	21	:	:	PUNCT
ajst-32002	114	22	a	a	DET
ajst-32002	114	23	survey	survey	NOUN
ajst-32002	114	24	,	,	PUNCT
ajst-32002	114	25	”	"	PUNCT
ajst-32002	114	26	ieee	ieee	NOUN
ajst-32002	114	27	access	access	NOUN
ajst-32002	114	28	,	,	PUNCT
ajst-32002	114	29	vol	vol	NOUN
ajst-32002	114	30	.	.	NOUN
ajst-32002	114	31	9	9	NUM
ajst-32002	114	32	,	,	PUNCT
ajst-32002	114	33	pp	pp	ADJ
ajst-32002	114	34	.	.	PUNCT
ajst-32002	114	35	95021–95037	95021–95037	NUM
ajst-32002	114	36	,	,	PUNCT
ajst-32002	114	37	2021	2021	NUM
ajst-32002	114	38	.	.	PUNCT
ajst-32002	115	1	[	[	X
ajst-32002	115	2	4	4	X
ajst-32002	115	3	]	]	PUNCT
ajst-32002	115	4	x.	x.	NOUN
ajst-32002	115	5	wu	wu	PROPN
ajst-32002	115	6	,	,	PUNCT
ajst-32002	115	7	c.	c.	PROPN
ajst-32002	115	8	lin	lin	PROPN
ajst-32002	115	9	,	,	PUNCT
ajst-32002	115	10	and	and	CCONJ
ajst-32002	115	11	m.	m.	NOUN
ajst-32002	115	12	dong	dong	PROPN
ajst-32002	115	13	,	,	PUNCT
ajst-32002	115	14	“	"	PUNCT
ajst-32002	115	15	real	real	ADJ
ajst-32002	115	16	-	-	PUNCT
ajst-32002	115	17	time	time	NOUN
ajst-32002	115	18	human	human	ADJ
ajst-32002	115	19	detection	detection	NOUN
ajst-32002	115	20	and	and	CCONJ
ajst-32002	115	21	tracking	track	VERB
ajst-32002	115	22	for	for	ADP
ajst-32002	115	23	smart	smart	ADJ
ajst-32002	115	24	surveillance	surveillance	NOUN
ajst-32002	115	25	using	use	VERB
ajst-32002	115	26	deep	deep	ADJ
ajst-32002	115	27	learning	learning	NOUN
ajst-32002	115	28	,	,	PUNCT
ajst-32002	115	29	”	"	PUNCT
ajst-32002	115	30	ieee	ieee	NOUN
ajst-32002	115	31	access	access	NOUN
ajst-32002	115	32	,	,	PUNCT
ajst-32002	115	33	vol	vol	NOUN
ajst-32002	115	34	.	.	PROPN
ajst-32002	115	35	6	6	NUM
ajst-32002	115	36	,	,	PUNCT
ajst-32002	115	37	pp	pp	ADJ
ajst-32002	115	38	.	.	PUNCT
ajst-32002	115	39	52462–52472	52462–52472	NUM
ajst-32002	115	40	,	,	PUNCT
ajst-32002	115	41	2018	2018	NUM
ajst-32002	115	42	.	.	PUNCT
ajst-32002	116	1	[	[	X
ajst-32002	116	2	5	5	X
ajst-32002	116	3	]	]	PUNCT
ajst-32002	116	4	s.	s.	PROPN
ajst-32002	116	5	q.	q.	PROPN
ajst-32002	116	6	liu	liu	PROPN
ajst-32002	116	7	et	et	PROPN
ajst-32002	116	8	al	al	PROPN
ajst-32002	116	9	.	.	PROPN
ajst-32002	116	10	,	,	PUNCT
ajst-32002	116	11	“	"	PUNCT
ajst-32002	116	12	vision	vision	NOUN
ajst-32002	116	13	-	-	PUNCT
ajst-32002	116	14	based	base	VERB
ajst-32002	116	15	human	human	ADJ
ajst-32002	116	16	activity	activity	NOUN
ajst-32002	116	17	recognition	recognition	NOUN
ajst-32002	116	18	for	for	ADP
ajst-32002	116	19	smart	smart	ADJ
ajst-32002	116	20	homes	home	NOUN
ajst-32002	116	21	,	,	PUNCT
ajst-32002	116	22	”	"	PUNCT
ajst-32002	116	23	ieee	ieee	NOUN
ajst-32002	116	24	sensors	sensor	NOUN
ajst-32002	116	25	j.	j.	PROPN
ajst-32002	116	26	,	,	PUNCT
ajst-32002	116	27	vol	vol	NOUN
ajst-32002	116	28	.	.	PROPN
ajst-32002	116	29	21	21	NUM
ajst-32002	116	30	,	,	PUNCT
ajst-32002	116	31	no.3	no.3	VERB
ajst-32002	116	32	,	,	PUNCT
ajst-32002	116	33	pp	pp	PROPN
ajst-32002	116	34	.	.	PUNCT
ajst-32002	116	35	3128–3138	3128–3138	NUM
ajst-32002	116	36	,	,	PUNCT
ajst-32002	116	37	feb	feb	PROPN
ajst-32002	116	38	.	.	PROPN
ajst-32002	116	39	2021	2021	NUM
ajst-32002	116	40	.	.	PUNCT
ajst-32002	117	1	[	[	X
ajst-32002	117	2	6	6	NUM
ajst-32002	117	3	]	]	PUNCT
ajst-32002	117	4	h.	h.	PROPN
ajst-32002	117	5	chen	chen	PROPN
ajst-32002	117	6	,	,	PUNCT
ajst-32002	117	7	j.	j.	PROPN
ajst-32002	117	8	wu	wu	PROPN
ajst-32002	117	9	,	,	PUNCT
ajst-32002	117	10	and	and	CCONJ
ajst-32002	117	11	l.	l.	PROPN
ajst-32002	117	12	yang	yang	PROPN
ajst-32002	117	13	,	,	PUNCT
ajst-32002	117	14	“	"	PUNCT
ajst-32002	117	15	lightweight	lightweight	ADJ
ajst-32002	117	16	and	and	CCONJ
ajst-32002	117	17	accurate	accurate	ADJ
ajst-32002	117	18	image	image	NOUN
ajst-32002	117	19	recognition	recognition	NOUN
ajst-32002	117	20	for	for	ADP
ajst-32002	117	21	edge	edge	NOUN
ajst-32002	117	22	devices	device	NOUN
ajst-32002	117	23	:	:	PUNCT
ajst-32002	117	24	a	a	DET
ajst-32002	117	25	review	review	NOUN
ajst-32002	117	26	,	,	PUNCT
ajst-32002	117	27	”	"	PUNCT
ajst-32002	117	28	ieee	ieee	NOUN
ajst-32002	117	29	trans	tran	NOUN
ajst-32002	117	30	.	.	PUNCT
ajst-32002	118	1	ind	ind	PROPN
ajst-32002	118	2	.	.	PUNCT
ajst-32002	119	1	inform	inform	NOUN
ajst-32002	119	2	.	.	PUNCT
ajst-32002	119	3	,	,	PUNCT
ajst-32002	119	4	vol	vol	NOUN
ajst-32002	119	5	.	.	PROPN
ajst-32002	120	1	17	17	NUM
ajst-32002	120	2	,	,	PUNCT
ajst-32002	120	3	no	no	INTJ
ajst-32002	120	4	.	.	NOUN
ajst-32002	120	5	12	12	NUM
ajst-32002	120	6	,	,	PUNCT
ajst-32002	120	7	pp	pp	ADJ
ajst-32002	120	8	.	.	PUNCT
ajst-32002	121	1	8382–8393	8382–8393	NUM
ajst-32002	121	2	,	,	PUNCT
ajst-32002	121	3	dec	dec	PROPN
ajst-32002	121	4	.	.	PROPN
ajst-32002	121	5	2021	2021	NUM
ajst-32002	121	6	.	.	PUNCT
ajst-32002	122	1	[	[	X
ajst-32002	122	2	7	7	X
ajst-32002	122	3	]	]	PUNCT
ajst-32002	122	4	s.	s.	PROPN
ajst-32002	122	5	s.	s.	PROPN
ajst-32002	122	6	rautaray	rautaray	PROPN
ajst-32002	122	7	and	and	CCONJ
ajst-32002	122	8	a.	a.	NOUN
ajst-32002	122	9	agrawal	agrawal	PROPN
ajst-32002	122	10	,	,	PUNCT
ajst-32002	122	11	“	"	PUNCT
ajst-32002	122	12	vision	vision	NOUN
ajst-32002	122	13	based	base	VERB
ajst-32002	122	14	hand	hand	NOUN
ajst-32002	122	15	gesture	gesture	NOUN
ajst-32002	122	16	recognition	recognition	NOUN
ajst-32002	122	17	for	for	ADP
ajst-32002	122	18	human	human	ADJ
ajst-32002	122	19	computer	computer	NOUN
ajst-32002	122	20	interaction	interaction	NOUN
ajst-32002	122	21	:	:	PUNCT
ajst-32002	122	22	a	a	DET
ajst-32002	122	23	survey	survey	NOUN
ajst-32002	122	24	,	,	PUNCT
ajst-32002	122	25	”	"	PUNCT
ajst-32002	122	26	artif	artif	NOUN
ajst-32002	122	27	.	.	PUNCT
ajst-32002	123	1	intell	intell	PROPN
ajst-32002	123	2	.	.	PUNCT
ajst-32002	124	1	rev	rev	PROPN
ajst-32002	124	2	.	.	PROPN
ajst-32002	124	3	,	,	PUNCT
ajst-32002	124	4	vol	vol	NOUN
ajst-32002	124	5	.	.	PROPN
ajst-32002	124	6	43	43	NUM
ajst-32002	124	7	,	,	PUNCT
ajst-32002	124	8	pp	pp	ADJ
ajst-32002	124	9	.	.	PUNCT
ajst-32002	125	1	1–54	1–54	NUM
ajst-32002	125	2	,	,	PUNCT
ajst-32002	125	3	2015	2015	NUM
ajst-32002	125	4	.	.	PUNCT
ajst-32002	126	1	[	[	X
ajst-32002	126	2	8	8	NUM
ajst-32002	126	3	]	]	X
ajst-32002	126	4	y.	y.	PROPN
ajst-32002	126	5	 	 	SPACE
ajst-32002	126	6	wang	wang	PROPN
ajst-32002	126	7	et	et	PROPN
ajst-32002	126	8	al	al	PROPN
ajst-32002	126	9	.	.	PROPN
ajst-32002	126	10	,	,	PUNCT
ajst-32002	126	11	“	"	PUNCT
ajst-32002	126	12	multi	multi	ADJ
ajst-32002	126	13	-	-	ADJ
ajst-32002	126	14	sensor	sensor	ADJ
ajst-32002	126	15	data	datum	NOUN
ajst-32002	126	16	fusion	fusion	NOUN
ajst-32002	126	17	and	and	CCONJ
ajst-32002	126	18	cnn	cnn	PROPN
ajst-32002	126	19	-	-	PUNCT
ajst-32002	126	20	lstm	lstm	PROPN
ajst-32002	126	21	model	model	NOUN
ajst-32002	126	22	for	for	ADP
ajst-32002	126	23	human	human	ADJ
ajst-32002	126	24	activity	activity	NOUN
ajst-32002	126	25	recognition	recognition	NOUN
ajst-32002	126	26	,	,	PUNCT
ajst-32002	126	27	”	"	PUNCT
ajst-32002	126	28	sensors	sensor	NOUN
ajst-32002	126	29	,	,	PUNCT
ajst-32002	126	30	vol	vol	NOUN
ajst-32002	126	31	.	.	PUNCT
ajst-32002	126	32	 	 	SPACE
ajst-32002	126	33	23	23	NUM
ajst-32002	126	34	,	,	PUNCT
ajst-32002	126	35	no	no	INTJ
ajst-32002	126	36	.	.	PUNCT
ajst-32002	126	37	 	 	SPACE
ajst-32002	126	38	10	10	NUM
ajst-32002	126	39	,	,	PUNCT
ajst-32002	126	40	2023	2023	NUM
ajst-32002	126	41	.	.	PUNCT
ajst-32002	127	1	108	108	NUM
ajst-32002	128	1	[	[	X
ajst-32002	128	2	9	9	NUM
ajst-32002	128	3	]	]	PUNCT
ajst-32002	128	4	“	"	PUNCT
ajst-32002	128	5	a	a	DET
ajst-32002	128	6	privacy	privacy	NOUN
ajst-32002	128	7	-	-	PUNCT
ajst-32002	128	8	preserving	preserve	VERB
ajst-32002	128	9	deep	deep	ADJ
ajst-32002	128	10	learning	learning	NOUN
ajst-32002	128	11	scheme	scheme	NOUN
ajst-32002	128	12	for	for	ADP
ajst-32002	128	13	edge	edge	NOUN
ajst-32002	128	14	-	-	PUNCT
ajst-32002	128	15	enhanced	enhance	VERB
ajst-32002	128	16	smart	smart	ADJ
ajst-32002	128	17	homes	home	NOUN
ajst-32002	128	18	,	,	PUNCT
ajst-32002	128	19	”	"	PUNCT
ajst-32002	128	20	researchgate	researchgate	NOUN
ajst-32002	128	21	,	,	PUNCT
ajst-32002	128	22	2022/2023	2022/2023	NUM
ajst-32002	128	23	.	.	PUNCT
ajst-32002	129	1	[	[	X
ajst-32002	129	2	10	10	NUM
ajst-32002	129	3	]	]	X
ajst-32002	129	4	n.	n.	NOUN
ajst-32002	129	5	 	 	SPACE
ajst-32002	129	6	waheed	waheed	PROPN
ajst-32002	129	7	et	et	PROPN
ajst-32002	129	8	al	al	PROPN
ajst-32002	129	9	.	.	PROPN
ajst-32002	129	10	,	,	PUNCT
ajst-32002	129	11	“	"	PUNCT
ajst-32002	129	12	privacy	privacy	NOUN
ajst-32002	129	13	-	-	PUNCT
ajst-32002	129	14	enhanced	enhance	VERB
ajst-32002	129	15	living	living	NOUN
ajst-32002	129	16	:	:	PUNCT
ajst-32002	129	17	a	a	DET
ajst-32002	129	18	local	local	ADJ
ajst-32002	129	19	differential	differential	NOUN
ajst-32002	129	20	privacy	privacy	NOUN
ajst-32002	129	21	approach	approach	NOUN
ajst-32002	129	22	to	to	PART
ajst-32002	129	23	secure	secure	VERB
ajst-32002	129	24	smart	smart	ADJ
ajst-32002	129	25	home	home	NOUN
ajst-32002	129	26	data	datum	NOUN
ajst-32002	129	27	,	,	PUNCT
ajst-32002	129	28	”	"	PUNCT
ajst-32002	129	29	arxiv	arxiv	PROPN
ajst-32002	129	30	,	,	PUNCT
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ajst-32002	130	20	image	image	NOUN
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ajst-32002	131	44	.	.	PUNCT
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ajst-32002	140	44	.	.	PUNCT
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ajst-32002	140	46	-	-	SYM
ajst-32002	140	47	1957	1957	NUM
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ajst-32002	141	48	.	.	PUNCT
ajst-32002	141	49	21342146	21342146	NUM
ajst-32002	141	50	,	,	PUNCT
ajst-32002	141	51	2020	2020	NUM
ajst-32002	141	52	.	.	PUNCT
ajst-32002	142	1	[	[	X
ajst-32002	142	2	20	20	NUM
ajst-32002	142	3	]	]	PUNCT
ajst-32002	142	4	s.	s.	PROPN
ajst-32002	142	5	p.	p.	PROPN
ajst-32002	142	6	h.	h.	PROPN
ajst-32002	142	7	ma	ma	PROPN
ajst-32002	142	8	,	,	PUNCT
ajst-32002	142	9	r.	r.	PROPN
ajst-32002	142	10	m.	m.	PROPN
ajst-32002	142	11	wong	wong	PROPN
ajst-32002	142	12	,	,	PUNCT
ajst-32002	142	13	and	and	CCONJ
ajst-32002	142	14	z.	z.	PROPN
ajst-32002	142	15	liu	liu	PROPN
ajst-32002	142	16	,	,	PUNCT
ajst-32002	142	17	"	"	PUNCT
ajst-32002	142	18	explaining	explain	VERB
ajst-32002	142	19	deep	deep	ADJ
ajst-32002	142	20	learning	learning	NOUN
ajst-32002	142	21	decisions	decision	NOUN
ajst-32002	142	22	in	in	ADP
ajst-32002	142	23	smart	smart	ADJ
ajst-32002	142	24	home	home	NOUN
ajst-32002	142	25	systems	system	NOUN
ajst-32002	142	26	using	use	VERB
ajst-32002	142	27	attention	attention	NOUN
ajst-32002	142	28	mechanisms	mechanism	NOUN
ajst-32002	142	29	,	,	PUNCT
ajst-32002	142	30	"	"	PUNCT
ajst-32002	142	31	ieee	ieee	NOUN
ajst-32002	142	32	transactions	transaction	NOUN
ajst-32002	142	33	on	on	ADP
ajst-32002	142	34	artificial	artificial	ADJ
ajst-32002	142	35	intelligence	intelligence	NOUN
ajst-32002	142	36	,	,	PUNCT
ajst-32002	142	37	vol	vol	NOUN
ajst-32002	142	38	.	.	PROPN
ajst-32002	142	39	2	2	NUM
ajst-32002	142	40	,	,	PUNCT
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ajst-32002	142	42	.	.	NOUN
ajst-32002	142	43	3	3	NUM
ajst-32002	142	44	,	,	PUNCT
ajst-32002	142	45	pp	pp	ADJ
ajst-32002	142	46	.	.	PUNCT
ajst-32002	142	47	320	320	NUM
ajst-32002	142	48	-	-	SYM
ajst-32002	142	49	329	329	NUM
ajst-32002	142	50	,	,	PUNCT
ajst-32002	142	51	2021	2021	NUM
ajst-32002	142	52	.	.	PUNCT
ajst-32002	143	1	[	[	X
ajst-32002	143	2	21	21	NUM
ajst-32002	143	3	]	]	PUNCT
ajst-32002	143	4	jinjing	jinje	VERB
ajst-32002	143	5	zhu	zhu	PROPN
ajst-32002	143	6	,	,	PUNCT
ajst-32002	143	7	ling	ling	PROPN
ajst-32002	143	8	li	li	PROPN
ajst-32002	143	9	“	"	PUNCT
ajst-32002	143	10	advancements	advancement	NOUN
ajst-32002	143	11	in	in	ADP
ajst-32002	143	12	image	image	NOUN
ajst-32002	143	13	classification	classification	NOUN
ajst-32002	143	14	for	for	ADP
ajst-32002	143	15	environmental	environmental	ADJ
ajst-32002	143	16	monitoring	monitoring	NOUN
ajst-32002	143	17	using	use	VERB
ajst-32002	143	18	ai”frontiers	ai”frontier	NOUN
ajst-32002	143	19	in	in	ADP
ajst-32002	143	20	environmental	environmental	ADJ
ajst-32002	143	21	science	science	NOUN
ajst-32002	143	22	,	,	PUNCT
ajst-32002	143	23	vol.13	vol.13	PROPN
ajst-32002	143	24	,	,	PUNCT
ajst-32002	143	25	sec	sec	PROPN
ajst-32002	143	26	.	.	PROPN
ajst-32002	143	27	environmental	environmental	ADJ
ajst-32002	143	28	informatics	informatic	NOUN
ajst-32002	143	29	and	and	CCONJ
ajst-32002	143	30	remote	remote	ADJ
ajst-32002	143	31	sensing	sense	VERB
ajst-32002	143	32	2025	2025	NUM
ajst-32002	143	33	[	[	X
ajst-32002	143	34	22	22	NUM
ajst-32002	143	35	]	]	X
ajst-32002	143	36	bruno	bruno	PROPN
ajst-32002	143	37	arcanjo	arcanjo	PROPN
ajst-32002	143	38	,	,	PUNCT
ajst-32002	143	39	bruno	bruno	PROPN
ajst-32002	143	40	ferrarini	ferrarini	PROPN
ajst-32002	143	41	,	,	PUNCT
ajst-32002	143	42	michael	michael	PROPN
ajst-32002	143	43	milford	milford	PROPN
ajst-32002	143	44	,	,	PUNCT
ajst-32002	143	45	klaus	klaus	PROPN
ajst-32002	143	46	d.	d.	PROPN
ajst-32002	143	47	mcdonald	mcdonald	PROPN
ajst-32002	143	48	-	-	PUNCT
ajst-32002	143	49	maier	maier	PROPN
ajst-32002	143	50	,	,	PUNCT
ajst-32002	143	51	shoaib	shoaib	PROPN
ajst-32002	143	52	ehsan	ehsan	PROPN
ajst-32002	143	53	“	"	PUNCT
ajst-32002	143	54	a	a	DET
ajst-32002	143	55	-	-	PUNCT
ajst-32002	143	56	music	music	NOUN
ajst-32002	143	57	:	:	PUNCT
ajst-32002	143	58	an	an	DET
ajst-32002	143	59	adaptive	adaptive	ADJ
ajst-32002	143	60	ensemble	ensemble	ADJ
ajst-32002	143	61	system	system	NOUN
ajst-32002	143	62	for	for	ADP
ajst-32002	143	63	visual	visual	ADJ
ajst-32002	143	64	place	place	NOUN
ajst-32002	143	65	recognition	recognition	NOUN
ajst-32002	143	66	in	in	ADP
ajst-32002	143	67	changing	change	VERB
ajst-32002	143	68	environments	environment	NOUN
ajst-32002	143	69	”	"	PUNCT
ajst-32002	143	70	arxiv	arxiv	PROPN
ajst-32002	143	71	preprint	preprint	NOUN
ajst-32002	143	72	(	(	PUNCT
ajst-32002	143	73	arxiv:2303.14247	arxiv:2303.14247	PROPN
ajst-32002	143	74	)	)	PUNCT
ajst-32002	143	75	2023	2023	NUM
ajst-32002	144	1	[	[	X
ajst-32002	144	2	23	23	NUM
ajst-32002	144	3	]	]	X
ajst-32002	144	4	c.	c.	PROPN
ajst-32002	144	5	p.	p.	PROPN
ajst-32002	144	6	s.	s.	PROPN
ajst-32002	145	1	ha	ha	INTJ
ajst-32002	145	2	,	,	PUNCT
ajst-32002	145	3	"	"	PUNCT
ajst-32002	145	4	adaptive	adaptive	ADJ
ajst-32002	145	5	environmental	environmental	ADJ
ajst-32002	145	6	systems	system	NOUN
ajst-32002	145	7	using	use	VERB
ajst-32002	145	8	sensor	sensor	NOUN
ajst-32002	145	9	data	datum	NOUN
ajst-32002	145	10	fusion	fusion	NOUN
ajst-32002	145	11	,	,	PUNCT
ajst-32002	145	12	"	"	PUNCT
ajst-32002	145	13	ieee	ieee	NOUN
ajst-32002	145	14	transactions	transaction	NOUN
ajst-32002	145	15	on	on	ADP
ajst-32002	145	16	automation	automation	NOUN
ajst-32002	145	17	science	science	NOUN
ajst-32002	145	18	and	and	CCONJ
ajst-32002	145	19	engineering	engineering	NOUN
ajst-32002	145	20	,	,	PUNCT
ajst-32002	145	21	vol	vol	NOUN
ajst-32002	145	22	.	.	PROPN
ajst-32002	146	1	16	16	NUM
ajst-32002	146	2	,	,	PUNCT
ajst-32002	146	3	no	no	INTJ
ajst-32002	146	4	.	.	NOUN
ajst-32002	146	5	3	3	NUM
ajst-32002	146	6	,	,	PUNCT
ajst-32002	146	7	pp	pp	ADJ
ajst-32002	146	8	.	.	PUNCT
ajst-32002	147	1	754	754	NUM
ajst-32002	147	2	-	-	SYM
ajst-32002	147	3	763	763	NUM
ajst-32002	147	4	,	,	PUNCT
ajst-32002	147	5	2019	2019	NUM
ajst-32002	147	6	.	.	PUNCT
ajst-32002	148	1	[	[	X
ajst-32002	148	2	24	24	NUM
ajst-32002	148	3	]	]	X
ajst-32002	148	4	oumaima	oumaima	PROPN
ajst-32002	148	5	afif	afif	PROPN
ajst-32002	148	6	,	,	PUNCT
ajst-32002	148	7	gaetano	gaetano	PROPN
ajst-32002	148	8	ingenito	ingenito	PROPN
ajst-32002	148	9	,	,	PUNCT
ajst-32002	148	10	marco	marco	PROPN
ajst-32002	148	11	bellomo	bellomo	PROPN
ajst-32002	148	12	,	,	PUNCT
ajst-32002	148	13	aldo	aldo	PROPN
ajst-32002	148	14	romani	romani	PROPN
ajst-32002	148	15	“	"	PUNCT
ajst-32002	148	16	iot	iot	PROPN
ajst-32002	148	17	-	-	PUNCT
ajst-32002	148	18	based	base	VERB
ajst-32002	148	19	indoor	indoor	ADJ
ajst-32002	148	20	thermal	thermal	ADJ
ajst-32002	148	21	comfort	comfort	NOUN
ajst-32002	148	22	prediction	prediction	NOUN
ajst-32002	148	23	using	use	VERB
ajst-32002	148	24	multivariate	multivariate	NOUN
ajst-32002	148	25	statistical	statistical	ADJ
ajst-32002	148	26	analysis	analysis	NOUN
ajst-32002	148	27	”	"	PUNCT
ajst-32002	148	28	ieee	ieee	NOUN
ajst-32002	148	29	sensors	sensor	NOUN
ajst-32002	148	30	journal	journal	NOUN
ajst-32002	148	31	,	,	PUNCT
ajst-32002	148	32	pp	pp	PROPN
ajst-32002	148	33	(	(	PUNCT
ajst-32002	148	34	99):1–1	99):1–1	NUM
ajst-32002	148	35	2025	2025	NUM
ajst-32002	148	36	[	[	X
ajst-32002	148	37	25	25	NUM
ajst-32002	148	38	]	]	PUNCT
ajst-32002	148	39	kunrong	kunrong	PROPN
ajst-32002	148	40	zhao	zhao	PROPN
ajst-32002	148	41	,	,	PUNCT
ajst-32002	148	42	tingting	tingte	VERB
ajst-32002	148	43	he	he	PRON
ajst-32002	148	44	,	,	PUNCT
ajst-32002	148	45	shuang	shuang	PROPN
ajst-32002	148	46	wu	wu	PROPN
ajst-32002	148	47	,	,	PUNCT
ajst-32002	148	48	songling	songle	VERB
ajst-32002	148	49	wang	wang	PROPN
ajst-32002	148	50	,	,	PUNCT
ajst-32002	148	51	bilan	bilan	PROPN
ajst-32002	148	52	dai	dai	PROPN
ajst-32002	148	53	,	,	PUNCT
ajst-32002	148	54	qifan	qifan	PROPN
ajst-32002	148	55	yang	yang	PROPN
ajst-32002	148	56	,	,	PUNCT
ajst-32002	148	57	yutao	yutao	PROPN
ajst-32002	148	58	lei	lei	X
ajst-32002	148	59	“	"	PUNCT
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ajst-32002	148	61	research	research	NOUN
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ajst-32002	148	63	image	image	NOUN
ajst-32002	148	64	recognition	recognition	NOUN
ajst-32002	148	65	technology	technology	NOUN
ajst-32002	148	66	based	base	VERB
ajst-32002	148	67	on	on	ADP
ajst-32002	148	68	cnn	cnn	PROPN
ajst-32002	148	69	in	in	ADP
ajst-32002	148	70	image	image	NOUN
ajst-32002	148	71	location	location	NOUN
ajst-32002	148	72	of	of	ADP
ajst-32002	148	73	environmental	environmental	ADJ
ajst-32002	148	74	monitoring	monitoring	PROPN
ajst-32002	148	75	uav	uav	PROPN
ajst-32002	148	76	”	"	PUNCT
ajst-32002	148	77	eurasip	eurasip	PROPN
ajst-32002	148	78	journal	journal	PROPN
ajst-32002	148	79	on	on	ADP
ajst-32002	148	80	image	image	NOUN
ajst-32002	148	81	and	and	CCONJ
ajst-32002	148	82	video	video	NOUN
ajst-32002	148	83	processing	processing	NOUN
ajst-32002	148	84	,	,	PUNCT
ajst-32002	148	85	article	article	NOUN
ajst-32002	148	86	no.150	no.150	PROPN
ajst-32002	148	87	2018	2018	NUM
ajst-32002	148	88	[	[	X
ajst-32002	148	89	26	26	NUM
ajst-32002	148	90	]	]	PUNCT
ajst-32002	148	91	wenyu	wenyu	NOUN
ajst-32002	148	92	liu	liu	PROPN
ajst-32002	148	93	,	,	PUNCT
ajst-32002	148	94	gaofeng	gaofeng	PROPN
ajst-32002	148	95	ren	ren	PROPN
ajst-32002	148	96	,	,	PUNCT
ajst-32002	148	97	runsheng	runsheng	PROPN
ajst-32002	148	98	yu	yu	PROPN
ajst-32002	148	99	,	,	PUNCT
ajst-32002	148	100	shi	shi	PROPN
ajst-32002	148	101	guo	guo	PROPN
ajst-32002	148	102	,	,	PUNCT
ajst-32002	148	103	jianke	jianke	PROPN
ajst-32002	148	104	zhu	zhu	PROPN
ajst-32002	148	105	,	,	PUNCT
ajst-32002	148	106	lei	lei	PROPN
ajst-32002	148	107	zhang	zhang	PROPN
ajst-32002	148	108	“	"	PUNCT
ajst-32002	148	109	image	image	NOUN
ajst-32002	148	110	-	-	PUNCT
ajst-32002	148	111	adaptive	adaptive	NOUN
ajst-32002	148	112	yolo	yolo	NOUN
ajst-32002	148	113	for	for	ADP
ajst-32002	148	114	object	object	NOUN
ajst-32002	148	115	detection	detection	NOUN
ajst-32002	148	116	in	in	ADP
ajst-32002	148	117	adverse	adverse	ADJ
ajst-32002	148	118	weather	weather	NOUN
ajst-32002	148	119	conditions	condition	NOUN
ajst-32002	148	120	”	"	PUNCT
ajst-32002	148	121	aaai	aaai	PROPN
ajst-32002	148	122	2022	2022	NUM
ajst-32002	148	123	(	(	PUNCT
ajst-32002	148	124	arxiv:2112.08088	arxiv:2112.08088	NUM
ajst-32002	148	125	)	)	PUNCT
ajst-32002	148	126	2022	2022	NUM
ajst-32002	149	1	[	[	X
ajst-32002	149	2	27	27	NUM
ajst-32002	149	3	]	]	X
ajst-32002	149	4	dai	dai	PROPN
ajst-32002	149	5	,	,	PUNCT
ajst-32002	149	6	h.	h.	PROPN
ajst-32002	149	7	,	,	PUNCT
ajst-32002	149	8	imani	imani	PROPN
ajst-32002	149	9	,	,	PUNCT
ajst-32002	149	10	s.	s.	PROPN
ajst-32002	149	11	,	,	PUNCT
ajst-32002	149	12	&	&	CCONJ
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ajst-32002	149	15	j.	j.	PROPN
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ajst-32002	149	21	parameters	parameter	NOUN
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ajst-32002	149	23	human	human	ADJ
ajst-32002	149	24	physiological	physiological	ADJ
ajst-32002	149	25	responses	response	NOUN
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ajst-32002	149	27	adaptive	adaptive	ADJ
ajst-32002	149	28	comfort	comfort	NOUN
ajst-32002	149	29	control	control	NOUN
ajst-32002	149	30	in	in	ADP
ajst-32002	149	31	commercial	commercial	ADJ
ajst-32002	149	32	buildings	building	NOUN
ajst-32002	149	33	.	.	PUNCT
ajst-32002	150	1	energies,2025	energies,2025	NOUN
ajst-32002	150	2	,	,	PUNCT
ajst-32002	150	3	18.9	18.9	NUM
ajst-32002	150	4	:	:	PUNCT
ajst-32002	150	5	2280	2280	NUM
ajst-32002	150	6	.	.	PUNCT