id	sid	tid	token	lemma	pos
4x51hh65q42	1	1	smart	smart	ADJ
4x51hh65q42	1	2	'	'	PUNCT
4x51hh65q42	1	3	sensors	sensor	NOUN
4x51hh65q42	1	4	with	with	ADP
4x51hh65q42	1	5	embedded	embed	VERB
4x51hh65q42	1	6	microprocessors	microprocessor	NOUN
4x51hh65q42	1	7	and	and	CCONJ
4x51hh65q42	1	8	wireless	wireless	ADJ
4x51hh65q42	1	9	communication	communication	NOUN
4x51hh65q42	1	10	links	link	NOUN
4x51hh65q42	1	11	have	have	VERB
4x51hh65q42	1	12	the	the	DET
4x51hh65q42	1	13	potential	potential	NOUN
4x51hh65q42	1	14	to	to	PART
4x51hh65q42	1	15	change	change	VERB
4x51hh65q42	1	16	fundamentally	fundamentally	ADV
4x51hh65q42	1	17	the	the	DET
4x51hh65q42	1	18	way	way	NOUN
4x51hh65q42	1	19	civil	civil	ADJ
4x51hh65q42	1	20	infrastructure	infrastructure	NOUN
4x51hh65q42	1	21	systems	system	NOUN
4x51hh65q42	1	22	are	be	AUX
4x51hh65q42	1	23	monitored	monitor	VERB
4x51hh65q42	1	24	,	,	PUNCT
4x51hh65q42	1	25	controlled	control	VERB
4x51hh65q42	1	26	,	,	PUNCT
4x51hh65q42	1	27	and	and	CCONJ
4x51hh65q42	1	28	maintained	maintain	VERB
4x51hh65q42	1	29	.	.	PUNCT
4x51hh65q42	2	1	a	a	DET
4x51hh65q42	2	2	2002	2002	NUM
4x51hh65q42	2	3	national	national	PROPN
4x51hh65q42	2	4	research	research	PROPN
4x51hh65q42	2	5	council	council	PROPN
4x51hh65q42	2	6	report	report	NOUN
4x51hh65q42	2	7	noted	note	VERB
4x51hh65q42	2	8	that	that	SCONJ
4x51hh65q42	2	9	the	the	DET
4x51hh65q42	2	10	use	use	NOUN
4x51hh65q42	2	11	of	of	ADP
4x51hh65q42	2	12	networked	networked	ADJ
4x51hh65q42	2	13	systems	system	NOUN
4x51hh65q42	2	14	of	of	ADP
4x51hh65q42	2	15	embedded	embed	VERB
4x51hh65q42	2	16	computers	computer	NOUN
4x51hh65q42	2	17	and	and	CCONJ
4x51hh65q42	2	18	sensors	sensor	NOUN
4x51hh65q42	2	19	throughout	throughout	ADP
4x51hh65q42	2	20	society	society	NOUN
4x51hh65q42	2	21	could	could	AUX
4x51hh65q42	2	22	well	well	ADV
4x51hh65q42	2	23	dwarf	dwarf	VERB
4x51hh65q42	2	24	all	all	DET
4x51hh65q42	2	25	previous	previous	ADJ
4x51hh65q42	2	26	milestones	milestone	NOUN
4x51hh65q42	2	27	in	in	ADP
4x51hh65q42	2	28	the	the	DET
4x51hh65q42	2	29	information	information	NOUN
4x51hh65q42	2	30	revolution	revolution	NOUN
4x51hh65q42	2	31	.	.	PUNCT
4x51hh65q42	3	1	structural	structural	ADJ
4x51hh65q42	3	2	health	health	NOUN
4x51hh65q42	3	3	monitoring	monitoring	NOUN
4x51hh65q42	3	4	and	and	CCONJ
4x51hh65q42	3	5	control	control	NOUN
4x51hh65q42	3	6	systems	system	NOUN
4x51hh65q42	3	7	(	(	PUNCT
4x51hh65q42	3	8	shm	shm	PROPN
4x51hh65q42	3	9	/	/	SYM
4x51hh65q42	3	10	c	c	NOUN
4x51hh65q42	3	11	)	)	PUNCT
4x51hh65q42	3	12	represent	represent	VERB
4x51hh65q42	3	13	one	one	NUM
4x51hh65q42	3	14	of	of	ADP
4x51hh65q42	3	15	the	the	DET
4x51hh65q42	3	16	primary	primary	ADJ
4x51hh65q42	3	17	applications	application	NOUN
4x51hh65q42	3	18	for	for	ADP
4x51hh65q42	3	19	new	new	ADJ
4x51hh65q42	3	20	sensor	sensor	NOUN
4x51hh65q42	3	21	technologies	technology	NOUN
4x51hh65q42	3	22	.	.	PUNCT
4x51hh65q42	4	1	this	this	DET
4x51hh65q42	4	2	dissertation	dissertation	NOUN
4x51hh65q42	4	3	explores	explore	VERB
4x51hh65q42	4	4	the	the	DET
4x51hh65q42	4	5	use	use	NOUN
4x51hh65q42	4	6	of	of	ADP
4x51hh65q42	4	7	the	the	DET
4x51hh65q42	4	8	smart	smart	ADJ
4x51hh65q42	4	9	sensor	sensor	NOUN
4x51hh65q42	4	10	technology	technology	NOUN
4x51hh65q42	4	11	for	for	ADP
4x51hh65q42	4	12	the	the	DET
4x51hh65q42	4	13	shm	shm	PROPN
4x51hh65q42	4	14	/	/	SYM
4x51hh65q42	4	15	c	c	NOUN
4x51hh65q42	4	16	of	of	ADP
4x51hh65q42	4	17	civil	civil	ADJ
4x51hh65q42	4	18	infrastructure	infrastructure	NOUN
4x51hh65q42	4	19	.	.	PUNCT
4x51hh65q42	5	1	following	follow	VERB
4x51hh65q42	5	2	a	a	DET
4x51hh65q42	5	3	brief	brief	ADJ
4x51hh65q42	5	4	introduction	introduction	NOUN
4x51hh65q42	5	5	to	to	ADP
4x51hh65q42	5	6	smart	smart	ADJ
4x51hh65q42	5	7	sensor	sensor	NOUN
4x51hh65q42	5	8	technology	technology	NOUN
4x51hh65q42	5	9	,	,	PUNCT
4x51hh65q42	5	10	a	a	DET
4x51hh65q42	5	11	literature	literature	NOUN
4x51hh65q42	5	12	review	review	NOUN
4x51hh65q42	5	13	of	of	ADP
4x51hh65q42	5	14	the	the	DET
4x51hh65q42	5	15	devices	device	NOUN
4x51hh65q42	5	16	developed	develop	VERB
4x51hh65q42	5	17	to	to	ADP
4x51hh65q42	5	18	date	date	NOUN
4x51hh65q42	5	19	is	be	AUX
4x51hh65q42	5	20	presented	present	VERB
4x51hh65q42	5	21	.	.	PUNCT
4x51hh65q42	6	1	the	the	DET
4x51hh65q42	6	2	research	research	NOUN
4x51hh65q42	6	3	herein	herein	ADV
4x51hh65q42	6	4	concentrates	concentrate	VERB
4x51hh65q42	6	5	on	on	ADP
4x51hh65q42	6	6	the	the	DET
4x51hh65q42	6	7	mote	mote	ADJ
4x51hh65q42	6	8	platform	platform	NOUN
4x51hh65q42	6	9	developed	develop	VERB
4x51hh65q42	6	10	at	at	ADP
4x51hh65q42	6	11	the	the	DET
4x51hh65q42	6	12	university	university	PROPN
4x51hh65q42	6	13	of	of	ADP
4x51hh65q42	6	14	california	california	PROPN
4x51hh65q42	6	15	at	at	ADP
4x51hh65q42	6	16	berkeley	berkeley	PROPN
4x51hh65q42	6	17	.	.	PUNCT
4x51hh65q42	7	1	this	this	DET
4x51hh65q42	7	2	platform	platform	NOUN
4x51hh65q42	7	3	offers	offer	VERB
4x51hh65q42	7	4	for	for	ADP
4x51hh65q42	7	5	the	the	DET
4x51hh65q42	7	6	first	first	ADJ
4x51hh65q42	7	7	time	time	NOUN
4x51hh65q42	7	8	an	an	DET
4x51hh65q42	7	9	open	open	ADJ
4x51hh65q42	7	10	software	software	NOUN
4x51hh65q42	7	11	/	/	SYM
4x51hh65q42	7	12	hardware	hardware	NOUN
4x51hh65q42	7	13	environment	environment	NOUN
4x51hh65q42	7	14	for	for	ADP
4x51hh65q42	7	15	a	a	DET
4x51hh65q42	7	16	broad	broad	ADJ
4x51hh65q42	7	17	range	range	NOUN
4x51hh65q42	7	18	of	of	ADP
4x51hh65q42	7	19	smart	smart	ADJ
4x51hh65q42	7	20	sensing	sense	VERB
4x51hh65q42	7	21	research	research	NOUN
4x51hh65q42	7	22	.	.	PUNCT
4x51hh65q42	8	1	the	the	DET
4x51hh65q42	8	2	suitability	suitability	NOUN
4x51hh65q42	8	3	of	of	ADP
4x51hh65q42	8	4	the	the	DET
4x51hh65q42	8	5	accelerometer	accelerometer	NOUN
4x51hh65q42	8	6	on	on	ADP
4x51hh65q42	8	7	the	the	DET
4x51hh65q42	8	8	existing	exist	VERB
4x51hh65q42	8	9	berkeley	berkeley	PROPN
4x51hh65q42	8	10	-	-	PUNCT
4x51hh65q42	8	11	platform	platform	NOUN
4x51hh65q42	8	12	for	for	ADP
4x51hh65q42	8	13	civil	civil	ADJ
4x51hh65q42	8	14	engineering	engineering	NOUN
4x51hh65q42	8	15	applications	application	NOUN
4x51hh65q42	8	16	is	be	AUX
4x51hh65q42	8	17	then	then	ADV
4x51hh65q42	8	18	investigated	investigate	VERB
4x51hh65q42	8	19	.	.	PUNCT
4x51hh65q42	9	1	a	a	DET
4x51hh65q42	9	2	new	new	ADJ
4x51hh65q42	9	3	sensor	sensor	NOUN
4x51hh65q42	9	4	board	board	NOUN
4x51hh65q42	9	5	(	(	PUNCT
4x51hh65q42	9	6	called	call	VERB
4x51hh65q42	9	7	tadeo	tadeo	NOUN
4x51hh65q42	9	8	)	)	PUNCT
4x51hh65q42	9	9	is	be	AUX
4x51hh65q42	9	10	developed	develop	VERB
4x51hh65q42	9	11	that	that	PRON
4x51hh65q42	9	12	has	have	VERB
4x51hh65q42	9	13	a	a	DET
4x51hh65q42	9	14	high	high	ADJ
4x51hh65q42	9	15	sensitivity	sensitivity	NOUN
4x51hh65q42	9	16	accelerometer	accelerometer	NOUN
4x51hh65q42	9	17	,	,	PUNCT
4x51hh65q42	9	18	a	a	DET
4x51hh65q42	9	19	microphone	microphone	NOUN
4x51hh65q42	9	20	,	,	PUNCT
4x51hh65q42	9	21	a	a	DET
4x51hh65q42	9	22	thermistor	thermistor	NOUN
4x51hh65q42	9	23	,	,	PUNCT
4x51hh65q42	9	24	and	and	CCONJ
4x51hh65q42	9	25	photo	photo	NOUN
4x51hh65q42	9	26	resistor	resistor	NOUN
4x51hh65q42	9	27	.	.	PUNCT
4x51hh65q42	10	1	the	the	DET
4x51hh65q42	10	2	accelerometer	accelerometer	NOUN
4x51hh65q42	10	3	employed	employ	VERB
4x51hh65q42	10	4	overcomes	overcome	VERB
4x51hh65q42	10	5	many	many	ADJ
4x51hh65q42	10	6	of	of	ADP
4x51hh65q42	10	7	the	the	DET
4x51hh65q42	10	8	deficiencies	deficiency	NOUN
4x51hh65q42	10	9	of	of	ADP
4x51hh65q42	10	10	the	the	DET
4x51hh65q42	10	11	sensor	sensor	NOUN
4x51hh65q42	10	12	on	on	ADP
4x51hh65q42	10	13	the	the	DET
4x51hh65q42	10	14	available	available	ADJ
4x51hh65q42	10	15	boards	board	NOUN
4x51hh65q42	10	16	.	.	PUNCT
4x51hh65q42	11	1	however	however	ADV
4x51hh65q42	11	2	,	,	PUNCT
4x51hh65q42	11	3	a	a	DET
4x51hh65q42	11	4	number	number	NOUN
4x51hh65q42	11	5	of	of	ADP
4x51hh65q42	11	6	the	the	DET
4x51hh65q42	11	7	challenges	challenge	NOUN
4x51hh65q42	11	8	still	still	ADV
4x51hh65q42	11	9	remaining	remain	VERB
4x51hh65q42	11	10	are	be	AUX
4x51hh65q42	11	11	identified	identify	VERB
4x51hh65q42	11	12	.	.	PUNCT
4x51hh65q42	12	1	an	an	DET
4x51hh65q42	12	2	agent	agent	NOUN
4x51hh65q42	12	3	-	-	PUNCT
4x51hh65q42	12	4	based	base	VERB
4x51hh65q42	12	5	paradigm	paradigm	NOUN
4x51hh65q42	12	6	is	be	AUX
4x51hh65q42	12	7	proposed	propose	VERB
4x51hh65q42	12	8	that	that	PRON
4x51hh65q42	12	9	supports	support	VERB
4x51hh65q42	12	10	implementation	implementation	NOUN
4x51hh65q42	12	11	of	of	ADP
4x51hh65q42	12	12	shm	shm	PROPN
4x51hh65q42	12	13	/	/	SYM
4x51hh65q42	12	14	c	c	NOUN
4x51hh65q42	12	15	algorithms	algorithm	NOUN
4x51hh65q42	12	16	on	on	ADP
4x51hh65q42	12	17	networks	network	NOUN
4x51hh65q42	12	18	of	of	ADP
4x51hh65q42	12	19	smart	smart	ADJ
4x51hh65q42	12	20	sensors	sensor	NOUN
4x51hh65q42	12	21	.	.	PUNCT
4x51hh65q42	13	1	because	because	SCONJ
4x51hh65q42	13	2	traditional	traditional	ADJ
4x51hh65q42	13	3	algorithms	algorithm	NOUN
4x51hh65q42	13	4	for	for	ADP
4x51hh65q42	13	5	shm	shm	PROPN
4x51hh65q42	13	6	/	/	SYM
4x51hh65q42	13	7	c	c	PROPN
4x51hh65q42	13	8	assume	assume	VERB
4x51hh65q42	13	9	that	that	SCONJ
4x51hh65q42	13	10	data	datum	NOUN
4x51hh65q42	13	11	is	be	AUX
4x51hh65q42	13	12	centrally	centrally	ADV
4x51hh65q42	13	13	processed	process	VERB
4x51hh65q42	13	14	,	,	PUNCT
4x51hh65q42	13	15	they	they	PRON
4x51hh65q42	13	16	can	can	AUX
4x51hh65q42	13	17	not	not	PART
4x51hh65q42	13	18	be	be	AUX
4x51hh65q42	13	19	implemented	implement	VERB
4x51hh65q42	13	20	directly	directly	ADV
4x51hh65q42	13	21	in	in	ADP
4x51hh65q42	13	22	the	the	DET
4x51hh65q42	13	23	distributed	distribute	VERB
4x51hh65q42	13	24	computing	computing	NOUN
4x51hh65q42	13	25	environment	environment	NOUN
4x51hh65q42	13	26	employed	employ	VERB
4x51hh65q42	13	27	by	by	ADP
4x51hh65q42	13	28	smart	smart	ADJ
4x51hh65q42	13	29	sensors	sensor	NOUN
4x51hh65q42	13	30	.	.	PUNCT
4x51hh65q42	14	1	to	to	PART
4x51hh65q42	14	2	demonstrate	demonstrate	VERB
4x51hh65q42	14	3	the	the	DET
4x51hh65q42	14	4	efficacy	efficacy	NOUN
4x51hh65q42	14	5	of	of	ADP
4x51hh65q42	14	6	this	this	DET
4x51hh65q42	14	7	approach	approach	NOUN
4x51hh65q42	14	8	,	,	PUNCT
4x51hh65q42	14	9	a	a	DET
4x51hh65q42	14	10	reference	reference	NOUN
4x51hh65q42	14	11	implementation	implementation	NOUN
4x51hh65q42	14	12	of	of	ADP
4x51hh65q42	14	13	the	the	DET
4x51hh65q42	14	14	agent	agent	NOUN
4x51hh65q42	14	15	-	-	PUNCT
4x51hh65q42	14	16	based	base	VERB
4x51hh65q42	14	17	framework	framework	NOUN
4x51hh65q42	14	18	is	be	AUX
4x51hh65q42	14	19	provided	provide	VERB
4x51hh65q42	14	20	for	for	ADP
4x51hh65q42	14	21	a	a	DET
4x51hh65q42	14	22	shm	shm	NOUN
4x51hh65q42	14	23	system	system	NOUN
4x51hh65q42	14	24	employing	employ	VERB
4x51hh65q42	14	25	the	the	DET
4x51hh65q42	14	26	ar	ar	PROPN
4x51hh65q42	14	27	-	-	PUNCT
4x51hh65q42	14	28	arx	arx	PROPN
4x51hh65q42	14	29	algorithm	algorithm	PROPN
4x51hh65q42	14	30	.	.	PUNCT
4x51hh65q42	15	1	numerical	numerical	ADJ
4x51hh65q42	15	2	examples	example	NOUN
4x51hh65q42	15	3	indicate	indicate	VERB
4x51hh65q42	15	4	that	that	SCONJ
4x51hh65q42	15	5	the	the	DET
4x51hh65q42	15	6	framework	framework	NOUN
4x51hh65q42	15	7	is	be	AUX
4x51hh65q42	15	8	effective	effective	ADJ
4x51hh65q42	15	9	.	.	PUNCT
4x51hh65q42	16	1	this	this	DET
4x51hh65q42	16	2	initial	initial	ADJ
4x51hh65q42	16	3	research	research	NOUN
4x51hh65q42	16	4	demonstrates	demonstrate	VERB
4x51hh65q42	16	5	the	the	DET
4x51hh65q42	16	6	feasibility	feasibility	NOUN
4x51hh65q42	16	7	of	of	ADP
4x51hh65q42	16	8	using	use	VERB
4x51hh65q42	16	9	smart	smart	ADJ
4x51hh65q42	16	10	sensors	sensor	NOUN
4x51hh65q42	16	11	for	for	ADP
4x51hh65q42	16	12	shm	shm	NOUN
4x51hh65q42	16	13	of	of	ADP
4x51hh65q42	16	14	civil	civil	ADJ
4x51hh65q42	16	15	infrastructure	infrastructure	NOUN
4x51hh65q42	16	16	.	.	PUNCT
4x51hh65q42	17	1	a	a	DET
4x51hh65q42	17	2	new	new	ADJ
4x51hh65q42	17	3	sensor	sensor	NOUN
4x51hh65q42	17	4	board	board	NOUN
4x51hh65q42	17	5	is	be	AUX
4x51hh65q42	17	6	developed	develop	VERB
4x51hh65q42	17	7	and	and	CCONJ
4x51hh65q42	17	8	shown	show	VERB
4x51hh65q42	17	9	to	to	PART
4x51hh65q42	17	10	meet	meet	VERB
4x51hh65q42	17	11	the	the	DET
4x51hh65q42	17	12	needs	need	NOUN
4x51hh65q42	17	13	of	of	ADP
4x51hh65q42	17	14	the	the	DET
4x51hh65q42	17	15	application	application	NOUN
4x51hh65q42	17	16	.	.	PUNCT
4x51hh65q42	18	1	an	an	DET
4x51hh65q42	18	2	agent	agent	NOUN
4x51hh65q42	18	3	-	-	PUNCT
4x51hh65q42	18	4	based	base	VERB
4x51hh65q42	18	5	framework	framework	NOUN
4x51hh65q42	18	6	for	for	ADP
4x51hh65q42	18	7	smart	smart	ADJ
4x51hh65q42	18	8	sensing	sensing	NOUN
4x51hh65q42	18	9	is	be	AUX
4x51hh65q42	18	10	proposed	propose	VERB
4x51hh65q42	18	11	and	and	CCONJ
4x51hh65q42	18	12	shown	show	VERB
4x51hh65q42	18	13	to	to	PART
4x51hh65q42	18	14	perform	perform	VERB
4x51hh65q42	18	15	well	well	ADV
4x51hh65q42	18	16	.	.	PUNCT
4x51hh65q42	19	1	this	this	DET
4x51hh65q42	19	2	research	research	NOUN
4x51hh65q42	19	3	begins	begin	VERB
4x51hh65q42	19	4	to	to	PART
4x51hh65q42	19	5	lay	lay	VERB
4x51hh65q42	19	6	the	the	DET
4x51hh65q42	19	7	foundation	foundation	NOUN
4x51hh65q42	19	8	from	from	ADP
4x51hh65q42	19	9	which	which	PRON
4x51hh65q42	19	10	the	the	DET
4x51hh65q42	19	11	many	many	ADJ
4x51hh65q42	19	12	opportunities	opportunity	NOUN
4x51hh65q42	19	13	offered	offer	VERB
4x51hh65q42	19	14	by	by	ADP
4x51hh65q42	19	15	smart	smart	ADJ
4x51hh65q42	19	16	sensing	sense	VERB
4x51hh65q42	19	17	technology	technology	NOUN
4x51hh65q42	19	18	can	can	AUX
4x51hh65q42	19	19	be	be	AUX
4x51hh65q42	19	20	pursued	pursue	VERB
4x51hh65q42	19	21	.	.	PUNCT