id	sid	tid	token	lemma	pos
aiti-11678	1	1	microsoft	microsoft	PROPN
aiti-11678	1	2	word	word	NOUN
aiti-11678	1	3	1	1	NUM
aiti-11678	1	4	-	-	PUNCT
aiti-11678	1	5	v8n4(2023)-aiti#11678(241	v8n4(2023)-aiti#11678(241	NOUN
aiti-11678	1	6	-	-	PUNCT
aiti-11678	1	7	253).docx	253).docx	NUM
aiti-11678	1	8	advances	advance	NOUN
aiti-11678	1	9	in	in	ADP
aiti-11678	1	10	technology	technology	NOUN
aiti-11678	1	11	innovation	innovation	NOUN
aiti-11678	1	12	,	,	PUNCT
aiti-11678	1	13	vol	vol	NOUN
aiti-11678	1	14	.	.	PROPN
aiti-11678	1	15	8	8	NUM
aiti-11678	1	16	,	,	PUNCT
aiti-11678	1	17	no	no	INTJ
aiti-11678	1	18	.	.	NOUN
aiti-11678	1	19	4	4	NUM
aiti-11678	1	20	,	,	PUNCT
aiti-11678	1	21	2023	2023	NUM
aiti-11678	1	22	,	,	PUNCT
aiti-11678	1	23	pp	pp	ADJ
aiti-11678	1	24	.	.	PUNCT
aiti-11678	2	1	241	241	NUM
aiti-11678	2	2	-	-	SYM
aiti-11678	2	3	253	253	NUM
aiti-11678	2	4	english	english	ADJ
aiti-11678	2	5	language	language	NOUN
aiti-11678	2	6	proofreader	proofreader	NOUN
aiti-11678	2	7	:	:	PUNCT
aiti-11678	2	8	chih	chih	PROPN
aiti-11678	2	9	-	-	PUNCT
aiti-11678	2	10	wei	wei	PROPN
aiti-11678	2	11	chang	chang	PROPN
aiti-11678	2	12	a	a	DET
aiti-11678	2	13	hidden	hide	VERB
aiti-11678	2	14	semi	semi	ADJ
aiti-11678	2	15	-	-	ADJ
aiti-11678	2	16	markov	markov	ADJ
aiti-11678	2	17	model	model	NOUN
aiti-11678	2	18	for	for	ADP
aiti-11678	2	19	predicting	predict	VERB
aiti-11678	2	20	production	production	NOUN
aiti-11678	2	21	cycle	cycle	NOUN
aiti-11678	2	22	time	time	NOUN
aiti-11678	2	23	using	use	VERB
aiti-11678	2	24	bluetooth	bluetooth	PROPN
aiti-11678	2	25	low	low	ADJ
aiti-11678	2	26	energy	energy	NOUN
aiti-11678	2	27	data	datum	NOUN
aiti-11678	2	28	karishma	karishma	PROPN
aiti-11678	2	29	agrawal	agrawal	PROPN
aiti-11678	2	30	*	*	PROPN
aiti-11678	2	31	,	,	PUNCT
aiti-11678	2	32	supachai	supachai	PROPN
aiti-11678	2	33	vorapojpisut	vorapojpisut	PROPN
aiti-11678	2	34	department	department	PROPN
aiti-11678	2	35	of	of	ADP
aiti-11678	2	36	electrical	electrical	ADJ
aiti-11678	2	37	and	and	CCONJ
aiti-11678	2	38	computer	computer	NOUN
aiti-11678	2	39	engineering	engineering	NOUN
aiti-11678	2	40	,	,	PUNCT
aiti-11678	2	41	faculty	faculty	NOUN
aiti-11678	2	42	of	of	ADP
aiti-11678	2	43	engineering	engineering	NOUN
aiti-11678	2	44	,	,	PUNCT
aiti-11678	2	45	thammasat	thammasat	NOUN
aiti-11678	2	46	school	school	NOUN
aiti-11678	2	47	of	of	ADP
aiti-11678	2	48	engineering	engineering	NOUN
aiti-11678	2	49	,	,	PUNCT
aiti-11678	2	50	thammasat	thammasat	PROPN
aiti-11678	2	51	university	university	PROPN
aiti-11678	2	52	,	,	PUNCT
aiti-11678	2	53	thailand	thailand	PROPN
aiti-11678	2	54	received	receive	VERB
aiti-11678	2	55	02	02	NUM
aiti-11678	2	56	march	march	NOUN
aiti-11678	2	57	2023	2023	NUM
aiti-11678	2	58	;	;	PUNCT
aiti-11678	2	59	received	receive	VERB
aiti-11678	2	60	in	in	ADP
aiti-11678	2	61	revised	revise	VERB
aiti-11678	2	62	form	form	NOUN
aiti-11678	2	63	09	09	NUM
aiti-11678	2	64	june	june	PROPN
aiti-11678	2	65	2023	2023	NUM
aiti-11678	2	66	;	;	PUNCT
aiti-11678	2	67	accepted	accept	VERB
aiti-11678	2	68	10	10	NUM
aiti-11678	2	69	june	june	PROPN
aiti-11678	2	70	2023	2023	NUM
aiti-11678	2	71	doi	doi	NOUN
aiti-11678	2	72	:	:	PUNCT
aiti-11678	2	73	https://doi.org/10.46604/aiti.2023.11678	https://doi.org/10.46604/aiti.2023.11678	PROPN
aiti-11678	2	74	abstract	abstract	ADJ
aiti-11678	2	75	this	this	DET
aiti-11678	2	76	study	study	NOUN
aiti-11678	2	77	proposes	propose	VERB
aiti-11678	2	78	a	a	DET
aiti-11678	2	79	statistical	statistical	ADJ
aiti-11678	2	80	model	model	NOUN
aiti-11678	2	81	to	to	PART
aiti-11678	2	82	characterize	characterize	VERB
aiti-11678	2	83	the	the	DET
aiti-11678	2	84	temporal	temporal	ADJ
aiti-11678	2	85	characteristics	characteristic	NOUN
aiti-11678	2	86	of	of	ADP
aiti-11678	2	87	an	an	DET
aiti-11678	2	88	entire	entire	ADJ
aiti-11678	2	89	production	production	NOUN
aiti-11678	2	90	process	process	NOUN
aiti-11678	2	91	.	.	PUNCT
aiti-11678	3	1	the	the	DET
aiti-11678	3	2	model	model	NOUN
aiti-11678	3	3	utilizes	utilize	VERB
aiti-11678	3	4	received	receive	VERB
aiti-11678	3	5	signal	signal	NOUN
aiti-11678	3	6	strength	strength	NOUN
aiti-11678	3	7	indicator	indicator	NOUN
aiti-11678	3	8	(	(	PUNCT
aiti-11678	3	9	rssi	rssi	NOUN
aiti-11678	3	10	)	)	PUNCT
aiti-11678	3	11	data	datum	NOUN
aiti-11678	3	12	obtained	obtain	VERB
aiti-11678	3	13	from	from	ADP
aiti-11678	3	14	a	a	DET
aiti-11678	3	15	bluetooth	bluetooth	PROPN
aiti-11678	3	16	low	low	ADJ
aiti-11678	3	17	energy	energy	NOUN
aiti-11678	3	18	(	(	PUNCT
aiti-11678	3	19	ble	ble	ADJ
aiti-11678	3	20	)	)	PUNCT
aiti-11678	3	21	network	network	NOUN
aiti-11678	3	22	.	.	PUNCT
aiti-11678	4	1	a	a	DET
aiti-11678	4	2	hidden	hide	VERB
aiti-11678	4	3	semi	semi	ADJ
aiti-11678	4	4	-	-	ADJ
aiti-11678	4	5	markov	markov	ADJ
aiti-11678	4	6	model	model	NOUN
aiti-11678	4	7	(	(	PUNCT
aiti-11678	4	8	hsmm	hsmm	PROPN
aiti-11678	4	9	)	)	PUNCT
aiti-11678	4	10	is	be	AUX
aiti-11678	4	11	formulated	formulate	VERB
aiti-11678	4	12	based	base	VERB
aiti-11678	4	13	on	on	ADP
aiti-11678	4	14	the	the	DET
aiti-11678	4	15	characteristics	characteristic	NOUN
aiti-11678	4	16	of	of	ADP
aiti-11678	4	17	the	the	DET
aiti-11678	4	18	production	production	NOUN
aiti-11678	4	19	process	process	NOUN
aiti-11678	4	20	,	,	PUNCT
aiti-11678	4	21	and	and	CCONJ
aiti-11678	4	22	the	the	DET
aiti-11678	4	23	forward	forward	ADJ
aiti-11678	4	24	-	-	PUNCT
aiti-11678	4	25	backward	backward	ADJ
aiti-11678	4	26	algorithm	algorithm	NOUN
aiti-11678	4	27	is	be	AUX
aiti-11678	4	28	employed	employ	VERB
aiti-11678	4	29	to	to	PART
aiti-11678	4	30	re	re	VERB
aiti-11678	4	31	-	-	VERB
aiti-11678	4	32	estimate	estimate	VERB
aiti-11678	4	33	the	the	DET
aiti-11678	4	34	probability	probability	NOUN
aiti-11678	4	35	distribution	distribution	NOUN
aiti-11678	4	36	of	of	ADP
aiti-11678	4	37	state	state	NOUN
aiti-11678	4	38	durations	duration	NOUN
aiti-11678	4	39	.	.	PUNCT
aiti-11678	5	1	the	the	DET
aiti-11678	5	2	proposed	propose	VERB
aiti-11678	5	3	method	method	NOUN
aiti-11678	5	4	is	be	AUX
aiti-11678	5	5	validated	validate	VERB
aiti-11678	5	6	through	through	ADP
aiti-11678	5	7	numerical	numerical	ADJ
aiti-11678	5	8	,	,	PUNCT
aiti-11678	5	9	simulation	simulation	NOUN
aiti-11678	5	10	,	,	PUNCT
aiti-11678	5	11	and	and	CCONJ
aiti-11678	5	12	real	real	ADJ
aiti-11678	5	13	-	-	PUNCT
aiti-11678	5	14	world	world	NOUN
aiti-11678	5	15	experiments	experiment	NOUN
aiti-11678	5	16	,	,	PUNCT
aiti-11678	5	17	yielding	yield	VERB
aiti-11678	5	18	promising	promising	ADJ
aiti-11678	5	19	results	result	NOUN
aiti-11678	5	20	.	.	PUNCT
aiti-11678	6	1	the	the	DET
aiti-11678	6	2	results	result	NOUN
aiti-11678	6	3	show	show	VERB
aiti-11678	6	4	that	that	SCONJ
aiti-11678	6	5	the	the	DET
aiti-11678	6	6	kullback	kullback	NOUN
aiti-11678	6	7	-	-	PUNCT
aiti-11678	6	8	leibler	leibler	NOUN
aiti-11678	6	9	divergence	divergence	NOUN
aiti-11678	6	10	(	(	PUNCT
aiti-11678	6	11	kld	kld	PROPN
aiti-11678	6	12	)	)	PUNCT
aiti-11678	6	13	score	score	NOUN
aiti-11678	6	14	of	of	ADP
aiti-11678	6	15	0.1843	0.1843	NUM
aiti-11678	6	16	,	,	PUNCT
aiti-11678	6	17	while	while	SCONJ
aiti-11678	6	18	the	the	DET
aiti-11678	6	19	simulation	simulation	NOUN
aiti-11678	6	20	achieves	achieve	VERB
aiti-11678	6	21	an	an	DET
aiti-11678	6	22	average	average	ADJ
aiti-11678	6	23	vector	vector	NOUN
aiti-11678	6	24	distance	distance	NOUN
aiti-11678	6	25	score	score	NOUN
aiti-11678	6	26	of	of	ADP
aiti-11678	6	27	0.9740	0.9740	NUM
aiti-11678	6	28	.	.	PUNCT
aiti-11678	7	1	the	the	DET
aiti-11678	7	2	real	real	ADJ
aiti-11678	7	3	-	-	PUNCT
aiti-11678	7	4	time	time	NOUN
aiti-11678	7	5	experiment	experiment	NOUN
aiti-11678	7	6	also	also	ADV
aiti-11678	7	7	shows	show	VERB
aiti-11678	7	8	a	a	DET
aiti-11678	7	9	reasonable	reasonable	ADJ
aiti-11678	7	10	accuracy	accuracy	NOUN
aiti-11678	7	11	,	,	PUNCT
aiti-11678	7	12	with	with	ADP
aiti-11678	7	13	an	an	DET
aiti-11678	7	14	average	average	ADJ
aiti-11678	7	15	hsmm	hsmm	NOUN
aiti-11678	7	16	estimated	estimate	VERB
aiti-11678	7	17	throughput	throughput	NOUN
aiti-11678	7	18	time	time	NOUN
aiti-11678	7	19	of	of	ADP
aiti-11678	7	20	30.48	30.48	NUM
aiti-11678	7	21	epochs	epoch	NOUN
aiti-11678	7	22	,	,	PUNCT
aiti-11678	7	23	compared	compare	VERB
aiti-11678	7	24	to	to	ADP
aiti-11678	7	25	the	the	DET
aiti-11678	7	26	average	average	ADJ
aiti-11678	7	27	real	real	ADJ
aiti-11678	7	28	throughput	throughput	NOUN
aiti-11678	7	29	time	time	NOUN
aiti-11678	7	30	of	of	ADP
aiti-11678	7	31	33.99	33.99	NUM
aiti-11678	7	32	epochs	epoch	NOUN
aiti-11678	7	33	.	.	PUNCT
aiti-11678	8	1	overall	overall	ADV
aiti-11678	8	2	,	,	PUNCT
aiti-11678	8	3	the	the	DET
aiti-11678	8	4	model	model	NOUN
aiti-11678	8	5	serves	serve	VERB
aiti-11678	8	6	as	as	ADP
aiti-11678	8	7	a	a	DET
aiti-11678	8	8	valuable	valuable	ADJ
aiti-11678	8	9	tool	tool	NOUN
aiti-11678	8	10	for	for	ADP
aiti-11678	8	11	predicting	predict	VERB
aiti-11678	8	12	the	the	DET
aiti-11678	8	13	cycle	cycle	NOUN
aiti-11678	8	14	time	time	NOUN
aiti-11678	8	15	and	and	CCONJ
aiti-11678	8	16	throughput	throughput	NOUN
aiti-11678	8	17	time	time	NOUN
aiti-11678	8	18	of	of	ADP
aiti-11678	8	19	a	a	DET
aiti-11678	8	20	production	production	NOUN
aiti-11678	8	21	line	line	NOUN
aiti-11678	8	22	.	.	PUNCT
aiti-11678	9	1	keywords	keyword	NOUN
aiti-11678	9	2	:	:	PUNCT
aiti-11678	9	3	bluetooth	bluetooth	PROPN
aiti-11678	9	4	low	low	ADJ
aiti-11678	9	5	energy	energy	NOUN
aiti-11678	9	6	,	,	PUNCT
aiti-11678	9	7	received	receive	VERB
aiti-11678	9	8	signal	signal	NOUN
aiti-11678	9	9	strength	strength	NOUN
aiti-11678	9	10	indicator	indicator	NOUN
aiti-11678	9	11	,	,	PUNCT
aiti-11678	9	12	hidden	hide	VERB
aiti-11678	9	13	semi	semi	ADJ
aiti-11678	9	14	-	-	ADJ
aiti-11678	9	15	markov	markov	ADJ
aiti-11678	9	16	model	model	NOUN
aiti-11678	9	17	,	,	PUNCT
aiti-11678	9	18	learning	learn	VERB
aiti-11678	9	19	problem	problem	NOUN
aiti-11678	9	20	1	1	NUM
aiti-11678	9	21	.	.	PUNCT
aiti-11678	10	1	introduction	introduction	NOUN
aiti-11678	10	2	production	production	NOUN
aiti-11678	10	3	is	be	AUX
aiti-11678	10	4	a	a	DET
aiti-11678	10	5	systematic	systematic	ADJ
aiti-11678	10	6	and	and	CCONJ
aiti-11678	10	7	organized	organized	ADJ
aiti-11678	10	8	process	process	NOUN
aiti-11678	10	9	that	that	PRON
aiti-11678	10	10	involves	involve	VERB
aiti-11678	10	11	a	a	DET
aiti-11678	10	12	series	series	NOUN
aiti-11678	10	13	of	of	ADP
aiti-11678	10	14	interconnected	interconnected	ADJ
aiti-11678	10	15	working	work	VERB
aiti-11678	10	16	areas	area	NOUN
aiti-11678	10	17	or	or	CCONJ
aiti-11678	10	18	stages	stage	NOUN
aiti-11678	10	19	.	.	PUNCT
aiti-11678	11	1	as	as	SCONJ
aiti-11678	11	2	shown	show	VERB
aiti-11678	11	3	in	in	ADP
aiti-11678	11	4	fig	fig	NOUN
aiti-11678	11	5	.	.	PUNCT
aiti-11678	12	1	1	1	NUM
aiti-11678	12	2	,	,	PUNCT
aiti-11678	12	3	the	the	DET
aiti-11678	12	4	production	production	NOUN
aiti-11678	12	5	process	process	NOUN
aiti-11678	12	6	includes	include	VERB
aiti-11678	12	7	a	a	DET
aiti-11678	12	8	specific	specific	ADJ
aiti-11678	12	9	set	set	NOUN
aiti-11678	12	10	of	of	ADP
aiti-11678	12	11	tasks	task	NOUN
aiti-11678	12	12	or	or	CCONJ
aiti-11678	12	13	operations	operation	NOUN
aiti-11678	12	14	that	that	PRON
aiti-11678	12	15	transform	transform	VERB
aiti-11678	12	16	raw	raw	ADJ
aiti-11678	12	17	materials	material	NOUN
aiti-11678	12	18	into	into	ADP
aiti-11678	12	19	finished	finished	ADJ
aiti-11678	12	20	products	product	NOUN
aiti-11678	12	21	.	.	PUNCT
aiti-11678	13	1	to	to	PART
aiti-11678	13	2	ensure	ensure	VERB
aiti-11678	13	3	that	that	SCONJ
aiti-11678	13	4	the	the	DET
aiti-11678	13	5	production	production	NOUN
aiti-11678	13	6	process	process	NOUN
aiti-11678	13	7	is	be	AUX
aiti-11678	13	8	completed	complete	VERB
aiti-11678	13	9	on	on	ADP
aiti-11678	13	10	time	time	NOUN
aiti-11678	13	11	,	,	PUNCT
aiti-11678	13	12	it	it	PRON
aiti-11678	13	13	is	be	AUX
aiti-11678	13	14	critical	critical	ADJ
aiti-11678	13	15	to	to	PART
aiti-11678	13	16	have	have	VERB
aiti-11678	13	17	accurate	accurate	ADJ
aiti-11678	13	18	and	and	CCONJ
aiti-11678	13	19	up	up	ADP
aiti-11678	13	20	-	-	PUNCT
aiti-11678	13	21	to	to	ADP
aiti-11678	13	22	-	-	PUNCT
aiti-11678	13	23	date	date	NOUN
aiti-11678	13	24	product	product	NOUN
aiti-11678	13	25	status	status	NOUN
aiti-11678	13	26	as	as	ADV
aiti-11678	13	27	well	well	ADV
aiti-11678	13	28	as	as	ADP
aiti-11678	13	29	location	location	NOUN
aiti-11678	13	30	information	information	NOUN
aiti-11678	13	31	.	.	PUNCT
aiti-11678	14	1	many	many	ADJ
aiti-11678	14	2	industries	industry	NOUN
aiti-11678	14	3	now	now	ADV
aiti-11678	14	4	use	use	VERB
aiti-11678	14	5	barcodes	barcode	NOUN
aiti-11678	14	6	or	or	CCONJ
aiti-11678	14	7	rfid	rfid	VERB
aiti-11678	14	8	[	[	X
aiti-11678	14	9	1	1	NUM
aiti-11678	14	10	-	-	SYM
aiti-11678	14	11	2	2	NUM
aiti-11678	14	12	]	]	PUNCT
aiti-11678	14	13	to	to	PART
aiti-11678	14	14	track	track	VERB
aiti-11678	14	15	products	product	NOUN
aiti-11678	14	16	in	in	ADP
aiti-11678	14	17	production	production	NOUN
aiti-11678	14	18	areas	area	NOUN
aiti-11678	14	19	.	.	PUNCT
aiti-11678	15	1	however	however	ADV
aiti-11678	15	2	,	,	PUNCT
aiti-11678	15	3	the	the	DET
aiti-11678	15	4	main	main	ADJ
aiti-11678	15	5	disadvantage	disadvantage	NOUN
aiti-11678	15	6	of	of	ADP
aiti-11678	15	7	employing	employ	VERB
aiti-11678	15	8	rfid	rfid	NOUN
aiti-11678	15	9	or	or	CCONJ
aiti-11678	15	10	barcodes	barcode	NOUN
aiti-11678	15	11	is	be	AUX
aiti-11678	15	12	the	the	DET
aiti-11678	15	13	possibility	possibility	NOUN
aiti-11678	15	14	of	of	ADP
aiti-11678	15	15	human	human	ADJ
aiti-11678	15	16	errors	error	NOUN
aiti-11678	15	17	.	.	PUNCT
aiti-11678	16	1	for	for	ADP
aiti-11678	16	2	example	example	NOUN
aiti-11678	16	3	,	,	PUNCT
aiti-11678	16	4	data	datum	NOUN
aiti-11678	16	5	loss	loss	NOUN
aiti-11678	16	6	or	or	CCONJ
aiti-11678	16	7	inaccuracy	inaccuracy	NOUN
aiti-11678	16	8	may	may	AUX
aiti-11678	16	9	occur	occur	VERB
aiti-11678	16	10	if	if	SCONJ
aiti-11678	16	11	the	the	DET
aiti-11678	16	12	rfid	rfid	NOUN
aiti-11678	16	13	tag	tag	NOUN
aiti-11678	16	14	/	/	SYM
aiti-11678	16	15	barcode	barcode	NOUN
aiti-11678	16	16	is	be	AUX
aiti-11678	16	17	not	not	PART
aiti-11678	16	18	read	read	VERB
aiti-11678	16	19	correctly	correctly	ADV
aiti-11678	16	20	or	or	CCONJ
aiti-11678	16	21	if	if	SCONJ
aiti-11678	16	22	a	a	DET
aiti-11678	16	23	worker	worker	NOUN
aiti-11678	16	24	scans	scan	VERB
aiti-11678	16	25	the	the	DET
aiti-11678	16	26	wrong	wrong	ADJ
aiti-11678	16	27	rfid	rfid	NOUN
aiti-11678	16	28	tag	tag	NOUN
aiti-11678	16	29	/	/	SYM
aiti-11678	16	30	barcode	barcode	NOUN
aiti-11678	16	31	.	.	PUNCT
aiti-11678	17	1	this	this	DET
aiti-11678	17	2	work	work	NOUN
aiti-11678	17	3	uses	use	VERB
aiti-11678	17	4	bluetooth	bluetooth	PROPN
aiti-11678	17	5	low	low	ADJ
aiti-11678	17	6	energy	energy	NOUN
aiti-11678	17	7	(	(	PUNCT
aiti-11678	17	8	ble	ble	ADJ
aiti-11678	17	9	)	)	PUNCT
aiti-11678	17	10	technology	technology	NOUN
aiti-11678	17	11	to	to	PART
aiti-11678	17	12	collect	collect	VERB
aiti-11678	17	13	received	receive	VERB
aiti-11678	17	14	signal	signal	NOUN
aiti-11678	17	15	strength	strength	NOUN
aiti-11678	17	16	indicator	indicator	NOUN
aiti-11678	17	17	(	(	PUNCT
aiti-11678	17	18	rssi	rssi	NOUN
aiti-11678	17	19	)	)	PUNCT
aiti-11678	17	20	and	and	CCONJ
aiti-11678	17	21	timestamp	timestamp	NOUN
aiti-11678	17	22	data	datum	NOUN
aiti-11678	17	23	,	,	PUNCT
aiti-11678	17	24	which	which	PRON
aiti-11678	17	25	provides	provide	VERB
aiti-11678	17	26	the	the	DET
aiti-11678	17	27	proximity	proximity	NOUN
aiti-11678	17	28	of	of	ADP
aiti-11678	17	29	products	product	NOUN
aiti-11678	17	30	being	be	AUX
aiti-11678	17	31	manufactured	manufacture	VERB
aiti-11678	17	32	.	.	PUNCT
aiti-11678	18	1	even	even	ADV
aiti-11678	18	2	though	though	SCONJ
aiti-11678	18	3	the	the	DET
aiti-11678	18	4	scope	scope	NOUN
aiti-11678	18	5	of	of	ADP
aiti-11678	18	6	ble	ble	ADJ
aiti-11678	18	7	detection	detection	NOUN
aiti-11678	18	8	is	be	AUX
aiti-11678	18	9	larger	large	ADJ
aiti-11678	18	10	than	than	ADP
aiti-11678	18	11	that	that	PRON
aiti-11678	18	12	of	of	ADP
aiti-11678	18	13	barcode	barcode	NOUN
aiti-11678	18	14	/	/	SYM
aiti-11678	18	15	rfid	rfid	NOUN
aiti-11678	18	16	,	,	PUNCT
aiti-11678	18	17	the	the	DET
aiti-11678	18	18	collected	collect	VERB
aiti-11678	18	19	data	datum	NOUN
aiti-11678	18	20	from	from	ADP
aiti-11678	18	21	ble	ble	ADJ
aiti-11678	18	22	devices	device	NOUN
aiti-11678	18	23	usually	usually	ADV
aiti-11678	18	24	suffers	suffer	VERB
aiti-11678	18	25	from	from	ADP
aiti-11678	18	26	signal	signal	NOUN
aiti-11678	18	27	strength	strength	NOUN
aiti-11678	18	28	fluctuation	fluctuation	NOUN
aiti-11678	18	29	and	and	CCONJ
aiti-11678	18	30	noisy	noisy	ADJ
aiti-11678	18	31	environments	environment	NOUN
aiti-11678	18	32	.	.	PUNCT
aiti-11678	19	1	consequently	consequently	ADV
aiti-11678	19	2	,	,	PUNCT
aiti-11678	19	3	the	the	DET
aiti-11678	19	4	application	application	NOUN
aiti-11678	19	5	of	of	ADP
aiti-11678	19	6	ble	ble	ADJ
aiti-11678	19	7	tracking	tracking	NOUN
aiti-11678	19	8	is	be	AUX
aiti-11678	19	9	much	much	ADV
aiti-11678	19	10	more	more	ADV
aiti-11678	19	11	limited	limited	ADJ
aiti-11678	19	12	compared	compare	VERB
aiti-11678	19	13	to	to	ADP
aiti-11678	19	14	barcode	barcode	NOUN
aiti-11678	19	15	/	/	SYM
aiti-11678	19	16	rfid	rfid	NOUN
aiti-11678	19	17	.	.	PUNCT
aiti-11678	20	1	fig	fig	NOUN
aiti-11678	20	2	.	.	PUNCT
aiti-11678	21	1	1	1	NUM
aiti-11678	21	2	general	general	ADJ
aiti-11678	21	3	example	example	NOUN
aiti-11678	21	4	of	of	ADP
aiti-11678	21	5	a	a	DET
aiti-11678	21	6	production	production	NOUN
aiti-11678	21	7	process	process	NOUN
aiti-11678	21	8	*	*	PUNCT
aiti-11678	21	9	corresponding	correspond	VERB
aiti-11678	21	10	author	author	NOUN
aiti-11678	21	11	.	.	PUNCT
aiti-11678	22	1	e	e	X
aiti-11678	22	2	-	-	NOUN
aiti-11678	22	3	mail	mail	NOUN
aiti-11678	22	4	address	address	NOUN
aiti-11678	22	5	:	:	PUNCT
aiti-11678	22	6	karishma.agra@dome.tu.ac.th	karishma.agra@dome.tu.ac.th	ADP
aiti-11678	22	7	advances	advance	NOUN
aiti-11678	22	8	in	in	ADP
aiti-11678	22	9	technology	technology	NOUN
aiti-11678	22	10	innovation	innovation	NOUN
aiti-11678	22	11	,	,	PUNCT
aiti-11678	22	12	vol	vol	NOUN
aiti-11678	22	13	.	.	PROPN
aiti-11678	22	14	8	8	NUM
aiti-11678	22	15	,	,	PUNCT
aiti-11678	22	16	no	no	INTJ
aiti-11678	22	17	.	.	NOUN
aiti-11678	22	18	4	4	NUM
aiti-11678	22	19	,	,	PUNCT
aiti-11678	22	20	2023	2023	NUM
aiti-11678	22	21	,	,	PUNCT
aiti-11678	22	22	pp	pp	ADJ
aiti-11678	22	23	.	.	PUNCT
aiti-11678	23	1	241	241	NUM
aiti-11678	23	2	-	-	SYM
aiti-11678	23	3	253	253	NUM
aiti-11678	23	4	242	242	NUM
aiti-11678	23	5	the	the	DET
aiti-11678	23	6	key	key	ADJ
aiti-11678	23	7	performance	performance	NOUN
aiti-11678	23	8	indicators	indicator	NOUN
aiti-11678	23	9	(	(	PUNCT
aiti-11678	23	10	kpis	kpis	PROPN
aiti-11678	23	11	)	)	PUNCT
aiti-11678	23	12	of	of	ADP
aiti-11678	23	13	a	a	DET
aiti-11678	23	14	production	production	NOUN
aiti-11678	23	15	process	process	NOUN
aiti-11678	23	16	can	can	AUX
aiti-11678	23	17	be	be	AUX
aiti-11678	23	18	defined	define	VERB
aiti-11678	23	19	by	by	ADP
aiti-11678	23	20	using	use	VERB
aiti-11678	23	21	temporal	temporal	ADJ
aiti-11678	23	22	behaviors	behavior	NOUN
aiti-11678	23	23	[	[	X
aiti-11678	23	24	3	3	NUM
aiti-11678	23	25	-	-	SYM
aiti-11678	23	26	4	4	NUM
aiti-11678	23	27	]	]	PUNCT
aiti-11678	23	28	.	.	PUNCT
aiti-11678	24	1	examples	example	NOUN
aiti-11678	24	2	of	of	ADP
aiti-11678	24	3	kpis	kpis	PROPN
aiti-11678	24	4	for	for	ADP
aiti-11678	24	5	production	production	NOUN
aiti-11678	24	6	processes	process	NOUN
aiti-11678	24	7	are	be	AUX
aiti-11678	24	8	cycle	cycle	NOUN
aiti-11678	24	9	time	time	NOUN
aiti-11678	24	10	and	and	CCONJ
aiti-11678	24	11	throughput	throughput	NOUN
aiti-11678	24	12	time	time	NOUN
aiti-11678	24	13	.	.	PUNCT
aiti-11678	25	1	cycle	cycle	NOUN
aiti-11678	25	2	time	time	NOUN
aiti-11678	25	3	[	[	X
aiti-11678	25	4	3	3	X
aiti-11678	25	5	]	]	PUNCT
aiti-11678	25	6	refers	refer	VERB
aiti-11678	25	7	to	to	ADP
aiti-11678	25	8	the	the	DET
aiti-11678	25	9	time	time	NOUN
aiti-11678	25	10	it	it	PRON
aiti-11678	25	11	takes	take	VERB
aiti-11678	25	12	to	to	PART
aiti-11678	25	13	finish	finish	VERB
aiti-11678	25	14	a	a	DET
aiti-11678	25	15	cycle	cycle	NOUN
aiti-11678	25	16	in	in	ADP
aiti-11678	25	17	a	a	DET
aiti-11678	25	18	particular	particular	ADJ
aiti-11678	25	19	operation	operation	NOUN
aiti-11678	25	20	.	.	PUNCT
aiti-11678	26	1	in	in	ADP
aiti-11678	26	2	the	the	DET
aiti-11678	26	3	meantime	meantime	NOUN
aiti-11678	26	4	,	,	PUNCT
aiti-11678	26	5	throughput	throughput	NOUN
aiti-11678	26	6	time	time	NOUN
aiti-11678	26	7	[	[	X
aiti-11678	26	8	4	4	X
aiti-11678	26	9	]	]	PUNCT
aiti-11678	26	10	is	be	AUX
aiti-11678	26	11	the	the	DET
aiti-11678	26	12	time	time	NOUN
aiti-11678	26	13	it	it	PRON
aiti-11678	26	14	takes	take	VERB
aiti-11678	26	15	to	to	PART
aiti-11678	26	16	process	process	VERB
aiti-11678	26	17	a	a	DET
aiti-11678	26	18	certain	certain	ADJ
aiti-11678	26	19	material	material	NOUN
aiti-11678	26	20	from	from	ADP
aiti-11678	26	21	raw	raw	ADJ
aiti-11678	26	22	material	material	NOUN
aiti-11678	26	23	to	to	ADP
aiti-11678	26	24	a	a	DET
aiti-11678	26	25	final	final	ADJ
aiti-11678	26	26	product	product	NOUN
aiti-11678	26	27	.	.	PUNCT
aiti-11678	27	1	based	base	VERB
aiti-11678	27	2	on	on	ADP
aiti-11678	27	3	the	the	DET
aiti-11678	27	4	kpis	kpis	NOUN
aiti-11678	27	5	,	,	PUNCT
aiti-11678	27	6	manufacturers	manufacturer	NOUN
aiti-11678	27	7	can	can	AUX
aiti-11678	27	8	identify	identify	VERB
aiti-11678	27	9	areas	area	NOUN
aiti-11678	27	10	for	for	ADP
aiti-11678	27	11	improvement	improvement	NOUN
aiti-11678	27	12	,	,	PUNCT
aiti-11678	27	13	reduce	reduce	VERB
aiti-11678	27	14	costs	cost	NOUN
aiti-11678	27	15	,	,	PUNCT
aiti-11678	27	16	and	and	CCONJ
aiti-11678	27	17	optimize	optimize	VERB
aiti-11678	27	18	productivity	productivity	NOUN
aiti-11678	27	19	.	.	PUNCT
aiti-11678	28	1	therefore	therefore	ADV
aiti-11678	28	2	,	,	PUNCT
aiti-11678	28	3	this	this	DET
aiti-11678	28	4	information	information	NOUN
aiti-11678	28	5	is	be	AUX
aiti-11678	28	6	of	of	ADP
aiti-11678	28	7	great	great	ADJ
aiti-11678	28	8	significance	significance	NOUN
aiti-11678	28	9	for	for	ADP
aiti-11678	28	10	manufacturers	manufacturer	NOUN
aiti-11678	28	11	who	who	PRON
aiti-11678	28	12	attempt	attempt	VERB
aiti-11678	28	13	to	to	PART
aiti-11678	28	14	produce	produce	VERB
aiti-11678	28	15	highquality	highquality	NOUN
aiti-11678	28	16	products	product	NOUN
aiti-11678	28	17	in	in	ADP
aiti-11678	28	18	the	the	DET
aiti-11678	28	19	shortest	short	ADJ
aiti-11678	28	20	timeframe	timeframe	NOUN
aiti-11678	28	21	to	to	PART
aiti-11678	28	22	remain	remain	VERB
aiti-11678	28	23	competitive	competitive	ADJ
aiti-11678	28	24	.	.	PUNCT
aiti-11678	29	1	the	the	DET
aiti-11678	29	2	traditional	traditional	ADJ
aiti-11678	29	3	method	method	NOUN
aiti-11678	29	4	of	of	ADP
aiti-11678	29	5	manually	manually	ADV
aiti-11678	29	6	monitoring	monitor	VERB
aiti-11678	29	7	products	product	NOUN
aiti-11678	29	8	to	to	PART
aiti-11678	29	9	calculate	calculate	VERB
aiti-11678	29	10	cycle	cycle	NOUN
aiti-11678	29	11	time	time	NOUN
aiti-11678	29	12	had	have	VERB
aiti-11678	29	13	various	various	ADJ
aiti-11678	29	14	limitations	limitation	NOUN
aiti-11678	29	15	,	,	PUNCT
aiti-11678	29	16	such	such	ADJ
aiti-11678	29	17	as	as	ADP
aiti-11678	29	18	the	the	DET
aiti-11678	29	19	potential	potential	NOUN
aiti-11678	29	20	for	for	ADP
aiti-11678	29	21	human	human	ADJ
aiti-11678	29	22	errors	error	NOUN
aiti-11678	29	23	and	and	CCONJ
aiti-11678	29	24	limited	limited	ADJ
aiti-11678	29	25	data	datum	NOUN
aiti-11678	29	26	collection	collection	NOUN
aiti-11678	29	27	.	.	PUNCT
aiti-11678	30	1	at	at	ADP
aiti-11678	30	2	present	present	ADJ
aiti-11678	30	3	,	,	PUNCT
aiti-11678	30	4	manufacturers	manufacturer	NOUN
aiti-11678	30	5	have	have	AUX
aiti-11678	30	6	adopted	adopt	VERB
aiti-11678	30	7	a	a	DET
aiti-11678	30	8	precise	precise	ADJ
aiti-11678	30	9	and	and	CCONJ
aiti-11678	30	10	efficient	efficient	ADJ
aiti-11678	30	11	approach	approach	NOUN
aiti-11678	30	12	to	to	ADP
aiti-11678	30	13	analyzing	analyze	VERB
aiti-11678	30	14	historical	historical	ADJ
aiti-11678	30	15	data	datum	NOUN
aiti-11678	30	16	for	for	ADP
aiti-11678	30	17	cycle	cycle	NOUN
aiti-11678	30	18	time	time	NOUN
aiti-11678	30	19	calculation	calculation	NOUN
aiti-11678	30	20	,	,	PUNCT
aiti-11678	30	21	that	that	ADV
aiti-11678	30	22	is	is	ADV
aiti-11678	30	23	,	,	PUNCT
aiti-11678	30	24	to	to	PART
aiti-11678	30	25	use	use	VERB
aiti-11678	30	26	barcode	barcode	NOUN
aiti-11678	30	27	/	/	SYM
aiti-11678	30	28	rfid	rfid	NOUN
aiti-11678	30	29	[	[	X
aiti-11678	30	30	1	1	NUM
aiti-11678	30	31	-	-	SYM
aiti-11678	30	32	2	2	NUM
aiti-11678	30	33	]	]	PUNCT
aiti-11678	30	34	and	and	CCONJ
aiti-11678	30	35	statistics	statistic	NOUN
aiti-11678	30	36	.	.	PUNCT
aiti-11678	31	1	the	the	DET
aiti-11678	31	2	queuing	queue	VERB
aiti-11678	31	3	theory	theory	NOUN
aiti-11678	31	4	is	be	AUX
aiti-11678	31	5	a	a	DET
aiti-11678	31	6	widely	widely	ADV
aiti-11678	31	7	used	use	VERB
aiti-11678	31	8	and	and	CCONJ
aiti-11678	31	9	traditional	traditional	ADJ
aiti-11678	31	10	approach	approach	NOUN
aiti-11678	31	11	to	to	ADP
aiti-11678	31	12	analyzing	analyze	VERB
aiti-11678	31	13	and	and	CCONJ
aiti-11678	31	14	predicting	predict	VERB
aiti-11678	31	15	the	the	DET
aiti-11678	31	16	temporal	temporal	ADJ
aiti-11678	31	17	properties	property	NOUN
aiti-11678	31	18	of	of	ADP
aiti-11678	31	19	production	production	NOUN
aiti-11678	31	20	processes	process	NOUN
aiti-11678	31	21	.	.	PUNCT
aiti-11678	32	1	this	this	DET
aiti-11678	32	2	theory	theory	NOUN
aiti-11678	32	3	states	state	VERB
aiti-11678	32	4	that	that	SCONJ
aiti-11678	32	5	production	production	NOUN
aiti-11678	32	6	tasks	task	NOUN
aiti-11678	32	7	arrive	arrive	VERB
aiti-11678	32	8	,	,	PUNCT
aiti-11678	32	9	await	await	VERB
aiti-11678	32	10	maintenance	maintenance	NOUN
aiti-11678	32	11	,	,	PUNCT
aiti-11678	32	12	and	and	CCONJ
aiti-11678	32	13	then	then	ADV
aiti-11678	32	14	exit	exit	NOUN
aiti-11678	32	15	once	once	SCONJ
aiti-11678	32	16	the	the	DET
aiti-11678	32	17	process	process	NOUN
aiti-11678	32	18	is	be	AUX
aiti-11678	32	19	complete	complete	ADJ
aiti-11678	32	20	.	.	PUNCT
aiti-11678	33	1	however	however	ADV
aiti-11678	33	2	,	,	PUNCT
aiti-11678	33	3	queuing	queue	VERB
aiti-11678	33	4	models	model	NOUN
aiti-11678	33	5	[	[	X
aiti-11678	33	6	5	5	X
aiti-11678	33	7	]	]	PUNCT
aiti-11678	33	8	usually	usually	ADV
aiti-11678	33	9	consider	consider	VERB
aiti-11678	33	10	the	the	DET
aiti-11678	33	11	timing	timing	NOUN
aiti-11678	33	12	of	of	ADP
aiti-11678	33	13	each	each	DET
aiti-11678	33	14	station	station	NOUN
aiti-11678	33	15	independently	independently	ADV
aiti-11678	33	16	and	and	CCONJ
aiti-11678	33	17	do	do	AUX
aiti-11678	33	18	not	not	PART
aiti-11678	33	19	capture	capture	VERB
aiti-11678	33	20	the	the	DET
aiti-11678	33	21	dynamic	dynamic	ADJ
aiti-11678	33	22	nature	nature	NOUN
aiti-11678	33	23	of	of	ADP
aiti-11678	33	24	the	the	DET
aiti-11678	33	25	whole	whole	ADJ
aiti-11678	33	26	production	production	NOUN
aiti-11678	33	27	process	process	NOUN
aiti-11678	33	28	.	.	PUNCT
aiti-11678	34	1	the	the	DET
aiti-11678	34	2	main	main	ADJ
aiti-11678	34	3	objective	objective	NOUN
aiti-11678	34	4	of	of	ADP
aiti-11678	34	5	this	this	DET
aiti-11678	34	6	study	study	NOUN
aiti-11678	34	7	is	be	AUX
aiti-11678	34	8	to	to	PART
aiti-11678	34	9	predict	predict	VERB
aiti-11678	34	10	cycle	cycle	NOUN
aiti-11678	34	11	time	time	NOUN
aiti-11678	34	12	and	and	CCONJ
aiti-11678	34	13	throughput	throughput	NOUN
aiti-11678	34	14	time	time	NOUN
aiti-11678	34	15	in	in	ADP
aiti-11678	34	16	a	a	DET
aiti-11678	34	17	production	production	NOUN
aiti-11678	34	18	line	line	NOUN
aiti-11678	34	19	using	use	VERB
aiti-11678	34	20	rssi	rssi	ADJ
aiti-11678	34	21	values	value	NOUN
aiti-11678	34	22	.	.	PUNCT
aiti-11678	35	1	to	to	PART
aiti-11678	35	2	achieve	achieve	VERB
aiti-11678	35	3	this	this	PRON
aiti-11678	35	4	,	,	PUNCT
aiti-11678	35	5	hidden	hide	VERB
aiti-11678	35	6	semi	semi	ADJ
aiti-11678	35	7	-	-	ADJ
aiti-11678	35	8	markov	markov	ADJ
aiti-11678	35	9	models	model	NOUN
aiti-11678	35	10	(	(	PUNCT
aiti-11678	35	11	hsmm	hsmm	INTJ
aiti-11678	35	12	)	)	PUNCT
aiti-11678	35	13	are	be	AUX
aiti-11678	35	14	used	use	VERB
aiti-11678	35	15	to	to	PART
aiti-11678	35	16	analyze	analyze	VERB
aiti-11678	35	17	the	the	DET
aiti-11678	35	18	rssi	rssi	NOUN
aiti-11678	35	19	and	and	CCONJ
aiti-11678	35	20	timestamp	timestamp	ADJ
aiti-11678	35	21	data	datum	NOUN
aiti-11678	35	22	.	.	PUNCT
aiti-11678	36	1	the	the	DET
aiti-11678	36	2	paper	paper	NOUN
aiti-11678	36	3	presents	present	VERB
aiti-11678	36	4	an	an	DET
aiti-11678	36	5	algorithm	algorithm	NOUN
aiti-11678	36	6	to	to	PART
aiti-11678	36	7	determine	determine	VERB
aiti-11678	36	8	the	the	DET
aiti-11678	36	9	model	model	NOUN
aiti-11678	36	10	parameters	parameter	NOUN
aiti-11678	36	11	.	.	PUNCT
aiti-11678	37	1	the	the	DET
aiti-11678	37	2	study	study	NOUN
aiti-11678	37	3	contributes	contribute	VERB
aiti-11678	37	4	to	to	ADP
aiti-11678	37	5	estimating	estimate	VERB
aiti-11678	37	6	both	both	CCONJ
aiti-11678	37	7	cycle	cycle	NOUN
aiti-11678	37	8	and	and	CCONJ
aiti-11678	37	9	throughput	throughput	NOUN
aiti-11678	37	10	time	time	NOUN
aiti-11678	37	11	by	by	ADP
aiti-11678	37	12	using	use	VERB
aiti-11678	37	13	rssi	rssi	ADJ
aiti-11678	37	14	values	value	NOUN
aiti-11678	37	15	.	.	PUNCT
aiti-11678	38	1	furthermore	furthermore	ADV
aiti-11678	38	2	,	,	PUNCT
aiti-11678	38	3	it	it	PRON
aiti-11678	38	4	is	be	AUX
aiti-11678	38	5	a	a	DET
aiti-11678	38	6	new	new	ADJ
aiti-11678	38	7	approach	approach	NOUN
aiti-11678	38	8	compared	compare	VERB
aiti-11678	38	9	to	to	ADP
aiti-11678	38	10	previous	previous	ADJ
aiti-11678	38	11	studies	study	NOUN
aiti-11678	38	12	[	[	X
aiti-11678	38	13	6	6	NUM
aiti-11678	38	14	]	]	PUNCT
aiti-11678	38	15	that	that	PRON
aiti-11678	38	16	mainly	mainly	ADV
aiti-11678	38	17	focused	focus	VERB
aiti-11678	38	18	on	on	ADP
aiti-11678	38	19	tracking	tracking	NOUN
aiti-11678	38	20	and	and	CCONJ
aiti-11678	38	21	monitoring	monitoring	NOUN
aiti-11678	38	22	activities	activity	NOUN
aiti-11678	38	23	.	.	PUNCT
aiti-11678	39	1	this	this	DET
aiti-11678	39	2	paper	paper	NOUN
aiti-11678	39	3	provides	provide	VERB
aiti-11678	39	4	a	a	DET
aiti-11678	39	5	more	more	ADV
aiti-11678	39	6	specific	specific	ADJ
aiti-11678	39	7	and	and	CCONJ
aiti-11678	39	8	comprehensive	comprehensive	ADJ
aiti-11678	39	9	version	version	NOUN
aiti-11678	39	10	of	of	ADP
aiti-11678	39	11	the	the	DET
aiti-11678	39	12	work	work	NOUN
aiti-11678	39	13	[	[	X
aiti-11678	39	14	7	7	X
aiti-11678	39	15	]	]	PUNCT
aiti-11678	39	16	previously	previously	ADV
aiti-11678	39	17	presented	present	VERB
aiti-11678	39	18	,	,	PUNCT
aiti-11678	39	19	including	include	VERB
aiti-11678	39	20	detailed	detailed	ADJ
aiti-11678	39	21	explanations	explanation	NOUN
aiti-11678	39	22	and	and	CCONJ
aiti-11678	39	23	additional	additional	ADJ
aiti-11678	39	24	experiments	experiment	NOUN
aiti-11678	39	25	.	.	PUNCT
aiti-11678	40	1	the	the	DET
aiti-11678	40	2	paper	paper	NOUN
aiti-11678	40	3	is	be	AUX
aiti-11678	40	4	structured	structure	VERB
aiti-11678	40	5	as	as	SCONJ
aiti-11678	40	6	follows	follow	VERB
aiti-11678	40	7	:	:	PUNCT
aiti-11678	40	8	section	section	NOUN
aiti-11678	40	9	2	2	NUM
aiti-11678	40	10	provides	provide	VERB
aiti-11678	40	11	a	a	DET
aiti-11678	40	12	background	background	NOUN
aiti-11678	40	13	on	on	ADP
aiti-11678	40	14	ble	ble	ADJ
aiti-11678	40	15	technology	technology	NOUN
aiti-11678	40	16	and	and	CCONJ
aiti-11678	40	17	introduces	introduce	VERB
aiti-11678	40	18	the	the	DET
aiti-11678	40	19	concept	concept	NOUN
aiti-11678	40	20	of	of	ADP
aiti-11678	40	21	hsmm	hsmm	PROPN
aiti-11678	40	22	.	.	PUNCT
aiti-11678	41	1	while	while	SCONJ
aiti-11678	41	2	section	section	NOUN
aiti-11678	41	3	3	3	NUM
aiti-11678	41	4	elaborates	elaborate	VERB
aiti-11678	41	5	on	on	ADP
aiti-11678	41	6	the	the	DET
aiti-11678	41	7	problem	problem	NOUN
aiti-11678	41	8	and	and	CCONJ
aiti-11678	41	9	presents	present	VERB
aiti-11678	41	10	mathematical	mathematical	ADJ
aiti-11678	41	11	solutions	solution	NOUN
aiti-11678	41	12	based	base	VERB
aiti-11678	41	13	on	on	ADP
aiti-11678	41	14	rssi	rssi	NOUN
aiti-11678	41	15	-	-	PUNCT
aiti-11678	41	16	based	base	VERB
aiti-11678	41	17	data	datum	NOUN
aiti-11678	41	18	.	.	PUNCT
aiti-11678	42	1	in	in	ADP
aiti-11678	42	2	section	section	NOUN
aiti-11678	42	3	4	4	NUM
aiti-11678	42	4	,	,	PUNCT
aiti-11678	42	5	three	three	NUM
aiti-11678	42	6	experiments	experiment	NOUN
aiti-11678	42	7	are	be	AUX
aiti-11678	42	8	conducted	conduct	VERB
aiti-11678	42	9	in	in	ADP
aiti-11678	42	10	numerical	numerical	PROPN
aiti-11678	42	11	,	,	PUNCT
aiti-11678	42	12	simulation	simulation	NOUN
aiti-11678	42	13	,	,	PUNCT
aiti-11678	42	14	and	and	CCONJ
aiti-11678	42	15	real	real	ADJ
aiti-11678	42	16	-	-	PUNCT
aiti-11678	42	17	world	world	NOUN
aiti-11678	42	18	settings	setting	NOUN
aiti-11678	42	19	.	.	PUNCT
aiti-11678	43	1	section	section	NOUN
aiti-11678	43	2	5	5	NUM
aiti-11678	43	3	analyzes	analyze	VERB
aiti-11678	43	4	three	three	NUM
aiti-11678	43	5	case	case	NOUN
aiti-11678	43	6	studies	study	NOUN
aiti-11678	43	7	to	to	PART
aiti-11678	43	8	demonstrate	demonstrate	VERB
aiti-11678	43	9	the	the	DET
aiti-11678	43	10	practical	practical	ADJ
aiti-11678	43	11	application	application	NOUN
aiti-11678	43	12	of	of	ADP
aiti-11678	43	13	the	the	DET
aiti-11678	43	14	proposed	propose	VERB
aiti-11678	43	15	method	method	NOUN
aiti-11678	43	16	.	.	PUNCT
aiti-11678	44	1	finally	finally	ADV
aiti-11678	44	2	,	,	PUNCT
aiti-11678	44	3	section	section	NOUN
aiti-11678	44	4	6	6	NUM
aiti-11678	44	5	discusses	discusse	NOUN
aiti-11678	44	6	and	and	CCONJ
aiti-11678	44	7	concludes	conclude	VERB
aiti-11678	44	8	how	how	SCONJ
aiti-11678	44	9	the	the	DET
aiti-11678	44	10	cycle	cycle	NOUN
aiti-11678	44	11	time	time	NOUN
aiti-11678	44	12	of	of	ADP
aiti-11678	44	13	a	a	DET
aiti-11678	44	14	product	product	NOUN
aiti-11678	44	15	can	can	AUX
aiti-11678	44	16	be	be	AUX
aiti-11678	44	17	computed	compute	VERB
aiti-11678	44	18	with	with	ADP
aiti-11678	44	19	the	the	DET
aiti-11678	44	20	mathematical	mathematical	ADJ
aiti-11678	44	21	solutions	solution	NOUN
aiti-11678	44	22	presented	present	VERB
aiti-11678	44	23	in	in	ADP
aiti-11678	44	24	this	this	DET
aiti-11678	44	25	paper	paper	NOUN
aiti-11678	44	26	.	.	PUNCT
aiti-11678	45	1	2	2	X
aiti-11678	45	2	.	.	X
aiti-11678	45	3	backgrounds	background	NOUN
aiti-11678	45	4	this	this	DET
aiti-11678	45	5	section	section	NOUN
aiti-11678	45	6	provides	provide	VERB
aiti-11678	45	7	an	an	DET
aiti-11678	45	8	overview	overview	NOUN
aiti-11678	45	9	of	of	ADP
aiti-11678	45	10	ble	ble	ADJ
aiti-11678	45	11	technology	technology	NOUN
aiti-11678	45	12	and	and	CCONJ
aiti-11678	45	13	introduces	introduce	VERB
aiti-11678	45	14	the	the	DET
aiti-11678	45	15	concept	concept	NOUN
aiti-11678	45	16	of	of	ADP
aiti-11678	45	17	hsmm	hsmm	PROPN
aiti-11678	45	18	(	(	PUNCT
aiti-11678	45	19	hidden	hide	VERB
aiti-11678	45	20	semi	semi	ADJ
aiti-11678	45	21	-	-	ADJ
aiti-11678	45	22	markov	markov	ADJ
aiti-11678	45	23	model	model	NOUN
aiti-11678	45	24	)	)	PUNCT
aiti-11678	45	25	.	.	PUNCT
aiti-11678	46	1	it	it	PRON
aiti-11678	46	2	presents	present	VERB
aiti-11678	46	3	the	the	DET
aiti-11678	46	4	fundamental	fundamental	ADJ
aiti-11678	46	5	characteristics	characteristic	NOUN
aiti-11678	46	6	of	of	ADP
aiti-11678	46	7	ble	ble	ADJ
aiti-11678	46	8	and	and	CCONJ
aiti-11678	46	9	its	its	PRON
aiti-11678	46	10	practical	practical	ADJ
aiti-11678	46	11	applications	application	NOUN
aiti-11678	46	12	.	.	PUNCT
aiti-11678	47	1	furthermore	furthermore	ADV
aiti-11678	47	2	,	,	PUNCT
aiti-11678	47	3	it	it	PRON
aiti-11678	47	4	discusses	discuss	VERB
aiti-11678	47	5	the	the	DET
aiti-11678	47	6	potential	potential	ADJ
aiti-11678	47	7	use	use	NOUN
aiti-11678	47	8	of	of	ADP
aiti-11678	47	9	hsmm	hsmm	NOUN
aiti-11678	47	10	as	as	ADP
aiti-11678	47	11	a	a	DET
aiti-11678	47	12	solution	solution	NOUN
aiti-11678	47	13	to	to	PART
aiti-11678	47	14	enhance	enhance	VERB
aiti-11678	47	15	the	the	DET
aiti-11678	47	16	capabilities	capability	NOUN
aiti-11678	47	17	of	of	ADP
aiti-11678	47	18	ble	ble	ADJ
aiti-11678	47	19	networks	network	NOUN
aiti-11678	47	20	in	in	ADP
aiti-11678	47	21	comprehending	comprehend	VERB
aiti-11678	47	22	the	the	DET
aiti-11678	47	23	attributes	attribute	NOUN
aiti-11678	47	24	of	of	ADP
aiti-11678	47	25	the	the	DET
aiti-11678	47	26	production	production	NOUN
aiti-11678	47	27	process	process	NOUN
aiti-11678	47	28	.	.	PUNCT
aiti-11678	48	1	2.1	2.1	NUM
aiti-11678	48	2	.	.	PUNCT
aiti-11678	49	1	bluetooth	bluetooth	PROPN
aiti-11678	49	2	low	low	ADJ
aiti-11678	49	3	energy	energy	NOUN
aiti-11678	49	4	(	(	PUNCT
aiti-11678	49	5	ble	ble	ADJ
aiti-11678	49	6	)	)	PUNCT
aiti-11678	49	7	technology	technology	NOUN
aiti-11678	49	8	ble	ble	ADJ
aiti-11678	50	1	[	[	PUNCT
aiti-11678	50	2	6	6	NUM
aiti-11678	50	3	-	-	SYM
aiti-11678	50	4	7	7	NUM
aiti-11678	50	5	]	]	PUNCT
aiti-11678	50	6	technology	technology	NOUN
aiti-11678	50	7	offers	offer	VERB
aiti-11678	50	8	wireless	wireless	ADJ
aiti-11678	50	9	connectivity	connectivity	NOUN
aiti-11678	50	10	with	with	ADP
aiti-11678	50	11	low	low	ADJ
aiti-11678	50	12	cost	cost	NOUN
aiti-11678	50	13	,	,	PUNCT
aiti-11678	50	14	low	low	ADJ
aiti-11678	50	15	power	power	NOUN
aiti-11678	50	16	consumption	consumption	NOUN
aiti-11678	50	17	,	,	PUNCT
aiti-11678	50	18	and	and	CCONJ
aiti-11678	50	19	simple	simple	ADJ
aiti-11678	50	20	installation	installation	NOUN
aiti-11678	50	21	.	.	PUNCT
aiti-11678	51	1	hence	hence	ADV
aiti-11678	51	2	,	,	PUNCT
aiti-11678	51	3	it	it	PRON
aiti-11678	51	4	’s	’	VERB
aiti-11678	51	5	a	a	DET
aiti-11678	51	6	popular	popular	ADJ
aiti-11678	51	7	choice	choice	NOUN
aiti-11678	51	8	for	for	ADP
aiti-11678	51	9	tracking	tracking	NOUN
aiti-11678	51	10	applications	application	NOUN
aiti-11678	51	11	.	.	PUNCT
aiti-11678	52	1	a	a	DET
aiti-11678	52	2	ble	ble	ADJ
aiti-11678	52	3	network	network	NOUN
aiti-11678	52	4	consists	consist	VERB
aiti-11678	52	5	of	of	ADP
aiti-11678	52	6	two	two	NUM
aiti-11678	52	7	types	type	NOUN
aiti-11678	52	8	of	of	ADP
aiti-11678	52	9	devices	device	NOUN
aiti-11678	52	10	:	:	PUNCT
aiti-11678	52	11	ble	ble	ADJ
aiti-11678	52	12	scanners	scanner	NOUN
aiti-11678	52	13	and	and	CCONJ
aiti-11678	52	14	ble	ble	ADJ
aiti-11678	52	15	tags	tag	NOUN
aiti-11678	52	16	.	.	PUNCT
aiti-11678	53	1	typically	typically	ADV
aiti-11678	53	2	,	,	PUNCT
aiti-11678	53	3	ble	ble	ADJ
aiti-11678	53	4	tags	tag	NOUN
aiti-11678	53	5	are	be	AUX
aiti-11678	53	6	battery	battery	NOUN
aiti-11678	53	7	-	-	PUNCT
aiti-11678	53	8	powered	power	VERB
aiti-11678	53	9	devices	device	NOUN
aiti-11678	53	10	that	that	PRON
aiti-11678	53	11	periodically	periodically	ADV
aiti-11678	53	12	broadcast	broadcast	VERB
aiti-11678	53	13	their	their	PRON
aiti-11678	53	14	ids	id	NOUN
aiti-11678	53	15	,	,	PUNCT
aiti-11678	53	16	packet	packet	NOUN
aiti-11678	53	17	-	-	PUNCT
aiti-11678	53	18	embedded	embed	VERB
aiti-11678	53	19	data	datum	NOUN
aiti-11678	53	20	,	,	PUNCT
aiti-11678	53	21	and	and	CCONJ
aiti-11678	53	22	rssi	rssi	ADJ
aiti-11678	53	23	data	datum	NOUN
aiti-11678	53	24	[	[	X
aiti-11678	53	25	8	8	NUM
aiti-11678	53	26	]	]	PUNCT
aiti-11678	53	27	.	.	PUNCT
aiti-11678	54	1	ble	ble	ADJ
aiti-11678	54	2	scanners	scanner	NOUN
aiti-11678	54	3	detect	detect	VERB
aiti-11678	54	4	and	and	CCONJ
aiti-11678	54	5	collect	collect	VERB
aiti-11678	54	6	these	these	DET
aiti-11678	54	7	signals	signal	NOUN
aiti-11678	54	8	along	along	ADP
aiti-11678	54	9	with	with	ADP
aiti-11678	54	10	a	a	DET
aiti-11678	54	11	timestamp	timestamp	NOUN
aiti-11678	54	12	and	and	CCONJ
aiti-11678	54	13	send	send	VERB
aiti-11678	54	14	the	the	DET
aiti-11678	54	15	information	information	NOUN
aiti-11678	54	16	to	to	ADP
aiti-11678	54	17	the	the	DET
aiti-11678	54	18	server	server	NOUN
aiti-11678	54	19	.	.	PUNCT
aiti-11678	55	1	rssi	rssi	NOUN
aiti-11678	55	2	is	be	AUX
aiti-11678	55	3	a	a	DET
aiti-11678	55	4	measurement	measurement	NOUN
aiti-11678	55	5	that	that	PRON
aiti-11678	55	6	indicates	indicate	VERB
aiti-11678	55	7	the	the	DET
aiti-11678	55	8	strength	strength	NOUN
aiti-11678	55	9	of	of	ADP
aiti-11678	55	10	the	the	DET
aiti-11678	55	11	signal	signal	NOUN
aiti-11678	55	12	between	between	ADP
aiti-11678	55	13	a	a	DET
aiti-11678	55	14	ble	ble	ADJ
aiti-11678	55	15	tag	tag	NOUN
aiti-11678	55	16	and	and	CCONJ
aiti-11678	55	17	a	a	DET
aiti-11678	55	18	scanner	scanner	NOUN
aiti-11678	55	19	.	.	PUNCT
aiti-11678	56	1	additionally	additionally	ADV
aiti-11678	56	2	,	,	PUNCT
aiti-11678	56	3	higher	high	ADJ
aiti-11678	56	4	values	value	NOUN
aiti-11678	56	5	represent	represent	VERB
aiti-11678	56	6	a	a	DET
aiti-11678	56	7	stronger	strong	ADJ
aiti-11678	56	8	and	and	CCONJ
aiti-11678	56	9	more	more	ADV
aiti-11678	56	10	dependable	dependable	ADJ
aiti-11678	56	11	connection	connection	NOUN
aiti-11678	56	12	.	.	PUNCT
aiti-11678	57	1	decibels	decibel	NOUN
aiti-11678	57	2	(	(	PUNCT
aiti-11678	57	3	dbm	dbm	PROPN
aiti-11678	57	4	)	)	PUNCT
aiti-11678	57	5	is	be	AUX
aiti-11678	57	6	the	the	DET
aiti-11678	57	7	standard	standard	ADJ
aiti-11678	57	8	unit	unit	NOUN
aiti-11678	57	9	of	of	ADP
aiti-11678	57	10	measurement	measurement	NOUN
aiti-11678	57	11	for	for	ADP
aiti-11678	57	12	rssi	rssi	NOUN
aiti-11678	57	13	.	.	PUNCT
aiti-11678	58	1	there	there	PRON
aiti-11678	58	2	are	be	VERB
aiti-11678	58	3	two	two	NUM
aiti-11678	58	4	major	major	ADJ
aiti-11678	58	5	problems	problem	NOUN
aiti-11678	58	6	in	in	ADP
aiti-11678	58	7	ble	ble	ADJ
aiti-11678	58	8	technology	technology	NOUN
aiti-11678	58	9	to	to	PART
aiti-11678	58	10	monitor	monitor	VERB
aiti-11678	58	11	products	product	NOUN
aiti-11678	58	12	during	during	ADP
aiti-11678	58	13	production	production	NOUN
aiti-11678	58	14	.	.	PUNCT
aiti-11678	59	1	firstly	firstly	ADV
aiti-11678	59	2	,	,	PUNCT
aiti-11678	59	3	the	the	DET
aiti-11678	59	4	rssi	rssi	NOUN
aiti-11678	59	5	can	can	AUX
aiti-11678	59	6	fluctuate	fluctuate	VERB
aiti-11678	59	7	significantly	significantly	ADV
aiti-11678	59	8	,	,	PUNCT
aiti-11678	59	9	even	even	ADV
aiti-11678	59	10	if	if	SCONJ
aiti-11678	59	11	the	the	DET
aiti-11678	59	12	distance	distance	NOUN
aiti-11678	59	13	between	between	ADP
aiti-11678	59	14	the	the	DET
aiti-11678	59	15	ble	ble	ADJ
aiti-11678	59	16	scanner	scanner	NOUN
aiti-11678	59	17	and	and	CCONJ
aiti-11678	59	18	tag	tag	NOUN
aiti-11678	59	19	remains	remain	VERB
aiti-11678	59	20	unchanged	unchanged	ADJ
aiti-11678	59	21	,	,	PUNCT
aiti-11678	59	22	due	due	ADP
aiti-11678	59	23	to	to	ADP
aiti-11678	59	24	interference	interference	NOUN
aiti-11678	59	25	,	,	PUNCT
aiti-11678	59	26	random	random	ADJ
aiti-11678	59	27	noise	noise	NOUN
aiti-11678	59	28	,	,	PUNCT
aiti-11678	59	29	and	and	CCONJ
aiti-11678	59	30	multipath	multipath	NOUN
aiti-11678	59	31	effects	effect	NOUN
aiti-11678	59	32	[	[	X
aiti-11678	59	33	8	8	NUM
aiti-11678	59	34	]	]	PUNCT
aiti-11678	59	35	.	.	PUNCT
aiti-11678	60	1	secondly	secondly	ADV
aiti-11678	60	2	,	,	PUNCT
aiti-11678	60	3	the	the	DET
aiti-11678	60	4	inconsistent	inconsistent	ADJ
aiti-11678	60	5	receiver	receiver	ADJ
aiti-11678	60	6	sensitivity	sensitivity	NOUN
aiti-11678	60	7	of	of	ADP
aiti-11678	60	8	each	each	DET
aiti-11678	60	9	device	device	NOUN
aiti-11678	60	10	[	[	X
aiti-11678	60	11	8	8	X
aiti-11678	60	12	]	]	PUNCT
aiti-11678	60	13	limits	limit	VERB
aiti-11678	60	14	the	the	DET
aiti-11678	60	15	communication	communication	NOUN
aiti-11678	60	16	range	range	NOUN
aiti-11678	60	17	and	and	CCONJ
aiti-11678	60	18	generates	generate	VERB
aiti-11678	60	19	random	random	ADJ
aiti-11678	60	20	and	and	CCONJ
aiti-11678	60	21	insufficient	insufficient	ADJ
aiti-11678	60	22	rssi	rssi	ADJ
aiti-11678	60	23	data	datum	NOUN
aiti-11678	60	24	from	from	ADP
aiti-11678	60	25	the	the	DET
aiti-11678	60	26	scanner	scanner	NOUN
aiti-11678	60	27	.	.	PUNCT
aiti-11678	61	1	to	to	PART
aiti-11678	61	2	illustrate	illustrate	VERB
aiti-11678	61	3	these	these	DET
aiti-11678	61	4	problems	problem	NOUN
aiti-11678	61	5	,	,	PUNCT
aiti-11678	61	6	fig	fig	NOUN
aiti-11678	61	7	.	.	PUNCT
aiti-11678	61	8	2	2	NUM
aiti-11678	61	9	demonstrates	demonstrate	VERB
aiti-11678	61	10	the	the	DET
aiti-11678	61	11	correlation	correlation	NOUN
aiti-11678	61	12	between	between	ADP
aiti-11678	61	13	the	the	DET
aiti-11678	61	14	rssi	rssi	ADJ
aiti-11678	61	15	values	value	NOUN
aiti-11678	61	16	and	and	CCONJ
aiti-11678	61	17	distance	distance	NOUN
aiti-11678	61	18	obtained	obtain	VERB
aiti-11678	61	19	from	from	ADP
aiti-11678	61	20	an	an	DET
aiti-11678	61	21	experiment	experiment	NOUN
aiti-11678	61	22	conducted	conduct	VERB
aiti-11678	61	23	with	with	ADP
aiti-11678	61	24	wemos	wemos	PROPN
aiti-11678	61	25	r32	r32	PROPN
aiti-11678	61	26	(	(	PUNCT
aiti-11678	61	27	esp32	esp32	ADJ
aiti-11678	61	28	)	)	PUNCT
aiti-11678	61	29	boards	board	NOUN
aiti-11678	61	30	.	.	PUNCT
aiti-11678	62	1	advances	advance	NOUN
aiti-11678	62	2	in	in	ADP
aiti-11678	62	3	technology	technology	NOUN
aiti-11678	62	4	innovation	innovation	NOUN
aiti-11678	62	5	,	,	PUNCT
aiti-11678	62	6	vol	vol	NOUN
aiti-11678	62	7	.	.	PROPN
aiti-11678	62	8	8	8	NUM
aiti-11678	62	9	,	,	PUNCT
aiti-11678	62	10	no	no	INTJ
aiti-11678	62	11	.	.	NOUN
aiti-11678	62	12	4	4	NUM
aiti-11678	62	13	,	,	PUNCT
aiti-11678	62	14	2023	2023	NUM
aiti-11678	62	15	,	,	PUNCT
aiti-11678	62	16	pp	pp	ADJ
aiti-11678	62	17	.	.	PUNCT
aiti-11678	63	1	241	241	NUM
aiti-11678	63	2	-	-	SYM
aiti-11678	63	3	253	253	NUM
aiti-11678	63	4	243	243	NUM
aiti-11678	63	5	various	various	ADJ
aiti-11678	63	6	studies	study	NOUN
aiti-11678	63	7	have	have	AUX
aiti-11678	63	8	been	be	AUX
aiti-11678	63	9	conducted	conduct	VERB
aiti-11678	63	10	to	to	PART
aiti-11678	63	11	resolve	resolve	VERB
aiti-11678	63	12	the	the	DET
aiti-11678	63	13	issue	issue	NOUN
aiti-11678	63	14	of	of	ADP
aiti-11678	63	15	rssi	rssi	ADJ
aiti-11678	63	16	fluctuation	fluctuation	NOUN
aiti-11678	63	17	in	in	ADP
aiti-11678	63	18	object	object	NOUN
aiti-11678	63	19	-	-	PUNCT
aiti-11678	63	20	tracking	tracking	NOUN
aiti-11678	63	21	applications	application	NOUN
aiti-11678	63	22	.	.	PUNCT
aiti-11678	64	1	two	two	NUM
aiti-11678	64	2	popular	popular	ADJ
aiti-11678	64	3	methods	method	NOUN
aiti-11678	64	4	for	for	ADP
aiti-11678	64	5	indoor	indoor	ADJ
aiti-11678	64	6	localization	localization	NOUN
aiti-11678	64	7	are	be	AUX
aiti-11678	64	8	trilateration	trilateration	NOUN
aiti-11678	64	9	and	and	CCONJ
aiti-11678	64	10	fingerprinting	fingerprinting	NOUN
aiti-11678	64	11	,	,	PUNCT
aiti-11678	64	12	which	which	PRON
aiti-11678	64	13	utilize	utilize	VERB
aiti-11678	64	14	rssi	rssi	ADJ
aiti-11678	64	15	values	value	NOUN
aiti-11678	64	16	obtained	obtain	VERB
aiti-11678	64	17	from	from	ADP
aiti-11678	64	18	multiple	multiple	ADJ
aiti-11678	64	19	ble	ble	ADJ
aiti-11678	64	20	scanners	scanner	NOUN
aiti-11678	64	21	to	to	PART
aiti-11678	64	22	estimate	estimate	VERB
aiti-11678	64	23	the	the	DET
aiti-11678	64	24	2d	2d	NUM
aiti-11678	64	25	coordinates	coordinate	NOUN
aiti-11678	64	26	of	of	ADP
aiti-11678	64	27	a	a	DET
aiti-11678	64	28	ble	ble	ADJ
aiti-11678	64	29	tag	tag	NOUN
aiti-11678	64	30	[	[	X
aiti-11678	64	31	8	8	NUM
aiti-11678	64	32	]	]	PUNCT
aiti-11678	64	33	.	.	PUNCT
aiti-11678	65	1	however	however	ADV
aiti-11678	65	2	,	,	PUNCT
aiti-11678	65	3	these	these	DET
aiti-11678	65	4	methods	method	NOUN
aiti-11678	65	5	may	may	AUX
aiti-11678	65	6	not	not	PART
aiti-11678	65	7	be	be	AUX
aiti-11678	65	8	suitable	suitable	ADJ
aiti-11678	65	9	for	for	ADP
aiti-11678	65	10	production	production	NOUN
aiti-11678	65	11	environments	environment	NOUN
aiti-11678	65	12	due	due	ADP
aiti-11678	65	13	to	to	ADP
aiti-11678	65	14	their	their	PRON
aiti-11678	65	15	large	large	ADJ
aiti-11678	65	16	coverage	coverage	NOUN
aiti-11678	65	17	area	area	NOUN
aiti-11678	65	18	.	.	PUNCT
aiti-11678	66	1	proximity	proximity	NOUN
aiti-11678	66	2	detection	detection	NOUN
aiti-11678	66	3	presents	present	VERB
aiti-11678	66	4	a	a	DET
aiti-11678	66	5	simpler	simple	ADJ
aiti-11678	66	6	approach	approach	NOUN
aiti-11678	66	7	,	,	PUNCT
aiti-11678	66	8	which	which	PRON
aiti-11678	66	9	estimates	estimate	VERB
aiti-11678	66	10	an	an	DET
aiti-11678	66	11	object	object	NOUN
aiti-11678	66	12	's	's	PART
aiti-11678	66	13	location	location	NOUN
aiti-11678	66	14	by	by	ADP
aiti-11678	66	15	detecting	detect	VERB
aiti-11678	66	16	the	the	DET
aiti-11678	66	17	presence	presence	NOUN
aiti-11678	66	18	of	of	ADP
aiti-11678	66	19	a	a	DET
aiti-11678	66	20	ble	ble	ADJ
aiti-11678	66	21	tag	tag	NOUN
aiti-11678	66	22	near	near	ADP
aiti-11678	66	23	a	a	DET
aiti-11678	66	24	ble	ble	ADJ
aiti-11678	66	25	scanner	scanner	NOUN
aiti-11678	66	26	[	[	NOUN
aiti-11678	66	27	8	8	NUM
aiti-11678	66	28	]	]	PUNCT
aiti-11678	66	29	.	.	PUNCT
aiti-11678	67	1	nonetheless	nonetheless	ADV
aiti-11678	67	2	,	,	PUNCT
aiti-11678	67	3	it	it	PRON
aiti-11678	67	4	may	may	AUX
aiti-11678	67	5	have	have	VERB
aiti-11678	67	6	limitations	limitation	NOUN
aiti-11678	67	7	when	when	SCONJ
aiti-11678	67	8	multiple	multiple	ADJ
aiti-11678	67	9	ble	ble	ADJ
aiti-11678	67	10	scanners	scanner	NOUN
aiti-11678	67	11	give	give	VERB
aiti-11678	67	12	conflicting	conflicting	ADJ
aiti-11678	67	13	results	result	NOUN
aiti-11678	67	14	.	.	PUNCT
aiti-11678	68	1	fig	fig	NOUN
aiti-11678	68	2	.	.	PUNCT
aiti-11678	69	1	2	2	NUM
aiti-11678	69	2	rssi	rssi	NOUN
aiti-11678	69	3	vs	vs	ADP
aiti-11678	69	4	distance	distance	NOUN
aiti-11678	69	5	of	of	ADP
aiti-11678	69	6	ble	ble	ADJ
aiti-11678	69	7	devices	device	NOUN
aiti-11678	69	8	recent	recent	ADJ
aiti-11678	69	9	studies	study	NOUN
aiti-11678	69	10	have	have	AUX
aiti-11678	69	11	shown	show	VERB
aiti-11678	69	12	that	that	SCONJ
aiti-11678	69	13	the	the	DET
aiti-11678	69	14	hidden	hide	VERB
aiti-11678	69	15	markov	markov	NOUN
aiti-11678	69	16	model	model	NOUN
aiti-11678	69	17	(	(	PUNCT
aiti-11678	69	18	hmm	hmm	INTJ
aiti-11678	69	19	)	)	PUNCT
aiti-11678	69	20	has	have	VERB
aiti-11678	69	21	the	the	DET
aiti-11678	69	22	potential	potential	NOUN
aiti-11678	69	23	to	to	PART
aiti-11678	69	24	explain	explain	VERB
aiti-11678	69	25	indoor	indoor	ADJ
aiti-11678	69	26	trajectory	trajectory	NOUN
aiti-11678	69	27	with	with	ADP
aiti-11678	69	28	rssi	rssi	ADJ
aiti-11678	69	29	data	datum	NOUN
aiti-11678	69	30	.	.	PUNCT
aiti-11678	70	1	for	for	ADP
aiti-11678	70	2	example	example	NOUN
aiti-11678	70	3	,	,	PUNCT
aiti-11678	70	4	han	han	PROPN
aiti-11678	70	5	et	et	PROPN
aiti-11678	70	6	al	al	PROPN
aiti-11678	70	7	.	.	PUNCT
aiti-11678	71	1	[	[	X
aiti-11678	71	2	9	9	NUM
aiti-11678	71	3	]	]	PUNCT
aiti-11678	71	4	used	use	VERB
aiti-11678	71	5	the	the	DET
aiti-11678	71	6	ble	ble	ADJ
aiti-11678	71	7	signal	signal	NOUN
aiti-11678	71	8	from	from	ADP
aiti-11678	71	9	the	the	DET
aiti-11678	71	10	smartwatch	smartwatch	NOUN
aiti-11678	71	11	and	and	CCONJ
aiti-11678	71	12	implemented	implement	VERB
aiti-11678	71	13	an	an	DET
aiti-11678	71	14	hmm	hmm	NOUN
aiti-11678	71	15	algorithm	algorithm	NOUN
aiti-11678	71	16	to	to	PART
aiti-11678	71	17	determine	determine	VERB
aiti-11678	71	18	the	the	DET
aiti-11678	71	19	user	user	NOUN
aiti-11678	71	20	’s	’s	PART
aiti-11678	71	21	indoor	indoor	ADJ
aiti-11678	71	22	location	location	NOUN
aiti-11678	71	23	and	and	CCONJ
aiti-11678	71	24	the	the	DET
aiti-11678	71	25	most	most	ADV
aiti-11678	71	26	likely	likely	ADJ
aiti-11678	71	27	sequence	sequence	NOUN
aiti-11678	71	28	based	base	VERB
aiti-11678	71	29	on	on	ADP
aiti-11678	71	30	previous	previous	ADJ
aiti-11678	71	31	rssi	rssi	ADJ
aiti-11678	71	32	data	datum	NOUN
aiti-11678	71	33	.	.	PUNCT
aiti-11678	72	1	similarly	similarly	ADV
aiti-11678	72	2	,	,	PUNCT
aiti-11678	72	3	arslan	arslan	PROPN
aiti-11678	72	4	et	et	PROPN
aiti-11678	72	5	al	al	PROPN
aiti-11678	72	6	.	.	PUNCT
aiti-11678	73	1	[	[	X
aiti-11678	73	2	10	10	NUM
aiti-11678	73	3	]	]	X
aiti-11678	73	4	utilized	utilize	VERB
aiti-11678	73	5	realtime	realtime	NOUN
aiti-11678	73	6	ble	ble	ADJ
aiti-11678	73	7	rssi	rssi	ADJ
aiti-11678	73	8	data	datum	NOUN
aiti-11678	73	9	from	from	ADP
aiti-11678	73	10	the	the	DET
aiti-11678	73	11	construction	construction	NOUN
aiti-11678	73	12	site	site	NOUN
aiti-11678	73	13	and	and	CCONJ
aiti-11678	73	14	hmm	hmm	INTJ
aiti-11678	73	15	to	to	PART
aiti-11678	73	16	identify	identify	VERB
aiti-11678	73	17	semantic	semantic	ADJ
aiti-11678	73	18	trajectories	trajectory	NOUN
aiti-11678	73	19	for	for	ADP
aiti-11678	73	20	extracting	extract	VERB
aiti-11678	73	21	worker	worker	NOUN
aiti-11678	73	22	movement	movement	NOUN
aiti-11678	73	23	awareness	awareness	NOUN
aiti-11678	73	24	to	to	PART
aiti-11678	73	25	improve	improve	VERB
aiti-11678	73	26	safety	safety	NOUN
aiti-11678	73	27	.	.	PUNCT
aiti-11678	74	1	however	however	ADV
aiti-11678	74	2	,	,	PUNCT
aiti-11678	74	3	conventional	conventional	ADJ
aiti-11678	74	4	hmm	hmm	NOUN
aiti-11678	74	5	approaches	approach	NOUN
aiti-11678	74	6	do	do	AUX
aiti-11678	74	7	not	not	PART
aiti-11678	74	8	specify	specify	VERB
aiti-11678	74	9	the	the	DET
aiti-11678	74	10	dwell	dwell	NOUN
aiti-11678	74	11	time	time	NOUN
aiti-11678	74	12	of	of	ADP
aiti-11678	74	13	the	the	DET
aiti-11678	74	14	object	object	NOUN
aiti-11678	74	15	in	in	ADP
aiti-11678	74	16	each	each	DET
aiti-11678	74	17	state	state	NOUN
aiti-11678	74	18	,	,	PUNCT
aiti-11678	74	19	which	which	PRON
aiti-11678	74	20	is	be	AUX
aiti-11678	74	21	not	not	PART
aiti-11678	74	22	likely	likely	ADJ
aiti-11678	74	23	to	to	PART
aiti-11678	74	24	happen	happen	VERB
aiti-11678	74	25	in	in	ADP
aiti-11678	74	26	practical	practical	ADJ
aiti-11678	74	27	scenarios	scenario	NOUN
aiti-11678	74	28	[	[	X
aiti-11678	74	29	11	11	NUM
aiti-11678	74	30	-	-	SYM
aiti-11678	74	31	12	12	NUM
aiti-11678	74	32	]	]	PUNCT
aiti-11678	74	33	.	.	PUNCT
aiti-11678	75	1	the	the	DET
aiti-11678	75	2	hsmm	hsmm	PROPN
aiti-11678	75	3	has	have	AUX
aiti-11678	75	4	been	be	AUX
aiti-11678	75	5	proposed	propose	VERB
aiti-11678	75	6	as	as	ADP
aiti-11678	75	7	an	an	DET
aiti-11678	75	8	extension	extension	NOUN
aiti-11678	75	9	of	of	ADP
aiti-11678	75	10	the	the	DET
aiti-11678	75	11	conventional	conventional	ADJ
aiti-11678	75	12	hmm	hmm	NOUN
aiti-11678	75	13	,	,	PUNCT
aiti-11678	75	14	including	include	VERB
aiti-11678	75	15	the	the	DET
aiti-11678	75	16	modeling	modeling	NOUN
aiti-11678	75	17	of	of	ADP
aiti-11678	75	18	the	the	DET
aiti-11678	75	19	duration	duration	NOUN
aiti-11678	75	20	of	of	ADP
aiti-11678	75	21	each	each	DET
aiti-11678	75	22	state	state	NOUN
aiti-11678	75	23	.	.	PUNCT
aiti-11678	76	1	as	as	ADP
aiti-11678	76	2	a	a	DET
aiti-11678	76	3	result	result	NOUN
aiti-11678	76	4	,	,	PUNCT
aiti-11678	76	5	hsmm	hsmm	PROPN
aiti-11678	76	6	has	have	AUX
aiti-11678	76	7	been	be	AUX
aiti-11678	76	8	successfully	successfully	ADV
aiti-11678	76	9	applied	apply	VERB
aiti-11678	76	10	in	in	ADP
aiti-11678	76	11	indoor	indoor	ADJ
aiti-11678	76	12	tracking	tracking	NOUN
aiti-11678	76	13	[	[	PUNCT
aiti-11678	76	14	11	11	NUM
aiti-11678	76	15	-	-	SYM
aiti-11678	76	16	13	13	NUM
aiti-11678	76	17	]	]	PUNCT
aiti-11678	76	18	and	and	CCONJ
aiti-11678	76	19	various	various	ADJ
aiti-11678	76	20	other	other	ADJ
aiti-11678	76	21	domains	domain	NOUN
aiti-11678	76	22	,	,	PUNCT
aiti-11678	76	23	including	include	VERB
aiti-11678	76	24	human	human	ADJ
aiti-11678	76	25	-	-	PUNCT
aiti-11678	76	26	robot	robot	NOUN
aiti-11678	76	27	collaboration	collaboration	NOUN
aiti-11678	76	28	(	(	PUNCT
aiti-11678	76	29	hrc	hrc	X
aiti-11678	76	30	)	)	PUNCT
aiti-11678	77	1	[	[	X
aiti-11678	77	2	14	14	NUM
aiti-11678	77	3	]	]	PUNCT
aiti-11678	77	4	in	in	ADP
aiti-11678	77	5	assembly	assembly	NOUN
aiti-11678	77	6	scenarios	scenario	NOUN
aiti-11678	77	7	and	and	CCONJ
aiti-11678	77	8	machine	machine	NOUN
aiti-11678	77	9	condition	condition	NOUN
aiti-11678	77	10	recognition	recognition	NOUN
aiti-11678	78	1	[	[	X
aiti-11678	78	2	15	15	NUM
aiti-11678	78	3	]	]	PUNCT
aiti-11678	78	4	.	.	PUNCT
aiti-11678	79	1	despite	despite	SCONJ
aiti-11678	79	2	these	these	DET
aiti-11678	79	3	advancements	advancement	NOUN
aiti-11678	79	4	,	,	PUNCT
aiti-11678	79	5	there	there	PRON
aiti-11678	79	6	is	be	VERB
aiti-11678	79	7	insufficient	insufficient	ADJ
aiti-11678	79	8	literature	literature	NOUN
aiti-11678	79	9	specifically	specifically	ADV
aiti-11678	79	10	focusing	focus	VERB
aiti-11678	79	11	on	on	ADP
aiti-11678	79	12	understanding	understanding	NOUN
aiti-11678	79	13	and	and	CCONJ
aiti-11678	79	14	predicting	predict	VERB
aiti-11678	79	15	temporal	temporal	ADJ
aiti-11678	79	16	characteristics	characteristic	NOUN
aiti-11678	79	17	in	in	ADP
aiti-11678	79	18	production	production	NOUN
aiti-11678	79	19	settings	setting	NOUN
aiti-11678	79	20	.	.	PUNCT
aiti-11678	80	1	2.2	2.2	NUM
aiti-11678	80	2	.	.	PUNCT
aiti-11678	81	1	hidden	hide	VERB
aiti-11678	81	2	semi	semi	ADJ
aiti-11678	81	3	-	-	ADJ
aiti-11678	81	4	markov	markov	ADJ
aiti-11678	81	5	model	model	NOUN
aiti-11678	81	6	(	(	PUNCT
aiti-11678	81	7	hsmm	hsmm	PROPN
aiti-11678	81	8	)	)	PUNCT
aiti-11678	81	9	the	the	DET
aiti-11678	81	10	hmm	hmm	INTJ
aiti-11678	82	1	[	[	X
aiti-11678	82	2	9	9	NUM
aiti-11678	82	3	-	-	SYM
aiti-11678	82	4	11	11	NUM
aiti-11678	82	5	]	]	PUNCT
aiti-11678	82	6	is	be	AUX
aiti-11678	82	7	a	a	DET
aiti-11678	82	8	double	double	ADJ
aiti-11678	82	9	-	-	PUNCT
aiti-11678	82	10	layer	layer	NOUN
aiti-11678	82	11	stochastic	stochastic	ADJ
aiti-11678	82	12	process	process	NOUN
aiti-11678	82	13	that	that	PRON
aiti-11678	82	14	uses	use	VERB
aiti-11678	82	15	the	the	DET
aiti-11678	82	16	markov	markov	NOUN
aiti-11678	82	17	property	property	NOUN
aiti-11678	82	18	to	to	PART
aiti-11678	82	19	model	model	VERB
aiti-11678	82	20	a	a	DET
aiti-11678	82	21	sequence	sequence	NOUN
aiti-11678	82	22	of	of	ADP
aiti-11678	82	23	hidden	hide	VERB
aiti-11678	82	24	states	state	NOUN
aiti-11678	82	25	and	and	CCONJ
aiti-11678	82	26	observed	observed	ADJ
aiti-11678	82	27	outputs	output	NOUN
aiti-11678	82	28	.	.	PUNCT
aiti-11678	83	1	the	the	DET
aiti-11678	83	2	first	first	ADJ
aiti-11678	83	3	layer	layer	NOUN
aiti-11678	83	4	represents	represent	VERB
aiti-11678	83	5	the	the	DET
aiti-11678	83	6	underlying	underlying	ADJ
aiti-11678	83	7	and	and	CCONJ
aiti-11678	83	8	hidden	hidden	ADJ
aiti-11678	83	9	states	state	NOUN
aiti-11678	83	10	of	of	ADP
aiti-11678	83	11	the	the	DET
aiti-11678	83	12	process	process	NOUN
aiti-11678	83	13	,	,	PUNCT
aiti-11678	83	14	which	which	PRON
aiti-11678	83	15	are	be	AUX
aiti-11678	83	16	not	not	PART
aiti-11678	83	17	directly	directly	ADV
aiti-11678	83	18	observable	observable	ADJ
aiti-11678	83	19	.	.	PUNCT
aiti-11678	84	1	the	the	DET
aiti-11678	84	2	second	second	ADJ
aiti-11678	84	3	layer	layer	NOUN
aiti-11678	84	4	symbolizes	symbolize	VERB
aiti-11678	84	5	the	the	DET
aiti-11678	84	6	emission	emission	NOUN
aiti-11678	84	7	states	state	NOUN
aiti-11678	84	8	,	,	PUNCT
aiti-11678	84	9	which	which	PRON
aiti-11678	84	10	are	be	AUX
aiti-11678	84	11	related	relate	VERB
aiti-11678	84	12	to	to	ADP
aiti-11678	84	13	the	the	DET
aiti-11678	84	14	observable	observable	ADJ
aiti-11678	84	15	and	and	CCONJ
aiti-11678	84	16	measurable	measurable	ADJ
aiti-11678	84	17	states	state	NOUN
aiti-11678	84	18	.	.	PUNCT
aiti-11678	85	1	the	the	DET
aiti-11678	85	2	concept	concept	NOUN
aiti-11678	85	3	of	of	ADP
aiti-11678	85	4	hmm	hmm	INTJ
aiti-11678	85	5	comprises	comprise	VERB
aiti-11678	85	6	five	five	NUM
aiti-11678	85	7	components	component	NOUN
aiti-11678	85	8	,	,	PUNCT
aiti-11678	85	9	including	include	VERB
aiti-11678	85	10	state	state	NOUN
aiti-11678	85	11	(	(	PUNCT
aiti-11678	85	12	s	s	NOUN
aiti-11678	85	13	)	)	PUNCT
aiti-11678	85	14	,	,	PUNCT
aiti-11678	85	15	initial	initial	ADJ
aiti-11678	85	16	state	state	NOUN
aiti-11678	85	17	probability	probability	NOUN
aiti-11678	85	18	(	(	PUNCT
aiti-11678	85	19	π	π	NOUN
aiti-11678	85	20	)	)	PUNCT
aiti-11678	85	21	,	,	PUNCT
aiti-11678	85	22	transition	transition	NOUN
aiti-11678	85	23	probability	probability	NOUN
aiti-11678	85	24	matrix	matrix	NOUN
aiti-11678	85	25	(	(	PUNCT
aiti-11678	85	26	a	a	X
aiti-11678	85	27	)	)	PUNCT
aiti-11678	85	28	,	,	PUNCT
aiti-11678	85	29	observation	observation	NOUN
aiti-11678	85	30	state	state	NOUN
aiti-11678	85	31	(	(	PUNCT
aiti-11678	85	32	o	o	NOUN
aiti-11678	85	33	)	)	PUNCT
aiti-11678	85	34	,	,	PUNCT
aiti-11678	85	35	and	and	CCONJ
aiti-11678	85	36	emission	emission	NOUN
aiti-11678	85	37	probability	probability	NOUN
aiti-11678	85	38	matrix	matrix	NOUN
aiti-11678	85	39	(	(	PUNCT
aiti-11678	85	40	b	b	NOUN
aiti-11678	85	41	)	)	PUNCT
aiti-11678	85	42	.	.	PUNCT
aiti-11678	86	1	the	the	DET
aiti-11678	86	2	emission	emission	NOUN
aiti-11678	86	3	probability	probability	NOUN
aiti-11678	86	4	matrix	matrix	NOUN
aiti-11678	86	5	(	(	PUNCT
aiti-11678	86	6	b	b	NOUN
aiti-11678	86	7	)	)	PUNCT
aiti-11678	86	8	defines	define	VERB
aiti-11678	86	9	the	the	DET
aiti-11678	86	10	probability	probability	NOUN
aiti-11678	86	11	of	of	ADP
aiti-11678	86	12	an	an	DET
aiti-11678	86	13	observation	observation	NOUN
aiti-11678	86	14	�	�	NOUN
aiti-11678	86	15	�	�	PROPN
aiti-11678	86	16	at	at	ADP
aiti-11678	86	17	any	any	DET
aiti-11678	86	18	given	give	VERB
aiti-11678	86	19	time	time	NOUN
aiti-11678	86	20	instance	instance	PROPN
aiti-11678	86	21	t	t	PROPN
aiti-11678	86	22	to	to	PART
aiti-11678	86	23	determine	determine	VERB
aiti-11678	86	24	a	a	DET
aiti-11678	86	25	state	state	NOUN
aiti-11678	86	26	�	�	PROPN
aiti-11678	86	27	∈	∈	PROPN
aiti-11678	86	28	�	�	PROPN
aiti-11678	86	29	1,2	1,2	NUM
aiti-11678	86	30	,	,	PUNCT
aiti-11678	86	31	⋯	⋯	PROPN
aiti-11678	86	32	,	,	PUNCT
aiti-11678	86	33	�	�	PROPN
aiti-11678	86	34	.	.	PUNCT
aiti-11678	87	1	the	the	DET
aiti-11678	87	2	transition	transition	NOUN
aiti-11678	87	3	probability	probability	NOUN
aiti-11678	87	4	matrix	matrix	NOUN
aiti-11678	87	5	a	a	PRON
aiti-11678	87	6	represents	represent	VERB
aiti-11678	87	7	the	the	DET
aiti-11678	87	8	probability	probability	NOUN
aiti-11678	87	9	of	of	ADP
aiti-11678	87	10	moving	move	VERB
aiti-11678	87	11	from	from	ADP
aiti-11678	87	12	one	one	NUM
aiti-11678	87	13	hidden	hide	VERB
aiti-11678	87	14	state	state	NOUN
aiti-11678	87	15	to	to	ADP
aiti-11678	87	16	another	another	PRON
aiti-11678	87	17	.	.	PUNCT
aiti-11678	88	1	these	these	DET
aiti-11678	88	2	transition	transition	NOUN
aiti-11678	88	3	probabilities	probability	NOUN
aiti-11678	88	4	are	be	AUX
aiti-11678	88	5	to	to	PART
aiti-11678	88	6	calculate	calculate	VERB
aiti-11678	88	7	the	the	DET
aiti-11678	88	8	probability	probability	NOUN
aiti-11678	88	9	of	of	ADP
aiti-11678	88	10	states	state	NOUN
aiti-11678	88	11	given	give	VERB
aiti-11678	88	12	a	a	DET
aiti-11678	88	13	sequence	sequence	NOUN
aiti-11678	88	14	of	of	ADP
aiti-11678	88	15	observations	observation	NOUN
aiti-11678	88	16	.	.	PUNCT
aiti-11678	89	1	the	the	DET
aiti-11678	89	2	markov	markov	NOUN
aiti-11678	89	3	property	property	NOUN
aiti-11678	89	4	means	mean	VERB
aiti-11678	89	5	that	that	SCONJ
aiti-11678	89	6	the	the	DET
aiti-11678	89	7	probability	probability	NOUN
aiti-11678	89	8	of	of	ADP
aiti-11678	89	9	transitioning	transition	VERB
aiti-11678	89	10	from	from	ADP
aiti-11678	89	11	one	one	NUM
aiti-11678	89	12	state	state	NOUN
aiti-11678	89	13	to	to	ADP
aiti-11678	89	14	another	another	PRON
aiti-11678	89	15	only	only	ADV
aiti-11678	89	16	depends	depend	VERB
aiti-11678	89	17	on	on	ADP
aiti-11678	89	18	the	the	DET
aiti-11678	89	19	current	current	ADJ
aiti-11678	89	20	state	state	NOUN
aiti-11678	89	21	.	.	PUNCT
aiti-11678	90	1	and	and	CCONJ
aiti-11678	90	2	the	the	DET
aiti-11678	90	3	hmm	hmm	NOUN
aiti-11678	90	4	uses	use	VERB
aiti-11678	90	5	the	the	DET
aiti-11678	90	6	markov	markov	NOUN
aiti-11678	90	7	property	property	NOUN
aiti-11678	90	8	as	as	ADP
aiti-11678	90	9	the	the	DET
aiti-11678	90	10	prediction	prediction	NOUN
aiti-11678	90	11	of	of	ADP
aiti-11678	90	12	the	the	DET
aiti-11678	90	13	next	next	ADJ
aiti-11678	90	14	state	state	NOUN
aiti-11678	90	15	based	base	VERB
aiti-11678	90	16	on	on	ADP
aiti-11678	90	17	the	the	DET
aiti-11678	90	18	current	current	ADJ
aiti-11678	90	19	state	state	NOUN
aiti-11678	90	20	.	.	PUNCT
aiti-11678	91	1	since	since	SCONJ
aiti-11678	91	2	rssi	rssi	ADJ
aiti-11678	91	3	information	information	NOUN
aiti-11678	91	4	being	be	AUX
aiti-11678	91	5	used	use	VERB
aiti-11678	91	6	as	as	ADP
aiti-11678	91	7	observation	observation	NOUN
aiti-11678	91	8	o	o	NOUN
aiti-11678	91	9	may	may	AUX
aiti-11678	91	10	not	not	PART
aiti-11678	91	11	imply	imply	VERB
aiti-11678	91	12	the	the	DET
aiti-11678	91	13	exact	exact	ADJ
aiti-11678	91	14	location	location	NOUN
aiti-11678	91	15	of	of	ADP
aiti-11678	91	16	a	a	DET
aiti-11678	91	17	device	device	NOUN
aiti-11678	91	18	,	,	PUNCT
aiti-11678	91	19	this	this	DET
aiti-11678	91	20	paper	paper	NOUN
aiti-11678	91	21	considers	consider	VERB
aiti-11678	91	22	various	various	ADJ
aiti-11678	91	23	stages	stage	NOUN
aiti-11678	91	24	of	of	ADP
aiti-11678	91	25	production	production	NOUN
aiti-11678	91	26	,	,	PUNCT
aiti-11678	91	27	such	such	ADJ
aiti-11678	91	28	as	as	ADP
aiti-11678	91	29	material	material	ADJ
aiti-11678	91	30	preparation	preparation	NOUN
aiti-11678	91	31	,	,	PUNCT
aiti-11678	91	32	process	process	NOUN
aiti-11678	91	33	,	,	PUNCT
aiti-11678	91	34	and	and	CCONJ
aiti-11678	91	35	completion	completion	NOUN
aiti-11678	91	36	as	as	ADP
aiti-11678	91	37	the	the	DET
aiti-11678	91	38	set	set	NOUN
aiti-11678	91	39	of	of	ADP
aiti-11678	91	40	hidden	hide	VERB
aiti-11678	91	41	states	state	NOUN
aiti-11678	91	42	s.	s.	PROPN
aiti-11678	91	43	advances	advance	VERB
aiti-11678	91	44	in	in	ADP
aiti-11678	91	45	technology	technology	NOUN
aiti-11678	91	46	innovation	innovation	NOUN
aiti-11678	91	47	,	,	PUNCT
aiti-11678	91	48	vol	vol	NOUN
aiti-11678	91	49	.	.	PROPN
aiti-11678	91	50	8	8	NUM
aiti-11678	91	51	,	,	PUNCT
aiti-11678	91	52	no	no	INTJ
aiti-11678	91	53	.	.	NOUN
aiti-11678	91	54	4	4	NUM
aiti-11678	91	55	,	,	PUNCT
aiti-11678	91	56	2023	2023	NUM
aiti-11678	91	57	,	,	PUNCT
aiti-11678	91	58	pp	pp	ADJ
aiti-11678	91	59	.	.	PUNCT
aiti-11678	92	1	241	241	NUM
aiti-11678	92	2	-	-	SYM
aiti-11678	92	3	253	253	NUM
aiti-11678	92	4	244	244	NUM
aiti-11678	92	5	the	the	DET
aiti-11678	92	6	transition	transition	NOUN
aiti-11678	92	7	probability	probability	NOUN
aiti-11678	92	8	matrix	matrix	NOUN
aiti-11678	92	9	a	a	PRON
aiti-11678	92	10	in	in	ADP
aiti-11678	92	11	an	an	DET
aiti-11678	92	12	hmm	hmm	NOUN
aiti-11678	92	13	is	be	AUX
aiti-11678	92	14	time	time	NOUN
aiti-11678	92	15	-	-	PUNCT
aiti-11678	92	16	independent	independent	ADJ
aiti-11678	92	17	,	,	PUNCT
aiti-11678	92	18	which	which	PRON
aiti-11678	92	19	is	be	AUX
aiti-11678	92	20	not	not	PART
aiti-11678	92	21	suitable	suitable	ADJ
aiti-11678	92	22	for	for	ADP
aiti-11678	92	23	modeling	model	VERB
aiti-11678	92	24	temporal	temporal	ADJ
aiti-11678	92	25	behaviors	behavior	NOUN
aiti-11678	92	26	.	.	PUNCT
aiti-11678	93	1	the	the	DET
aiti-11678	93	2	hsmm	hsmm	PROPN
aiti-11678	93	3	[	[	X
aiti-11678	93	4	14	14	NUM
aiti-11678	93	5	-	-	SYM
aiti-11678	93	6	17	17	NUM
aiti-11678	93	7	]	]	PUNCT
aiti-11678	93	8	addresses	address	NOUN
aiti-11678	93	9	this	this	DET
aiti-11678	93	10	issue	issue	NOUN
aiti-11678	93	11	by	by	ADP
aiti-11678	93	12	introducing	introduce	VERB
aiti-11678	93	13	the	the	DET
aiti-11678	93	14	variable	variable	ADJ
aiti-11678	93	15	duration	duration	NOUN
aiti-11678	93	16	d	d	PROPN
aiti-11678	93	17	,	,	PUNCT
aiti-11678	93	18	which	which	PRON
aiti-11678	93	19	signifies	signify	VERB
aiti-11678	93	20	the	the	DET
aiti-11678	93	21	time	time	NOUN
aiti-11678	93	22	in	in	ADP
aiti-11678	93	23	each	each	DET
aiti-11678	93	24	state	state	NOUN
aiti-11678	93	25	.	.	PUNCT
aiti-11678	94	1	fig	fig	NOUN
aiti-11678	94	2	.	.	PUNCT
aiti-11678	95	1	3	3	NUM
aiti-11678	95	2	illustrates	illustrate	VERB
aiti-11678	95	3	two	two	NUM
aiti-11678	95	4	primary	primary	ADJ
aiti-11678	95	5	characteristics	characteristic	NOUN
aiti-11678	95	6	of	of	ADP
aiti-11678	95	7	an	an	DET
aiti-11678	95	8	hsmm	hsmm	NOUN
aiti-11678	95	9	that	that	PRON
aiti-11678	95	10	distinguish	distinguish	VERB
aiti-11678	95	11	it	it	PRON
aiti-11678	95	12	from	from	ADP
aiti-11678	95	13	an	an	DET
aiti-11678	95	14	hmm	hmm	NOUN
aiti-11678	96	1	[	[	X
aiti-11678	96	2	13	13	NUM
aiti-11678	96	3	]	]	NUM
aiti-11678	96	4	:	:	PUNCT
aiti-11678	96	5	(	(	PUNCT
aiti-11678	96	6	1	1	X
aiti-11678	96	7	)	)	PUNCT
aiti-11678	96	8	the	the	DET
aiti-11678	96	9	probability	probability	NOUN
aiti-11678	96	10	of	of	ADP
aiti-11678	96	11	self	self	NOUN
aiti-11678	96	12	-	-	PUNCT
aiti-11678	96	13	transition	transition	NOUN
aiti-11678	96	14	is	be	AUX
aiti-11678	96	15	assumed	assume	VERB
aiti-11678	96	16	to	to	PART
aiti-11678	96	17	be	be	AUX
aiti-11678	96	18	zero	zero	NUM
aiti-11678	96	19	,	,	PUNCT
aiti-11678	96	20	i.e.	i.e.	X
aiti-11678	96	21	,	,	PUNCT
aiti-11678	96	22	�	�	PROPN
aiti-11678	96	23	�	�	PROPN
aiti-11678	96	24	0	0	PUNCT
aiti-11678	97	1	no	no	DET
aiti-11678	97	2	return	return	NOUN
aiti-11678	97	3	to	to	ADP
aiti-11678	97	4	the	the	DET
aiti-11678	97	5	same	same	ADJ
aiti-11678	97	6	state	state	NOUN
aiti-11678	97	7	.	.	PUNCT
aiti-11678	98	1	(	(	PUNCT
aiti-11678	98	2	2	2	X
aiti-11678	98	3	)	)	PUNCT
aiti-11678	98	4	the	the	DET
aiti-11678	98	5	transition	transition	NOUN
aiti-11678	98	6	from	from	ADP
aiti-11678	98	7	a	a	DET
aiti-11678	98	8	single	single	ADJ
aiti-11678	98	9	state	state	NOUN
aiti-11678	98	10	depends	depend	VERB
aiti-11678	98	11	upon	upon	SCONJ
aiti-11678	98	12	the	the	DET
aiti-11678	98	13	sojourn	sojourn	NOUN
aiti-11678	98	14	duration	duration	NOUN
aiti-11678	98	15	or	or	CCONJ
aiti-11678	98	16	the	the	DET
aiti-11678	98	17	time	time	NOUN
aiti-11678	98	18	spent	spend	VERB
aiti-11678	98	19	in	in	ADP
aiti-11678	98	20	that	that	DET
aiti-11678	98	21	state	state	NOUN
aiti-11678	98	22	.	.	PUNCT
aiti-11678	99	1	these	these	DET
aiti-11678	99	2	properties	property	NOUN
aiti-11678	99	3	of	of	ADP
aiti-11678	99	4	the	the	DET
aiti-11678	99	5	hsmm	hsmm	PROPN
aiti-11678	99	6	allow	allow	VERB
aiti-11678	99	7	for	for	ADP
aiti-11678	99	8	the	the	DET
aiti-11678	99	9	representation	representation	NOUN
aiti-11678	99	10	of	of	ADP
aiti-11678	99	11	variable	variable	ADJ
aiti-11678	99	12	state	state	NOUN
aiti-11678	99	13	durations	duration	NOUN
aiti-11678	99	14	,	,	PUNCT
aiti-11678	99	15	making	make	VERB
aiti-11678	99	16	it	it	PRON
aiti-11678	99	17	possible	possible	ADJ
aiti-11678	99	18	to	to	PART
aiti-11678	99	19	estimate	estimate	VERB
aiti-11678	99	20	the	the	DET
aiti-11678	99	21	duration	duration	NOUN
aiti-11678	99	22	or	or	CCONJ
aiti-11678	99	23	cycle	cycle	NOUN
aiti-11678	99	24	time	time	NOUN
aiti-11678	99	25	of	of	ADP
aiti-11678	99	26	each	each	DET
aiti-11678	99	27	stage	stage	NOUN
aiti-11678	99	28	in	in	ADP
aiti-11678	99	29	the	the	DET
aiti-11678	99	30	production	production	NOUN
aiti-11678	99	31	process	process	NOUN
aiti-11678	99	32	which	which	PRON
aiti-11678	99	33	conventional	conventional	ADJ
aiti-11678	99	34	hmm	hmm	INTJ
aiti-11678	99	35	fails	fail	VERB
aiti-11678	99	36	to	to	PART
aiti-11678	99	37	achieve	achieve	VERB
aiti-11678	99	38	.	.	PUNCT
aiti-11678	100	1	(	(	PUNCT
aiti-11678	100	2	a	a	X
aiti-11678	100	3	)	)	PUNCT
aiti-11678	100	4	hmm	hmm	INTJ
aiti-11678	100	5	(	(	PUNCT
aiti-11678	100	6	b	b	NOUN
aiti-11678	100	7	)	)	PUNCT
aiti-11678	100	8	hsmm	hsmm	PROPN
aiti-11678	100	9	fig	fig	NOUN
aiti-11678	100	10	.	.	PUNCT
aiti-11678	101	1	3	3	NUM
aiti-11678	101	2	graphical	graphical	ADJ
aiti-11678	101	3	representation	representation	NOUN
aiti-11678	101	4	of	of	ADP
aiti-11678	101	5	hmm	hmm	INTJ
aiti-11678	101	6	and	and	CCONJ
aiti-11678	101	7	hsmm	hsmm	VERB
aiti-11678	101	8	in	in	ADP
aiti-11678	101	9	this	this	DET
aiti-11678	101	10	study	study	NOUN
aiti-11678	101	11	,	,	PUNCT
aiti-11678	101	12	the	the	DET
aiti-11678	101	13	ble	ble	ADJ
aiti-11678	101	14	scanning	scanning	NOUN
aiti-11678	101	15	pattern	pattern	NOUN
aiti-11678	101	16	is	be	AUX
aiti-11678	101	17	analyzed	analyze	VERB
aiti-11678	101	18	by	by	ADP
aiti-11678	101	19	using	use	VERB
aiti-11678	101	20	a	a	DET
aiti-11678	101	21	discrete	discrete	ADJ
aiti-11678	101	22	time	time	NOUN
aiti-11678	101	23	approach	approach	NOUN
aiti-11678	101	24	,	,	PUNCT
aiti-11678	101	25	where	where	SCONJ
aiti-11678	101	26	an	an	DET
aiti-11678	101	27	epoch	epoch	NOUN
aiti-11678	101	28	is	be	AUX
aiti-11678	101	29	defined	define	VERB
aiti-11678	101	30	as	as	ADP
aiti-11678	101	31	�	�	PROPN
aiti-11678	101	32	∈	∈	PROPN
aiti-11678	101	33	�	�	PROPN
aiti-11678	101	34	1,2	1,2	NUM
aiti-11678	101	35	,	,	PUNCT
aiti-11678	101	36	⋯	⋯	PROPN
aiti-11678	101	37	,	,	PUNCT
aiti-11678	101	38	∞	∞	PROPN
aiti-11678	101	39	�	�	PROPN
aiti-11678	101	40	.	.	PUNCT
aiti-11678	102	1	to	to	PART
aiti-11678	102	2	simplify	simplify	VERB
aiti-11678	102	3	computations	computation	NOUN
aiti-11678	102	4	,	,	PUNCT
aiti-11678	102	5	the	the	DET
aiti-11678	102	6	duration	duration	NOUN
aiti-11678	102	7	of	of	ADP
aiti-11678	102	8	each	each	DET
aiti-11678	102	9	state	state	NOUN
aiti-11678	102	10	is	be	AUX
aiti-11678	102	11	treated	treat	VERB
aiti-11678	102	12	as	as	ADP
aiti-11678	102	13	a	a	DET
aiti-11678	102	14	discrete	discrete	ADJ
aiti-11678	102	15	random	random	ADJ
aiti-11678	102	16	variable	variable	NOUN
aiti-11678	102	17	and	and	CCONJ
aiti-11678	102	18	bounded	bound	VERB
aiti-11678	102	19	by	by	ADP
aiti-11678	102	20	an	an	DET
aiti-11678	102	21	integer	integer	NOUN
aiti-11678	102	22	value	value	NOUN
aiti-11678	102	23	�	�	PROPN
aiti-11678	102	24	�	�	PROPN
aiti-11678	102	25	1	1	NUM
aiti-11678	102	26	.	.	PUNCT
aiti-11678	103	1	the	the	DET
aiti-11678	103	2	probability	probability	NOUN
aiti-11678	103	3	of	of	ADP
aiti-11678	103	4	duration	duration	NOUN
aiti-11678	103	5	for	for	ADP
aiti-11678	103	6	state	state	NOUN
aiti-11678	103	7	i	i	PRON
aiti-11678	103	8	have	have	AUX
aiti-11678	103	9	given	give	VERB
aiti-11678	103	10	d	d	PROPN
aiti-11678	103	11	is	be	AUX
aiti-11678	103	12	represented	represent	VERB
aiti-11678	103	13	by	by	ADP
aiti-11678	103	14	�	�	PROPN
aiti-11678	103	15	�	�	PROPN
aiti-11678	103	16	�	�	PROPN
aiti-11678	103	17	�	�	PROPN
aiti-11678	103	18	,	,	PUNCT
aiti-11678	103	19	where	where	SCONJ
aiti-11678	103	20	�	�	PROPN
aiti-11678	103	21	∈	∈	PROPN
aiti-11678	103	22	�	�	PROPN
aiti-11678	103	23	1	1	NUM
aiti-11678	103	24	,	,	PUNCT
aiti-11678	103	25	�	�	PROPN
aiti-11678	103	26	and	and	CCONJ
aiti-11678	103	27	�	�	PROPN
aiti-11678	103	28	∈	∈	PROPN
aiti-11678	103	29	�	�	PROPN
aiti-11678	103	30	1	1	NUM
aiti-11678	103	31	,	,	PUNCT
aiti-11678	103	32	�	�	PROPN
aiti-11678	103	33	�	�	PROPN
aiti-11678	103	34	.	.	PUNCT
aiti-11678	104	1	(	(	PUNCT
aiti-11678	104	2	)	)	PUNCT
aiti-11678	104	3	(	(	PUNCT
aiti-11678	104	4	)	)	PUNCT
aiti-11678	104	5	i	i	PRON
aiti-11678	104	6	r	r	VERB
aiti-11678	104	7	tp	tp	ADP
aiti-11678	105	1	d	d	PROPN
aiti-11678	105	2	p	p	PROPN
aiti-11678	105	3	d	d	PROPN
aiti-11678	105	4	s	s	X
aiti-11678	105	5	i=	i=	NOUN
aiti-11678	105	6	=	=	SYM
aiti-11678	105	7	(	(	PUNCT
aiti-11678	105	8	1	1	X
aiti-11678	105	9	)	)	PUNCT
aiti-11678	105	10	the	the	DET
aiti-11678	105	11	constraint	constraint	NOUN
aiti-11678	105	12	for	for	ADP
aiti-11678	105	13	�	�	PROPN
aiti-11678	105	14	�	�	PROPN
aiti-11678	105	15	�	�	PROPN
aiti-11678	105	16	�	�	PROPN
aiti-11678	105	17	is	be	AUX
aiti-11678	105	18	that	that	SCONJ
aiti-11678	105	19	the	the	DET
aiti-11678	105	20	sum	sum	NOUN
aiti-11678	105	21	of	of	ADP
aiti-11678	105	22	�	�	PROPN
aiti-11678	105	23	�	�	PROPN
aiti-11678	105	24	�	�	PROPN
aiti-11678	105	25	�	�	PROPN
aiti-11678	105	26	from	from	ADP
aiti-11678	105	27	�	�	PROPN
aiti-11678	105	28	�	�	PROPN
aiti-11678	105	29	1	1	NUM
aiti-11678	105	30	to	to	ADP
aiti-11678	105	31	d	d	NOUN
aiti-11678	105	32	is	be	AUX
aiti-11678	105	33	equal	equal	ADJ
aiti-11678	105	34	to	to	ADP
aiti-11678	105	35	1	1	NUM
aiti-11678	105	36	for	for	ADP
aiti-11678	105	37	all	all	DET
aiti-11678	105	38	states	state	NOUN
aiti-11678	105	39	�	�	PROPN
aiti-11678	106	1	[	[	X
aiti-11678	106	2	7	7	NUM
aiti-11678	106	3	]	]	PUNCT
aiti-11678	106	4	.	.	PUNCT
aiti-11678	107	1	there	there	PRON
aiti-11678	107	2	are	be	VERB
aiti-11678	107	3	three	three	NUM
aiti-11678	107	4	basic	basic	ADJ
aiti-11678	107	5	problems	problem	NOUN
aiti-11678	107	6	with	with	ADP
aiti-11678	107	7	the	the	DET
aiti-11678	107	8	hsmm	hsmm	PROPN
aiti-11678	107	9	framework	framework	NOUN
aiti-11678	107	10	used	use	VERB
aiti-11678	107	11	in	in	ADP
aiti-11678	107	12	academic	academic	ADJ
aiti-11678	107	13	works	work	NOUN
aiti-11678	107	14	[	[	X
aiti-11678	107	15	7	7	NUM
aiti-11678	107	16	,	,	PUNCT
aiti-11678	107	17	13	13	NUM
aiti-11678	107	18	]	]	NUM
aiti-11678	107	19	:	:	PUNCT
aiti-11678	107	20	(	(	PUNCT
aiti-11678	107	21	1	1	X
aiti-11678	107	22	)	)	PUNCT
aiti-11678	107	23	likelihood	likelihood	NOUN
aiti-11678	107	24	problem	problem	NOUN
aiti-11678	107	25	:	:	PUNCT
aiti-11678	107	26	this	this	PRON
aiti-11678	107	27	involves	involve	VERB
aiti-11678	107	28	computing	compute	VERB
aiti-11678	107	29	the	the	DET
aiti-11678	107	30	likelihood	likelihood	NOUN
aiti-11678	107	31	of	of	ADP
aiti-11678	107	32	an	an	DET
aiti-11678	107	33	observed	observed	ADJ
aiti-11678	107	34	sequence	sequence	NOUN
aiti-11678	107	35	o	o	NOUN
aiti-11678	107	36	given	give	VERB
aiti-11678	107	37	an	an	DET
aiti-11678	107	38	hsmm	hsmm	PROPN
aiti-11678	107	39	parameter	parameter	PROPN
aiti-11678	107	40	�	�	PROPN
aiti-11678	107	41	.	.	PUNCT
aiti-11678	108	1	(	(	PUNCT
aiti-11678	108	2	2	2	X
aiti-11678	108	3	)	)	PUNCT
aiti-11678	108	4	decoding	decode	VERB
aiti-11678	108	5	problem	problem	NOUN
aiti-11678	108	6	:	:	PUNCT
aiti-11678	108	7	this	this	PRON
aiti-11678	108	8	refers	refer	VERB
aiti-11678	108	9	to	to	ADP
aiti-11678	108	10	the	the	DET
aiti-11678	108	11	problem	problem	NOUN
aiti-11678	108	12	of	of	ADP
aiti-11678	108	13	finding	find	VERB
aiti-11678	108	14	the	the	DET
aiti-11678	108	15	optimal	optimal	ADJ
aiti-11678	108	16	state	state	NOUN
aiti-11678	108	17	sequence	sequence	NOUN
aiti-11678	108	18	given	give	VERB
aiti-11678	108	19	an	an	DET
aiti-11678	108	20	observed	observed	ADJ
aiti-11678	108	21	sequence	sequence	NOUN
aiti-11678	108	22	o	o	NOUN
aiti-11678	108	23	and	and	CCONJ
aiti-11678	108	24	an	an	DET
aiti-11678	108	25	hsmm	hsmm	PROPN
aiti-11678	108	26	parameter	parameter	PROPN
aiti-11678	108	27	�	�	PROPN
aiti-11678	108	28	.	.	PUNCT
aiti-11678	109	1	(	(	PUNCT
aiti-11678	109	2	3	3	X
aiti-11678	109	3	)	)	PUNCT
aiti-11678	109	4	learning	learn	VERB
aiti-11678	109	5	problem	problem	NOUN
aiti-11678	109	6	:	:	PUNCT
aiti-11678	109	7	this	this	PRON
aiti-11678	109	8	involves	involve	VERB
aiti-11678	109	9	estimating	estimate	VERB
aiti-11678	109	10	an	an	DET
aiti-11678	109	11	hsmm	hsmm	PROPN
aiti-11678	109	12	parameter	parameter	PROPN
aiti-11678	109	13	�	�	PROPN
aiti-11678	109	14	from	from	ADP
aiti-11678	109	15	an	an	DET
aiti-11678	109	16	observed	observed	ADJ
aiti-11678	109	17	sequence	sequence	NOUN
aiti-11678	109	18	o.	o.	INTJ
aiti-11678	110	1	it	it	PRON
aiti-11678	110	2	re	re	VERB
aiti-11678	110	3	-	-	NOUN
aiti-11678	110	4	estimates	estimate	VERB
aiti-11678	110	5	the	the	DET
aiti-11678	110	6	distribution	distribution	NOUN
aiti-11678	110	7	of	of	ADP
aiti-11678	110	8	transitions	transition	NOUN
aiti-11678	110	9	,	,	PUNCT
aiti-11678	110	10	emission	emission	NOUN
aiti-11678	110	11	probabilities	probability	NOUN
aiti-11678	110	12	,	,	PUNCT
aiti-11678	110	13	and	and	CCONJ
aiti-11678	110	14	state	state	NOUN
aiti-11678	110	15	durations	duration	NOUN
aiti-11678	110	16	.	.	PUNCT
aiti-11678	111	1	the	the	DET
aiti-11678	111	2	primary	primary	ADJ
aiti-11678	111	3	objective	objective	NOUN
aiti-11678	111	4	of	of	ADP
aiti-11678	111	5	this	this	DET
aiti-11678	111	6	paper	paper	NOUN
aiti-11678	111	7	is	be	AUX
aiti-11678	111	8	to	to	PART
aiti-11678	111	9	address	address	VERB
aiti-11678	111	10	the	the	DET
aiti-11678	111	11	learning	learning	NOUN
aiti-11678	111	12	problem	problem	NOUN
aiti-11678	111	13	associated	associate	VERB
aiti-11678	111	14	with	with	ADP
aiti-11678	111	15	determining	determine	VERB
aiti-11678	111	16	the	the	DET
aiti-11678	111	17	probability	probability	NOUN
aiti-11678	111	18	distribution	distribution	NOUN
aiti-11678	111	19	for	for	ADP
aiti-11678	111	20	state	state	NOUN
aiti-11678	111	21	durations	duration	NOUN
aiti-11678	111	22	,	,	PUNCT
aiti-11678	111	23	which	which	PRON
aiti-11678	111	24	is	be	AUX
aiti-11678	111	25	formulated	formulate	VERB
aiti-11678	111	26	based	base	VERB
aiti-11678	111	27	on	on	ADP
aiti-11678	111	28	the	the	DET
aiti-11678	111	29	characteristics	characteristic	NOUN
aiti-11678	111	30	of	of	ADP
aiti-11678	111	31	the	the	DET
aiti-11678	111	32	production	production	NOUN
aiti-11678	111	33	process	process	NOUN
aiti-11678	111	34	.	.	PUNCT
aiti-11678	112	1	as	as	ADP
aiti-11678	112	2	for	for	ADP
aiti-11678	112	3	the	the	DET
aiti-11678	112	4	forward	forward	ADJ
aiti-11678	112	5	-	-	PUNCT
aiti-11678	112	6	backward	backward	ADJ
aiti-11678	112	7	algorithm	algorithm	NOUN
aiti-11678	112	8	,	,	PUNCT
aiti-11678	112	9	it	it	PRON
aiti-11678	112	10	is	be	AUX
aiti-11678	112	11	employed	employ	VERB
aiti-11678	112	12	to	to	PART
aiti-11678	112	13	re	re	VERB
aiti-11678	112	14	-	-	VERB
aiti-11678	112	15	estimate	estimate	VERB
aiti-11678	112	16	the	the	DET
aiti-11678	112	17	probability	probability	NOUN
aiti-11678	112	18	distribution	distribution	NOUN
aiti-11678	112	19	of	of	ADP
aiti-11678	112	20	state	state	NOUN
aiti-11678	112	21	durations	duration	NOUN
aiti-11678	112	22	using	use	VERB
aiti-11678	112	23	a	a	DET
aiti-11678	112	24	learning	learning	NOUN
aiti-11678	112	25	problem	problem	NOUN
aiti-11678	112	26	.	.	PUNCT
aiti-11678	113	1	advances	advance	NOUN
aiti-11678	113	2	in	in	ADP
aiti-11678	113	3	technology	technology	NOUN
aiti-11678	113	4	innovation	innovation	NOUN
aiti-11678	113	5	,	,	PUNCT
aiti-11678	113	6	vol	vol	NOUN
aiti-11678	113	7	.	.	PROPN
aiti-11678	113	8	8	8	NUM
aiti-11678	113	9	,	,	PUNCT
aiti-11678	113	10	no	no	INTJ
aiti-11678	113	11	.	.	NOUN
aiti-11678	113	12	4	4	NUM
aiti-11678	113	13	,	,	PUNCT
aiti-11678	113	14	2023	2023	NUM
aiti-11678	113	15	,	,	PUNCT
aiti-11678	113	16	pp	pp	ADJ
aiti-11678	113	17	.	.	PUNCT
aiti-11678	114	1	241	241	NUM
aiti-11678	114	2	-	-	SYM
aiti-11678	114	3	253	253	NUM
aiti-11678	114	4	245	245	NUM
aiti-11678	114	5	3	3	NUM
aiti-11678	114	6	.	.	PUNCT
aiti-11678	114	7	problem	problem	NOUN
aiti-11678	114	8	statement	statement	NOUN
aiti-11678	114	9	this	this	DET
aiti-11678	114	10	study	study	NOUN
aiti-11678	114	11	considers	consider	VERB
aiti-11678	114	12	a	a	DET
aiti-11678	114	13	ble	ble	ADJ
aiti-11678	114	14	system	system	NOUN
aiti-11678	114	15	with	with	ADP
aiti-11678	114	16	a	a	DET
aiti-11678	114	17	ble	ble	ADJ
aiti-11678	114	18	tag	tag	NOUN
aiti-11678	114	19	on	on	ADP
aiti-11678	114	20	each	each	DET
aiti-11678	114	21	product	product	NOUN
aiti-11678	114	22	and	and	CCONJ
aiti-11678	114	23	a	a	DET
aiti-11678	114	24	ble	ble	ADJ
aiti-11678	114	25	scanner	scanner	NOUN
aiti-11678	114	26	in	in	ADP
aiti-11678	114	27	each	each	DET
aiti-11678	114	28	working	work	VERB
aiti-11678	114	29	area	area	NOUN
aiti-11678	114	30	to	to	PART
aiti-11678	114	31	collect	collect	VERB
aiti-11678	114	32	data	datum	NOUN
aiti-11678	114	33	on	on	ADP
aiti-11678	114	34	the	the	DET
aiti-11678	114	35	movement	movement	NOUN
aiti-11678	114	36	of	of	ADP
aiti-11678	114	37	products	product	NOUN
aiti-11678	114	38	.	.	PUNCT
aiti-11678	115	1	the	the	DET
aiti-11678	115	2	main	main	ADJ
aiti-11678	115	3	objective	objective	NOUN
aiti-11678	115	4	of	of	ADP
aiti-11678	115	5	this	this	DET
aiti-11678	115	6	study	study	NOUN
aiti-11678	115	7	is	be	AUX
aiti-11678	115	8	to	to	PART
aiti-11678	115	9	use	use	VERB
aiti-11678	115	10	hsmm	hsmm	NOUN
aiti-11678	115	11	concepts	concept	NOUN
aiti-11678	115	12	to	to	PART
aiti-11678	115	13	create	create	VERB
aiti-11678	115	14	a	a	DET
aiti-11678	115	15	mathematical	mathematical	ADJ
aiti-11678	115	16	model	model	NOUN
aiti-11678	115	17	that	that	PRON
aiti-11678	115	18	can	can	AUX
aiti-11678	115	19	predict	predict	VERB
aiti-11678	115	20	the	the	DET
aiti-11678	115	21	cycle	cycle	NOUN
aiti-11678	115	22	time	time	NOUN
aiti-11678	115	23	of	of	ADP
aiti-11678	115	24	production	production	NOUN
aiti-11678	115	25	based	base	VERB
aiti-11678	115	26	on	on	ADP
aiti-11678	115	27	the	the	DET
aiti-11678	115	28	duration	duration	NOUN
aiti-11678	115	29	characteristics	characteristic	NOUN
aiti-11678	115	30	of	of	ADP
aiti-11678	115	31	each	each	DET
aiti-11678	115	32	working	working	NOUN
aiti-11678	115	33	area	area	NOUN
aiti-11678	115	34	.	.	PUNCT
aiti-11678	116	1	this	this	DET
aiti-11678	116	2	study	study	NOUN
aiti-11678	116	3	formulates	formulate	VERB
aiti-11678	116	4	the	the	DET
aiti-11678	116	5	product	product	NOUN
aiti-11678	116	6	tracking	tracking	NOUN
aiti-11678	116	7	problem	problem	NOUN
aiti-11678	116	8	as	as	ADP
aiti-11678	116	9	the	the	DET
aiti-11678	116	10	hsmm	hsmm	PROPN
aiti-11678	116	11	model	model	PROPN
aiti-11678	116	12	�	�	PROPN
aiti-11678	116	13	�	�	PROPN
aiti-11678	116	14	�	�	PROPN
aiti-11678	116	15	�	�	PROPN
aiti-11678	116	16	,	,	PUNCT
aiti-11678	116	17	�	�	PROPN
aiti-11678	116	18	,	,	PUNCT
aiti-11678	116	19	�	�	PROPN
aiti-11678	116	20	,	,	PUNCT
aiti-11678	116	21	�	�	PROPN
aiti-11678	116	22	�	�	PROPN
aiti-11678	116	23	,	,	PUNCT
aiti-11678	116	24	where	where	SCONJ
aiti-11678	116	25	a	a	PRON
aiti-11678	116	26	represents	represent	VERB
aiti-11678	116	27	the	the	DET
aiti-11678	116	28	transition	transition	NOUN
aiti-11678	116	29	matrix	matrix	NOUN
aiti-11678	116	30	with	with	ADP
aiti-11678	116	31	duration	duration	NOUN
aiti-11678	116	32	probability	probability	NOUN
aiti-11678	116	33	matrix	matrix	NOUN
aiti-11678	116	34	p	p	NOUN
aiti-11678	116	35	for	for	ADP
aiti-11678	116	36	each	each	DET
aiti-11678	116	37	state	state	NOUN
aiti-11678	116	38	,	,	PUNCT
aiti-11678	116	39	b	b	NOUN
aiti-11678	116	40	signifies	signify	VERB
aiti-11678	116	41	the	the	DET
aiti-11678	116	42	emission	emission	NOUN
aiti-11678	116	43	matrix	matrix	NOUN
aiti-11678	116	44	,	,	PUNCT
aiti-11678	116	45	and	and	CCONJ
aiti-11678	116	46	�	�	PROPN
aiti-11678	116	47	is	be	AUX
aiti-11678	116	48	the	the	DET
aiti-11678	116	49	initial	initial	ADJ
aiti-11678	116	50	state	state	NOUN
aiti-11678	116	51	probability	probability	NOUN
aiti-11678	116	52	.	.	PUNCT
aiti-11678	117	1	the	the	DET
aiti-11678	117	2	following	follow	VERB
aiti-11678	117	3	kpis	kpis	PROPN
aiti-11678	117	4	are	be	AUX
aiti-11678	117	5	studied	study	VERB
aiti-11678	117	6	in	in	ADP
aiti-11678	117	7	the	the	DET
aiti-11678	117	8	paper	paper	NOUN
aiti-11678	117	9	:	:	PUNCT
aiti-11678	117	10	(	(	PUNCT
aiti-11678	117	11	1	1	X
aiti-11678	117	12	)	)	PUNCT
aiti-11678	117	13	cycle	cycle	NOUN
aiti-11678	117	14	time	time	NOUN
aiti-11678	117	15	:	:	PUNCT
aiti-11678	117	16	cycle	cycle	NOUN
aiti-11678	117	17	time	time	NOUN
aiti-11678	117	18	is	be	AUX
aiti-11678	117	19	the	the	DET
aiti-11678	117	20	time	time	NOUN
aiti-11678	117	21	it	it	PRON
aiti-11678	117	22	takes	take	VERB
aiti-11678	117	23	to	to	PART
aiti-11678	117	24	complete	complete	VERB
aiti-11678	117	25	a	a	DET
aiti-11678	117	26	single	single	ADJ
aiti-11678	117	27	task	task	NOUN
aiti-11678	117	28	in	in	ADP
aiti-11678	117	29	a	a	DET
aiti-11678	117	30	specific	specific	ADJ
aiti-11678	117	31	working	working	NOUN
aiti-11678	117	32	area	area	NOUN
aiti-11678	117	33	during	during	ADP
aiti-11678	117	34	the	the	DET
aiti-11678	117	35	production	production	NOUN
aiti-11678	117	36	process	process	NOUN
aiti-11678	117	37	.	.	PUNCT
aiti-11678	118	1	the	the	DET
aiti-11678	118	2	calculation	calculation	NOUN
aiti-11678	118	3	of	of	ADP
aiti-11678	118	4	the	the	DET
aiti-11678	118	5	cycle	cycle	NOUN
aiti-11678	118	6	time	time	NOUN
aiti-11678	118	7	can	can	AUX
aiti-11678	118	8	be	be	AUX
aiti-11678	118	9	expressed	express	VERB
aiti-11678	118	10	as	as	ADP
aiti-11678	118	11	:	:	PUNCT
aiti-11678	118	12	i	i	PRON
aiti-11678	118	13	i	i	PRON
aiti-11678	118	14	ict	ict	VERB
aiti-11678	118	15	et	et	PROPN
aiti-11678	118	16	st=	st=	NOUN
aiti-11678	119	1	−	−	PROPN
aiti-11678	119	2	(	(	PUNCT
aiti-11678	119	3	2	2	NUM
aiti-11678	119	4	)	)	PUNCT
aiti-11678	119	5	where	where	SCONJ
aiti-11678	119	6	�	�	PROPN
aiti-11678	119	7	�	�	PROPN
aiti-11678	119	8	represents	represent	VERB
aiti-11678	119	9	the	the	DET
aiti-11678	119	10	average	average	ADJ
aiti-11678	119	11	cycle	cycle	NOUN
aiti-11678	119	12	time	time	NOUN
aiti-11678	119	13	for	for	SCONJ
aiti-11678	119	14	a	a	DET
aiti-11678	119	15	product	product	NOUN
aiti-11678	119	16	to	to	PART
aiti-11678	119	17	complete	complete	VERB
aiti-11678	119	18	its	its	PRON
aiti-11678	119	19	operations	operation	NOUN
aiti-11678	119	20	in	in	ADP
aiti-11678	119	21	the	the	DET
aiti-11678	119	22	working	working	NOUN
aiti-11678	119	23	area	area	PROPN
aiti-11678	119	24	�	�	PROPN
aiti-11678	119	25	.	.	PUNCT
aiti-11678	119	26	�	�	PROPN
aiti-11678	119	27	�	�	PROPN
aiti-11678	119	28	is	be	AUX
aiti-11678	119	29	the	the	DET
aiti-11678	119	30	time	time	NOUN
aiti-11678	119	31	when	when	SCONJ
aiti-11678	119	32	the	the	DET
aiti-11678	119	33	operation	operation	NOUN
aiti-11678	119	34	begins	begin	VERB
aiti-11678	119	35	,	,	PUNCT
aiti-11678	119	36	and	and	CCONJ
aiti-11678	119	37	�	�	PROPN
aiti-11678	119	38	�	�	PROPN
aiti-11678	119	39	is	be	AUX
aiti-11678	119	40	the	the	DET
aiti-11678	119	41	time	time	NOUN
aiti-11678	119	42	when	when	SCONJ
aiti-11678	119	43	it	it	PRON
aiti-11678	119	44	ends	end	VERB
aiti-11678	119	45	.	.	PUNCT
aiti-11678	120	1	(	(	PUNCT
aiti-11678	120	2	2	2	X
aiti-11678	120	3	)	)	PUNCT
aiti-11678	120	4	throughput	throughput	NOUN
aiti-11678	120	5	time	time	NOUN
aiti-11678	120	6	:	:	PUNCT
aiti-11678	120	7	the	the	DET
aiti-11678	120	8	throughput	throughput	NOUN
aiti-11678	120	9	time	time	NOUN
aiti-11678	120	10	is	be	AUX
aiti-11678	120	11	the	the	DET
aiti-11678	120	12	total	total	ADJ
aiti-11678	120	13	time	time	NOUN
aiti-11678	120	14	required	require	VERB
aiti-11678	120	15	for	for	ADP
aiti-11678	120	16	a	a	DET
aiti-11678	120	17	product	product	NOUN
aiti-11678	120	18	to	to	PART
aiti-11678	120	19	move	move	VERB
aiti-11678	120	20	through	through	ADP
aiti-11678	120	21	the	the	DET
aiti-11678	120	22	production	production	NOUN
aiti-11678	120	23	process	process	NOUN
aiti-11678	120	24	,	,	PUNCT
aiti-11678	120	25	and	and	CCONJ
aiti-11678	120	26	it	it	PRON
aiti-11678	120	27	represents	represent	VERB
aiti-11678	120	28	:	:	PUNCT
aiti-11678	120	29	1	1	NUM
aiti-11678	120	30	throughput	throughput	NOUN
aiti-11678	120	31	time	time	NOUN
aiti-11678	120	32	n	n	CCONJ
aiti-11678	121	1	i	i	PRON
aiti-11678	121	2	i	i	PRON
aiti-11678	121	3	ct	ct	NOUN
aiti-11678	121	4	=	=	PUNCT
aiti-11678	122	1	=	=	NOUN
aiti-11678	122	2			X
aiti-11678	122	3	(	(	PUNCT
aiti-11678	122	4	3	3	X
aiti-11678	122	5	)	)	PUNCT
aiti-11678	122	6	where	where	SCONJ
aiti-11678	122	7	�	�	PROPN
aiti-11678	122	8	�	�	PROPN
aiti-11678	122	9	represents	represent	VERB
aiti-11678	122	10	the	the	DET
aiti-11678	122	11	cycle	cycle	NOUN
aiti-11678	122	12	time	time	NOUN
aiti-11678	122	13	for	for	SCONJ
aiti-11678	122	14	a	a	DET
aiti-11678	122	15	product	product	NOUN
aiti-11678	122	16	to	to	PART
aiti-11678	122	17	complete	complete	VERB
aiti-11678	122	18	its	its	PRON
aiti-11678	122	19	operations	operation	NOUN
aiti-11678	122	20	in	in	ADP
aiti-11678	122	21	the	the	DET
aiti-11678	122	22	working	working	NOUN
aiti-11678	122	23	area	area	NOUN
aiti-11678	122	24	�	�	PROPN
aiti-11678	122	25	.	.	PUNCT
aiti-11678	123	1	the	the	DET
aiti-11678	123	2	following	follow	VERB
aiti-11678	123	3	assumptions	assumption	NOUN
aiti-11678	123	4	are	be	AUX
aiti-11678	123	5	made	make	VERB
aiti-11678	123	6	for	for	ADP
aiti-11678	123	7	a	a	DET
aiti-11678	123	8	production	production	NOUN
aiti-11678	123	9	process	process	NOUN
aiti-11678	123	10	based	base	VERB
aiti-11678	123	11	on	on	ADP
aiti-11678	123	12	how	how	SCONJ
aiti-11678	123	13	raw	raw	ADJ
aiti-11678	123	14	materials	material	NOUN
aiti-11678	123	15	move	move	VERB
aiti-11678	123	16	in	in	ADP
aiti-11678	123	17	the	the	DET
aiti-11678	123	18	production	production	NOUN
aiti-11678	123	19	line	line	NOUN
aiti-11678	123	20	to	to	PART
aiti-11678	123	21	produce	produce	VERB
aiti-11678	123	22	finished	finished	ADJ
aiti-11678	123	23	products	product	NOUN
aiti-11678	123	24	[	[	X
aiti-11678	123	25	7	7	NUM
aiti-11678	123	26	]	]	PUNCT
aiti-11678	123	27	.	.	PUNCT
aiti-11678	124	1	(	(	PUNCT
aiti-11678	124	2	1	1	X
aiti-11678	124	3	)	)	PUNCT
aiti-11678	124	4	the	the	DET
aiti-11678	124	5	working	work	VERB
aiti-11678	124	6	areas	area	NOUN
aiti-11678	124	7	(	(	PUNCT
aiti-11678	124	8	stations	station	NOUN
aiti-11678	124	9	)	)	PUNCT
aiti-11678	124	10	are	be	AUX
aiti-11678	124	11	represented	represent	VERB
aiti-11678	124	12	as	as	ADP
aiti-11678	124	13	the	the	DET
aiti-11678	124	14	hidden	hide	VERB
aiti-11678	124	15	states	state	NOUN
aiti-11678	124	16	�	�	PROPN
aiti-11678	124	17	∈	∈	PROPN
aiti-11678	124	18	�	�	PROPN
aiti-11678	124	19	1,2	1,2	NUM
aiti-11678	124	20	,	,	PUNCT
aiti-11678	124	21	⋯	⋯	PROPN
aiti-11678	124	22	,	,	PUNCT
aiti-11678	124	23	�	�	PROPN
aiti-11678	124	24	.	.	PUNCT
aiti-11678	125	1	each	each	DET
aiti-11678	125	2	manufactured	manufacture	VERB
aiti-11678	125	3	product	product	NOUN
aiti-11678	125	4	is	be	AUX
aiti-11678	125	5	equipped	equip	VERB
aiti-11678	125	6	with	with	ADP
aiti-11678	125	7	a	a	DET
aiti-11678	125	8	specific	specific	ADJ
aiti-11678	125	9	tag	tag	NOUN
aiti-11678	125	10	i	i	PROPN
aiti-11678	125	11	d	d	PROPN
aiti-11678	125	12	,	,	PUNCT
aiti-11678	125	13	and	and	CCONJ
aiti-11678	125	14	a	a	DET
aiti-11678	125	15	ble	ble	ADJ
aiti-11678	125	16	tag	tag	NOUN
aiti-11678	125	17	is	be	AUX
aiti-11678	125	18	attached	attach	VERB
aiti-11678	125	19	to	to	ADP
aiti-11678	125	20	it	it	PRON
aiti-11678	125	21	.	.	PUNCT
aiti-11678	126	1	ble	ble	ADJ
aiti-11678	126	2	scanners	scanner	NOUN
aiti-11678	126	3	scan	scan	VERB
aiti-11678	126	4	these	these	DET
aiti-11678	126	5	ble	ble	ADJ
aiti-11678	126	6	tags	tag	NOUN
aiti-11678	126	7	and	and	CCONJ
aiti-11678	126	8	capture	capture	VERB
aiti-11678	126	9	rssi	rssi	ADJ
aiti-11678	126	10	values	value	NOUN
aiti-11678	126	11	.	.	PUNCT
aiti-11678	127	1	these	these	DET
aiti-11678	127	2	rssi	rssi	ADJ
aiti-11678	127	3	values	value	NOUN
aiti-11678	127	4	at	at	ADP
aiti-11678	127	5	time	time	NOUN
aiti-11678	127	6	�	�	PROPN
aiti-11678	127	7	are	be	AUX
aiti-11678	127	8	collected	collect	VERB
aiti-11678	127	9	by	by	ADP
aiti-11678	127	10	multiple	multiple	ADJ
aiti-11678	127	11	scanners	scanner	NOUN
aiti-11678	127	12	and	and	CCONJ
aiti-11678	127	13	used	use	VERB
aiti-11678	127	14	as	as	ADP
aiti-11678	127	15	an	an	DET
aiti-11678	127	16	observation	observation	NOUN
aiti-11678	127	17	�	�	PROPN
aiti-11678	127	18	�	�	PROPN
aiti-11678	127	19	�	�	PROPN
aiti-11678	127	20	!	!	PUNCT
aiti-11678	127	21	�	�	PROPN
aiti-11678	127	22	�	�	PROPN
aiti-11678	127	23	"	"	PUNCT
aiti-11678	127	24	#	#	PROPN
aiti-11678	127	25	,	,	PUNCT
aiti-11678	127	26	�	�	PROPN
aiti-11678	127	27	,	,	PUNCT
aiti-11678	127	28	!	!	PUNCT
aiti-11678	127	29	�	�	PROPN
aiti-11678	127	30	�	�	PROPN
aiti-11678	127	31	"	"	PUNCT
aiti-11678	127	32	$	$	PROPN
aiti-11678	127	33	,	,	PUNCT
aiti-11678	127	34	�	�	PROPN
aiti-11678	127	35	,	,	PUNCT
aiti-11678	127	36	⋯	⋯	PROPN
aiti-11678	127	37	,	,	PUNCT
aiti-11678	127	38	!	!	PUNCT
aiti-11678	127	39	�	�	PROPN
aiti-11678	127	40	�	�	PROPN
aiti-11678	127	41	"	"	PUNCT
aiti-11678	127	42	%	%	INTJ
aiti-11678	127	43	,	,	PUNCT
aiti-11678	127	44	�	�	PROPN
aiti-11678	127	45	&	&	CCONJ
aiti-11678	127	46	.	.	PUNCT
aiti-11678	128	1	(	(	PUNCT
aiti-11678	128	2	2	2	X
aiti-11678	128	3	)	)	PUNCT
aiti-11678	128	4	the	the	DET
aiti-11678	128	5	emission	emission	NOUN
aiti-11678	128	6	probability	probability	NOUN
aiti-11678	128	7	b	b	NOUN
aiti-11678	128	8	consists	consist	VERB
aiti-11678	128	9	of	of	ADP
aiti-11678	128	10	'	'	PUNCT
aiti-11678	128	11	�	�	PROPN
aiti-11678	128	12	�	�	PROPN
aiti-11678	128	13	�	�	PROPN
aiti-11678	128	14	�	�	PROPN
aiti-11678	128	15	�	�	PROPN
aiti-11678	128	16	(	(	PUNCT
aiti-11678	128	17	�	�	PROPN
aiti-11678	128	18	�	�	PROPN
aiti-11678	128	19	�	�	PROPN
aiti-11678	128	20	|	|	NOUN
aiti-11678	128	21	�	�	PROPN
aiti-11678	128	22	�	�	PROPN
aiti-11678	128	23	�	�	PROPN
aiti-11678	128	24	�	�	PROPN
aiti-11678	128	25	,	,	PUNCT
aiti-11678	128	26	*	*	PUNCT
aiti-11678	128	27	,	,	PUNCT
aiti-11678	128	28	∑	∑	PROPN
aiti-11678	128	29	�	�	PROPN
aiti-11678	128	30	are	be	AUX
aiti-11678	128	31	assumed	assume	VERB
aiti-11678	128	32	to	to	PART
aiti-11678	128	33	be	be	AUX
aiti-11678	128	34	fixed	fix	VERB
aiti-11678	128	35	but	but	CCONJ
aiti-11678	128	36	may	may	AUX
aiti-11678	128	37	be	be	AUX
aiti-11678	128	38	updated	update	VERB
aiti-11678	128	39	periodically	periodically	ADV
aiti-11678	128	40	based	base	VERB
aiti-11678	128	41	on	on	ADP
aiti-11678	128	42	the	the	DET
aiti-11678	128	43	collected	collect	VERB
aiti-11678	128	44	rssi	rssi	ADJ
aiti-11678	128	45	data	datum	NOUN
aiti-11678	129	1	[	[	X
aiti-11678	129	2	11	11	NUM
aiti-11678	129	3	-	-	SYM
aiti-11678	129	4	12	12	NUM
aiti-11678	129	5	]	]	PUNCT
aiti-11678	129	6	:	:	PUNCT
aiti-11678	129	7	(	(	PUNCT
aiti-11678	129	8	)	)	PUNCT
aiti-11678	129	9	(	(	PUNCT
aiti-11678	129	10	)	)	PUNCT
aiti-11678	129	11	1	1	NUM
aiti-11678	129	12	,	,	PUNCT
aiti-11678	129	13	m	m	VERB
aiti-11678	129	14	m	m	VERB
aiti-11678	129	15	m	m	VERB
aiti-11678	129	16	i	i	PRON
aiti-11678	130	1	t	t	NOUN
aiti-11678	130	2	t	t	NOUN
aiti-11678	131	1	i	i	PRON
aiti-11678	131	2	i	i	PRON
aiti-11678	131	3	m	m	VERB
aiti-11678	131	4	b	b	NOUN
aiti-11678	131	5	o	o	X
aiti-11678	131	6	o	o	X
aiti-11678	131	7	µ	µ	X
aiti-11678	131	8	=	=	SYM
aiti-11678	131	9	=	=	SYM
aiti-11678	131	10	n	n	PROPN
aiti-11678	131	11	(	(	PUNCT
aiti-11678	131	12	4	4	NUM
aiti-11678	131	13	)	)	PUNCT
aiti-11678	131	14	where	where	SCONJ
aiti-11678	131	15	*	*	PUNCT
aiti-11678	131	16	,	,	PUNCT
aiti-11678	131	17	and	and	CCONJ
aiti-11678	131	18	∑	∑	ADV
aiti-11678	131	19	,	,	PUNCT
aiti-11678	131	20	are	be	AUX
aiti-11678	131	21	the	the	DET
aiti-11678	131	22	mean	mean	NOUN
aiti-11678	131	23	and	and	CCONJ
aiti-11678	131	24	covariance	covariance	NOUN
aiti-11678	131	25	for	for	ADP
aiti-11678	131	26	the	the	DET
aiti-11678	131	27	-	-	PUNCT
aiti-11678	131	28	�	�	PROPN
aiti-11678	131	29	.	.	PUNCT
aiti-11678	132	1	gaussian	gaussian	ADJ
aiti-11678	132	2	component	component	NOUN
aiti-11678	132	3	for	for	ADP
aiti-11678	132	4	observed	observed	ADJ
aiti-11678	132	5	rssi	rssi	ADJ
aiti-11678	132	6	values	value	NOUN
aiti-11678	132	7	at	at	ADP
aiti-11678	132	8	the	the	DET
aiti-11678	132	9	state	state	PROPN
aiti-11678	132	10	�	�	PROPN
aiti-11678	132	11	,	,	PUNCT
aiti-11678	132	12	respectively	respectively	ADV
aiti-11678	132	13	.	.	PUNCT
aiti-11678	133	1	the	the	DET
aiti-11678	133	2	gaussian	gaussian	ADJ
aiti-11678	133	3	distribution	distribution	NOUN
aiti-11678	133	4	is	be	AUX
aiti-11678	133	5	denoted	denote	VERB
aiti-11678	133	6	by	by	ADP
aiti-11678	133	7	/	/	PUNCT
aiti-11678	133	8	.	.	PUNCT
aiti-11678	134	1	to	to	PART
aiti-11678	134	2	simplify	simplify	VERB
aiti-11678	134	3	the	the	DET
aiti-11678	134	4	calculation	calculation	NOUN
aiti-11678	134	5	,	,	PUNCT
aiti-11678	134	6	the	the	DET
aiti-11678	134	7	assumption	assumption	NOUN
aiti-11678	134	8	is	be	AUX
aiti-11678	134	9	made	make	VERB
aiti-11678	134	10	that	that	SCONJ
aiti-11678	134	11	the	the	DET
aiti-11678	134	12	observations	observation	NOUN
aiti-11678	134	13	are	be	AUX
aiti-11678	134	14	independent	independent	ADJ
aiti-11678	134	15	across	across	ADP
aiti-11678	134	16	time	time	NOUN
aiti-11678	134	17	[	[	X
aiti-11678	134	18	12	12	NUM
aiti-11678	134	19	-	-	SYM
aiti-11678	134	20	13	13	NUM
aiti-11678	134	21	]	]	PUNCT
aiti-11678	134	22	.	.	PUNCT
aiti-11678	135	1	therefore	therefore	ADV
aiti-11678	135	2	,	,	PUNCT
aiti-11678	135	3	'	'	PUNCT
aiti-11678	135	4	�	�	PROPN
aiti-11678	135	5	�	�	NOUN
aiti-11678	135	6	�	�	NOUN
aiti-11678	135	7	#	#	ADJ
aiti-11678	135	8	:	:	PUNCT
aiti-11678	135	9	�	�	PROPN
aiti-11678	135	10	$	$	SYM
aiti-11678	135	11	�	�	PROPN
aiti-11678	135	12	can	can	AUX
aiti-11678	135	13	be	be	AUX
aiti-11678	135	14	expressed	express	VERB
aiti-11678	135	15	as	as	ADP
aiti-11678	135	16	the	the	DET
aiti-11678	135	17	product	product	NOUN
aiti-11678	135	18	of	of	ADP
aiti-11678	135	19	the	the	DET
aiti-11678	135	20	probabilities	probability	NOUN
aiti-11678	135	21	of	of	ADP
aiti-11678	135	22	observing	observe	VERB
aiti-11678	135	23	each	each	DET
aiti-11678	135	24	rssi	rssi	ADJ
aiti-11678	135	25	data	datum	NOUN
aiti-11678	135	26	point	point	NOUN
aiti-11678	135	27	from	from	ADP
aiti-11678	135	28	epoch	epoch	PROPN
aiti-11678	135	29	�	�	PROPN
aiti-11678	135	30	1	1	NUM
aiti-11678	135	31	to	to	ADP
aiti-11678	135	32	�	�	NOUN
aiti-11678	135	33	2	2	NUM
aiti-11678	135	34	,	,	PUNCT
aiti-11678	135	35	and	and	CCONJ
aiti-11678	135	36	it	it	PRON
aiti-11678	135	37	can	can	AUX
aiti-11678	135	38	be	be	AUX
aiti-11678	135	39	expressed	express	VERB
aiti-11678	135	40	as	as	ADP
aiti-11678	135	41	:	:	PUNCT
aiti-11678	135	42	(	(	PUNCT
aiti-11678	135	43	)	)	PUNCT
aiti-11678	135	44	(	(	PUNCT
aiti-11678	135	45	)	)	PUNCT
aiti-11678	135	46	2	2	NUM
aiti-11678	135	47	1	1	NUM
aiti-11678	135	48	:	:	SYM
aiti-11678	135	49	2	2	NUM
aiti-11678	135	50	1	1	NUM
aiti-11678	135	51	t	t	NOUN
aiti-11678	136	1	i	i	PRON
aiti-11678	136	2	i	i	PRON
aiti-11678	137	1	tt	tt	PROPN
aiti-11678	137	2	t	t	PROPN
aiti-11678	137	3	t	t	NOUN
aiti-11678	137	4	tb	tb	ADP
aiti-11678	137	5	o	o	PROPN
aiti-11678	137	6	b	b	X
aiti-11678	137	7	o==	o==	ADJ
aiti-11678	137	8	∏	∏	PROPN
aiti-11678	137	9	(	(	PUNCT
aiti-11678	137	10	5	5	NUM
aiti-11678	137	11	)	)	PUNCT
aiti-11678	137	12	(	(	PUNCT
aiti-11678	137	13	3	3	X
aiti-11678	137	14	)	)	PUNCT
aiti-11678	137	15	define	define	VERB
aiti-11678	137	16	�	�	PROPN
aiti-11678	137	17	�	�	PROPN
aiti-11678	137	18	�	�	PROPN
aiti-11678	137	19	,	,	PUNCT
aiti-11678	137	20	1	1	NUM
aiti-11678	137	21	�	�	PROPN
aiti-11678	137	22	to	to	PART
aiti-11678	137	23	represent	represent	VERB
aiti-11678	137	24	the	the	DET
aiti-11678	137	25	probability	probability	NOUN
aiti-11678	137	26	of	of	ADP
aiti-11678	137	27	moving	move	VERB
aiti-11678	137	28	from	from	ADP
aiti-11678	137	29	area	area	NOUN
aiti-11678	137	30	�	�	PROPN
aiti-11678	137	31	to	to	PART
aiti-11678	137	32	area	area	VERB
aiti-11678	137	33	1	1	NUM
aiti-11678	137	34	as	as	SCONJ
aiti-11678	137	35	the	the	DET
aiti-11678	137	36	ble	ble	ADJ
aiti-11678	137	37	tag	tag	NOUN
aiti-11678	137	38	moves	move	VERB
aiti-11678	137	39	through	through	ADP
aiti-11678	137	40	areas	area	NOUN
aiti-11678	137	41	sequentially	sequentially	ADV
aiti-11678	137	42	from	from	ADP
aiti-11678	137	43	1	1	NUM
aiti-11678	137	44	to	to	PART
aiti-11678	137	45	n.	n.	VERB
aiti-11678	137	46	the	the	DET
aiti-11678	137	47	calculation	calculation	NOUN
aiti-11678	137	48	of	of	ADP
aiti-11678	137	49	�	�	PROPN
aiti-11678	137	50	�	�	PROPN
aiti-11678	137	51	�	�	PROPN
aiti-11678	137	52	,	,	PUNCT
aiti-11678	137	53	1	1	NUM
aiti-11678	137	54	�	�	PROPN
aiti-11678	137	55	can	can	AUX
aiti-11678	137	56	be	be	AUX
aiti-11678	137	57	simplified	simplify	VERB
aiti-11678	137	58	as	as	ADP
aiti-11678	137	59	:	:	PUNCT
aiti-11678	137	60	(	(	PUNCT
aiti-11678	137	61	)	)	PUNCT
aiti-11678	137	62	1	1	NUM
aiti-11678	137	63	;	;	PUNCT
aiti-11678	137	64	1	1	NUM
aiti-11678	137	65	,	,	PUNCT
aiti-11678	137	66	0	0	NUM
aiti-11678	137	67	;	;	PUNCT
aiti-11678	138	1	j	j	PROPN
aiti-11678	138	2	i	i	PRON
aiti-11678	138	3	a	a	VERB
aiti-11678	138	4	i	i	PRON
aiti-11678	138	5	j	j	PROPN
aiti-11678	138	6	elsewhere	elsewhere	ADV
aiti-11678	138	7			ADV
aiti-11678	138	8			NUM
aiti-11678	138	9			PROPN
aiti-11678	138	10	=	=	PUNCT
aiti-11678	139	1	+	+	PUNCT
aiti-11678	139	2	=	=	SYM
aiti-11678	139	3	(	(	PUNCT
aiti-11678	139	4	6	6	NUM
aiti-11678	139	5	)	)	PUNCT
aiti-11678	139	6	(	(	PUNCT
aiti-11678	139	7	4	4	X
aiti-11678	139	8	)	)	PUNCT
aiti-11678	139	9	the	the	DET
aiti-11678	139	10	initial	initial	ADJ
aiti-11678	139	11	state	state	NOUN
aiti-11678	139	12	probability	probability	NOUN
aiti-11678	139	13	�	�	PROPN
aiti-11678	139	14	is	be	AUX
aiti-11678	139	15	set	set	VERB
aiti-11678	139	16	to	to	ADP
aiti-11678	139	17	1	1	NUM
aiti-11678	139	18	,	,	PUNCT
aiti-11678	139	19	indicating	indicate	VERB
aiti-11678	139	20	that	that	SCONJ
aiti-11678	139	21	every	every	DET
aiti-11678	139	22	sequence	sequence	NOUN
aiti-11678	139	23	will	will	AUX
aiti-11678	139	24	always	always	ADV
aiti-11678	139	25	begin	begin	VERB
aiti-11678	139	26	at	at	ADP
aiti-11678	139	27	state	state	NOUN
aiti-11678	139	28	1	1	NUM
aiti-11678	139	29	.	.	PUNCT
aiti-11678	140	1	advances	advance	NOUN
aiti-11678	140	2	in	in	ADP
aiti-11678	140	3	technology	technology	NOUN
aiti-11678	140	4	innovation	innovation	NOUN
aiti-11678	140	5	,	,	PUNCT
aiti-11678	140	6	vol	vol	NOUN
aiti-11678	140	7	.	.	PROPN
aiti-11678	140	8	8	8	NUM
aiti-11678	140	9	,	,	PUNCT
aiti-11678	140	10	no	no	INTJ
aiti-11678	140	11	.	.	NOUN
aiti-11678	140	12	4	4	NUM
aiti-11678	140	13	,	,	PUNCT
aiti-11678	140	14	2023	2023	NUM
aiti-11678	140	15	,	,	PUNCT
aiti-11678	140	16	pp	pp	ADJ
aiti-11678	140	17	.	.	PUNCT
aiti-11678	141	1	241	241	NUM
aiti-11678	141	2	-	-	SYM
aiti-11678	141	3	253	253	NUM
aiti-11678	141	4	246	246	NUM
aiti-11678	141	5	this	this	DET
aiti-11678	141	6	study	study	NOUN
aiti-11678	141	7	focuses	focus	VERB
aiti-11678	141	8	on	on	ADP
aiti-11678	141	9	the	the	DET
aiti-11678	141	10	learning	learning	NOUN
aiti-11678	141	11	problem	problem	NOUN
aiti-11678	141	12	of	of	ADP
aiti-11678	141	13	the	the	DET
aiti-11678	141	14	hsmm	hsmm	PROPN
aiti-11678	141	15	framework	framework	NOUN
aiti-11678	141	16	to	to	PART
aiti-11678	141	17	capture	capture	VERB
aiti-11678	141	18	the	the	DET
aiti-11678	141	19	cycle	cycle	NOUN
aiti-11678	141	20	time	time	NOUN
aiti-11678	141	21	of	of	ADP
aiti-11678	141	22	the	the	DET
aiti-11678	141	23	production	production	NOUN
aiti-11678	141	24	process	process	NOUN
aiti-11678	141	25	.	.	PUNCT
aiti-11678	142	1	to	to	PART
aiti-11678	142	2	re	re	AUX
aiti-11678	142	3	-	-	VERB
aiti-11678	142	4	estimate	estimate	VERB
aiti-11678	142	5	the	the	DET
aiti-11678	142	6	duration	duration	NOUN
aiti-11678	142	7	probability	probability	NOUN
aiti-11678	142	8	of	of	ADP
aiti-11678	142	9	each	each	DET
aiti-11678	142	10	state	state	NOUN
aiti-11678	142	11	,	,	PUNCT
aiti-11678	142	12	it	it	PRON
aiti-11678	142	13	is	be	AUX
aiti-11678	142	14	necessary	necessary	ADJ
aiti-11678	142	15	to	to	PART
aiti-11678	142	16	solve	solve	VERB
aiti-11678	142	17	likelihood	likelihood	NOUN
aiti-11678	142	18	problems	problem	NOUN
aiti-11678	142	19	using	use	VERB
aiti-11678	142	20	a	a	DET
aiti-11678	142	21	forward	forward	ADJ
aiti-11678	142	22	-	-	PUNCT
aiti-11678	142	23	backward	backward	ADJ
aiti-11678	142	24	procedure	procedure	NOUN
aiti-11678	142	25	(	(	PUNCT
aiti-11678	142	26	�	�	NOUN
aiti-11678	142	27	�	�	PROPN
aiti-11678	142	28	|	|	NOUN
aiti-11678	142	29	�	�	PROPN
aiti-11678	142	30	�	�	PROPN
aiti-11678	142	31	with	with	ADP
aiti-11678	142	32	two	two	NUM
aiti-11678	142	33	subdivided	subdivided	ADJ
aiti-11678	142	34	variables	variable	NOUN
aiti-11678	142	35	:	:	PUNCT
aiti-11678	142	36	forward	forward	ADV
aiti-11678	142	37	and	and	CCONJ
aiti-11678	142	38	backward	backward	ADV
aiti-11678	142	39	.	.	PUNCT
aiti-11678	143	1	in	in	ADP
aiti-11678	143	2	hsmm	hsmm	PROPN
aiti-11678	143	3	,	,	PUNCT
aiti-11678	143	4	the	the	DET
aiti-11678	143	5	forward	forward	ADJ
aiti-11678	143	6	variable	variable	ADJ
aiti-11678	143	7	2	2	NUM
aiti-11678	143	8	�	�	PROPN
aiti-11678	143	9	�	�	PROPN
aiti-11678	143	10	�	�	PROPN
aiti-11678	143	11	�	�	PROPN
aiti-11678	143	12	represents	represent	VERB
aiti-11678	143	13	the	the	DET
aiti-11678	143	14	likelihood	likelihood	NOUN
aiti-11678	143	15	of	of	ADP
aiti-11678	143	16	being	be	AUX
aiti-11678	143	17	in	in	ADP
aiti-11678	143	18	state	state	NOUN
aiti-11678	143	19	�	�	PROPN
aiti-11678	143	20	given	give	VERB
aiti-11678	143	21	the	the	DET
aiti-11678	143	22	partial	partial	ADJ
aiti-11678	143	23	observations	observation	NOUN
aiti-11678	143	24	�	�	NOUN
aiti-11678	143	25	#	#	SYM
aiti-11678	143	26	:	:	PUNCT
aiti-11678	143	27	�	�	PROPN
aiti-11678	143	28	up	up	ADP
aiti-11678	143	29	to	to	ADP
aiti-11678	143	30	time	time	NOUN
aiti-11678	143	31	�	�	PROPN
aiti-11678	143	32	,	,	PUNCT
aiti-11678	143	33	for	for	ADP
aiti-11678	143	34	a	a	DET
aiti-11678	143	35	given	give	VERB
aiti-11678	143	36	hsmm	hsmm	PROPN
aiti-11678	143	37	parameter	parameter	NOUN
aiti-11678	143	38	�	�	PROPN
aiti-11678	144	1	[	[	X
aiti-11678	144	2	13	13	NUM
aiti-11678	144	3	]	]	PUNCT
aiti-11678	144	4	.	.	PUNCT
aiti-11678	145	1	(	(	PUNCT
aiti-11678	145	2	)	)	PUNCT
aiti-11678	145	3	(	(	PUNCT
aiti-11678	145	4	)	)	PUNCT
aiti-11678	145	5	(	(	PUNCT
aiti-11678	145	6	)	)	PUNCT
aiti-11678	145	7	(	(	PUNCT
aiti-11678	145	8	)	)	PUNCT
aiti-11678	145	9	(	(	PUNCT
aiti-11678	145	10	)	)	PUNCT
aiti-11678	145	11	(	(	PUNCT
aiti-11678	145	12	)	)	PUNCT
aiti-11678	145	13	min	min	NOUN
aiti-11678	145	14	,	,	PUNCT
aiti-11678	145	15	*	*	NOUN
aiti-11678	145	16	1	1	NUM
aiti-11678	145	17	:	:	SYM
aiti-11678	145	18	1:1	1:1	NUM
aiti-11678	145	19	,	,	PUNCT
aiti-11678	145	20	t	t	PROPN
aiti-11678	146	1	d	d	X
aiti-11678	146	2	t	t	PROPN
aiti-11678	147	1	i	i	PRON
aiti-11678	147	2	i	i	PRON
aiti-11678	147	3	it	it	PRON
aiti-11678	148	1	t	t	X
aiti-11678	148	2	d	d	X
aiti-11678	148	3	t	t	PROPN
aiti-11678	149	1	d	d	X
aiti-11678	149	2	td	td	VERB
aiti-11678	150	1	i	i	PRON
aiti-11678	150	2	p	p	NOUN
aiti-11678	150	3	o	o	X
aiti-11678	150	4	s	s	X
aiti-11678	150	5	ends	end	NOUN
aiti-11678	150	6	at	at	ADP
aiti-11678	150	7	t	t	PROPN
aiti-11678	151	1	i	i	PRON
aiti-11678	151	2	p	p	PROPN
aiti-11678	151	3	d	d	PROPN
aiti-11678	151	4	b	b	PROPN
aiti-11678	151	5	oα	oα	NOUN
aiti-11678	151	6	λ	λ	NOUN
aiti-11678	151	7	α	α	NOUN
aiti-11678	151	8	−	−	NOUN
aiti-11678	151	9	−	−	PROPN
aiti-11678	152	1	+	+	NOUN
aiti-11678	152	2	=	=	SYM
aiti-11678	152	3	=	=	SYM
aiti-11678	152	4	=	=	NOUN
aiti-11678	152	5			X
aiti-11678	152	6	(	(	PUNCT
aiti-11678	152	7	7	7	NUM
aiti-11678	152	8	)	)	PUNCT
aiti-11678	152	9	(	(	PUNCT
aiti-11678	152	10	)	)	PUNCT
aiti-11678	152	11	(	(	PUNCT
aiti-11678	152	12	)	)	PUNCT
aiti-11678	152	13	(	(	PUNCT
aiti-11678	152	14	)	)	PUNCT
aiti-11678	152	15	*	*	PUNCT
aiti-11678	152	16	,	,	PUNCT
aiti-11678	152	17	1	1	NUM
aiti-11678	152	18	:	:	SYM
aiti-11678	152	19	1	1	NUM
aiti-11678	152	20	,	,	PUNCT
aiti-11678	152	21	1	1	NUM
aiti-11678	152	22	n	n	NUM
aiti-11678	152	23	t	t	NOUN
aiti-11678	153	1	i	i	PRON
aiti-11678	154	1	i	i	PRON
aiti-11678	154	2	j	j	VERB
aiti-11678	154	3	it	it	PRON
aiti-11678	155	1	i	i	PRON
aiti-11678	156	1	i	i	PRON
aiti-11678	156	2	p	p	VERB
aiti-11678	156	3	o	o	X
aiti-11678	156	4	s	s	VERB
aiti-11678	156	5	begins	begin	VERB
aiti-11678	156	6	at	at	ADP
aiti-11678	156	7	t	t	NOUN
aiti-11678	156	8	iα	iα	NOUN
aiti-11678	157	1	λ	λ	PROPN
aiti-11678	157	2	α	α	NOUN
aiti-11678	157	3	α	α	NOUN
aiti-11678	157	4	=	=	PUNCT
aiti-11678	158	1	=	=	PUNCT
aiti-11678	158	2	+	+	PUNCT
aiti-11678	159	1	=	=	X
aiti-11678	159	2			X
aiti-11678	159	3	(	(	PUNCT
aiti-11678	159	4	8)	8)	NUM
aiti-11678	159	5	where	where	SCONJ
aiti-11678	159	6	�	�	PROPN
aiti-11678	159	7	�	�	PROPN
aiti-11678	159	8	1	1	NUM
aiti-11678	159	9	,	,	PUNCT
aiti-11678	159	10	⋯	⋯	PROPN
aiti-11678	159	11	,	,	PUNCT
aiti-11678	159	12	�	�	PROPN
aiti-11678	159	13	,	,	PUNCT
aiti-11678	159	14	�	�	PROPN
aiti-11678	159	15	�	�	PROPN
aiti-11678	159	16	1	1	NUM
aiti-11678	159	17	,	,	PUNCT
aiti-11678	159	18	⋯	⋯	PROPN
aiti-11678	159	19	,	,	PUNCT
aiti-11678	159	20	,	,	PUNCT
aiti-11678	159	21	2	2	NUM
aiti-11678	159	22	�	�	PROPN
aiti-11678	159	23	∗	∗	NOUN
aiti-11678	159	24	�	�	PROPN
aiti-11678	159	25	�	�	PROPN
aiti-11678	159	26	�	�	PROPN
aiti-11678	159	27	is	be	AUX
aiti-11678	159	28	the	the	DET
aiti-11678	159	29	joint	joint	ADJ
aiti-11678	159	30	probability	probability	NOUN
aiti-11678	159	31	of	of	ADP
aiti-11678	159	32	obtaining	obtain	VERB
aiti-11678	159	33	the	the	DET
aiti-11678	159	34	observation	observation	NOUN
aiti-11678	159	35	sequence	sequence	NOUN
aiti-11678	159	36	up	up	ADP
aiti-11678	159	37	to	to	ADP
aiti-11678	159	38	time	time	NOUN
aiti-11678	159	39	�	�	PROPN
aiti-11678	159	40	,	,	PUNCT
aiti-11678	159	41	and	and	CCONJ
aiti-11678	159	42	entry	entry	NOUN
aiti-11678	159	43	to	to	ADP
aiti-11678	159	44	state	state	PROPN
aiti-11678	159	45	�	�	PROPN
aiti-11678	159	46	begins	begin	VERB
aiti-11678	159	47	at	at	ADP
aiti-11678	159	48	the	the	DET
aiti-11678	159	49	next	next	ADJ
aiti-11678	159	50	time	time	NOUN
aiti-11678	159	51	�	�	PROPN
aiti-11678	159	52	+	+	CCONJ
aiti-11678	159	53	1	1	NUM
aiti-11678	159	54	,	,	PUNCT
aiti-11678	159	55	given	give	VERB
aiti-11678	159	56	the	the	DET
aiti-11678	159	57	model	model	NOUN
aiti-11678	159	58	�	�	PROPN
aiti-11678	159	59	.	.	PUNCT
aiti-11678	160	1	the	the	DET
aiti-11678	160	2	calculation	calculation	NOUN
aiti-11678	160	3	of	of	ADP
aiti-11678	160	4	the	the	DET
aiti-11678	160	5	proximity	proximity	NOUN
aiti-11678	160	6	likelihood	likelihood	NOUN
aiti-11678	160	7	for	for	ADP
aiti-11678	160	8	a	a	DET
aiti-11678	160	9	location	location	NOUN
aiti-11678	160	10	is	be	AUX
aiti-11678	160	11	performed	perform	VERB
aiti-11678	160	12	using	use	VERB
aiti-11678	160	13	the	the	DET
aiti-11678	160	14	following	follow	VERB
aiti-11678	160	15	formula	formula	NOUN
aiti-11678	160	16	:	:	PUNCT
aiti-11678	160	17	�	�	PROPN
aiti-11678	160	18	(	(	PUNCT
aiti-11678	160	19	)	)	PUNCT
aiti-11678	160	20	1	1	NUM
aiti-11678	160	21	t	t	NOUN
aiti-11678	160	22	t	t	NOUN
aiti-11678	161	1	i	i	PRON
aiti-11678	161	2	n	n	NOUN
aiti-11678	161	3	s	s	PART
aiti-11678	161	4	arg	arg	NOUN
aiti-11678	161	5	max	max	PROPN
aiti-11678	161	6	iα	iα	NOUN
aiti-11678	161	7	<	<	X
aiti-11678	161	8	<	<	X
aiti-11678	161	9	=	=	X
aiti-11678	161	10	(	(	PUNCT
aiti-11678	161	11	9	9	NUM
aiti-11678	161	12	)	)	PUNCT
aiti-11678	161	13	the	the	DET
aiti-11678	161	14	definition	definition	NOUN
aiti-11678	161	15	of	of	ADP
aiti-11678	161	16	the	the	DET
aiti-11678	161	17	hsmm	hsmm	PROPN
aiti-11678	161	18	backward	backward	ADJ
aiti-11678	161	19	variable	variable	ADJ
aiti-11678	161	20	5	5	NUM
aiti-11678	161	21	�	�	PROPN
aiti-11678	161	22	∗	∗	NOUN
aiti-11678	161	23	�	�	PROPN
aiti-11678	161	24	�	�	PROPN
aiti-11678	161	25	�	�	PROPN
aiti-11678	161	26	can	can	AUX
aiti-11678	161	27	be	be	AUX
aiti-11678	161	28	found	find	VERB
aiti-11678	161	29	in	in	ADP
aiti-11678	161	30	formula	formula	NOUN
aiti-11678	161	31	[	[	X
aiti-11678	161	32	13	13	NUM
aiti-11678	161	33	]	]	NUM
aiti-11678	161	34	:	:	PUNCT
aiti-11678	161	35	(	(	PUNCT
aiti-11678	161	36	)	)	PUNCT
aiti-11678	161	37	(	(	PUNCT
aiti-11678	161	38	)	)	PUNCT
aiti-11678	161	39	(	(	PUNCT
aiti-11678	161	40	)	)	PUNCT
aiti-11678	161	41	(	(	PUNCT
aiti-11678	161	42	)	)	PUNCT
aiti-11678	161	43	(	(	PUNCT
aiti-11678	161	44	)	)	PUNCT
aiti-11678	161	45	,	,	PUNCT
aiti-11678	161	46	*	*	PUNCT
aiti-11678	161	47	:	:	PUNCT
aiti-11678	161	48	:	:	PUNCT
aiti-11678	161	49	11	11	NUM
aiti-11678	161	50	,	,	PUNCT
aiti-11678	161	51	t	t	PROPN
aiti-11678	161	52	t	t	PROPN
aiti-11678	162	1	d	d	X
aiti-11678	162	2	t	t	PROPN
aiti-11678	163	1	i	i	PRON
aiti-11678	163	2	i	i	PRON
aiti-11678	163	3	it	it	PRON
aiti-11678	164	1	t	t	X
aiti-11678	165	1	t	t	PROPN
aiti-11678	165	2	d	d	X
aiti-11678	165	3	t	t	PROPN
aiti-11678	165	4	t	t	X
aiti-11678	165	5	dd	dd	VERB
aiti-11678	166	1	i	i	PRON
aiti-11678	166	2	p	p	X
aiti-11678	166	3	o	o	X
aiti-11678	166	4	s	s	VERB
aiti-11678	166	5	begins	begin	VERB
aiti-11678	166	6	at	at	ADP
aiti-11678	166	7	t	t	NOUN
aiti-11678	167	1	i	i	PRON
aiti-11678	167	2	p	p	PROPN
aiti-11678	167	3	d	d	PROPN
aiti-11678	167	4	b	b	PROPN
aiti-11678	167	5	oβ	oβ	PROPN
aiti-11678	167	6	λ	λ	PROPN
aiti-11678	167	7	β	β	X
aiti-11678	167	8	−	−	X
aiti-11678	168	1	+	+	CCONJ
aiti-11678	168	2	+	+	CCONJ
aiti-11678	168	3	−=	−=	NOUN
aiti-11678	168	4	=	=	SYM
aiti-11678	168	5	=	=	NOUN
aiti-11678	168	6			X
aiti-11678	168	7	(	(	PUNCT
aiti-11678	168	8	10	10	NUM
aiti-11678	168	9	)	)	PUNCT
aiti-11678	168	10	(	(	PUNCT
aiti-11678	168	11	)	)	PUNCT
aiti-11678	168	12	(	(	PUNCT
aiti-11678	168	13	)	)	PUNCT
aiti-11678	168	14	(	(	PUNCT
aiti-11678	168	15	)	)	PUNCT
aiti-11678	168	16	*	*	PUNCT
aiti-11678	168	17	,	,	PUNCT
aiti-11678	168	18	:	:	PUNCT
aiti-11678	168	19	1	1	NUM
aiti-11678	168	20	1	1	NUM
aiti-11678	168	21	,	,	PUNCT
aiti-11678	168	22	n	n	PRON
aiti-11678	168	23	t	t	NOUN
aiti-11678	169	1	i	i	PRON
aiti-11678	170	1	i	i	PRON
aiti-11678	170	2	j	j	PROPN
aiti-11678	171	1	tt	tt	PROPN
aiti-11678	171	2	t	t	PROPN
aiti-11678	172	1	j	j	PROPN
aiti-11678	173	1	i	i	PRON
aiti-11678	173	2	p	p	NOUN
aiti-11678	173	3	o	o	X
aiti-11678	173	4	s	s	X
aiti-11678	173	5	ends	end	NOUN
aiti-11678	173	6	at	at	ADP
aiti-11678	173	7	t	t	PROPN
aiti-11678	173	8	jβ	jβ	PROPN
aiti-11678	174	1	λ	λ	X
aiti-11678	174	2	α	α	X
aiti-11678	174	3	β	β	X
aiti-11678	174	4	=	=	PUNCT
aiti-11678	174	5	=	=	PUNCT
aiti-11678	175	1	−	−	PROPN
aiti-11678	176	1	=	=	PRON
aiti-11678	176	2			X
aiti-11678	176	3	(	(	PUNCT
aiti-11678	176	4	11	11	NUM
aiti-11678	176	5	)	)	PUNCT
aiti-11678	176	6	where	where	SCONJ
aiti-11678	176	7	�	�	PROPN
aiti-11678	176	8	�	�	PROPN
aiti-11678	176	9	�	�	PROPN
aiti-11678	176	10	,	,	PUNCT
aiti-11678	176	11	⋯	⋯	VERB
aiti-11678	176	12	,	,	PUNCT
aiti-11678	176	13	1	1	NUM
aiti-11678	176	14	,	,	PUNCT
aiti-11678	176	15	�	�	PROPN
aiti-11678	176	16	�	�	PROPN
aiti-11678	176	17	1	1	NUM
aiti-11678	176	18	,	,	PUNCT
aiti-11678	176	19	⋯	⋯	PROPN
aiti-11678	176	20	,	,	PUNCT
aiti-11678	176	21	,	,	PUNCT
aiti-11678	176	22	5	5	NUM
aiti-11678	176	23	�	�	PROPN
aiti-11678	176	24	∗	∗	NOUN
aiti-11678	176	25	�	�	PROPN
aiti-11678	176	26	�	�	PROPN
aiti-11678	176	27	�	�	PROPN
aiti-11678	176	28	is	be	AUX
aiti-11678	176	29	the	the	DET
aiti-11678	176	30	probability	probability	NOUN
aiti-11678	176	31	of	of	ADP
aiti-11678	176	32	the	the	DET
aiti-11678	176	33	partial	partial	ADJ
aiti-11678	176	34	observation	observation	NOUN
aiti-11678	176	35	sequence	sequence	NOUN
aiti-11678	176	36	from	from	ADP
aiti-11678	176	37	time	time	NOUN
aiti-11678	176	38	�	�	PROPN
aiti-11678	176	39	to	to	ADP
aiti-11678	176	40	the	the	DET
aiti-11678	176	41	end	end	NOUN
aiti-11678	176	42	,	,	PUNCT
aiti-11678	176	43	given	give	VERB
aiti-11678	176	44	that	that	SCONJ
aiti-11678	176	45	the	the	DET
aiti-11678	176	46	system	system	NOUN
aiti-11678	176	47	leaves	leave	VERB
aiti-11678	176	48	the	the	DET
aiti-11678	176	49	state	state	NOUN
aiti-11678	176	50	�	�	PROPN
aiti-11678	176	51	at	at	ADP
aiti-11678	176	52	the	the	DET
aiti-11678	176	53	previous	previous	ADJ
aiti-11678	176	54	time	time	NOUN
aiti-11678	176	55	�	�	PROPN
aiti-11678	176	56	−	−	PROPN
aiti-11678	176	57	1	1	NUM
aiti-11678	176	58	and	and	CCONJ
aiti-11678	176	59	with	with	ADP
aiti-11678	176	60	a	a	DET
aiti-11678	176	61	model	model	NOUN
aiti-11678	176	62	�	�	PROPN
aiti-11678	176	63	.	.	PUNCT
aiti-11678	177	1	the	the	DET
aiti-11678	177	2	re	re	NOUN
aiti-11678	177	3	-	-	NOUN
aiti-11678	177	4	estimation	estimation	NOUN
aiti-11678	177	5	of	of	ADP
aiti-11678	177	6	the	the	DET
aiti-11678	177	7	duration	duration	NOUN
aiti-11678	177	8	probability	probability	NOUN
aiti-11678	177	9	�	�	PROPN
aiti-11678	177	10	̂	̂	VERB
aiti-11678	177	11	�	�	PROPN
aiti-11678	177	12	�	�	PROPN
aiti-11678	177	13	�	�	PROPN
aiti-11678	177	14	matrix	matrix	NOUN
aiti-11678	177	15	,	,	PUNCT
aiti-11678	177	16	based	base	VERB
aiti-11678	177	17	on	on	ADP
aiti-11678	177	18	the	the	DET
aiti-11678	177	19	forward	forward	ADJ
aiti-11678	177	20	and	and	CCONJ
aiti-11678	177	21	backward	backward	ADJ
aiti-11678	177	22	variables	variable	NOUN
aiti-11678	177	23	,	,	PUNCT
aiti-11678	177	24	is	be	AUX
aiti-11678	177	25	expressed	express	VERB
aiti-11678	177	26	as	as	ADP
aiti-11678	177	27	[	[	X
aiti-11678	177	28	13	13	NUM
aiti-11678	177	29	]	]	NUM
aiti-11678	177	30	:	:	PUNCT
aiti-11678	177	31	(	(	PUNCT
aiti-11678	177	32	)	)	PUNCT
aiti-11678	177	33	(	(	PUNCT
aiti-11678	177	34	)	)	PUNCT
aiti-11678	177	35	(	(	PUNCT
aiti-11678	177	36	)	)	PUNCT
aiti-11678	177	37	(	(	PUNCT
aiti-11678	177	38	)	)	PUNCT
aiti-11678	177	39	(	(	PUNCT
aiti-11678	177	40	)	)	PUNCT
aiti-11678	177	41	(	(	PUNCT
aiti-11678	177	42	)	)	PUNCT
aiti-11678	177	43	(	(	PUNCT
aiti-11678	177	44	)	)	PUNCT
aiti-11678	177	45	(	(	PUNCT
aiti-11678	177	46	)	)	PUNCT
aiti-11678	177	47	(	(	PUNCT
aiti-11678	177	48	)	)	PUNCT
aiti-11678	177	49	1	1	NUM
aiti-11678	178	1	*	*	PUNCT
aiti-11678	178	2	*	*	PUNCT
aiti-11678	178	3	1	1	NUM
aiti-11678	178	4	:	:	SYM
aiti-11678	178	5	11	11	NUM
aiti-11678	178	6	1	1	NUM
aiti-11678	178	7	*	*	PUNCT
aiti-11678	178	8	*	*	PUNCT
aiti-11678	178	9	1	1	NUM
aiti-11678	178	10	:	:	SYM
aiti-11678	178	11	11	11	NUM
aiti-11678	178	12	1	1	NUM
aiti-11678	178	13	ˆ	ˆ	NOUN
aiti-11678	179	1	t	t	NOUN
aiti-11678	180	1	d	d	X
aiti-11678	180	2	i	i	PRON
aiti-11678	180	3	it	it	PRON
aiti-11678	181	1	t	t	X
aiti-11678	181	2	t	t	PROPN
aiti-11678	182	1	d	d	X
aiti-11678	182	2	t	t	X
aiti-11678	182	3	dt	dt	X
aiti-11678	183	1	i	i	NOUN
aiti-11678	184	1	d	d	PROPN
aiti-11678	184	2	t	t	PROPN
aiti-11678	185	1	d	d	NOUN
aiti-11678	185	2	i	i	PRON
aiti-11678	186	1	it	it	PRON
aiti-11678	187	1	t	t	X
aiti-11678	187	2	t	t	PROPN
aiti-11678	188	1	d	d	NOUN
aiti-11678	188	2	t	t	PROPN
aiti-11678	189	1	dd	dd	NOUN
aiti-11678	190	1	t	t	NOUN
aiti-11678	191	1	i	i	PRON
aiti-11678	191	2	p	p	PROPN
aiti-11678	192	1	d	d	PROPN
aiti-11678	192	2	b	b	X
aiti-11678	193	1	o	o	X
aiti-11678	194	1	i	i	PRON
aiti-11678	194	2	p	p	X
aiti-11678	195	1	d	d	X
aiti-11678	195	2	i	i	PRON
aiti-11678	196	1	p	p	PROPN
aiti-11678	196	2	d	d	PROPN
aiti-11678	196	3	b	b	X
aiti-11678	197	1	o	o	X
aiti-11678	197	2	i	i	PRON
aiti-11678	197	3	α	α	X
aiti-11678	197	4	β	β	VERB
aiti-11678	197	5	α	α	X
aiti-11678	197	6	β	β	X
aiti-11678	197	7	−	−	PROPN
aiti-11678	198	1	+	+	CCONJ
aiti-11678	198	2	−	−	PROPN
aiti-11678	199	1	+	+	CCONJ
aiti-11678	200	1	−	−	PROPN
aiti-11678	200	2	+	+	NOUN
aiti-11678	200	3	=	=	X
aiti-11678	200	4	−	−	PROPN
aiti-11678	201	1	+	+	CCONJ
aiti-11678	201	2	−	−	PROPN
aiti-11678	202	1	+	+	CCONJ
aiti-11678	203	1	−	−	PROPN
aiti-11678	203	2	+	+	NOUN
aiti-11678	203	3	=	=	SYM
aiti-11678	203	4	=	=	SYM
aiti-11678	203	5	=	=	SYM
aiti-11678	203	6			X
aiti-11678	203	7			X
aiti-11678	203	8			X
aiti-11678	203	9	(	(	PUNCT
aiti-11678	203	10	12	12	NUM
aiti-11678	203	11	)	)	PUNCT
aiti-11678	203	12	the	the	DET
aiti-11678	203	13	outline	outline	NOUN
aiti-11678	203	14	of	of	ADP
aiti-11678	203	15	the	the	DET
aiti-11678	203	16	learning	learning	NOUN
aiti-11678	203	17	problem	problem	NOUN
aiti-11678	203	18	used	use	VERB
aiti-11678	203	19	in	in	ADP
aiti-11678	203	20	the	the	DET
aiti-11678	203	21	paper	paper	NOUN
aiti-11678	203	22	is	be	AUX
aiti-11678	203	23	as	as	SCONJ
aiti-11678	203	24	follows	follow	VERB
aiti-11678	203	25	[	[	X
aiti-11678	203	26	7	7	NUM
aiti-11678	203	27	]	]	PUNCT
aiti-11678	203	28	.	.	PUNCT
aiti-11678	204	1	algorithm	algorithm	PROPN
aiti-11678	204	2	1	1	NUM
aiti-11678	204	3	:	:	PUNCT
aiti-11678	204	4	re	re	NOUN
aiti-11678	204	5	-	-	NOUN
aiti-11678	204	6	estimation	estimation	NOUN
aiti-11678	204	7	of	of	ADP
aiti-11678	204	8	�	�	PROPN
aiti-11678	204	9	�	�	PROPN
aiti-11678	204	10	�	�	PROPN
aiti-11678	204	11	�	�	PROPN
aiti-11678	204	12	input	input	NOUN
aiti-11678	204	13	:	:	PUNCT
aiti-11678	204	14	a	a	DET
aiti-11678	204	15	,	,	PUNCT
aiti-11678	204	16	b	b	NOUN
aiti-11678	204	17	,	,	PUNCT
aiti-11678	204	18	coupled	couple	VERB
aiti-11678	204	19	sequences	sequence	NOUN
aiti-11678	204	20	�	�	PROPN
aiti-11678	204	21	�	�	NOUN
aiti-11678	204	22	8	8	NUM
aiti-11678	204	23	,	,	PUNCT
aiti-11678	204	24	�	�	PROPN
aiti-11678	204	25	8	8	NUM
aiti-11678	204	26	�	�	NOUN
aiti-11678	204	27	;	;	PUNCT
aiti-11678	204	28	9	9	NUM
aiti-11678	204	29	�	�	PROPN
aiti-11678	204	30	1,2	1,2	NUM
aiti-11678	204	31	,	,	PUNCT
aiti-11678	204	32	⋯	⋯	PROPN
aiti-11678	204	33	,	,	PUNCT
aiti-11678	204	34	:	:	PUNCT
aiti-11678	204	35	training	training	NOUN
aiti-11678	204	36	:	:	PUNCT
aiti-11678	204	37	set	set	VERB
aiti-11678	204	38	the	the	DET
aiti-11678	204	39	values	value	NOUN
aiti-11678	204	40	of	of	ADP
aiti-11678	204	41	�	�	PROPN
aiti-11678	204	42	�	�	PROPN
aiti-11678	204	43	�	�	PROPN
aiti-11678	204	44	�	�	PROPN
aiti-11678	204	45	with	with	ADP
aiti-11678	204	46	uniform	uniform	ADJ
aiti-11678	204	47	distribution	distribution	NOUN
aiti-11678	204	48	initialize	initialize	VERB
aiti-11678	204	49	the	the	DET
aiti-11678	204	50	(;	(;	PUNCT
aiti-11678	204	51	�	�	PROPN
aiti-11678	204	52	�	�	PROPN
aiti-11678	204	53	�	�	PROPN
aiti-11678	204	54	matrix	matrix	NOUN
aiti-11678	204	55	loop	loop	NOUN
aiti-11678	204	56	for	for	ADP
aiti-11678	204	57	9	9	NUM
aiti-11678	204	58	�	�	PROPN
aiti-11678	204	59	1	1	NUM
aiti-11678	204	60	,	,	PUNCT
aiti-11678	204	61	⋯	⋯	PROPN
aiti-11678	204	62	,	,	PUNCT
aiti-11678	204	63	:	:	PUNCT
aiti-11678	204	64	loop	loop	NOUN
aiti-11678	204	65	for	for	ADP
aiti-11678	204	66	�	�	PROPN
aiti-11678	204	67	�	�	PROPN
aiti-11678	204	68	1	1	NUM
aiti-11678	204	69	,	,	PUNCT
aiti-11678	204	70	⋯	⋯	PROPN
aiti-11678	204	71	,	,	PUNCT
aiti-11678	204	72	�	�	PROPN
aiti-11678	204	73	calculate	calculate	VERB
aiti-11678	204	74	2	2	NUM
aiti-11678	204	75	�	�	PROPN
aiti-11678	204	76	�	�	PROPN
aiti-11678	204	77	�	�	PROPN
aiti-11678	204	78	�	�	PROPN
aiti-11678	204	79	,	,	PUNCT
aiti-11678	204	80	2	2	NUM
aiti-11678	204	81	�	�	PROPN
aiti-11678	204	82	∗	∗	PROPN
aiti-11678	204	83	�	�	PROPN
aiti-11678	204	84	�	�	PROPN
aiti-11678	204	85	�	�	PROPN
aiti-11678	204	86	,	,	PUNCT
aiti-11678	204	87	5	5	NUM
aiti-11678	204	88	�	�	PROPN
aiti-11678	204	89	�	�	PROPN
aiti-11678	204	90	�	�	PROPN
aiti-11678	204	91	�	�	PROPN
aiti-11678	204	92	,	,	PUNCT
aiti-11678	204	93	5	5	NUM
aiti-11678	204	94	�	�	PROPN
aiti-11678	204	95	∗	∗	NOUN
aiti-11678	204	96	�	�	PROPN
aiti-11678	204	97	�	�	PROPN
aiti-11678	204	98	�	�	PROPN
aiti-11678	204	99	compute	compute	NOUN
aiti-11678	204	100	the	the	DET
aiti-11678	204	101	(;	(;	X
aiti-11678	204	102	�	�	PROPN
aiti-11678	204	103	�	�	PROPN
aiti-11678	204	104	�	�	PROPN
aiti-11678	204	105	(;	(;	PUNCT
aiti-11678	204	106	�	�	PROPN
aiti-11678	204	107	�	�	PROPN
aiti-11678	204	108	�	�	PROPN
aiti-11678	204	109	�	�	PROPN
aiti-11678	204	110	(;	(;	PUNCT
aiti-11678	204	111	�	�	PROPN
aiti-11678	204	112	�	�	PROPN
aiti-11678	204	113	�	�	PROPN
aiti-11678	204	114	+	+	CCONJ
aiti-11678	204	115	�	�	PROPN
aiti-11678	204	116	̂	̂	VERB
aiti-11678	204	117	�	�	PROPN
aiti-11678	204	118	�	�	PROPN
aiti-11678	204	119	�	�	PROPN
aiti-11678	204	120	�	�	PROPN
aiti-11678	204	121	�	�	PROPN
aiti-11678	204	122	�	�	PROPN
aiti-11678	204	123	�	�	PROPN
aiti-11678	204	124	�	�	PROPN
aiti-11678	204	125	(;	(;	PUNCT
aiti-11678	204	126	�	�	PROPN
aiti-11678	204	127	�	�	PROPN
aiti-11678	204	128	�	�	PROPN
aiti-11678	204	129	/	/	SYM
aiti-11678	204	130	�	�	PROPN
aiti-11678	204	131	output	output	NOUN
aiti-11678	204	132	:	:	PUNCT
aiti-11678	204	133	�	�	PROPN
aiti-11678	204	134	�	�	PROPN
aiti-11678	204	135	�	�	PROPN
aiti-11678	204	136	�	�	PROPN
aiti-11678	204	137	the	the	DET
aiti-11678	204	138	�	�	PROPN
aiti-11678	204	139	�	�	PROPN
aiti-11678	204	140	�	�	PROPN
aiti-11678	204	141	�	�	PROPN
aiti-11678	204	142	parameter	parameter	NOUN
aiti-11678	204	143	in	in	ADP
aiti-11678	204	144	the	the	DET
aiti-11678	204	145	hsmm	hsmm	PROPN
aiti-11678	204	146	represents	represent	VERB
aiti-11678	204	147	the	the	DET
aiti-11678	204	148	probability	probability	NOUN
aiti-11678	204	149	of	of	ADP
aiti-11678	204	150	the	the	DET
aiti-11678	204	151	system	system	NOUN
aiti-11678	204	152	staying	stay	VERB
aiti-11678	204	153	in	in	ADP
aiti-11678	204	154	the	the	DET
aiti-11678	204	155	state	state	NOUN
aiti-11678	204	156	�	�	PROPN
aiti-11678	204	157	for	for	ADP
aiti-11678	204	158	a	a	DET
aiti-11678	204	159	duration	duration	NOUN
aiti-11678	204	160	of	of	ADP
aiti-11678	204	161	d	d	PROPN
aiti-11678	204	162	time	time	NOUN
aiti-11678	204	163	units	unit	NOUN
aiti-11678	204	164	.	.	PUNCT
aiti-11678	205	1	in	in	ADP
aiti-11678	205	2	other	other	ADJ
aiti-11678	205	3	words	word	NOUN
aiti-11678	205	4	,	,	PUNCT
aiti-11678	205	5	the	the	DET
aiti-11678	205	6	�	�	PROPN
aiti-11678	205	7	�	�	PROPN
aiti-11678	205	8	�	�	PROPN
aiti-11678	205	9	�	�	PROPN
aiti-11678	205	10	distribution	distribution	NOUN
aiti-11678	205	11	of	of	ADP
aiti-11678	205	12	state	state	NOUN
aiti-11678	205	13	�	�	PROPN
aiti-11678	205	14	governs	govern	VERB
aiti-11678	205	15	the	the	DET
aiti-11678	205	16	cycle	cycle	NOUN
aiti-11678	205	17	time	time	NOUN
aiti-11678	205	18	for	for	ADP
aiti-11678	205	19	that	that	DET
aiti-11678	205	20	specific	specific	ADJ
aiti-11678	205	21	stage	stage	NOUN
aiti-11678	205	22	of	of	ADP
aiti-11678	205	23	the	the	DET
aiti-11678	205	24	production	production	NOUN
aiti-11678	205	25	process	process	NOUN
aiti-11678	205	26	.	.	PUNCT
aiti-11678	206	1	it	it	PRON
aiti-11678	206	2	is	be	AUX
aiti-11678	206	3	important	important	ADJ
aiti-11678	206	4	to	to	PART
aiti-11678	206	5	note	note	VERB
aiti-11678	206	6	that	that	SCONJ
aiti-11678	206	7	the	the	DET
aiti-11678	206	8	�	�	PROPN
aiti-11678	206	9	̂	̂	VERB
aiti-11678	206	10	�	�	PROPN
aiti-11678	206	11	�	�	PROPN
aiti-11678	206	12	�	�	PROPN
aiti-11678	206	13	eq	eq	PROPN
aiti-11678	206	14	.	.	PUNCT
aiti-11678	207	1	(	(	PUNCT
aiti-11678	207	2	12	12	NUM
aiti-11678	207	3	)	)	PUNCT
aiti-11678	207	4	is	be	AUX
aiti-11678	207	5	computed	compute	VERB
aiti-11678	207	6	from	from	ADP
aiti-11678	207	7	the	the	DET
aiti-11678	207	8	entire	entire	ADJ
aiti-11678	207	9	sequence	sequence	NOUN
aiti-11678	207	10	.	.	PUNCT
aiti-11678	208	1	to	to	PART
aiti-11678	208	2	predict	predict	VERB
aiti-11678	208	3	temporal	temporal	ADJ
aiti-11678	208	4	properties	property	NOUN
aiti-11678	208	5	,	,	PUNCT
aiti-11678	208	6	a	a	DET
aiti-11678	208	7	sequence	sequence	NOUN
aiti-11678	208	8	is	be	AUX
aiti-11678	208	9	advances	advance	NOUN
aiti-11678	208	10	in	in	ADP
aiti-11678	208	11	technology	technology	NOUN
aiti-11678	208	12	innovation	innovation	NOUN
aiti-11678	208	13	,	,	PUNCT
aiti-11678	208	14	vol	vol	NOUN
aiti-11678	208	15	.	.	PROPN
aiti-11678	208	16	8	8	NUM
aiti-11678	208	17	,	,	PUNCT
aiti-11678	208	18	no	no	INTJ
aiti-11678	208	19	.	.	NOUN
aiti-11678	208	20	4	4	NUM
aiti-11678	208	21	,	,	PUNCT
aiti-11678	208	22	2023	2023	NUM
aiti-11678	208	23	,	,	PUNCT
aiti-11678	208	24	pp	pp	ADJ
aiti-11678	208	25	.	.	PUNCT
aiti-11678	209	1	241	241	NUM
aiti-11678	209	2	-	-	SYM
aiti-11678	209	3	253	253	NUM
aiti-11678	209	4	247	247	NUM
aiti-11678	209	5	constructed	construct	VERB
aiti-11678	209	6	by	by	ADP
aiti-11678	209	7	sampling	sample	VERB
aiti-11678	209	8	durations	duration	NOUN
aiti-11678	209	9	from	from	ADP
aiti-11678	209	10	the	the	DET
aiti-11678	209	11	transition	transition	NOUN
aiti-11678	209	12	probabilities	probability	NOUN
aiti-11678	209	13	and	and	CCONJ
aiti-11678	209	14	�	�	PROPN
aiti-11678	209	15	̂	̂	VERB
aiti-11678	209	16	�	�	PROPN
aiti-11678	209	17	�	�	PROPN
aiti-11678	209	18	�	�	PROPN
aiti-11678	209	19	.	.	PUNCT
aiti-11678	210	1	this	this	PRON
aiti-11678	210	2	allows	allow	VERB
aiti-11678	210	3	for	for	ADP
aiti-11678	210	4	the	the	DET
aiti-11678	210	5	estimation	estimation	NOUN
aiti-11678	210	6	of	of	ADP
aiti-11678	210	7	cycle	cycle	NOUN
aiti-11678	210	8	times	time	NOUN
aiti-11678	210	9	and	and	CCONJ
aiti-11678	210	10	throughput	throughput	NOUN
aiti-11678	210	11	time	time	NOUN
aiti-11678	210	12	.	.	PUNCT
aiti-11678	211	1	overall	overall	ADV
aiti-11678	211	2	,	,	PUNCT
aiti-11678	211	3	the	the	DET
aiti-11678	211	4	hsmm	hsmm	NOUN
aiti-11678	211	5	can	can	AUX
aiti-11678	211	6	be	be	AUX
aiti-11678	211	7	modeled	model	VERB
aiti-11678	211	8	from	from	ADP
aiti-11678	211	9	collected	collect	VERB
aiti-11678	211	10	rssi	rssi	ADJ
aiti-11678	211	11	and	and	CCONJ
aiti-11678	211	12	timestamp	timestamp	NOUN
aiti-11678	211	13	data	datum	NOUN
aiti-11678	211	14	in	in	ADP
aiti-11678	211	15	a	a	DET
aiti-11678	211	16	production	production	NOUN
aiti-11678	211	17	process	process	NOUN
aiti-11678	211	18	,	,	PUNCT
aiti-11678	211	19	and	and	CCONJ
aiti-11678	211	20	the	the	DET
aiti-11678	211	21	�	�	PROPN
aiti-11678	211	22	̂	̂	VERB
aiti-11678	211	23	�	�	PROPN
aiti-11678	211	24	�	�	PROPN
aiti-11678	211	25	�	�	PROPN
aiti-11678	211	26	parameter	parameter	NOUN
aiti-11678	211	27	plays	play	VERB
aiti-11678	211	28	a	a	DET
aiti-11678	211	29	key	key	ADJ
aiti-11678	211	30	role	role	NOUN
aiti-11678	211	31	in	in	ADP
aiti-11678	211	32	estimating	estimate	VERB
aiti-11678	211	33	these	these	DET
aiti-11678	211	34	kpis	kpis	NOUN
aiti-11678	211	35	.	.	PUNCT
aiti-11678	212	1	4	4	NUM
aiti-11678	212	2	.	.	NUM
aiti-11678	212	3	experiments	experiment	NOUN
aiti-11678	212	4	three	three	NUM
aiti-11678	212	5	studies	study	NOUN
aiti-11678	212	6	were	be	AUX
aiti-11678	212	7	conducted	conduct	VERB
aiti-11678	212	8	to	to	PART
aiti-11678	212	9	evaluate	evaluate	VERB
aiti-11678	212	10	the	the	DET
aiti-11678	212	11	performance	performance	NOUN
aiti-11678	212	12	of	of	ADP
aiti-11678	212	13	the	the	DET
aiti-11678	212	14	proposed	propose	VERB
aiti-11678	212	15	algorithm	algorithm	NOUN
aiti-11678	212	16	based	base	VERB
aiti-11678	212	17	on	on	ADP
aiti-11678	212	18	numerical	numerical	ADJ
aiti-11678	212	19	,	,	PUNCT
aiti-11678	212	20	simulated	simulated	ADJ
aiti-11678	212	21	,	,	PUNCT
aiti-11678	212	22	and	and	CCONJ
aiti-11678	212	23	real	real	ADJ
aiti-11678	212	24	-	-	PUNCT
aiti-11678	212	25	world	world	NOUN
aiti-11678	212	26	experiments	experiment	NOUN
aiti-11678	212	27	.	.	PUNCT
aiti-11678	213	1	furthermore	furthermore	ADV
aiti-11678	213	2	,	,	PUNCT
aiti-11678	213	3	the	the	DET
aiti-11678	213	4	evaluation	evaluation	NOUN
aiti-11678	213	5	aimed	aim	VERB
aiti-11678	213	6	to	to	PART
aiti-11678	213	7	validate	validate	VERB
aiti-11678	213	8	the	the	DET
aiti-11678	213	9	effectiveness	effectiveness	NOUN
aiti-11678	213	10	of	of	ADP
aiti-11678	213	11	the	the	DET
aiti-11678	213	12	algorithm	algorithm	NOUN
aiti-11678	213	13	across	across	ADP
aiti-11678	213	14	various	various	ADJ
aiti-11678	213	15	scenarios	scenario	NOUN
aiti-11678	213	16	and	and	CCONJ
aiti-11678	213	17	provide	provide	VERB
aiti-11678	213	18	empirical	empirical	ADJ
aiti-11678	213	19	evidence	evidence	NOUN
aiti-11678	213	20	of	of	ADP
aiti-11678	213	21	its	its	PRON
aiti-11678	213	22	capabilities	capability	NOUN
aiti-11678	213	23	.	.	PUNCT
aiti-11678	214	1	4.1	4.1	NUM
aiti-11678	214	2	.	.	PUNCT
aiti-11678	214	3	numerical	numerical	ADJ
aiti-11678	214	4	experiment	experiment	NOUN
aiti-11678	214	5	in	in	ADP
aiti-11678	214	6	this	this	DET
aiti-11678	214	7	experiment	experiment	NOUN
aiti-11678	214	8	,	,	PUNCT
aiti-11678	214	9	1000	1000	NUM
aiti-11678	214	10	state	state	NOUN
aiti-11678	214	11	/	/	SYM
aiti-11678	214	12	observation	observation	NOUN
aiti-11678	214	13	sequences	sequence	NOUN
aiti-11678	214	14	were	be	AUX
aiti-11678	214	15	based	base	VERB
aiti-11678	214	16	on	on	ADP
aiti-11678	214	17	given	give	VERB
aiti-11678	214	18	hsmm	hsmm	PROPN
aiti-11678	214	19	parameters	parameter	NOUN
aiti-11678	214	20	(	(	PUNCT
aiti-11678	214	21	�	�	PROPN
aiti-11678	214	22	,	,	PUNCT
aiti-11678	214	23	a	a	DET
aiti-11678	214	24	,	,	PUNCT
aiti-11678	214	25	b	b	NOUN
aiti-11678	214	26	,	,	PUNCT
aiti-11678	214	27	p	p	NOUN
aiti-11678	214	28	)	)	PUNCT
aiti-11678	214	29	.	.	PUNCT
aiti-11678	215	1	each	each	DET
aiti-11678	215	2	coupled	couple	VERB
aiti-11678	215	3	sequence	sequence	NOUN
aiti-11678	215	4	contains	contain	VERB
aiti-11678	215	5	two	two	NUM
aiti-11678	215	6	types	type	NOUN
aiti-11678	215	7	of	of	ADP
aiti-11678	215	8	data	datum	NOUN
aiti-11678	215	9	:	:	PUNCT
aiti-11678	215	10	observed	observed	ADJ
aiti-11678	215	11	(	(	PUNCT
aiti-11678	215	12	rssi	rssi	ADJ
aiti-11678	215	13	)	)	PUNCT
aiti-11678	215	14	signals	signal	NOUN
aiti-11678	215	15	and	and	CCONJ
aiti-11678	215	16	state	state	NOUN
aiti-11678	215	17	sequences	sequence	NOUN
aiti-11678	215	18	.	.	PUNCT
aiti-11678	216	1	hsmm	hsmm	PROPN
aiti-11678	216	2	parameters	parameter	NOUN
aiti-11678	216	3	were	be	AUX
aiti-11678	216	4	defined	define	VERB
aiti-11678	216	5	as	as	SCONJ
aiti-11678	216	6	follows	follow	VERB
aiti-11678	216	7	:	:	PUNCT
aiti-11678	216	8	(	(	PUNCT
aiti-11678	216	9	1	1	X
aiti-11678	216	10	)	)	PUNCT
aiti-11678	216	11	the	the	DET
aiti-11678	216	12	number	number	NOUN
aiti-11678	216	13	of	of	ADP
aiti-11678	216	14	working	working	NOUN
aiti-11678	216	15	areas	area	NOUN
aiti-11678	216	16	n	n	PRON
aiti-11678	216	17	is	be	AUX
aiti-11678	216	18	7	7	NUM
aiti-11678	216	19	.	.	PUNCT
aiti-11678	217	1	(	(	PUNCT
aiti-11678	217	2	2	2	X
aiti-11678	217	3	)	)	PUNCT
aiti-11678	217	4	the	the	DET
aiti-11678	217	5	maximum	maximum	PROPN
aiti-11678	217	6	duration	duration	NOUN
aiti-11678	217	7	�	�	PROPN
aiti-11678	217	8	�	�	PROPN
aiti-11678	217	9	8	8	NUM
aiti-11678	217	10	epochs	epoch	NOUN
aiti-11678	217	11	.	.	PUNCT
aiti-11678	218	1	(	(	PUNCT
aiti-11678	218	2	3	3	X
aiti-11678	218	3	)	)	PUNCT
aiti-11678	218	4	probability	probability	NOUN
aiti-11678	218	5	distribution	distribution	NOUN
aiti-11678	218	6	matrix	matrix	NOUN
aiti-11678	218	7	(	(	PUNCT
aiti-11678	218	8	�	�	PROPN
aiti-11678	218	9	�	�	PROPN
aiti-11678	218	10	�	�	PROPN
aiti-11678	218	11	�	�	PROPN
aiti-11678	218	12	�	�	PROPN
aiti-11678	218	13	�	�	PROPN
aiti-11678	218	14	�	�	PROPN
aiti-11678	218	15	for	for	ADP
aiti-11678	218	16	the	the	DET
aiti-11678	218	17	system	system	NOUN
aiti-11678	218	18	to	to	PART
aiti-11678	218	19	leave	leave	VERB
aiti-11678	218	20	the	the	DET
aiti-11678	218	21	state	state	NOUN
aiti-11678	218	22	�	�	PROPN
aiti-11678	218	23	after	after	SCONJ
aiti-11678	218	24	d	d	PROPN
aiti-11678	218	25	duration	duration	NOUN
aiti-11678	218	26	is	be	AUX
aiti-11678	218	27	given	give	VERB
aiti-11678	218	28	by	by	ADP
aiti-11678	218	29	.	.	PROPN
aiti-11678	218	30	0	0	NUM
aiti-11678	218	31	0.6	0.6	NUM
aiti-11678	218	32	0.4	0.4	NUM
aiti-11678	218	33	0	0	NUM
aiti-11678	218	34	0	0	NUM
aiti-11678	218	35	0	0	NUM
aiti-11678	218	36	0	0	NUM
aiti-11678	218	37	0	0	NUM
aiti-11678	218	38	0	0	NUM
aiti-11678	218	39	0	0	NUM
aiti-11678	218	40	0	0	NUM
aiti-11678	218	41	0	0	NUM
aiti-11678	219	1	0.3	0.3	NUM
aiti-11678	219	2	0.1	0.1	NUM
aiti-11678	219	3	0.3	0.3	NUM
aiti-11678	219	4	0.3	0.3	NUM
aiti-11678	219	5	0	0	NUM
aiti-11678	219	6	0	0	NUM
aiti-11678	219	7	0	0	NUM
aiti-11678	219	8	0	0	NUM
aiti-11678	219	9	0	0	NUM
aiti-11678	219	10	0.7	0.7	NUM
aiti-11678	219	11	0.1	0.1	NUM
aiti-11678	219	12	0.2	0.2	NUM
aiti-11678	219	13	0	0	NUM
aiti-11678	219	14	0	0	NUM
aiti-11678	219	15	0.3	0.3	NUM
aiti-11678	219	16	0.4	0.4	NUM
aiti-11678	219	17	0.3	0.3	NUM
aiti-11678	219	18	0	0	NUM
aiti-11678	219	19	0	0	NUM
aiti-11678	219	20	0	0	NUM
aiti-11678	219	21	0	0	NUM
aiti-11678	219	22	0	0	NUM
aiti-11678	219	23	0	0	NUM
aiti-11678	219	24	0.4	0.4	NUM
aiti-11678	219	25	0.2	0.2	NUM
aiti-11678	219	26	0.2	0.2	NUM
aiti-11678	219	27	0.2	0.2	NUM
aiti-11678	219	28	0	0	NUM
aiti-11678	219	29	0	0	NUM
aiti-11678	219	30	0.4	0.4	NUM
aiti-11678	219	31	0.4	0.4	NUM
aiti-11678	219	32	0.2	0.2	NUM
aiti-11678	219	33	0	0	NUM
aiti-11678	219	34	0	0	NUM
aiti-11678	219	35	0	0	NUM
aiti-11678	219	36	0	0	NUM
aiti-11678	219	37	1	1	NUM
aiti-11678	219	38	0	0	NUM
aiti-11678	219	39	0	0	NUM
aiti-11678	219	40	0	0	NUM
aiti-11678	219	41	0	0	NUM
aiti-11678	219	42	0	0	NUM
aiti-11678	219	43	0	0	NUM
aiti-11678	219	44	0	0	NUM
aiti-11678	220	1	p	p	NOUN
aiti-11678	220	2			PROPN
aiti-11678	220	3			ADJ
aiti-11678	220	4			NOUN
aiti-11678	220	5			PROPN
aiti-11678	220	6			NOUN
aiti-11678	220	7			NOUN
aiti-11678	220	8			NOUN
aiti-11678	220	9			NOUN
aiti-11678	220	10			NOUN
aiti-11678	220	11			NOUN
aiti-11678	220	12	=	=	SYM
aiti-11678	220	13			NOUN
aiti-11678	220	14			NOUN
aiti-11678	220	15			NOUN
aiti-11678	220	16			NOUN
aiti-11678	220	17			NOUN
aiti-11678	220	18			NOUN
aiti-11678	220	19			NOUN
aiti-11678	220	20			NOUN
aiti-11678	220	21			NOUN
aiti-11678	220	22			NOUN
aiti-11678	220	23			NOUN
aiti-11678	220	24			PROPN
aiti-11678	220	25	(	(	PUNCT
aiti-11678	220	26	13	13	NUM
aiti-11678	220	27	)	)	PUNCT
aiti-11678	220	28	(	(	PUNCT
aiti-11678	220	29	4	4	X
aiti-11678	220	30	)	)	PUNCT
aiti-11678	220	31	the	the	DET
aiti-11678	220	32	values	value	NOUN
aiti-11678	220	33	of	of	ADP
aiti-11678	220	34	rssi	rssi	NOUN
aiti-11678	220	35	are	be	AUX
aiti-11678	220	36	computed	compute	VERB
aiti-11678	220	37	using	use	VERB
aiti-11678	220	38	a	a	DET
aiti-11678	220	39	gaussian	gaussian	ADJ
aiti-11678	220	40	mixture	mixture	NOUN
aiti-11678	220	41	model	model	NOUN
aiti-11678	220	42	with	with	ADP
aiti-11678	220	43	mean	mean	PROPN
aiti-11678	220	44	and	and	CCONJ
aiti-11678	220	45	variance	variance	NOUN
aiti-11678	220	46	:	:	PUNCT
aiti-11678	220	47	50	50	NUM
aiti-11678	220	48	75	75	NUM
aiti-11678	220	49	100	100	NUM
aiti-11678	220	50	100	100	NUM
aiti-11678	220	51	100	100	NUM
aiti-11678	220	52	100	100	NUM
aiti-11678	220	53	100	100	NUM
aiti-11678	220	54	78	78	NUM
aiti-11678	220	55	55	55	NUM
aiti-11678	220	56	80	80	NUM
aiti-11678	220	57	100	100	NUM
aiti-11678	220	58	100	100	NUM
aiti-11678	220	59	100	100	NUM
aiti-11678	220	60	100	100	NUM
aiti-11678	220	61	95	95	NUM
aiti-11678	220	62	78	78	NUM
aiti-11678	220	63	56	56	NUM
aiti-11678	220	64	87	87	NUM
aiti-11678	220	65	100	100	NUM
aiti-11678	220	66	100	100	NUM
aiti-11678	220	67	100	100	NUM
aiti-11678	220	68	100	100	NUM
aiti-11678	220	69	100	100	NUM
aiti-11678	220	70	70	70	NUM
aiti-11678	220	71	50	50	NUM
aiti-11678	220	72	79	79	NUM
aiti-11678	220	73	100	100	NUM
aiti-11678	220	74	100	100	NUM
aiti-11678	220	75	100	100	NUM
aiti-11678	220	76	100	100	NUM
aiti-11678	220	77	100	100	NUM
aiti-11678	220	78	78	78	NUM
aiti-11678	220	79	54	54	NUM
aiti-11678	220	80	80	80	NUM
aiti-11678	220	81	100	100	NUM
aiti-11678	220	82	100	100	NUM
aiti-11678	220	83	100	100	NUM
aiti-11678	220	84	100	100	NUM
aiti-11678	220	85	100	100	NUM
aiti-11678	220	86	79	79	NUM
aiti-11678	220	87	50	50	NUM
aiti-11678	220	88	80	80	NUM
aiti-11678	220	89	100	100	NUM
aiti-11678	220	90	100	100	NUM
aiti-11678	220	91	100	100	NUM
aiti-11678	220	92	100	100	NUM
aiti-11678	220	93	100	100	NUM
aiti-11678	220	94	100	100	NUM
aiti-11678	220	95	53	53	NUM
aiti-11678	220	96	µ	µ	PRON
aiti-11678	220	97	−	−	ADP
aiti-11678	220	98	−	−	PROPN
aiti-11678	220	99	−	−	PROPN
aiti-11678	220	100	−	−	PROPN
aiti-11678	220	101	−	−	PROPN
aiti-11678	220	102	−	−	NOUN
aiti-11678	220	103	−	−	NOUN
aiti-11678	220	104			X
aiti-11678	220	105			X
aiti-11678	220	106	−	−	ADP
aiti-11678	220	107	−	−	PROPN
aiti-11678	221	1	−	−	NOUN
aiti-11678	221	2	−	−	PROPN
aiti-11678	222	1	−	−	NOUN
aiti-11678	222	2	−	−	PROPN
aiti-11678	222	3	−	−	X
aiti-11678	222	4			PROPN
aiti-11678	222	5			NOUN
aiti-11678	222	6	−	−	ADP
aiti-11678	222	7	−	−	ADP
aiti-11678	222	8	−	−	NOUN
aiti-11678	222	9	−	−	PROPN
aiti-11678	222	10	−	−	NOUN
aiti-11678	222	11	−	−	PROPN
aiti-11678	222	12	−	−	PROPN
aiti-11678	222	13			NOUN
aiti-11678	222	14			NOUN
aiti-11678	222	15	=	=	PUNCT
aiti-11678	222	16	−	−	PROPN
aiti-11678	222	17	−	−	NUM
aiti-11678	222	18	−	−	PROPN
aiti-11678	222	19	−	−	PROPN
aiti-11678	222	20	−	−	NOUN
aiti-11678	222	21	−	−	PROPN
aiti-11678	222	22	−	−	X
aiti-11678	222	23			PROPN
aiti-11678	222	24			NOUN
aiti-11678	222	25	−	−	ADP
aiti-11678	222	26	−	−	ADP
aiti-11678	223	1	−	−	NOUN
aiti-11678	223	2	−	−	PROPN
aiti-11678	224	1	−	−	NOUN
aiti-11678	224	2	−	−	PROPN
aiti-11678	224	3	−	−	PROPN
aiti-11678	224	4			NOUN
aiti-11678	224	5			NOUN
aiti-11678	224	6	−	−	NOUN
aiti-11678	224	7	−	−	PROPN
aiti-11678	224	8	−	−	PROPN
aiti-11678	224	9	−	−	PROPN
aiti-11678	224	10	−	−	NOUN
aiti-11678	224	11	−	−	PROPN
aiti-11678	224	12	−	−	PUNCT
aiti-11678	224	13			NOUN
aiti-11678	224	14	−	−	ADP
aiti-11678	224	15	−	−	PROPN
aiti-11678	224	16	−	−	PROPN
aiti-11678	224	17	−	−	PROPN
aiti-11678	224	18	−	−	PROPN
aiti-11678	224	19	−	−	PROPN
aiti-11678	224	20	−	−	PROPN
aiti-11678	224	21			PROPN
aiti-11678	224	22			PROPN
aiti-11678	224	23	(	(	PUNCT
aiti-11678	224	24	14	14	NUM
aiti-11678	224	25	)	)	SYM
aiti-11678	224	26	5	5	NUM
aiti-11678	224	27	2	2	NUM
aiti-11678	224	28	1	1	NUM
aiti-11678	224	29	1	1	NUM
aiti-11678	224	30	1	1	NUM
aiti-11678	224	31	1	1	NUM
aiti-11678	224	32	1	1	NUM
aiti-11678	224	33	1	1	NUM
aiti-11678	224	34	3	3	NUM
aiti-11678	224	35	2	2	NUM
aiti-11678	224	36	1	1	NUM
aiti-11678	224	37	1	1	NUM
aiti-11678	224	38	1	1	NUM
aiti-11678	224	39	1	1	NUM
aiti-11678	224	40	1	1	NUM
aiti-11678	224	41	2	2	NUM
aiti-11678	224	42	4	4	NUM
aiti-11678	224	43	2	2	NUM
aiti-11678	224	44	1	1	NUM
aiti-11678	224	45	1	1	NUM
aiti-11678	224	46	1	1	NUM
aiti-11678	224	47	1	1	NUM
aiti-11678	224	48	1	1	NUM
aiti-11678	224	49	3	3	NUM
aiti-11678	224	50	5	5	NUM
aiti-11678	224	51	2	2	NUM
aiti-11678	224	52	1	1	NUM
aiti-11678	224	53	1	1	NUM
aiti-11678	224	54	1	1	NUM
aiti-11678	224	55	1	1	NUM
aiti-11678	224	56	1	1	NUM
aiti-11678	224	57	2	2	NUM
aiti-11678	224	58	3	3	NUM
aiti-11678	224	59	2	2	NUM
aiti-11678	224	60	1	1	NUM
aiti-11678	224	61	1	1	NUM
aiti-11678	224	62	1	1	NUM
aiti-11678	224	63	1	1	NUM
aiti-11678	224	64	1	1	NUM
aiti-11678	224	65	2	2	NUM
aiti-11678	224	66	4	4	NUM
aiti-11678	224	67	2	2	NUM
aiti-11678	224	68	1	1	NUM
aiti-11678	224	69	1	1	NUM
aiti-11678	224	70	1	1	NUM
aiti-11678	224	71	1	1	NUM
aiti-11678	224	72	2	2	NUM
aiti-11678	224	73	2	2	NUM
aiti-11678	224	74	3	3	NUM
aiti-11678	224	75	σ	σ	NUM
aiti-11678	224	76			PROPN
aiti-11678	224	77			ADJ
aiti-11678	224	78			NOUN
aiti-11678	224	79			PROPN
aiti-11678	224	80			NOUN
aiti-11678	224	81			NOUN
aiti-11678	224	82			NOUN
aiti-11678	224	83			NOUN
aiti-11678	224	84			NOUN
aiti-11678	224	85			NOUN
aiti-11678	224	86	=	=	SYM
aiti-11678	224	87			NOUN
aiti-11678	224	88			NOUN
aiti-11678	224	89			NOUN
aiti-11678	224	90			NOUN
aiti-11678	224	91			NOUN
aiti-11678	224	92			NOUN
aiti-11678	224	93			NOUN
aiti-11678	224	94			NOUN
aiti-11678	224	95			NOUN
aiti-11678	224	96			NOUN
aiti-11678	224	97			NOUN
aiti-11678	224	98			PROPN
aiti-11678	224	99	(	(	PUNCT
aiti-11678	224	100	15	15	NUM
aiti-11678	224	101	)	)	PUNCT
aiti-11678	224	102	the	the	DET
aiti-11678	224	103	sequence	sequence	NOUN
aiti-11678	224	104	generation	generation	NOUN
aiti-11678	224	105	is	be	AUX
aiti-11678	224	106	outlined	outline	VERB
aiti-11678	224	107	using	use	VERB
aiti-11678	224	108	algorithm	algorithm	NOUN
aiti-11678	224	109	2	2	NUM
aiti-11678	224	110	.	.	PUNCT
aiti-11678	225	1	then	then	ADV
aiti-11678	225	2	,	,	PUNCT
aiti-11678	225	3	algorithm	algorithm	PROPN
aiti-11678	225	4	1	1	NUM
aiti-11678	225	5	is	be	AUX
aiti-11678	225	6	used	use	VERB
aiti-11678	225	7	with	with	ADP
aiti-11678	225	8	the	the	DET
aiti-11678	225	9	generated	generate	VERB
aiti-11678	225	10	data	datum	NOUN
aiti-11678	225	11	to	to	PART
aiti-11678	225	12	estimate	estimate	VERB
aiti-11678	225	13	the	the	DET
aiti-11678	225	14	probability	probability	NOUN
aiti-11678	225	15	distribution	distribution	NOUN
aiti-11678	225	16	matrix	matrix	NOUN
aiti-11678	225	17	�	�	NOUN
aiti-11678	225	18	̂.	̂.	NOUN
aiti-11678	225	19	algorithm	algorithm	NOUN
aiti-11678	225	20	2	2	NUM
aiti-11678	225	21	:	:	PUNCT
aiti-11678	225	22	sequence	sequence	NOUN
aiti-11678	225	23	generation	generation	NOUN
aiti-11678	225	24	input	input	NOUN
aiti-11678	225	25	:	:	PUNCT
aiti-11678	225	26	�	�	PROPN
aiti-11678	225	27	�	�	PROPN
aiti-11678	225	28	�	�	PROPN
aiti-11678	225	29	,	,	PUNCT
aiti-11678	225	30	*	*	PUNCT
aiti-11678	225	31	,	,	PUNCT
aiti-11678	225	32	?	?	PUNCT
aiti-11678	225	33	,	,	PUNCT
aiti-11678	225	34	�	�	PROPN
aiti-11678	225	35	,	,	PUNCT
aiti-11678	225	36	(	(	PUNCT
aiti-11678	225	37	,	,	PUNCT
aiti-11678	225	38	is	be	AUX
aiti-11678	225	39	the	the	DET
aiti-11678	225	40	number	number	NOUN
aiti-11678	225	41	of	of	ADP
aiti-11678	225	42	states	state	NOUN
aiti-11678	225	43	and	and	CCONJ
aiti-11678	225	44	m	m	PROPN
aiti-11678	225	45	is	be	AUX
aiti-11678	225	46	rssi	rssi	ADJ
aiti-11678	225	47	observations	observation	NOUN
aiti-11678	225	48	advances	advance	NOUN
aiti-11678	225	49	in	in	ADP
aiti-11678	225	50	technology	technology	NOUN
aiti-11678	225	51	innovation	innovation	NOUN
aiti-11678	225	52	,	,	PUNCT
aiti-11678	225	53	vol	vol	NOUN
aiti-11678	225	54	.	.	PROPN
aiti-11678	225	55	8	8	NUM
aiti-11678	225	56	,	,	PUNCT
aiti-11678	225	57	no	no	INTJ
aiti-11678	225	58	.	.	NOUN
aiti-11678	225	59	4	4	NUM
aiti-11678	225	60	,	,	PUNCT
aiti-11678	225	61	2023	2023	NUM
aiti-11678	225	62	,	,	PUNCT
aiti-11678	225	63	pp	pp	ADJ
aiti-11678	225	64	.	.	PUNCT
aiti-11678	226	1	241	241	NUM
aiti-11678	226	2	-	-	SYM
aiti-11678	226	3	253	253	NUM
aiti-11678	226	4	248	248	NUM
aiti-11678	226	5	output	output	NOUN
aiti-11678	226	6	:	:	PUNCT
aiti-11678	226	7	hidden	hide	VERB
aiti-11678	226	8	state	state	NOUN
aiti-11678	226	9	s	s	NOUN
aiti-11678	226	10	and	and	CCONJ
aiti-11678	226	11	rssi	rssi	ADJ
aiti-11678	226	12	observations	observation	NOUN
aiti-11678	226	13	o	o	INTJ
aiti-11678	226	14	for	for	ADP
aiti-11678	226	15	�	�	PROPN
aiti-11678	226	16	�	�	PROPN
aiti-11678	226	17	1	1	NUM
aiti-11678	226	18	�	�	PROPN
aiti-11678	226	19	@	@	ADP
aiti-11678	226	20	if	if	SCONJ
aiti-11678	226	21	�	�	PROPN
aiti-11678	226	22	�	�	PROPN
aiti-11678	226	23	�	�	PROPN
aiti-11678	226	24	1	1	NUM
aiti-11678	226	25	�	�	PROPN
aiti-11678	226	26	abcbd	abcbd	PROPN
aiti-11678	226	27	�	�	PROPN
aiti-11678	226	28	be	be	NOUN
aiti-11678	226	29	�	�	NOUN
aiti-11678	226	30	select	select	ADJ
aiti-11678	226	31	a	a	DET
aiti-11678	226	32	state	state	NOUN
aiti-11678	226	33	based	base	VERB
aiti-11678	226	34	on	on	ADP
aiti-11678	226	35	the	the	DET
aiti-11678	226	36	given	give	VERB
aiti-11678	226	37	�	�	PROPN
aiti-11678	226	38	initial	initial	ADJ
aiti-11678	226	39	probabilities	probability	NOUN
aiti-11678	226	40	else	else	ADV
aiti-11678	226	41	�	�	PROPN
aiti-11678	226	42	abcbd	abcbd	PROPN
aiti-11678	226	43	�	�	PROPN
aiti-11678	226	44	be	be	NOUN
aiti-11678	226	45	�	�	NOUN
aiti-11678	226	46	select	select	ADJ
aiti-11678	226	47	a	a	DET
aiti-11678	226	48	state	state	NOUN
aiti-11678	226	49	using	use	VERB
aiti-11678	226	50	the	the	DET
aiti-11678	226	51	previous	previous	ADJ
aiti-11678	226	52	state	state	NOUN
aiti-11678	226	53	and	and	CCONJ
aiti-11678	226	54	a	a	DET
aiti-11678	226	55	probability	probability	NOUN
aiti-11678	226	56	end	end	NOUN
aiti-11678	226	57	�	�	PROPN
aiti-11678	226	58	fg	fg	PROPN
aiti-11678	226	59	�	�	PROPN
aiti-11678	226	60	�	�	PROPN
aiti-11678	226	61	�	�	PROPN
aiti-11678	226	62	@habcbd	@habcbd	PROPN
aiti-11678	226	63	�	�	PROPN
aiti-11678	226	64	be	be	VERB
aiti-11678	226	65	�	�	NOUN
aiti-11678	226	66	based	base	VERB
aiti-11678	226	67	on	on	ADP
aiti-11678	226	68	the	the	DET
aiti-11678	226	69	�	�	PROPN
aiti-11678	226	70	abcbd	abcbd	PROPN
aiti-11678	226	71	�	�	PROPN
aiti-11678	226	72	be	be	VERB
aiti-11678	226	73	and	and	CCONJ
aiti-11678	226	74	p	p	NOUN
aiti-11678	226	75	probabilities	probability	NOUN
aiti-11678	226	76	,	,	PUNCT
aiti-11678	226	77	choose	choose	VERB
aiti-11678	226	78	the	the	DET
aiti-11678	226	79	duration	duration	NOUN
aiti-11678	226	80	for	for	ADP
aiti-11678	226	81	9	9	NUM
aiti-11678	226	82	�	�	PROPN
aiti-11678	226	83	1	1	NUM
aiti-11678	226	84	�	�	PROPN
aiti-11678	226	85	@	@	ADP
aiti-11678	226	86	�	�	PROPN
aiti-11678	226	87	fg	fg	PROPN
aiti-11678	226	88	�	�	PROPN
aiti-11678	226	89	�	�	PROPN
aiti-11678	226	90	�	�	PROPN
aiti-11678	226	91	@habcbd	@habcbd	PROPN
aiti-11678	226	92	�	�	NOUN
aiti-11678	226	93	be	be	VERB
aiti-11678	226	94	for	for	ADP
aiti-11678	226	95	�	�	PROPN
aiti-11678	226	96	1	1	NUM
aiti-11678	226	97	�	�	PROPN
aiti-11678	226	98	@	@	ADP
aiti-11678	226	99	i	i	PROPN
aiti-11678	226	100	�	�	PROPN
aiti-11678	226	101	�	�	PROPN
aiti-11678	226	102	-	-	PUNCT
aiti-11678	226	103	,	,	PUNCT
aiti-11678	226	104	9	9	NUM
aiti-11678	226	105	�	�	PROPN
aiti-11678	226	106	�	�	PROPN
aiti-11678	226	107	generate	generate	VERB
aiti-11678	226	108	random	random	ADJ
aiti-11678	226	109	value	value	NOUN
aiti-11678	226	110	from	from	ADP
aiti-11678	226	111	*	*	PUNCT
aiti-11678	226	112	and	and	CCONJ
aiti-11678	226	113	?	?	PUNCT
aiti-11678	227	1	with	with	ADP
aiti-11678	227	2	�	�	PROPN
aiti-11678	227	3	abcbd	abcbd	PROPN
aiti-11678	227	4	�	�	PROPN
aiti-11678	227	5	be	be	VERB
aiti-11678	227	6	end	end	NOUN
aiti-11678	227	7	end	end	NOUN
aiti-11678	227	8	�	�	PROPN
aiti-11678	227	9	ejkl	ejkl	PROPN
aiti-11678	227	10	�	�	PROPN
aiti-11678	227	11	mn	mn	PROPN
aiti-11678	227	12	�	�	PROPN
aiti-11678	227	13	1	1	NUM
aiti-11678	227	14	:	:	PUNCT
aiti-11678	227	15	�	�	PROPN
aiti-11678	227	16	fg	fg	PROPN
aiti-11678	227	17	�	�	PROPN
aiti-11678	227	18	�	�	PROPN
aiti-11678	227	19	�	�	PROPN
aiti-11678	227	20	@habcbd	@habcbd	PROPN
aiti-11678	227	21	�	�	PROPN
aiti-11678	227	22	be	be	VERB
aiti-11678	227	23	�	�	PROPN
aiti-11678	227	24	�	�	PROPN
aiti-11678	227	25	�	�	PROPN
aiti-11678	227	26	abcbd	abcbd	PROPN
aiti-11678	227	27	�	�	PROPN
aiti-11678	227	28	be	be	VERB
aiti-11678	227	29	�	�	PROPN
aiti-11678	227	30	�	�	PROPN
aiti-11678	227	31	o	o	NOUN
aiti-11678	227	32	�	�	PROPN
aiti-11678	227	33	,	,	PUNCT
aiti-11678	227	34	�	�	PROPN
aiti-11678	227	35	ejkl	ejkl	NOUN
aiti-11678	227	36	�	�	PROPN
aiti-11678	227	37	mnp	mnp	PROPN
aiti-11678	227	38	�	�	PROPN
aiti-11678	227	39	�	�	PROPN
aiti-11678	227	40	o	o	NOUN
aiti-11678	227	41	�	�	PROPN
aiti-11678	227	42	,	,	PUNCT
aiti-11678	227	43	@p	@p	PRON
aiti-11678	227	44	end	end	VERB
aiti-11678	227	45	4.2	4.2	NUM
aiti-11678	227	46	.	.	PUNCT
aiti-11678	228	1	simulated	simulate	VERB
aiti-11678	228	2	experiment	experiment	NOUN
aiti-11678	228	3	the	the	DET
aiti-11678	228	4	matlab	matlab	PROPN
aiti-11678	228	5	bluetooth	bluetooth	PROPN
aiti-11678	228	6	toolbox	toolbox	NOUN
aiti-11678	228	7	enables	enable	VERB
aiti-11678	228	8	users	user	NOUN
aiti-11678	228	9	to	to	PART
aiti-11678	228	10	create	create	VERB
aiti-11678	228	11	a	a	DET
aiti-11678	228	12	simulation	simulation	NOUN
aiti-11678	228	13	environment	environment	NOUN
aiti-11678	228	14	of	of	ADP
aiti-11678	228	15	ble	ble	ADJ
aiti-11678	228	16	devices	device	NOUN
aiti-11678	228	17	.	.	PUNCT
aiti-11678	229	1	fig	fig	NOUN
aiti-11678	229	2	.	.	PUNCT
aiti-11678	230	1	4	4	NUM
aiti-11678	230	2	shows	show	VERB
aiti-11678	230	3	the	the	DET
aiti-11678	230	4	2d	2d	NUM
aiti-11678	230	5	coordinates	coordinate	NOUN
aiti-11678	230	6	of	of	ADP
aiti-11678	230	7	the	the	DET
aiti-11678	230	8	ble	ble	ADJ
aiti-11678	230	9	scanners	scanner	NOUN
aiti-11678	230	10	with	with	ADP
aiti-11678	230	11	moving	move	VERB
aiti-11678	230	12	ble	ble	ADJ
aiti-11678	230	13	tags	tag	NOUN
aiti-11678	230	14	.	.	PUNCT
aiti-11678	231	1	this	this	DET
aiti-11678	231	2	study	study	NOUN
aiti-11678	231	3	uses	use	VERB
aiti-11678	231	4	matlab	matlab	PROPN
aiti-11678	231	5	bluetooth	bluetooth	PROPN
aiti-11678	231	6	toolbox	toolbox	PROPN
aiti-11678	231	7	to	to	PART
aiti-11678	231	8	simulate	simulate	VERB
aiti-11678	231	9	ble	ble	ADJ
aiti-11678	231	10	transmission	transmission	NOUN
aiti-11678	231	11	to	to	PART
aiti-11678	231	12	find	find	VERB
aiti-11678	231	13	rssi	rssi	ADJ
aiti-11678	231	14	values	value	NOUN
aiti-11678	231	15	when	when	SCONJ
aiti-11678	231	16	tags	tag	NOUN
aiti-11678	231	17	are	be	AUX
aiti-11678	231	18	moved	move	VERB
aiti-11678	231	19	along	along	ADP
aiti-11678	231	20	the	the	DET
aiti-11678	231	21	given	give	VERB
aiti-11678	231	22	trajectory	trajectory	NOUN
aiti-11678	231	23	.	.	PUNCT
aiti-11678	232	1	one	one	NUM
aiti-11678	232	2	thousand	thousand	NUM
aiti-11678	232	3	state	state	NOUN
aiti-11678	232	4	/	/	SYM
aiti-11678	232	5	observation	observation	NOUN
aiti-11678	232	6	sequences	sequence	NOUN
aiti-11678	232	7	are	be	AUX
aiti-11678	232	8	generated	generate	VERB
aiti-11678	232	9	from	from	ADP
aiti-11678	232	10	the	the	DET
aiti-11678	232	11	movement	movement	NOUN
aiti-11678	232	12	of	of	ADP
aiti-11678	232	13	ble	ble	ADJ
aiti-11678	232	14	tags	tag	NOUN
aiti-11678	232	15	in	in	ADP
aiti-11678	232	16	the	the	DET
aiti-11678	232	17	simulated	simulated	ADJ
aiti-11678	232	18	environment	environment	NOUN
aiti-11678	232	19	.	.	PUNCT
aiti-11678	233	1	the	the	DET
aiti-11678	233	2	ble	ble	ADJ
aiti-11678	233	3	tags	tag	NOUN
aiti-11678	233	4	are	be	AUX
aiti-11678	233	5	advanced	advance	VERB
aiti-11678	233	6	randomly	randomly	ADV
aiti-11678	233	7	according	accord	VERB
aiti-11678	233	8	to	to	ADP
aiti-11678	233	9	the	the	DET
aiti-11678	233	10	selected	select	VERB
aiti-11678	233	11	duration	duration	NOUN
aiti-11678	233	12	.	.	PUNCT
aiti-11678	234	1	fig	fig	NOUN
aiti-11678	234	2	.	.	PUNCT
aiti-11678	235	1	5	5	NUM
aiti-11678	235	2	provides	provide	VERB
aiti-11678	235	3	an	an	DET
aiti-11678	235	4	example	example	NOUN
aiti-11678	235	5	of	of	ADP
aiti-11678	235	6	the	the	DET
aiti-11678	235	7	observed	observe	VERB
aiti-11678	235	8	rssi	rssi	ADJ
aiti-11678	235	9	values	value	NOUN
aiti-11678	235	10	and	and	CCONJ
aiti-11678	235	11	state	state	NOUN
aiti-11678	235	12	in	in	ADP
aiti-11678	235	13	a	a	DET
aiti-11678	235	14	simulated	simulated	ADJ
aiti-11678	235	15	sequence	sequence	NOUN
aiti-11678	235	16	.	.	PUNCT
aiti-11678	236	1	fig	fig	NOUN
aiti-11678	236	2	.	.	PUNCT
aiti-11678	237	1	4	4	NUM
aiti-11678	237	2	layout	layout	NOUN
aiti-11678	237	3	with	with	ADP
aiti-11678	237	4	ble	ble	ADJ
aiti-11678	237	5	2	2	NUM
aiti-11678	237	6	-	-	PUNCT
aiti-11678	237	7	d	d	NOUN
aiti-11678	237	8	scanner	scanner	NOUN
aiti-11678	237	9	coordinates	coordinate	NOUN
aiti-11678	237	10	fig	fig	NOUN
aiti-11678	237	11	.	.	PUNCT
aiti-11678	238	1	5	5	NUM
aiti-11678	238	2	example	example	NOUN
aiti-11678	238	3	of	of	ADP
aiti-11678	238	4	simulated	simulated	ADJ
aiti-11678	238	5	data	datum	NOUN
aiti-11678	238	6	4.3	4.3	NUM
aiti-11678	238	7	.	.	PUNCT
aiti-11678	238	8	real	real	ADJ
aiti-11678	238	9	-	-	PUNCT
aiti-11678	238	10	world	world	NOUN
aiti-11678	238	11	experiment	experiment	NOUN
aiti-11678	238	12	in	in	ADP
aiti-11678	238	13	a	a	DET
aiti-11678	238	14	real	real	ADJ
aiti-11678	238	15	-	-	PUNCT
aiti-11678	238	16	world	world	NOUN
aiti-11678	238	17	scenario	scenario	NOUN
aiti-11678	238	18	,	,	PUNCT
aiti-11678	238	19	different	different	ADJ
aiti-11678	238	20	stations	station	NOUN
aiti-11678	238	21	were	be	AUX
aiti-11678	238	22	prepared	prepare	VERB
aiti-11678	238	23	to	to	PART
aiti-11678	238	24	collect	collect	VERB
aiti-11678	238	25	rssi	rssi	ADJ
aiti-11678	238	26	data	datum	NOUN
aiti-11678	238	27	from	from	ADP
aiti-11678	238	28	ble	ble	ADJ
aiti-11678	238	29	devices	device	NOUN
aiti-11678	238	30	using	use	VERB
aiti-11678	238	31	the	the	DET
aiti-11678	238	32	components	component	NOUN
aiti-11678	238	33	:	:	PUNCT
aiti-11678	238	34	wemos	wemos	PROPN
aiti-11678	238	35	r32	r32	PROPN
aiti-11678	238	36	boards	board	NOUN
aiti-11678	238	37	as	as	ADP
aiti-11678	238	38	ble	ble	ADJ
aiti-11678	238	39	tags	tag	NOUN
aiti-11678	238	40	and	and	CCONJ
aiti-11678	238	41	scanners	scanner	NOUN
aiti-11678	238	42	,	,	PUNCT
aiti-11678	238	43	wi	wi	PROPN
aiti-11678	238	44	-	-	PUNCT
aiti-11678	238	45	fi	fi	NOUN
aiti-11678	238	46	access	access	NOUN
aiti-11678	238	47	points	point	NOUN
aiti-11678	238	48	,	,	PUNCT
aiti-11678	238	49	and	and	CCONJ
aiti-11678	238	50	the	the	DET
aiti-11678	238	51	firebase	firebase	NOUN
aiti-11678	238	52	database	database	NOUN
aiti-11678	238	53	.	.	PUNCT
aiti-11678	239	1	the	the	DET
aiti-11678	239	2	data	data	NOUN
aiti-11678	239	3	collection	collection	NOUN
aiti-11678	239	4	was	be	AUX
aiti-11678	239	5	performed	perform	VERB
aiti-11678	239	6	in	in	ADP
aiti-11678	239	7	a	a	DET
aiti-11678	239	8	u	u	NOUN
aiti-11678	239	9	-	-	ADJ
aiti-11678	239	10	shaped	shape	VERB
aiti-11678	239	11	area	area	NOUN
aiti-11678	239	12	of	of	ADP
aiti-11678	239	13	7	7	NUM
aiti-11678	239	14	×	×	NOUN
aiti-11678	239	15	4	4	NUM
aiti-11678	239	16	m	m	NOUN
aiti-11678	239	17	with	with	ADP
aiti-11678	239	18	approximately	approximately	ADV
aiti-11678	239	19	2	2	NUM
aiti-11678	239	20	meters	meter	NOUN
aiti-11678	239	21	between	between	ADP
aiti-11678	239	22	each	each	DET
aiti-11678	239	23	scanner	scanner	NOUN
aiti-11678	239	24	as	as	SCONJ
aiti-11678	239	25	shown	show	VERB
aiti-11678	239	26	in	in	ADP
aiti-11678	239	27	fig	fig	NOUN
aiti-11678	239	28	.	.	PUNCT
aiti-11678	240	1	6	6	NUM
aiti-11678	240	2	.	.	X
aiti-11678	240	3	advances	advance	NOUN
aiti-11678	240	4	in	in	ADP
aiti-11678	240	5	technology	technology	NOUN
aiti-11678	240	6	innovation	innovation	NOUN
aiti-11678	240	7	,	,	PUNCT
aiti-11678	240	8	vol	vol	NOUN
aiti-11678	240	9	.	.	PROPN
aiti-11678	240	10	8	8	NUM
aiti-11678	240	11	,	,	PUNCT
aiti-11678	240	12	no	no	INTJ
aiti-11678	240	13	.	.	NOUN
aiti-11678	240	14	4	4	NUM
aiti-11678	240	15	,	,	PUNCT
aiti-11678	240	16	2023	2023	NUM
aiti-11678	240	17	,	,	PUNCT
aiti-11678	240	18	pp	pp	ADJ
aiti-11678	240	19	.	.	PUNCT
aiti-11678	241	1	241	241	NUM
aiti-11678	241	2	-	-	SYM
aiti-11678	241	3	253	253	NUM
aiti-11678	241	4	249	249	NUM
aiti-11678	241	5	(	(	PUNCT
aiti-11678	241	6	1	1	NUM
aiti-11678	241	7	)	)	PUNCT
aiti-11678	241	8	wemos	wemos	NOUN
aiti-11678	241	9	r32	r32	PROPN
aiti-11678	241	10	boards	board	NOUN
aiti-11678	241	11	are	be	AUX
aiti-11678	241	12	programmed	program	VERB
aiti-11678	241	13	as	as	ADP
aiti-11678	241	14	ble	ble	ADJ
aiti-11678	241	15	scanners	scanner	NOUN
aiti-11678	241	16	that	that	PRON
aiti-11678	241	17	connect	connect	VERB
aiti-11678	241	18	with	with	ADP
aiti-11678	241	19	the	the	DET
aiti-11678	241	20	wifi	wifi	NOUN
aiti-11678	241	21	access	access	NOUN
aiti-11678	241	22	point	point	NOUN
aiti-11678	241	23	and	and	CCONJ
aiti-11678	241	24	report	report	VERB
aiti-11678	241	25	id	id	INTJ
aiti-11678	241	26	/	/	SYM
aiti-11678	241	27	rssi	rssi	NOUN
aiti-11678	241	28	/	/	SYM
aiti-11678	241	29	timestamp	timestamp	NOUN
aiti-11678	241	30	to	to	ADP
aiti-11678	241	31	the	the	DET
aiti-11678	241	32	firebase	firebase	NOUN
aiti-11678	241	33	database	database	NOUN
aiti-11678	241	34	.	.	PUNCT
aiti-11678	242	1	(	(	PUNCT
aiti-11678	242	2	2	2	X
aiti-11678	242	3	)	)	PUNCT
aiti-11678	242	4	wemos	wemos	NOUN
aiti-11678	242	5	r32	r32	PROPN
aiti-11678	242	6	boards	board	NOUN
aiti-11678	242	7	are	be	AUX
aiti-11678	242	8	programmed	program	VERB
aiti-11678	242	9	as	as	ADP
aiti-11678	242	10	ble	ble	ADJ
aiti-11678	242	11	tags	tag	NOUN
aiti-11678	242	12	were	be	AUX
aiti-11678	242	13	moved	move	VERB
aiti-11678	242	14	from	from	ADP
aiti-11678	242	15	one	one	NUM
aiti-11678	242	16	working	work	VERB
aiti-11678	242	17	area	area	NOUN
aiti-11678	242	18	to	to	ADP
aiti-11678	242	19	another	another	PRON
aiti-11678	242	20	according	accord	VERB
aiti-11678	242	21	to	to	ADP
aiti-11678	242	22	a	a	DET
aiti-11678	242	23	predetermined	predetermine	VERB
aiti-11678	242	24	sequence	sequence	NOUN
aiti-11678	242	25	.	.	PUNCT
aiti-11678	243	1	(	(	PUNCT
aiti-11678	243	2	3	3	X
aiti-11678	243	3	)	)	PUNCT
aiti-11678	243	4	each	each	DET
aiti-11678	243	5	ble	ble	ADJ
aiti-11678	243	6	tag	tag	NOUN
aiti-11678	243	7	is	be	AUX
aiti-11678	243	8	reset	reset	VERB
aiti-11678	243	9	at	at	ADP
aiti-11678	243	10	the	the	DET
aiti-11678	243	11	endpoint	endpoint	NOUN
aiti-11678	243	12	to	to	PART
aiti-11678	243	13	renew	renew	VERB
aiti-11678	243	14	the	the	DET
aiti-11678	243	15	tag	tag	NOUN
aiti-11678	243	16	i	i	PROPN
aiti-11678	243	17	d.	d.	PROPN
aiti-11678	243	18	fig	fig	PROPN
aiti-11678	243	19	.	.	PUNCT
aiti-11678	244	1	6	6	NUM
aiti-11678	244	2	ble	ble	ADJ
aiti-11678	244	3	scanner	scanner	NOUN
aiti-11678	244	4	allocation	allocation	NOUN
aiti-11678	244	5	in	in	ADP
aiti-11678	244	6	a	a	DET
aiti-11678	244	7	real	real	ADJ
aiti-11678	244	8	-	-	PUNCT
aiti-11678	244	9	time	time	NOUN
aiti-11678	244	10	experiment	experiment	NOUN
aiti-11678	244	11	the	the	DET
aiti-11678	244	12	scanning	scanning	NOUN
aiti-11678	244	13	period	period	NOUN
aiti-11678	244	14	for	for	ADP
aiti-11678	244	15	all	all	DET
aiti-11678	244	16	ble	ble	ADJ
aiti-11678	244	17	scanners	scanner	NOUN
aiti-11678	244	18	is	be	AUX
aiti-11678	244	19	set	set	VERB
aiti-11678	244	20	at	at	ADP
aiti-11678	244	21	5	5	NUM
aiti-11678	244	22	seconds	second	NOUN
aiti-11678	244	23	.	.	PUNCT
aiti-11678	245	1	25	25	NUM
aiti-11678	245	2	sets	set	NOUN
aiti-11678	245	3	of	of	ADP
aiti-11678	245	4	data	datum	NOUN
aiti-11678	245	5	were	be	AUX
aiti-11678	245	6	collected	collect	VERB
aiti-11678	245	7	by	by	ADP
aiti-11678	245	8	moving	move	VERB
aiti-11678	245	9	the	the	DET
aiti-11678	245	10	ble	ble	ADJ
aiti-11678	245	11	tags	tag	NOUN
aiti-11678	245	12	through	through	ADP
aiti-11678	245	13	a	a	DET
aiti-11678	245	14	pre	pre	ADJ
aiti-11678	245	15	-	-	ADJ
aiti-11678	245	16	determined	determined	ADJ
aiti-11678	245	17	sequence	sequence	NOUN
aiti-11678	245	18	from	from	ADP
aiti-11678	245	19	one	one	NUM
aiti-11678	245	20	working	work	VERB
aiti-11678	245	21	area	area	NOUN
aiti-11678	245	22	to	to	ADP
aiti-11678	245	23	the	the	DET
aiti-11678	245	24	next	next	ADJ
aiti-11678	245	25	.	.	PUNCT
aiti-11678	246	1	as	as	SCONJ
aiti-11678	246	2	illustrated	illustrate	VERB
aiti-11678	246	3	in	in	ADP
aiti-11678	246	4	fig	fig	NOUN
aiti-11678	246	5	.	.	PUNCT
aiti-11678	247	1	7	7	NUM
aiti-11678	247	2	,	,	PUNCT
aiti-11678	247	3	the	the	DET
aiti-11678	247	4	results	result	NOUN
aiti-11678	247	5	show	show	VERB
aiti-11678	247	6	that	that	SCONJ
aiti-11678	247	7	not	not	PART
aiti-11678	247	8	all	all	DET
aiti-11678	247	9	scanners	scanner	NOUN
aiti-11678	247	10	can	can	AUX
aiti-11678	247	11	receive	receive	VERB
aiti-11678	247	12	the	the	DET
aiti-11678	247	13	rssi	rssi	ADJ
aiti-11678	247	14	signal	signal	NOUN
aiti-11678	247	15	.	.	PUNCT
aiti-11678	248	1	the	the	DET
aiti-11678	248	2	occupation	occupation	NOUN
aiti-11678	248	3	of	of	ADP
aiti-11678	248	4	the	the	DET
aiti-11678	248	5	tag	tag	NOUN
aiti-11678	248	6	in	in	ADP
aiti-11678	248	7	each	each	DET
aiti-11678	248	8	ble	ble	ADJ
aiti-11678	248	9	scanner	scanner	NOUN
aiti-11678	248	10	area	area	NOUN
aiti-11678	248	11	is	be	AUX
aiti-11678	248	12	determined	determine	VERB
aiti-11678	248	13	using	use	VERB
aiti-11678	248	14	the	the	DET
aiti-11678	248	15	relationship	relationship	NOUN
aiti-11678	248	16	between	between	ADP
aiti-11678	248	17	distance	distance	NOUN
aiti-11678	248	18	and	and	CCONJ
aiti-11678	248	19	rssi	rssi	NOUN
aiti-11678	248	20	in	in	ADP
aiti-11678	248	21	fig	fig	NOUN
aiti-11678	248	22	.	.	PUNCT
aiti-11678	249	1	2	2	X
aiti-11678	249	2	.	.	X
aiti-11678	249	3	fig	fig	NOUN
aiti-11678	249	4	.	.	PUNCT
aiti-11678	250	1	7	7	NUM
aiti-11678	250	2	rssi	rssi	ADJ
aiti-11678	250	3	measurements	measurement	NOUN
aiti-11678	250	4	in	in	ADP
aiti-11678	250	5	real	real	ADJ
aiti-11678	250	6	-	-	PUNCT
aiti-11678	250	7	world	world	NOUN
aiti-11678	250	8	environments	environment	NOUN
aiti-11678	250	9	5	5	NUM
aiti-11678	250	10	.	.	PUNCT
aiti-11678	250	11	discussion	discussion	NOUN
aiti-11678	250	12	this	this	DET
aiti-11678	250	13	section	section	NOUN
aiti-11678	250	14	presents	present	VERB
aiti-11678	250	15	the	the	DET
aiti-11678	250	16	results	result	NOUN
aiti-11678	250	17	of	of	ADP
aiti-11678	250	18	three	three	NUM
aiti-11678	250	19	studies	study	NOUN
aiti-11678	250	20	conducted	conduct	VERB
aiti-11678	250	21	to	to	PART
aiti-11678	250	22	assess	assess	VERB
aiti-11678	250	23	the	the	DET
aiti-11678	250	24	effectiveness	effectiveness	NOUN
aiti-11678	250	25	of	of	ADP
aiti-11678	250	26	the	the	DET
aiti-11678	250	27	algorithm	algorithm	NOUN
aiti-11678	250	28	in	in	ADP
aiti-11678	250	29	different	different	ADJ
aiti-11678	250	30	scenarios	scenario	NOUN
aiti-11678	250	31	.	.	PUNCT
aiti-11678	251	1	the	the	DET
aiti-11678	251	2	objective	objective	NOUN
aiti-11678	251	3	is	be	AUX
aiti-11678	251	4	to	to	PART
aiti-11678	251	5	validate	validate	VERB
aiti-11678	251	6	its	its	PRON
aiti-11678	251	7	capability	capability	NOUN
aiti-11678	251	8	in	in	ADP
aiti-11678	251	9	comprehending	comprehend	VERB
aiti-11678	251	10	the	the	DET
aiti-11678	251	11	characteristics	characteristic	NOUN
aiti-11678	251	12	of	of	ADP
aiti-11678	251	13	the	the	DET
aiti-11678	251	14	production	production	NOUN
aiti-11678	251	15	process	process	NOUN
aiti-11678	251	16	through	through	ADP
aiti-11678	251	17	empirical	empirical	ADJ
aiti-11678	251	18	evidence	evidence	NOUN
aiti-11678	251	19	.	.	PUNCT
aiti-11678	252	1	advances	advance	NOUN
aiti-11678	252	2	in	in	ADP
aiti-11678	252	3	technology	technology	NOUN
aiti-11678	252	4	innovation	innovation	NOUN
aiti-11678	252	5	,	,	PUNCT
aiti-11678	252	6	vol	vol	NOUN
aiti-11678	252	7	.	.	PROPN
aiti-11678	252	8	8	8	NUM
aiti-11678	252	9	,	,	PUNCT
aiti-11678	252	10	no	no	INTJ
aiti-11678	252	11	.	.	NOUN
aiti-11678	252	12	4	4	NUM
aiti-11678	252	13	,	,	PUNCT
aiti-11678	252	14	2023	2023	NUM
aiti-11678	252	15	,	,	PUNCT
aiti-11678	252	16	pp	pp	ADJ
aiti-11678	252	17	.	.	PUNCT
aiti-11678	253	1	241	241	NUM
aiti-11678	253	2	-	-	SYM
aiti-11678	253	3	253	253	NUM
aiti-11678	253	4	250	250	NUM
aiti-11678	253	5	5.1	5.1	NUM
aiti-11678	253	6	.	.	PUNCT
aiti-11678	254	1	analysis	analysis	NOUN
aiti-11678	254	2	of	of	ADP
aiti-11678	254	3	numerical	numerical	ADJ
aiti-11678	254	4	experiment	experiment	NOUN
aiti-11678	254	5	in	in	ADP
aiti-11678	254	6	this	this	DET
aiti-11678	254	7	study	study	NOUN
aiti-11678	254	8	,	,	PUNCT
aiti-11678	254	9	the	the	DET
aiti-11678	254	10	kullback	kullback	NOUN
aiti-11678	254	11	-	-	PUNCT
aiti-11678	254	12	leibler	leibler	NOUN
aiti-11678	254	13	divergence	divergence	NOUN
aiti-11678	254	14	(	(	PUNCT
aiti-11678	254	15	kld	kld	PROPN
aiti-11678	254	16	)	)	PUNCT
aiti-11678	255	1	[	[	X
aiti-11678	255	2	13	13	NUM
aiti-11678	255	3	]	]	PUNCT
aiti-11678	255	4	is	be	AUX
aiti-11678	255	5	utilized	utilize	VERB
aiti-11678	255	6	as	as	ADP
aiti-11678	255	7	the	the	DET
aiti-11678	255	8	distance	distance	NOUN
aiti-11678	255	9	metric	metric	ADJ
aiti-11678	255	10	to	to	PART
aiti-11678	255	11	determine	determine	VERB
aiti-11678	255	12	the	the	DET
aiti-11678	255	13	similarity	similarity	NOUN
aiti-11678	255	14	between	between	ADP
aiti-11678	255	15	the	the	DET
aiti-11678	255	16	original	original	ADJ
aiti-11678	255	17	p	p	NOUN
aiti-11678	255	18	and	and	CCONJ
aiti-11678	255	19	the	the	DET
aiti-11678	255	20	re	re	ADJ
aiti-11678	255	21	-	-	ADJ
aiti-11678	255	22	estimated	estimate	VERB
aiti-11678	255	23	�	�	PROPN
aiti-11678	255	24	̂.	̂.	PROPN
aiti-11678	255	25	(	(	PUNCT
aiti-11678	255	26	)	)	PUNCT
aiti-11678	255	27	�	�	PROPN
aiti-11678	255	28	(	(	PUNCT
aiti-11678	255	29	)	)	PUNCT
aiti-11678	255	30	(	(	PUNCT
aiti-11678	255	31	)	)	PUNCT
aiti-11678	255	32	(	(	PUNCT
aiti-11678	255	33	)	)	PUNCT
aiti-11678	255	34	(	(	PUNCT
aiti-11678	255	35	)	)	PUNCT
aiti-11678	255	36	�	�	PROPN
aiti-11678	255	37	(	(	PUNCT
aiti-11678	255	38	)	)	PUNCT
aiti-11678	255	39	1	1	NUM
aiti-11678	256	1	d	d	NOUN
aiti-11678	256	2	i	i	PRON
aiti-11678	257	1	i	i	PRON
aiti-11678	257	2	i	i	PRON
aiti-11678	257	3	ikl	ikl	VERB
aiti-11678	258	1	d	d	INTJ
aiti-11678	258	2	i	i	PRON
aiti-11678	259	1	p	p	NOUN
aiti-11678	259	2	d	d	X
aiti-11678	260	1	d	d	X
aiti-11678	260	2	p	p	PROPN
aiti-11678	260	3	d	d	X
aiti-11678	260	4	p	p	PROPN
aiti-11678	260	5	d	d	X
aiti-11678	260	6	p	p	PROPN
aiti-11678	260	7	d	d	X
aiti-11678	260	8	ln	ln	NOUN
aiti-11678	261	1	p	p	NOUN
aiti-11678	262	1	d=	d=	NOUN
aiti-11678	262	2	=	=	NOUN
aiti-11678	262	3			X
aiti-11678	262	4	(	(	PUNCT
aiti-11678	262	5	16	16	NUM
aiti-11678	262	6	)	)	PUNCT
aiti-11678	262	7	the	the	DET
aiti-11678	262	8	average	average	ADJ
aiti-11678	262	9	kld	kld	PROPN
aiti-11678	262	10	value	value	NOUN
aiti-11678	262	11	for	for	ADP
aiti-11678	262	12	the	the	DET
aiti-11678	262	13	entire	entire	ADJ
aiti-11678	262	14	system	system	NOUN
aiti-11678	262	15	approximately	approximately	ADV
aiti-11678	262	16	stands	stand	VERB
aiti-11678	262	17	at	at	ADP
aiti-11678	262	18	0.1843	0.1843	NUM
aiti-11678	262	19	.	.	PUNCT
aiti-11678	263	1	this	this	DET
aiti-11678	263	2	value	value	NOUN
aiti-11678	263	3	is	be	AUX
aiti-11678	263	4	close	close	ADJ
aiti-11678	263	5	to	to	ADP
aiti-11678	263	6	zero	zero	NUM
aiti-11678	263	7	,	,	PUNCT
aiti-11678	263	8	indicating	indicate	VERB
aiti-11678	263	9	that	that	SCONJ
aiti-11678	263	10	the	the	DET
aiti-11678	263	11	estimated	estimate	VERB
aiti-11678	263	12	�	�	PROPN
aiti-11678	263	13	qr	qr	PROPN
aiti-11678	263	14	�	�	PROPN
aiti-11678	263	15	�	�	PROPN
aiti-11678	263	16	�	�	PROPN
aiti-11678	263	17	is	be	AUX
aiti-11678	263	18	nearly	nearly	ADV
aiti-11678	263	19	equivalent	equivalent	ADJ
aiti-11678	263	20	to	to	ADP
aiti-11678	263	21	the	the	DET
aiti-11678	263	22	actual	actual	ADJ
aiti-11678	263	23	�	�	PROPN
aiti-11678	263	24	�	�	PROPN
aiti-11678	263	25	�	�	PROPN
aiti-11678	263	26	�	�	PROPN
aiti-11678	263	27	.	.	PUNCT
aiti-11678	263	28	to	to	PART
aiti-11678	263	29	show	show	VERB
aiti-11678	263	30	the	the	DET
aiti-11678	263	31	similarities	similarity	NOUN
aiti-11678	263	32	,	,	PUNCT
aiti-11678	263	33	fig	fig	NOUN
aiti-11678	263	34	.	.	NOUN
aiti-11678	263	35	8	8	NUM
aiti-11678	263	36	displays	display	VERB
aiti-11678	263	37	a	a	DET
aiti-11678	263	38	comparison	comparison	NOUN
aiti-11678	263	39	between	between	ADP
aiti-11678	263	40	the	the	DET
aiti-11678	263	41	predicted	predict	VERB
aiti-11678	263	42	duration	duration	NOUN
aiti-11678	263	43	using	use	VERB
aiti-11678	263	44	hsmm	hsmm	PROPN
aiti-11678	263	45	and	and	CCONJ
aiti-11678	263	46	the	the	DET
aiti-11678	263	47	actual	actual	ADJ
aiti-11678	263	48	duration	duration	NOUN
aiti-11678	263	49	with	with	ADP
aiti-11678	263	50	a	a	DET
aiti-11678	263	51	range	range	NOUN
aiti-11678	263	52	represented	represent	VERB
aiti-11678	263	53	by	by	ADP
aiti-11678	263	54	minimum	minimum	ADJ
aiti-11678	263	55	and	and	CCONJ
aiti-11678	263	56	maximum	maximum	ADJ
aiti-11678	263	57	values	value	NOUN
aiti-11678	263	58	.	.	PUNCT
aiti-11678	264	1	the	the	DET
aiti-11678	264	2	average	average	ADJ
aiti-11678	264	3	throughput	throughput	NOUN
aiti-11678	264	4	time	time	NOUN
aiti-11678	264	5	based	base	VERB
aiti-11678	264	6	on	on	ADP
aiti-11678	264	7	numerical	numerical	ADJ
aiti-11678	264	8	data	datum	NOUN
aiti-11678	264	9	is	be	AUX
aiti-11678	264	10	28.51	28.51	NUM
aiti-11678	264	11	epochs	epoch	NOUN
aiti-11678	264	12	,	,	PUNCT
aiti-11678	264	13	while	while	SCONJ
aiti-11678	264	14	the	the	DET
aiti-11678	264	15	hsmm	hsmm	PROPN
aiti-11678	264	16	estimated	estimate	VERB
aiti-11678	264	17	average	average	ADJ
aiti-11678	264	18	throughput	throughput	NOUN
aiti-11678	264	19	time	time	NOUN
aiti-11678	264	20	is	be	AUX
aiti-11678	264	21	27.69	27.69	NUM
aiti-11678	264	22	epochs	epoch	NOUN
aiti-11678	264	23	.	.	PUNCT
aiti-11678	265	1	fig	fig	NOUN
aiti-11678	265	2	.	.	PUNCT
aiti-11678	266	1	9	9	NUM
aiti-11678	266	2	shows	show	VERB
aiti-11678	266	3	the	the	DET
aiti-11678	266	4	trend	trend	NOUN
aiti-11678	266	5	of	of	ADP
aiti-11678	266	6	the	the	DET
aiti-11678	266	7	average	average	ADJ
aiti-11678	266	8	kld	kld	PROPN
aiti-11678	266	9	values	value	NOUN
aiti-11678	266	10	concerning	concern	VERB
aiti-11678	266	11	the	the	DET
aiti-11678	266	12	number	number	NOUN
aiti-11678	266	13	of	of	ADP
aiti-11678	266	14	coupled	couple	VERB
aiti-11678	266	15	sequences	sequence	NOUN
aiti-11678	266	16	used	use	VERB
aiti-11678	266	17	in	in	ADP
aiti-11678	266	18	the	the	DET
aiti-11678	266	19	training	training	NOUN
aiti-11678	266	20	phase	phase	NOUN
aiti-11678	266	21	.	.	PUNCT
aiti-11678	267	1	it	it	PRON
aiti-11678	267	2	demonstrates	demonstrate	VERB
aiti-11678	267	3	that	that	SCONJ
aiti-11678	267	4	the	the	DET
aiti-11678	267	5	proposed	propose	VERB
aiti-11678	267	6	algorithm	algorithm	NOUN
aiti-11678	267	7	converges	converge	VERB
aiti-11678	267	8	quickly	quickly	ADV
aiti-11678	267	9	with	with	ADP
aiti-11678	267	10	a	a	DET
aiti-11678	267	11	reasonable	reasonable	ADJ
aiti-11678	267	12	amount	amount	NOUN
aiti-11678	267	13	of	of	ADP
aiti-11678	267	14	data	datum	NOUN
aiti-11678	267	15	.	.	PUNCT
aiti-11678	268	1	as	as	SCONJ
aiti-11678	268	2	the	the	DET
aiti-11678	268	3	number	number	NOUN
aiti-11678	268	4	of	of	ADP
aiti-11678	268	5	samples	sample	NOUN
aiti-11678	268	6	increased	increase	VERB
aiti-11678	268	7	from	from	ADP
aiti-11678	268	8	100	100	NUM
aiti-11678	268	9	to	to	ADP
aiti-11678	268	10	1000	1000	NUM
aiti-11678	268	11	,	,	PUNCT
aiti-11678	268	12	the	the	DET
aiti-11678	268	13	kld	kld	PROPN
aiti-11678	268	14	value	value	NOUN
aiti-11678	268	15	decreased	decrease	VERB
aiti-11678	268	16	from	from	ADP
aiti-11678	268	17	1.7281	1.7281	NUM
aiti-11678	268	18	to	to	ADP
aiti-11678	268	19	0.1843	0.1843	NUM
aiti-11678	268	20	.	.	PUNCT
aiti-11678	269	1	moreover	moreover	ADV
aiti-11678	269	2	,	,	PUNCT
aiti-11678	269	3	the	the	DET
aiti-11678	269	4	evidence	evidence	NOUN
aiti-11678	269	5	supports	support	VERB
aiti-11678	269	6	that	that	SCONJ
aiti-11678	269	7	algorithm	algorithm	NOUN
aiti-11678	269	8	1	1	NUM
aiti-11678	269	9	is	be	AUX
aiti-11678	269	10	a	a	DET
aiti-11678	269	11	reliable	reliable	ADJ
aiti-11678	269	12	and	and	CCONJ
aiti-11678	269	13	accurate	accurate	ADJ
aiti-11678	269	14	method	method	NOUN
aiti-11678	269	15	for	for	ADP
aiti-11678	269	16	estimating	estimate	VERB
aiti-11678	269	17	the	the	DET
aiti-11678	269	18	duration	duration	NOUN
aiti-11678	269	19	probability	probability	NOUN
aiti-11678	269	20	.	.	PUNCT
aiti-11678	270	1	fig	fig	NOUN
aiti-11678	270	2	.	.	PUNCT
aiti-11678	271	1	8	8	NUM
aiti-11678	271	2	predicted	predict	VERB
aiti-11678	271	3	vs	vs	ADP
aiti-11678	271	4	actual	actual	ADJ
aiti-11678	271	5	duration	duration	NOUN
aiti-11678	271	6	comparison	comparison	NOUN
aiti-11678	271	7	fig	fig	NOUN
aiti-11678	271	8	.	.	PUNCT
aiti-11678	272	1	9	9	NUM
aiti-11678	272	2	trend	trend	NOUN
aiti-11678	272	3	of	of	ADP
aiti-11678	272	4	average	average	ADJ
aiti-11678	272	5	kld	kld	PROPN
aiti-11678	272	6	value	value	NOUN
aiti-11678	272	7	in	in	ADP
aiti-11678	272	8	the	the	DET
aiti-11678	272	9	numerical	numerical	ADJ
aiti-11678	272	10	experiment	experiment	NOUN
aiti-11678	272	11	5.2	5.2	NUM
aiti-11678	272	12	.	.	PUNCT
aiti-11678	273	1	analysis	analysis	NOUN
aiti-11678	273	2	of	of	ADP
aiti-11678	273	3	the	the	DET
aiti-11678	273	4	simulation	simulation	NOUN
aiti-11678	273	5	experiment	experiment	NOUN
aiti-11678	273	6	in	in	ADP
aiti-11678	273	7	the	the	DET
aiti-11678	273	8	simulated	simulate	VERB
aiti-11678	273	9	experiment	experiment	NOUN
aiti-11678	273	10	,	,	PUNCT
aiti-11678	273	11	1000	1000	NUM
aiti-11678	273	12	sequences	sequence	NOUN
aiti-11678	273	13	were	be	AUX
aiti-11678	273	14	generated	generate	VERB
aiti-11678	273	15	,	,	PUNCT
aiti-11678	273	16	and	and	CCONJ
aiti-11678	273	17	then	then	ADV
aiti-11678	273	18	algorithm	algorithm	PROPN
aiti-11678	273	19	1	1	NUM
aiti-11678	273	20	was	be	AUX
aiti-11678	273	21	employed	employ	VERB
aiti-11678	273	22	to	to	PART
aiti-11678	273	23	parameterize	parameterize	VERB
aiti-11678	273	24	an	an	DET
aiti-11678	273	25	hsmm	hsmm	PROPN
aiti-11678	273	26	model	model	NOUN
aiti-11678	273	27	.	.	PUNCT
aiti-11678	274	1	the	the	DET
aiti-11678	274	2	average	average	ADJ
aiti-11678	274	3	throughput	throughput	NOUN
aiti-11678	274	4	time	time	NOUN
aiti-11678	274	5	for	for	ADP
aiti-11678	274	6	the	the	DET
aiti-11678	274	7	simulated	simulate	VERB
aiti-11678	274	8	sequences	sequence	NOUN
aiti-11678	274	9	was	be	AUX
aiti-11678	274	10	20.53	20.53	NUM
aiti-11678	274	11	epochs	epoch	NOUN
aiti-11678	274	12	,	,	PUNCT
aiti-11678	274	13	while	while	SCONJ
aiti-11678	274	14	the	the	DET
aiti-11678	274	15	estimated	estimate	VERB
aiti-11678	274	16	throughput	throughput	NOUN
aiti-11678	274	17	time	time	NOUN
aiti-11678	274	18	using	use	VERB
aiti-11678	274	19	the	the	DET
aiti-11678	274	20	hsmm	hsmm	PROPN
aiti-11678	274	21	model	model	NOUN
aiti-11678	274	22	was	be	AUX
aiti-11678	274	23	19.89	19.89	NUM
aiti-11678	274	24	epochs	epoch	NOUN
aiti-11678	274	25	.	.	PUNCT
aiti-11678	275	1	this	this	DET
aiti-11678	275	2	result	result	NOUN
aiti-11678	275	3	is	be	AUX
aiti-11678	275	4	promising	promise	VERB
aiti-11678	275	5	because	because	SCONJ
aiti-11678	275	6	it	it	PRON
aiti-11678	275	7	shows	show	VERB
aiti-11678	275	8	that	that	SCONJ
aiti-11678	275	9	the	the	DET
aiti-11678	275	10	estimated	estimate	VERB
aiti-11678	275	11	throughput	throughput	NOUN
aiti-11678	275	12	time	time	NOUN
aiti-11678	275	13	is	be	AUX
aiti-11678	275	14	close	close	ADJ
aiti-11678	275	15	to	to	ADP
aiti-11678	275	16	the	the	DET
aiti-11678	275	17	simulated	simulate	VERB
aiti-11678	275	18	sequences	sequence	NOUN
aiti-11678	275	19	.	.	PUNCT
aiti-11678	276	1	the	the	DET
aiti-11678	276	2	study	study	NOUN
aiti-11678	276	3	was	be	AUX
aiti-11678	276	4	continued	continue	VERB
aiti-11678	276	5	by	by	ADP
aiti-11678	276	6	running	run	VERB
aiti-11678	276	7	simulations	simulation	NOUN
aiti-11678	276	8	and	and	CCONJ
aiti-11678	276	9	estimations	estimation	NOUN
aiti-11678	276	10	for	for	ADP
aiti-11678	276	11	another	another	DET
aiti-11678	276	12	500	500	NUM
aiti-11678	276	13	state	state	NOUN
aiti-11678	276	14	sequences	sequence	NOUN
aiti-11678	276	15	as	as	ADP
aiti-11678	276	16	part	part	NOUN
aiti-11678	276	17	of	of	ADP
aiti-11678	276	18	the	the	DET
aiti-11678	276	19	forecast	forecast	NOUN
aiti-11678	276	20	set	set	VERB
aiti-11678	276	21	.	.	PUNCT
aiti-11678	277	1	the	the	DET
aiti-11678	277	2	similarity	similarity	NOUN
aiti-11678	277	3	between	between	ADP
aiti-11678	277	4	the	the	DET
aiti-11678	277	5	forecasted	forecast	VERB
aiti-11678	277	6	and	and	CCONJ
aiti-11678	277	7	simulated	simulated	ADJ
aiti-11678	277	8	sequences	sequence	NOUN
aiti-11678	277	9	is	be	AUX
aiti-11678	277	10	evaluated	evaluate	VERB
aiti-11678	277	11	with	with	ADP
aiti-11678	277	12	run	run	VERB
aiti-11678	277	13	-	-	PUNCT
aiti-11678	277	14	length	length	NOUN
aiti-11678	277	15	encoding	encoding	NOUN
aiti-11678	277	16	(	(	PUNCT
aiti-11678	277	17	rle	rle	NOUN
aiti-11678	277	18	)	)	PUNCT
aiti-11678	277	19	and	and	CCONJ
aiti-11678	277	20	vector	vector	NOUN
aiti-11678	277	21	distance	distance	NOUN
aiti-11678	277	22	.	.	PUNCT
aiti-11678	278	1	rle	rle	PROPN
aiti-11678	278	2	is	be	AUX
aiti-11678	278	3	a	a	DET
aiti-11678	278	4	simple	simple	ADJ
aiti-11678	278	5	data	data	NOUN
aiti-11678	278	6	compression	compression	NOUN
aiti-11678	278	7	technique	technique	NOUN
aiti-11678	278	8	that	that	PRON
aiti-11678	278	9	works	work	VERB
aiti-11678	278	10	well	well	ADV
aiti-11678	278	11	for	for	ADP
aiti-11678	278	12	sequences	sequence	NOUN
aiti-11678	278	13	where	where	SCONJ
aiti-11678	278	14	the	the	DET
aiti-11678	278	15	same	same	ADJ
aiti-11678	278	16	value	value	NOUN
aiti-11678	278	17	occurs	occur	VERB
aiti-11678	278	18	in	in	ADP
aiti-11678	278	19	many	many	ADJ
aiti-11678	278	20	consecutive	consecutive	ADJ
aiti-11678	278	21	manners	manner	NOUN
aiti-11678	278	22	.	.	PUNCT
aiti-11678	279	1	it	it	PRON
aiti-11678	279	2	encodes	encode	VERB
aiti-11678	279	3	the	the	DET
aiti-11678	279	4	sequence	sequence	NOUN
aiti-11678	279	5	by	by	ADP
aiti-11678	279	6	replacing	replace	VERB
aiti-11678	279	7	consecutive	consecutive	ADJ
aiti-11678	279	8	repeating	repeat	VERB
aiti-11678	279	9	values	value	NOUN
aiti-11678	279	10	with	with	ADP
aiti-11678	279	11	a	a	DET
aiti-11678	279	12	single	single	ADJ
aiti-11678	279	13	value	value	NOUN
aiti-11678	279	14	and	and	CCONJ
aiti-11678	279	15	its	its	PRON
aiti-11678	279	16	count	count	NOUN
aiti-11678	279	17	.	.	PUNCT
aiti-11678	280	1	for	for	ADP
aiti-11678	280	2	example	example	NOUN
aiti-11678	280	3	,	,	PUNCT
aiti-11678	280	4	the	the	DET
aiti-11678	280	5	rle	rle	NOUN
aiti-11678	280	6	input	input	NOUN
aiti-11678	280	7	presents	present	NOUN
aiti-11678	280	8	in	in	ADP
aiti-11678	280	9	“	"	PUNCT
aiti-11678	280	10	aaabbcccc	aaabbcccc	ADV
aiti-11678	280	11	”	"	PUNCT
aiti-11678	280	12	and	and	CCONJ
aiti-11678	280	13	the	the	DET
aiti-11678	280	14	output	output	NOUN
aiti-11678	280	15	is	be	AUX
aiti-11678	280	16	“	"	PUNCT
aiti-11678	280	17	3a2b4c	3a2b4c	PROPN
aiti-11678	280	18	”	"	PUNCT
aiti-11678	280	19	.	.	PUNCT
aiti-11678	281	1	the	the	DET
aiti-11678	281	2	vector	vector	NOUN
aiti-11678	281	3	distance	distance	NOUN
aiti-11678	281	4	is	be	AUX
aiti-11678	281	5	used	use	VERB
aiti-11678	281	6	to	to	PART
aiti-11678	281	7	measure	measure	VERB
aiti-11678	281	8	the	the	DET
aiti-11678	281	9	similarity	similarity	NOUN
aiti-11678	281	10	of	of	ADP
aiti-11678	281	11	rle	rle	NOUN
aiti-11678	281	12	repetitive	repetitive	ADJ
aiti-11678	281	13	counts	count	NOUN
aiti-11678	281	14	as	as	ADP
aiti-11678	281	15	a	a	DET
aiti-11678	281	16	vector	vector	NOUN
aiti-11678	281	17	.	.	PUNCT
aiti-11678	282	1	the	the	DET
aiti-11678	282	2	vector	vector	NOUN
aiti-11678	282	3	distance	distance	NOUN
aiti-11678	282	4	is	be	AUX
aiti-11678	282	5	calculated	calculate	VERB
aiti-11678	282	6	by	by	ADP
aiti-11678	282	7	:	:	PUNCT
aiti-11678	282	8	(	(	PUNCT
aiti-11678	282	9	)	)	PUNCT
aiti-11678	282	10	2	2	NUM
aiti-11678	282	11	x	x	SYM
aiti-11678	282	12	yvector	yvector	NOUN
aiti-11678	282	13	distance	distance	NOUN
aiti-11678	282	14	=	=	SYM
aiti-11678	282	15	−	−	PROPN
aiti-11678	282	16	(	(	PUNCT
aiti-11678	282	17	17	17	NUM
aiti-11678	282	18	)	)	PUNCT
aiti-11678	282	19	advances	advance	NOUN
aiti-11678	282	20	in	in	ADP
aiti-11678	282	21	technology	technology	NOUN
aiti-11678	282	22	innovation	innovation	NOUN
aiti-11678	282	23	,	,	PUNCT
aiti-11678	282	24	vol	vol	NOUN
aiti-11678	282	25	.	.	PROPN
aiti-11678	282	26	8	8	NUM
aiti-11678	282	27	,	,	PUNCT
aiti-11678	282	28	no	no	INTJ
aiti-11678	282	29	.	.	NOUN
aiti-11678	282	30	4	4	NUM
aiti-11678	282	31	,	,	PUNCT
aiti-11678	282	32	2023	2023	NUM
aiti-11678	282	33	,	,	PUNCT
aiti-11678	282	34	pp	pp	ADJ
aiti-11678	282	35	.	.	PUNCT
aiti-11678	283	1	241	241	NUM
aiti-11678	283	2	-	-	SYM
aiti-11678	283	3	253	253	NUM
aiti-11678	283	4	251	251	NUM
aiti-11678	283	5	where	where	SCONJ
aiti-11678	283	6	x	x	PRON
aiti-11678	283	7	represents	represent	VERB
aiti-11678	283	8	the	the	DET
aiti-11678	283	9	simulated	simulated	ADJ
aiti-11678	283	10	data	datum	NOUN
aiti-11678	283	11	,	,	PUNCT
aiti-11678	283	12	and	and	CCONJ
aiti-11678	283	13	y	y	PROPN
aiti-11678	283	14	is	be	AUX
aiti-11678	283	15	the	the	DET
aiti-11678	283	16	forecasted	forecast	VERB
aiti-11678	283	17	data	datum	NOUN
aiti-11678	283	18	.	.	PUNCT
aiti-11678	284	1	for	for	ADP
aiti-11678	284	2	example	example	NOUN
aiti-11678	284	3	,	,	PUNCT
aiti-11678	284	4	the	the	DET
aiti-11678	284	5	rle	rle	NOUN
aiti-11678	284	6	of	of	ADP
aiti-11678	284	7	the	the	DET
aiti-11678	284	8	simulated	simulate	VERB
aiti-11678	284	9	data	datum	NOUN
aiti-11678	284	10	x	x	PRON
aiti-11678	284	11	becomes	become	VERB
aiti-11678	284	12	“	"	PUNCT
aiti-11678	284	13	3a2b4c	3a2b4c	PROPN
aiti-11678	284	14	”	"	PUNCT
aiti-11678	284	15	and	and	CCONJ
aiti-11678	284	16	the	the	DET
aiti-11678	284	17	rle	rle	NOUN
aiti-11678	284	18	of	of	ADP
aiti-11678	284	19	the	the	DET
aiti-11678	284	20	forecasted	forecast	VERB
aiti-11678	284	21	data	datum	NOUN
aiti-11678	284	22	y	y	PROPN
aiti-11678	284	23	becomes	become	VERB
aiti-11678	284	24	“	"	PUNCT
aiti-11678	284	25	3a2b4c	3a2b4c	PROPN
aiti-11678	284	26	”	"	PUNCT
aiti-11678	284	27	.	.	PUNCT
aiti-11678	285	1	in	in	ADP
aiti-11678	285	2	this	this	DET
aiti-11678	285	3	case	case	NOUN
aiti-11678	285	4	,	,	PUNCT
aiti-11678	285	5	the	the	DET
aiti-11678	285	6	vector	vector	NOUN
aiti-11678	285	7	distance	distance	NOUN
aiti-11678	285	8	between	between	ADP
aiti-11678	285	9	the	the	DET
aiti-11678	285	10	rle	rle	NOUN
aiti-11678	285	11	encoded	encode	VERB
aiti-11678	285	12	sequences	sequence	NOUN
aiti-11678	285	13	can	can	AUX
aiti-11678	285	14	be	be	AUX
aiti-11678	285	15	calculated	calculate	VERB
aiti-11678	285	16	using	use	VERB
aiti-11678	285	17	the	the	DET
aiti-11678	285	18	following	follow	VERB
aiti-11678	285	19	formula	formula	NOUN
aiti-11678	285	20	.	.	PUNCT
aiti-11678	286	1	(	(	PUNCT
aiti-11678	286	2	)	)	PUNCT
aiti-11678	286	3	(	(	PUNCT
aiti-11678	286	4	)	)	PUNCT
aiti-11678	286	5	(	(	PUNCT
aiti-11678	286	6	)	)	PUNCT
aiti-11678	286	7	2	2	NUM
aiti-11678	286	8	2	2	NUM
aiti-11678	286	9	2	2	NUM
aiti-11678	286	10	23	23	NUM
aiti-11678	286	11	3	3	NUM
aiti-11678	286	12	+	+	CCONJ
aiti-11678	286	13	2	2	NUM
aiti-11678	286	14	2	2	NUM
aiti-11678	286	15	+	+	CCONJ
aiti-11678	286	16	4	4	NUM
aiti-11678	286	17	3	3	NUM
aiti-11678	286	18	=	=	SYM
aiti-11678	286	19	0	0	NUM
aiti-11678	286	20	+	+	NOUN
aiti-11678	286	21	0	0	NUM
aiti-11678	286	22	+	+	ADJ
aiti-11678	286	23	1	1	NUM
aiti-11678	286	24	=	=	SYM
aiti-11678	286	25	1−	1−	NUM
aiti-11678	286	26	−	−	NOUN
aiti-11678	286	27	−	−	PROPN
aiti-11678	286	28	(	(	PUNCT
aiti-11678	286	29	18	18	NUM
aiti-11678	286	30	)	)	PUNCT
aiti-11678	286	31	the	the	PRON
aiti-11678	286	32	lower	low	ADJ
aiti-11678	286	33	the	the	DET
aiti-11678	286	34	vector	vector	NOUN
aiti-11678	286	35	distance	distance	NOUN
aiti-11678	286	36	it	it	PRON
aiti-11678	286	37	becomes	become	VERB
aiti-11678	286	38	,	,	PUNCT
aiti-11678	286	39	the	the	DET
aiti-11678	286	40	greater	great	ADJ
aiti-11678	286	41	similarity	similarity	NOUN
aiti-11678	286	42	it	it	PRON
aiti-11678	286	43	results	result	VERB
aiti-11678	286	44	in	in	ADP
aiti-11678	286	45	.	.	PUNCT
aiti-11678	287	1	a	a	DET
aiti-11678	287	2	value	value	NOUN
aiti-11678	287	3	of	of	ADP
aiti-11678	287	4	zero	zero	NUM
aiti-11678	287	5	indicates	indicate	VERB
aiti-11678	287	6	that	that	SCONJ
aiti-11678	287	7	two	two	NUM
aiti-11678	287	8	sequences	sequence	NOUN
aiti-11678	287	9	are	be	AUX
aiti-11678	287	10	identical	identical	ADJ
aiti-11678	287	11	.	.	PUNCT
aiti-11678	288	1	the	the	DET
aiti-11678	288	2	comparison	comparison	NOUN
aiti-11678	288	3	of	of	ADP
aiti-11678	288	4	vector	vector	NOUN
aiti-11678	288	5	distances	distance	NOUN
aiti-11678	288	6	between	between	ADP
aiti-11678	288	7	one	one	NUM
aiti-11678	288	8	sample	sample	NOUN
aiti-11678	288	9	to	to	ADP
aiti-11678	288	10	500	500	NUM
aiti-11678	288	11	samples	sample	NOUN
aiti-11678	288	12	is	be	AUX
aiti-11678	288	13	depicted	depict	VERB
aiti-11678	288	14	in	in	ADP
aiti-11678	288	15	fig	fig	NOUN
aiti-11678	288	16	.	.	PUNCT
aiti-11678	289	1	10	10	NUM
aiti-11678	289	2	.	.	PUNCT
aiti-11678	290	1	the	the	DET
aiti-11678	290	2	average	average	ADJ
aiti-11678	290	3	vector	vector	NOUN
aiti-11678	290	4	distance	distance	NOUN
aiti-11678	290	5	decreased	decrease	VERB
aiti-11678	290	6	from	from	ADP
aiti-11678	290	7	3.8531	3.8531	NUM
aiti-11678	290	8	for	for	ADP
aiti-11678	290	9	one	one	NUM
aiti-11678	290	10	sample	sample	NOUN
aiti-11678	290	11	to	to	ADP
aiti-11678	290	12	0.9740	0.9740	NUM
aiti-11678	290	13	for	for	ADP
aiti-11678	290	14	500	500	NUM
aiti-11678	290	15	samples	sample	NOUN
aiti-11678	290	16	.	.	PUNCT
aiti-11678	291	1	thus	thus	ADV
aiti-11678	291	2	,	,	PUNCT
aiti-11678	291	3	it	it	PRON
aiti-11678	291	4	indicates	indicate	VERB
aiti-11678	291	5	that	that	SCONJ
aiti-11678	291	6	the	the	DET
aiti-11678	291	7	forecasted	forecast	VERB
aiti-11678	291	8	and	and	CCONJ
aiti-11678	291	9	simulated	simulate	VERB
aiti-11678	291	10	sequences	sequence	NOUN
aiti-11678	291	11	had	have	AUX
aiti-11678	291	12	become	become	VERB
aiti-11678	291	13	more	more	ADV
aiti-11678	291	14	similar	similar	ADJ
aiti-11678	291	15	.	.	PUNCT
aiti-11678	292	1	this	this	DET
aiti-11678	292	2	result	result	NOUN
aiti-11678	292	3	shows	show	VERB
aiti-11678	292	4	that	that	SCONJ
aiti-11678	292	5	the	the	DET
aiti-11678	292	6	estimated	estimate	VERB
aiti-11678	292	7	duration	duration	NOUN
aiti-11678	292	8	becomes	become	VERB
aiti-11678	292	9	more	more	ADV
aiti-11678	292	10	precise	precise	ADJ
aiti-11678	292	11	as	as	ADP
aiti-11678	292	12	the	the	DET
aiti-11678	292	13	number	number	NOUN
aiti-11678	292	14	of	of	ADP
aiti-11678	292	15	samples	sample	NOUN
aiti-11678	292	16	increases	increase	NOUN
aiti-11678	292	17	.	.	PUNCT
aiti-11678	293	1	fig	fig	NOUN
aiti-11678	293	2	.	.	PUNCT
aiti-11678	294	1	10	10	NUM
aiti-11678	294	2	vector	vector	NOUN
aiti-11678	294	3	distance	distance	NOUN
aiti-11678	294	4	for	for	ADP
aiti-11678	294	5	simulated	simulate	VERB
aiti-11678	294	6	and	and	CCONJ
aiti-11678	294	7	forecasted	forecast	VERB
aiti-11678	294	8	sequences	sequence	NOUN
aiti-11678	294	9	5.3	5.3	NUM
aiti-11678	294	10	.	.	PUNCT
aiti-11678	295	1	analysis	analysis	NOUN
aiti-11678	295	2	of	of	ADP
aiti-11678	295	3	real	real	ADJ
aiti-11678	295	4	-	-	PUNCT
aiti-11678	295	5	world	world	NOUN
aiti-11678	295	6	experiment	experiment	NOUN
aiti-11678	295	7	the	the	DET
aiti-11678	295	8	objective	objective	NOUN
aiti-11678	295	9	of	of	ADP
aiti-11678	295	10	the	the	DET
aiti-11678	295	11	real	real	ADJ
aiti-11678	295	12	experiment	experiment	NOUN
aiti-11678	295	13	is	be	AUX
aiti-11678	295	14	to	to	PART
aiti-11678	295	15	demonstrate	demonstrate	VERB
aiti-11678	295	16	the	the	DET
aiti-11678	295	17	effectiveness	effectiveness	NOUN
aiti-11678	295	18	of	of	ADP
aiti-11678	295	19	algorithm	algorithm	NOUN
aiti-11678	295	20	1	1	NUM
aiti-11678	295	21	with	with	ADP
aiti-11678	295	22	realistic	realistic	ADJ
aiti-11678	295	23	data	datum	NOUN
aiti-11678	295	24	.	.	PUNCT
aiti-11678	296	1	to	to	PART
aiti-11678	296	2	achieve	achieve	VERB
aiti-11678	296	3	this	this	PRON
aiti-11678	296	4	,	,	PUNCT
aiti-11678	296	5	data	datum	NOUN
aiti-11678	296	6	were	be	AUX
aiti-11678	296	7	collected	collect	VERB
aiti-11678	296	8	from	from	ADP
aiti-11678	296	9	7	7	NUM
aiti-11678	296	10	ble	ble	ADJ
aiti-11678	296	11	scanners	scanner	NOUN
aiti-11678	296	12	for	for	ADP
aiti-11678	296	13	25	25	NUM
aiti-11678	296	14	ble	ble	ADJ
aiti-11678	296	15	tags	tag	NOUN
aiti-11678	296	16	.	.	PUNCT
aiti-11678	297	1	the	the	DET
aiti-11678	297	2	dataset	dataset	NOUN
aiti-11678	297	3	was	be	AUX
aiti-11678	297	4	filtered	filter	VERB
aiti-11678	297	5	based	base	VERB
aiti-11678	297	6	on	on	ADP
aiti-11678	297	7	tag	tag	NOUN
aiti-11678	298	1	i	i	PROPN
aiti-11678	298	2	d	d	PROPN
aiti-11678	298	3	to	to	PART
aiti-11678	298	4	retain	retain	VERB
aiti-11678	298	5	the	the	DET
aiti-11678	298	6	rssi	rssi	ADJ
aiti-11678	298	7	values	value	NOUN
aiti-11678	298	8	associated	associate	VERB
aiti-11678	298	9	with	with	ADP
aiti-11678	298	10	the	the	DET
aiti-11678	298	11	scanner	scanner	NOUN
aiti-11678	298	12	number	number	NOUN
aiti-11678	298	13	.	.	PUNCT
aiti-11678	299	1	the	the	DET
aiti-11678	299	2	filtered	filter	VERB
aiti-11678	299	3	data	datum	NOUN
aiti-11678	299	4	was	be	AUX
aiti-11678	299	5	input	input	ADJ
aiti-11678	299	6	into	into	ADP
aiti-11678	299	7	algorithm	algorithm	NOUN
aiti-11678	299	8	1	1	NUM
aiti-11678	299	9	,	,	PUNCT
aiti-11678	299	10	which	which	PRON
aiti-11678	299	11	is	be	AUX
aiti-11678	299	12	used	use	VERB
aiti-11678	299	13	to	to	PART
aiti-11678	299	14	re	re	VERB
aiti-11678	299	15	-	-	NOUN
aiti-11678	299	16	estimate	estimate	VERB
aiti-11678	299	17	parameters	parameter	NOUN
aiti-11678	299	18	�	�	PROPN
aiti-11678	299	19	̂.	̂.	PROPN
aiti-11678	299	20	fig	fig	NOUN
aiti-11678	299	21	.	.	PUNCT
aiti-11678	300	1	11	11	NUM
aiti-11678	300	2	compares	compare	VERB
aiti-11678	300	3	the	the	DET
aiti-11678	300	4	state	state	NOUN
aiti-11678	300	5	sequences	sequence	NOUN
aiti-11678	300	6	generated	generate	VERB
aiti-11678	300	7	by	by	ADP
aiti-11678	300	8	the	the	DET
aiti-11678	300	9	trained	train	VERB
aiti-11678	300	10	hsmm	hsmm	PROPN
aiti-11678	300	11	model	model	NOUN
aiti-11678	300	12	to	to	ADP
aiti-11678	300	13	the	the	DET
aiti-11678	300	14	actual	actual	ADJ
aiti-11678	300	15	data	datum	NOUN
aiti-11678	300	16	collected	collect	VERB
aiti-11678	300	17	during	during	ADP
aiti-11678	300	18	the	the	DET
aiti-11678	300	19	experiments	experiment	NOUN
aiti-11678	300	20	.	.	PUNCT
aiti-11678	301	1	fig	fig	NOUN
aiti-11678	301	2	.	.	PUNCT
aiti-11678	302	1	11	11	NUM
aiti-11678	302	2	hidden	hide	VERB
aiti-11678	302	3	state	state	NOUN
aiti-11678	302	4	alignment	alignment	NOUN
aiti-11678	302	5	example	example	NOUN
aiti-11678	302	6	advances	advance	NOUN
aiti-11678	302	7	in	in	ADP
aiti-11678	302	8	technology	technology	NOUN
aiti-11678	302	9	innovation	innovation	NOUN
aiti-11678	302	10	,	,	PUNCT
aiti-11678	302	11	vol	vol	NOUN
aiti-11678	302	12	.	.	PROPN
aiti-11678	302	13	8	8	NUM
aiti-11678	302	14	,	,	PUNCT
aiti-11678	302	15	no	no	INTJ
aiti-11678	302	16	.	.	NOUN
aiti-11678	302	17	4	4	NUM
aiti-11678	302	18	,	,	PUNCT
aiti-11678	302	19	2023	2023	NUM
aiti-11678	302	20	,	,	PUNCT
aiti-11678	302	21	pp	pp	ADJ
aiti-11678	302	22	.	.	PUNCT
aiti-11678	303	1	241	241	NUM
aiti-11678	303	2	-	-	SYM
aiti-11678	303	3	253	253	NUM
aiti-11678	303	4	252	252	NUM
aiti-11678	303	5	table	table	NOUN
aiti-11678	303	6	1	1	NUM
aiti-11678	303	7	state	state	NOUN
aiti-11678	303	8	durations	duration	NOUN
aiti-11678	303	9	(	(	PUNCT
aiti-11678	303	10	unit	unit	NOUN
aiti-11678	303	11	of	of	ADP
aiti-11678	303	12	5	5	NUM
aiti-11678	303	13	secs	sec	NOUN
aiti-11678	303	14	.	.	PUNCT
aiti-11678	303	15	)	)	PUNCT
aiti-11678	304	1	area	area	NOUN
aiti-11678	304	2	(	(	PUNCT
aiti-11678	304	3	state	state	NOUN
aiti-11678	304	4	)	)	PUNCT
aiti-11678	304	5	average	average	ADJ
aiti-11678	304	6	cycle	cycle	NOUN
aiti-11678	304	7	time	time	NOUN
aiti-11678	304	8	(	(	PUNCT
aiti-11678	304	9	in	in	ADP
aiti-11678	304	10	epochs	epoch	NOUN
aiti-11678	304	11	)	)	PUNCT
aiti-11678	304	12	real	real	ADJ
aiti-11678	304	13	-	-	PUNCT
aiti-11678	304	14	world	world	NOUN
aiti-11678	304	15	hsmm	hsmm	NOUN
aiti-11678	304	16	#	#	SYM
aiti-11678	304	17	1	1	NUM
aiti-11678	304	18	3.28	3.28	NUM
aiti-11678	304	19	2.88	2.88	NUM
aiti-11678	304	20	#	#	SYM
aiti-11678	304	21	2	2	NUM
aiti-11678	304	22	6.68	6.68	NUM
aiti-11678	304	23	5.88	5.88	NUM
aiti-11678	304	24	#	#	SYM
aiti-11678	304	25	3	3	NUM
aiti-11678	304	26	5.84	5.84	NUM
aiti-11678	304	27	6.16	6.16	NUM
aiti-11678	304	28	#	#	SYM
aiti-11678	304	29	4	4	NUM
aiti-11678	304	30	8.76	8.76	NUM
aiti-11678	304	31	8.56	8.56	NUM
aiti-11678	304	32	#	#	SYM
aiti-11678	304	33	5	5	NUM
aiti-11678	304	34	3.36	3.36	NUM
aiti-11678	304	35	1.52	1.52	NUM
aiti-11678	304	36	#	#	SYM
aiti-11678	304	37	6	6	NUM
aiti-11678	304	38	4.60	4.60	NUM
aiti-11678	304	39	4.44	4.44	NUM
aiti-11678	304	40	#	#	SYM
aiti-11678	304	41	7	7	NUM
aiti-11678	304	42	1.48	1.48	NUM
aiti-11678	304	43	1.04	1.04	NUM
aiti-11678	304	44	throughput	throughput	NOUN
aiti-11678	304	45	time	time	NOUN
aiti-11678	304	46	(	(	PUNCT
aiti-11678	304	47	in	in	ADP
aiti-11678	304	48	epochs	epoch	NOUN
aiti-11678	304	49	)	)	PUNCT
aiti-11678	304	50	33.99	33.99	NUM
aiti-11678	304	51	30.48	30.48	NUM
aiti-11678	304	52	table	table	NOUN
aiti-11678	304	53	1	1	NUM
aiti-11678	304	54	presents	present	VERB
aiti-11678	304	55	a	a	DET
aiti-11678	304	56	comparison	comparison	NOUN
aiti-11678	304	57	of	of	ADP
aiti-11678	304	58	the	the	DET
aiti-11678	304	59	average	average	ADJ
aiti-11678	304	60	state	state	NOUN
aiti-11678	304	61	duration	duration	NOUN
aiti-11678	304	62	values	value	NOUN
aiti-11678	304	63	between	between	ADP
aiti-11678	304	64	the	the	DET
aiti-11678	304	65	collected	collect	VERB
aiti-11678	304	66	data	datum	NOUN
aiti-11678	304	67	and	and	CCONJ
aiti-11678	304	68	those	those	PRON
aiti-11678	304	69	generated	generate	VERB
aiti-11678	304	70	by	by	ADP
aiti-11678	304	71	the	the	DET
aiti-11678	304	72	proposed	propose	VERB
aiti-11678	304	73	hsmm	hsmm	PROPN
aiti-11678	304	74	model	model	PROPN
aiti-11678	304	75	.	.	PUNCT
aiti-11678	305	1	the	the	DET
aiti-11678	305	2	average	average	ADJ
aiti-11678	305	3	throughput	throughput	NOUN
aiti-11678	305	4	time	time	NOUN
aiti-11678	305	5	for	for	ADP
aiti-11678	305	6	the	the	DET
aiti-11678	305	7	realistic	realistic	ADJ
aiti-11678	305	8	data	data	NOUN
aiti-11678	305	9	is	be	AUX
aiti-11678	305	10	33.99	33.99	NUM
aiti-11678	305	11	epochs	epoch	NOUN
aiti-11678	305	12	(	(	PUNCT
aiti-11678	305	13	169.95	169.95	NUM
aiti-11678	305	14	seconds	second	NOUN
aiti-11678	305	15	)	)	PUNCT
aiti-11678	305	16	,	,	PUNCT
aiti-11678	305	17	while	while	SCONJ
aiti-11678	305	18	the	the	DET
aiti-11678	305	19	average	average	ADJ
aiti-11678	305	20	throughput	throughput	NOUN
aiti-11678	305	21	time	time	NOUN
aiti-11678	305	22	for	for	ADP
aiti-11678	305	23	the	the	DET
aiti-11678	305	24	hsmm	hsmm	PROPN
aiti-11678	305	25	model	model	NOUN
aiti-11678	305	26	is	be	AUX
aiti-11678	305	27	30.48	30.48	NUM
aiti-11678	305	28	epochs	epoch	NOUN
aiti-11678	305	29	(	(	PUNCT
aiti-11678	305	30	152.4	152.4	NUM
aiti-11678	305	31	seconds	second	NOUN
aiti-11678	305	32	)	)	PUNCT
aiti-11678	305	33	,	,	PUNCT
aiti-11678	305	34	with	with	ADP
aiti-11678	305	35	a	a	DET
aiti-11678	305	36	difference	difference	NOUN
aiti-11678	305	37	of	of	ADP
aiti-11678	305	38	only	only	ADV
aiti-11678	305	39	3.51	3.51	NUM
aiti-11678	305	40	epochs	epoch	NOUN
aiti-11678	305	41	.	.	PUNCT
aiti-11678	306	1	the	the	DET
aiti-11678	306	2	difference	difference	NOUN
aiti-11678	306	3	highlights	highlight	VERB
aiti-11678	306	4	the	the	DET
aiti-11678	306	5	accuracy	accuracy	NOUN
aiti-11678	306	6	of	of	ADP
aiti-11678	306	7	the	the	DET
aiti-11678	306	8	hsmm	hsmm	PROPN
aiti-11678	306	9	model	model	NOUN
aiti-11678	306	10	in	in	ADP
aiti-11678	306	11	capturing	capture	VERB
aiti-11678	306	12	the	the	DET
aiti-11678	306	13	dynamics	dynamic	NOUN
aiti-11678	306	14	of	of	ADP
aiti-11678	306	15	the	the	DET
aiti-11678	306	16	system	system	NOUN
aiti-11678	306	17	.	.	PUNCT
aiti-11678	307	1	the	the	DET
aiti-11678	307	2	close	close	ADJ
aiti-11678	307	3	match	match	NOUN
aiti-11678	307	4	between	between	ADP
aiti-11678	307	5	the	the	DET
aiti-11678	307	6	realistic	realistic	ADJ
aiti-11678	307	7	data	datum	NOUN
aiti-11678	307	8	and	and	CCONJ
aiti-11678	307	9	the	the	DET
aiti-11678	307	10	hsmm	hsmm	PROPN
aiti-11678	307	11	model	model	NOUN
aiti-11678	307	12	suggests	suggest	VERB
aiti-11678	307	13	that	that	SCONJ
aiti-11678	307	14	the	the	DET
aiti-11678	307	15	model	model	NOUN
aiti-11678	307	16	is	be	AUX
aiti-11678	307	17	capable	capable	ADJ
aiti-11678	307	18	of	of	ADP
aiti-11678	307	19	accurately	accurately	ADV
aiti-11678	307	20	predicting	predict	VERB
aiti-11678	307	21	throughput	throughput	NOUN
aiti-11678	307	22	time	time	NOUN
aiti-11678	307	23	and	and	CCONJ
aiti-11678	307	24	state	state	NOUN
aiti-11678	307	25	sequences	sequence	NOUN
aiti-11678	307	26	based	base	VERB
aiti-11678	307	27	on	on	ADP
aiti-11678	307	28	the	the	DET
aiti-11678	307	29	rssi	rssi	ADJ
aiti-11678	307	30	data	datum	NOUN
aiti-11678	307	31	.	.	PUNCT
aiti-11678	308	1	6	6	X
aiti-11678	308	2	.	.	PUNCT
aiti-11678	308	3	conclusions	conclusion	NOUN
aiti-11678	308	4	this	this	DET
aiti-11678	308	5	study	study	NOUN
aiti-11678	308	6	aims	aim	VERB
aiti-11678	308	7	to	to	PART
aiti-11678	308	8	overcome	overcome	VERB
aiti-11678	308	9	the	the	DET
aiti-11678	308	10	limitations	limitation	NOUN
aiti-11678	308	11	of	of	ADP
aiti-11678	308	12	previous	previous	ADJ
aiti-11678	308	13	research	research	NOUN
aiti-11678	308	14	by	by	ADP
aiti-11678	308	15	uncovering	uncover	VERB
aiti-11678	308	16	temporal	temporal	ADJ
aiti-11678	308	17	behavior	behavior	NOUN
aiti-11678	308	18	and	and	CCONJ
aiti-11678	308	19	identifying	identify	VERB
aiti-11678	308	20	potential	potential	ADJ
aiti-11678	308	21	correlations	correlation	NOUN
aiti-11678	308	22	in	in	ADP
aiti-11678	308	23	the	the	DET
aiti-11678	308	24	hsmm	hsmm	PROPN
aiti-11678	308	25	with	with	ADP
aiti-11678	308	26	rssi	rssi	ADJ
aiti-11678	308	27	data	datum	NOUN
aiti-11678	308	28	from	from	ADP
aiti-11678	308	29	the	the	DET
aiti-11678	308	30	production	production	NOUN
aiti-11678	308	31	line	line	NOUN
aiti-11678	308	32	.	.	PUNCT
aiti-11678	309	1	to	to	PART
aiti-11678	309	2	achieve	achieve	VERB
aiti-11678	309	3	this	this	PRON
aiti-11678	309	4	,	,	PUNCT
aiti-11678	309	5	the	the	DET
aiti-11678	309	6	proposed	propose	VERB
aiti-11678	309	7	method	method	NOUN
aiti-11678	309	8	utilized	utilize	VERB
aiti-11678	309	9	two	two	NUM
aiti-11678	309	10	key	key	ADJ
aiti-11678	309	11	steps	step	NOUN
aiti-11678	309	12	.	.	PUNCT
aiti-11678	310	1	first	first	ADV
aiti-11678	310	2	,	,	PUNCT
aiti-11678	310	3	the	the	DET
aiti-11678	310	4	method	method	NOUN
aiti-11678	310	5	involved	involve	VERB
aiti-11678	310	6	updating	update	VERB
aiti-11678	310	7	duration	duration	NOUN
aiti-11678	310	8	probabilities	probability	NOUN
aiti-11678	310	9	using	use	VERB
aiti-11678	310	10	forward	forward	ADV
aiti-11678	310	11	and	and	CCONJ
aiti-11678	310	12	backward	backward	ADJ
aiti-11678	310	13	procedures	procedure	NOUN
aiti-11678	310	14	.	.	PUNCT
aiti-11678	311	1	it	it	PRON
aiti-11678	311	2	allows	allow	VERB
aiti-11678	311	3	probable	probable	ADJ
aiti-11678	311	4	determination	determination	NOUN
aiti-11678	311	5	of	of	ADP
aiti-11678	311	6	observed	observed	ADJ
aiti-11678	311	7	sequences	sequence	NOUN
aiti-11678	311	8	in	in	ADP
aiti-11678	311	9	an	an	DET
aiti-11678	311	10	hsmm	hsmm	NOUN
aiti-11678	311	11	,	,	PUNCT
aiti-11678	311	12	which	which	PRON
aiti-11678	311	13	is	be	AUX
aiti-11678	311	14	a	a	DET
aiti-11678	311	15	crucial	crucial	ADJ
aiti-11678	311	16	aspect	aspect	NOUN
aiti-11678	311	17	of	of	ADP
aiti-11678	311	18	understanding	understand	VERB
aiti-11678	311	19	temporal	temporal	ADJ
aiti-11678	311	20	behavior	behavior	NOUN
aiti-11678	311	21	.	.	PUNCT
aiti-11678	312	1	second	second	ADJ
aiti-11678	312	2	,	,	PUNCT
aiti-11678	312	3	learning	learn	VERB
aiti-11678	312	4	procedures	procedure	NOUN
aiti-11678	312	5	were	be	AUX
aiti-11678	312	6	employed	employ	VERB
aiti-11678	312	7	to	to	PART
aiti-11678	312	8	update	update	VERB
aiti-11678	312	9	the	the	DET
aiti-11678	312	10	duration	duration	NOUN
aiti-11678	312	11	parameter	parameter	NOUN
aiti-11678	312	12	,	,	PUNCT
aiti-11678	312	13	enabling	enable	VERB
aiti-11678	312	14	the	the	DET
aiti-11678	312	15	model	model	NOUN
aiti-11678	312	16	to	to	PART
aiti-11678	312	17	adapt	adapt	VERB
aiti-11678	312	18	and	and	CCONJ
aiti-11678	312	19	improve	improve	VERB
aiti-11678	312	20	its	its	PRON
aiti-11678	312	21	predictions	prediction	NOUN
aiti-11678	312	22	based	base	VERB
aiti-11678	312	23	on	on	ADP
aiti-11678	312	24	the	the	DET
aiti-11678	312	25	collected	collect	VERB
aiti-11678	312	26	data	datum	NOUN
aiti-11678	312	27	.	.	PUNCT
aiti-11678	313	1	the	the	DET
aiti-11678	313	2	proximity	proximity	NOUN
aiti-11678	313	3	between	between	ADP
aiti-11678	313	4	the	the	DET
aiti-11678	313	5	actual	actual	ADJ
aiti-11678	313	6	and	and	CCONJ
aiti-11678	313	7	predicted	predict	VERB
aiti-11678	313	8	values	value	NOUN
aiti-11678	313	9	in	in	ADP
aiti-11678	313	10	experiments	experiment	NOUN
aiti-11678	313	11	highlights	highlight	VERB
aiti-11678	313	12	the	the	DET
aiti-11678	313	13	reasonable	reasonable	ADJ
aiti-11678	313	14	accuracy	accuracy	NOUN
aiti-11678	313	15	of	of	ADP
aiti-11678	313	16	the	the	DET
aiti-11678	313	17	hsmm	hsmm	PROPN
aiti-11678	313	18	model	model	NOUN
aiti-11678	313	19	.	.	PUNCT
aiti-11678	314	1	it	it	PRON
aiti-11678	314	2	indicates	indicate	VERB
aiti-11678	314	3	that	that	SCONJ
aiti-11678	314	4	the	the	DET
aiti-11678	314	5	proposed	propose	VERB
aiti-11678	314	6	method	method	NOUN
aiti-11678	314	7	effectively	effectively	ADV
aiti-11678	314	8	predicted	predict	VERB
aiti-11678	314	9	temporal	temporal	ADJ
aiti-11678	314	10	behavior	behavior	NOUN
aiti-11678	314	11	.	.	PUNCT
aiti-11678	315	1	future	future	ADJ
aiti-11678	315	2	work	work	NOUN
aiti-11678	315	3	could	could	AUX
aiti-11678	315	4	involve	involve	VERB
aiti-11678	315	5	further	further	ADJ
aiti-11678	315	6	refinement	refinement	NOUN
aiti-11678	315	7	of	of	ADP
aiti-11678	315	8	the	the	DET
aiti-11678	315	9	method	method	NOUN
aiti-11678	315	10	to	to	PART
aiti-11678	315	11	include	include	VERB
aiti-11678	315	12	the	the	DET
aiti-11678	315	13	condition	condition	NOUN
aiti-11678	315	14	when	when	SCONJ
aiti-11678	315	15	there	there	PRON
aiti-11678	315	16	is	be	VERB
aiti-11678	315	17	no	no	DET
aiti-11678	315	18	rssi	rssi	NOUN
aiti-11678	315	19	available	available	ADJ
aiti-11678	315	20	.	.	PUNCT
aiti-11678	316	1	additionally	additionally	ADV
aiti-11678	316	2	,	,	PUNCT
aiti-11678	316	3	it	it	PRON
aiti-11678	316	4	is	be	AUX
aiti-11678	316	5	important	important	ADJ
aiti-11678	316	6	to	to	PART
aiti-11678	316	7	note	note	VERB
aiti-11678	316	8	that	that	SCONJ
aiti-11678	316	9	the	the	DET
aiti-11678	316	10	limitations	limitation	NOUN
aiti-11678	316	11	of	of	ADP
aiti-11678	316	12	this	this	DET
aiti-11678	316	13	work	work	NOUN
aiti-11678	316	14	include	include	VERB
aiti-11678	316	15	the	the	DET
aiti-11678	316	16	dependence	dependence	NOUN
aiti-11678	316	17	on	on	ADP
aiti-11678	316	18	accurate	accurate	ADJ
aiti-11678	316	19	and	and	CCONJ
aiti-11678	316	20	consistent	consistent	ADJ
aiti-11678	316	21	rssi	rssi	ADJ
aiti-11678	316	22	data	datum	NOUN
aiti-11678	316	23	and	and	CCONJ
aiti-11678	316	24	the	the	DET
aiti-11678	316	25	assumption	assumption	NOUN
aiti-11678	316	26	of	of	ADP
aiti-11678	316	27	stationary	stationary	ADJ
aiti-11678	316	28	behavior	behavior	NOUN
aiti-11678	316	29	in	in	ADP
aiti-11678	316	30	the	the	DET
aiti-11678	316	31	production	production	NOUN
aiti-11678	316	32	process	process	NOUN
aiti-11678	316	33	.	.	PUNCT
aiti-11678	317	1	despite	despite	SCONJ
aiti-11678	317	2	this	this	DET
aiti-11678	317	3	limitation	limitation	NOUN
aiti-11678	317	4	,	,	PUNCT
aiti-11678	317	5	this	this	DET
aiti-11678	317	6	study	study	NOUN
aiti-11678	317	7	has	have	AUX
aiti-11678	317	8	shown	show	VERB
aiti-11678	317	9	the	the	DET
aiti-11678	317	10	potential	potential	NOUN
aiti-11678	317	11	of	of	ADP
aiti-11678	317	12	rssi	rssi	ADJ
aiti-11678	317	13	and	and	CCONJ
aiti-11678	317	14	timestamp	timestamp	VERB
aiti-11678	317	15	data	datum	NOUN
aiti-11678	317	16	for	for	ADP
aiti-11678	317	17	predicting	predict	VERB
aiti-11678	317	18	production	production	NOUN
aiti-11678	317	19	metrics	metric	NOUN
aiti-11678	317	20	in	in	ADP
aiti-11678	317	21	a	a	DET
aiti-11678	317	22	manufacturing	manufacturing	NOUN
aiti-11678	317	23	setting	setting	NOUN
aiti-11678	317	24	.	.	PUNCT
aiti-11678	318	1	conflicts	conflict	NOUN
aiti-11678	318	2	of	of	ADP
aiti-11678	318	3	interest	interest	NOUN
aiti-11678	318	4	the	the	DET
aiti-11678	318	5	authors	author	NOUN
aiti-11678	318	6	declare	declare	VERB
aiti-11678	318	7	no	no	DET
aiti-11678	318	8	conflict	conflict	NOUN
aiti-11678	318	9	of	of	ADP
aiti-11678	318	10	interest	interest	NOUN
aiti-11678	318	11	.	.	PUNCT
aiti-11678	319	1	references	reference	NOUN
aiti-11678	319	2	[	[	X
aiti-11678	319	3	1	1	NUM
aiti-11678	319	4	]	]	PUNCT
aiti-11678	319	5	w.	w.	PROPN
aiti-11678	319	6	c.	c.	PROPN
aiti-11678	319	7	tan	tan	PROPN
aiti-11678	319	8	and	and	CCONJ
aiti-11678	319	9	m.	m.	PROPN
aiti-11678	319	10	s.	s.	PROPN
aiti-11678	319	11	sidhu	sidhu	PROPN
aiti-11678	319	12	,	,	PUNCT
aiti-11678	319	13	“	"	PUNCT
aiti-11678	319	14	review	review	NOUN
aiti-11678	319	15	of	of	ADP
aiti-11678	319	16	rfid	rfid	NOUN
aiti-11678	319	17	and	and	CCONJ
aiti-11678	319	18	iot	iot	ADJ
aiti-11678	319	19	integration	integration	NOUN
aiti-11678	319	20	in	in	ADP
aiti-11678	319	21	supply	supply	NOUN
aiti-11678	319	22	chain	chain	NOUN
aiti-11678	319	23	management	management	NOUN
aiti-11678	319	24	,	,	PUNCT
aiti-11678	319	25	”	"	PUNCT
aiti-11678	319	26	operations	operation	NOUN
aiti-11678	319	27	research	research	NOUN
aiti-11678	319	28	perspectives	perspective	NOUN
aiti-11678	319	29	,	,	PUNCT
aiti-11678	319	30	vol	vol	NOUN
aiti-11678	319	31	.	.	PROPN
aiti-11678	319	32	9	9	NUM
aiti-11678	319	33	,	,	PUNCT
aiti-11678	319	34	article	article	NOUN
aiti-11678	319	35	no	no	NOUN
aiti-11678	319	36	.	.	PROPN
aiti-11678	319	37	100229	100229	NUM
aiti-11678	319	38	,	,	PUNCT
aiti-11678	319	39	january	january	PROPN
aiti-11678	319	40	2022	2022	NUM
aiti-11678	319	41	.	.	PUNCT
aiti-11678	320	1	[	[	X
aiti-11678	320	2	2	2	X
aiti-11678	320	3	]	]	PUNCT
aiti-11678	320	4	w.	w.	PROPN
aiti-11678	320	5	c.	c.	PROPN
aiti-11678	320	6	chen	chen	PROPN
aiti-11678	320	7	,	,	PUNCT
aiti-11678	320	8	m.	m.	PROPN
aiti-11678	320	9	h.	h.	PROPN
aiti-11678	320	10	nguyen	nguyen	PROPN
aiti-11678	320	11	,	,	PUNCT
aiti-11678	320	12	and	and	CCONJ
aiti-11678	320	13	p.	p.	PROPN
aiti-11678	320	14	h.	h.	PROPN
aiti-11678	320	15	tai	tai	PROPN
aiti-11678	320	16	,	,	PUNCT
aiti-11678	320	17	“	"	PUNCT
aiti-11678	320	18	an	an	DET
aiti-11678	320	19	intelligent	intelligent	ADJ
aiti-11678	320	20	manufacturing	manufacturing	NOUN
aiti-11678	320	21	system	system	NOUN
aiti-11678	320	22	for	for	ADP
aiti-11678	320	23	injection	injection	NOUN
aiti-11678	320	24	molding	molding	NOUN
aiti-11678	320	25	,	,	PUNCT
aiti-11678	320	26	”	"	PUNCT
aiti-11678	320	27	proceedings	proceeding	NOUN
aiti-11678	320	28	of	of	ADP
aiti-11678	320	29	engineering	engineering	NOUN
aiti-11678	320	30	and	and	CCONJ
aiti-11678	320	31	technology	technology	NOUN
aiti-11678	320	32	innovation	innovation	NOUN
aiti-11678	320	33	,	,	PUNCT
aiti-11678	320	34	vol	vol	NOUN
aiti-11678	320	35	.	.	PROPN
aiti-11678	320	36	8	8	NUM
aiti-11678	320	37	,	,	PUNCT
aiti-11678	320	38	pp	pp	ADJ
aiti-11678	320	39	.	.	PUNCT
aiti-11678	321	1	09	09	NUM
aiti-11678	321	2	-	-	SYM
aiti-11678	321	3	14	14	NUM
aiti-11678	321	4	,	,	PUNCT
aiti-11678	321	5	april	april	PROPN
aiti-11678	321	6	2018	2018	NUM
aiti-11678	321	7	.	.	PUNCT
aiti-11678	322	1	[	[	X
aiti-11678	322	2	3	3	X
aiti-11678	322	3	]	]	X
aiti-11678	322	4	j.	j.	PROPN
aiti-11678	322	5	v.	v.	PROPN
aiti-11678	322	6	tébar	tébar	PROPN
aiti-11678	322	7	-	-	PUNCT
aiti-11678	322	8	rubio	rubio	NOUN
aiti-11678	322	9	,	,	PUNCT
aiti-11678	322	10	f.	f.	PROPN
aiti-11678	322	11	j.	j.	PROPN
aiti-11678	322	12	ramírez	ramírez	PROPN
aiti-11678	322	13	,	,	PUNCT
aiti-11678	322	14	and	and	CCONJ
aiti-11678	322	15	m.	m.	PROPN
aiti-11678	322	16	j.	j.	PROPN
aiti-11678	322	17	ruiz	ruiz	PROPN
aiti-11678	322	18	-	-	PUNCT
aiti-11678	322	19	ortega	ortega	PROPN
aiti-11678	322	20	,	,	PUNCT
aiti-11678	322	21	“	"	PUNCT
aiti-11678	322	22	conducting	conduct	VERB
aiti-11678	322	23	action	action	NOUN
aiti-11678	322	24	research	research	NOUN
aiti-11678	322	25	to	to	PART
aiti-11678	322	26	improve	improve	VERB
aiti-11678	322	27	operational	operational	ADJ
aiti-11678	322	28	efficiency	efficiency	NOUN
aiti-11678	322	29	in	in	ADP
aiti-11678	322	30	manufacturing	manufacturing	NOUN
aiti-11678	322	31	:	:	PUNCT
aiti-11678	322	32	the	the	DET
aiti-11678	322	33	case	case	NOUN
aiti-11678	322	34	of	of	ADP
aiti-11678	322	35	a	a	DET
aiti-11678	322	36	first	first	ADJ
aiti-11678	322	37	-	-	PUNCT
aiti-11678	322	38	tier	tier	NOUN
aiti-11678	322	39	automotive	automotive	ADJ
aiti-11678	322	40	supplier	supplier	NOUN
aiti-11678	322	41	,	,	PUNCT
aiti-11678	322	42	”	"	PUNCT
aiti-11678	322	43	systemic	systemic	ADJ
aiti-11678	322	44	practice	practice	NOUN
aiti-11678	322	45	and	and	CCONJ
aiti-11678	322	46	action	action	NOUN
aiti-11678	322	47	research	research	NOUN
aiti-11678	322	48	,	,	PUNCT
aiti-11678	322	49	vol	vol	NOUN
aiti-11678	322	50	.	.	PROPN
aiti-11678	323	1	36	36	NUM
aiti-11678	323	2	,	,	PUNCT
aiti-11678	323	3	no	no	INTJ
aiti-11678	323	4	.	.	NOUN
aiti-11678	323	5	3	3	NUM
aiti-11678	323	6	,	,	PUNCT
aiti-11678	323	7	pp	pp	ADJ
aiti-11678	323	8	.	.	PUNCT
aiti-11678	324	1	427	427	NUM
aiti-11678	324	2	-	-	SYM
aiti-11678	324	3	459	459	NUM
aiti-11678	324	4	,	,	PUNCT
aiti-11678	324	5	june	june	PROPN
aiti-11678	324	6	2023	2023	NUM
aiti-11678	324	7	.	.	PUNCT
aiti-11678	325	1	[	[	X
aiti-11678	325	2	4	4	NUM
aiti-11678	325	3	]	]	X
aiti-11678	325	4	r.	r.	X
aiti-11678	325	5	joppen	joppen	PROPN
aiti-11678	325	6	,	,	PUNCT
aiti-11678	325	7	s.	s.	PROPN
aiti-11678	325	8	von	von	PROPN
aiti-11678	325	9	enzberg	enzberg	PROPN
aiti-11678	325	10	,	,	PUNCT
aiti-11678	325	11	j.	j.	PROPN
aiti-11678	325	12	gundlach	gundlach	PROPN
aiti-11678	325	13	,	,	PUNCT
aiti-11678	325	14	a.	a.	NOUN
aiti-11678	325	15	kühn	kühn	PROPN
aiti-11678	325	16	,	,	PUNCT
aiti-11678	325	17	and	and	CCONJ
aiti-11678	325	18	r.	r.	PROPN
aiti-11678	325	19	dumitrescu	dumitrescu	PROPN
aiti-11678	325	20	,	,	PUNCT
aiti-11678	325	21	“	"	PUNCT
aiti-11678	325	22	key	key	ADJ
aiti-11678	325	23	performance	performance	NOUN
aiti-11678	325	24	indicators	indicator	NOUN
aiti-11678	325	25	in	in	ADP
aiti-11678	325	26	the	the	DET
aiti-11678	325	27	production	production	NOUN
aiti-11678	325	28	of	of	ADP
aiti-11678	325	29	the	the	DET
aiti-11678	325	30	future	future	NOUN
aiti-11678	325	31	,	,	PUNCT
aiti-11678	325	32	”	"	PUNCT
aiti-11678	325	33	procedia	procedia	NOUN
aiti-11678	325	34	cirp	cirp	NOUN
aiti-11678	325	35	,	,	PUNCT
aiti-11678	325	36	vol	vol	NOUN
aiti-11678	325	37	.	.	PROPN
aiti-11678	325	38	81	81	NUM
aiti-11678	325	39	,	,	PUNCT
aiti-11678	325	40	pp	pp	ADJ
aiti-11678	325	41	.	.	PUNCT
aiti-11678	326	1	759	759	NUM
aiti-11678	326	2	-	-	SYM
aiti-11678	326	3	764	764	NUM
aiti-11678	326	4	,	,	PUNCT
aiti-11678	326	5	2019	2019	NUM
aiti-11678	326	6	.	.	PUNCT
aiti-11678	327	1	[	[	X
aiti-11678	327	2	5	5	X
aiti-11678	327	3	]	]	PUNCT
aiti-11678	327	4	s.	s.	PROPN
aiti-11678	327	5	gao	gao	PROPN
aiti-11678	327	6	,	,	PUNCT
aiti-11678	327	7	j.	j.	PROPN
aiti-11678	327	8	i.	i.	PROPN
aiti-11678	327	9	u.	u.	PROPN
aiti-11678	327	10	rubrico	rubrico	PROPN
aiti-11678	327	11	,	,	PUNCT
aiti-11678	327	12	t.	t.	PROPN
aiti-11678	327	13	higashi	higashi	PROPN
aiti-11678	327	14	,	,	PUNCT
aiti-11678	327	15	t.	t.	PROPN
aiti-11678	327	16	kobayashi	kobayashi	PROPN
aiti-11678	327	17	,	,	PUNCT
aiti-11678	327	18	k.	k.	PROPN
aiti-11678	327	19	taneda	taneda	PROPN
aiti-11678	327	20	,	,	PUNCT
aiti-11678	327	21	and	and	CCONJ
aiti-11678	327	22	j.	j.	PROPN
aiti-11678	327	23	ota	ota	PROPN
aiti-11678	327	24	,	,	PUNCT
aiti-11678	327	25	“	"	PUNCT
aiti-11678	327	26	efficient	efficient	ADJ
aiti-11678	327	27	throughput	throughput	NOUN
aiti-11678	327	28	analysis	analysis	NOUN
aiti-11678	327	29	of	of	ADP
aiti-11678	327	30	production	production	NOUN
aiti-11678	327	31	lines	line	NOUN
aiti-11678	327	32	based	base	VERB
aiti-11678	327	33	on	on	ADP
aiti-11678	327	34	modular	modular	ADJ
aiti-11678	327	35	queues	queue	NOUN
aiti-11678	327	36	,	,	PUNCT
aiti-11678	327	37	”	"	PUNCT
aiti-11678	327	38	ieee	ieee	NOUN
aiti-11678	327	39	access	access	NOUN
aiti-11678	327	40	,	,	PUNCT
aiti-11678	327	41	vol	vol	NOUN
aiti-11678	327	42	.	.	PROPN
aiti-11678	327	43	7	7	NUM
aiti-11678	327	44	,	,	PUNCT
aiti-11678	327	45	pp	pp	ADJ
aiti-11678	327	46	.	.	PUNCT
aiti-11678	327	47	95314	95314	NUM
aiti-11678	327	48	-	-	SYM
aiti-11678	327	49	95326	95326	NUM
aiti-11678	327	50	,	,	PUNCT
aiti-11678	327	51	july	july	PROPN
aiti-11678	327	52	2019	2019	NUM
aiti-11678	327	53	.	.	PUNCT
aiti-11678	328	1	advances	advance	NOUN
aiti-11678	328	2	in	in	ADP
aiti-11678	328	3	technology	technology	NOUN
aiti-11678	328	4	innovation	innovation	NOUN
aiti-11678	328	5	,	,	PUNCT
aiti-11678	328	6	vol	vol	NOUN
aiti-11678	328	7	.	.	PROPN
aiti-11678	328	8	8	8	NUM
aiti-11678	328	9	,	,	PUNCT
aiti-11678	328	10	no	no	INTJ
aiti-11678	328	11	.	.	NOUN
aiti-11678	328	12	4	4	NUM
aiti-11678	328	13	,	,	PUNCT
aiti-11678	328	14	2023	2023	NUM
aiti-11678	328	15	,	,	PUNCT
aiti-11678	328	16	pp	pp	ADJ
aiti-11678	328	17	.	.	PUNCT
aiti-11678	329	1	241	241	X
aiti-11678	329	2	-	-	SYM
aiti-11678	329	3	253	253	NUM
aiti-11678	329	4	253	253	NUM
aiti-11678	330	1	[	[	X
aiti-11678	330	2	6	6	NUM
aiti-11678	330	3	]	]	PUNCT
aiti-11678	330	4	p.	p.	NOUN
aiti-11678	330	5	bencak	bencak	NOUN
aiti-11678	330	6	,	,	PUNCT
aiti-11678	330	7	d.	d.	PROPN
aiti-11678	330	8	hercog	hercog	PROPN
aiti-11678	330	9	,	,	PUNCT
aiti-11678	330	10	and	and	CCONJ
aiti-11678	330	11	t.	t.	PROPN
aiti-11678	330	12	lerher	lerher	NOUN
aiti-11678	330	13	,	,	PUNCT
aiti-11678	330	14	“	"	PUNCT
aiti-11678	330	15	indoor	indoor	ADJ
aiti-11678	330	16	positioning	positioning	NOUN
aiti-11678	330	17	system	system	NOUN
aiti-11678	330	18	based	base	VERB
aiti-11678	330	19	on	on	ADP
aiti-11678	330	20	bluetooth	bluetooth	PROPN
aiti-11678	330	21	low	low	ADJ
aiti-11678	330	22	energy	energy	NOUN
aiti-11678	330	23	technology	technology	NOUN
aiti-11678	330	24	and	and	CCONJ
aiti-11678	330	25	a	a	DET
aiti-11678	330	26	nature	nature	NOUN
aiti-11678	330	27	-	-	PUNCT
aiti-11678	330	28	inspired	inspire	VERB
aiti-11678	330	29	optimization	optimization	NOUN
aiti-11678	330	30	algorithm	algorithm	NOUN
aiti-11678	330	31	,	,	PUNCT
aiti-11678	330	32	”	"	PUNCT
aiti-11678	330	33	electronics	electronic	NOUN
aiti-11678	330	34	,	,	PUNCT
aiti-11678	330	35	vol	vol	NOUN
aiti-11678	330	36	.	.	PROPN
aiti-11678	330	37	11	11	NUM
aiti-11678	330	38	,	,	PUNCT
aiti-11678	330	39	no	no	INTJ
aiti-11678	330	40	.	.	NOUN
aiti-11678	330	41	3	3	NUM
aiti-11678	330	42	,	,	PUNCT
aiti-11678	330	43	article	article	NOUN
aiti-11678	330	44	no	no	NOUN
aiti-11678	330	45	.	.	PROPN
aiti-11678	330	46	308	308	NUM
aiti-11678	330	47	,	,	PUNCT
aiti-11678	330	48	february	february	NOUN
aiti-11678	330	49	2022	2022	NUM
aiti-11678	330	50	.	.	PUNCT
aiti-11678	331	1	[	[	X
aiti-11678	331	2	7	7	X
aiti-11678	331	3	]	]	X
aiti-11678	331	4	s.	s.	PROPN
aiti-11678	331	5	vorapojpisut	vorapojpisut	PROPN
aiti-11678	331	6	and	and	CCONJ
aiti-11678	331	7	k.	k.	PROPN
aiti-11678	331	8	agrawal	agrawal	PROPN
aiti-11678	331	9	,	,	PUNCT
aiti-11678	331	10	“	"	PUNCT
aiti-11678	331	11	modeling	modeling	NOUN
aiti-11678	331	12	of	of	ADP
aiti-11678	331	13	manufacturing	manufacturing	NOUN
aiti-11678	331	14	processes	process	NOUN
aiti-11678	331	15	using	use	VERB
aiti-11678	331	16	hidden	hidden	ADJ
aiti-11678	331	17	semi	semi	ADJ
aiti-11678	331	18	-	-	ADJ
aiti-11678	331	19	markov	markov	ADJ
aiti-11678	331	20	model	model	NOUN
aiti-11678	331	21	and	and	CCONJ
aiti-11678	331	22	rssi	rssi	ADJ
aiti-11678	331	23	data	datum	NOUN
aiti-11678	331	24	,	,	PUNCT
aiti-11678	331	25	”	"	PUNCT
aiti-11678	331	26	17th	17th	ADJ
aiti-11678	331	27	international	international	ADJ
aiti-11678	331	28	joint	joint	ADJ
aiti-11678	331	29	symposium	symposium	NOUN
aiti-11678	331	30	on	on	ADP
aiti-11678	331	31	artificial	artificial	ADJ
aiti-11678	331	32	intelligence	intelligence	NOUN
aiti-11678	331	33	and	and	CCONJ
aiti-11678	331	34	natural	natural	ADJ
aiti-11678	331	35	language	language	NOUN
aiti-11678	331	36	processing	processing	NOUN
aiti-11678	331	37	,	,	PUNCT
aiti-11678	331	38	november	november	PROPN
aiti-11678	331	39	2022	2022	NUM
aiti-11678	331	40	.	.	PUNCT
aiti-11678	332	1	[	[	X
aiti-11678	332	2	8	8	X
aiti-11678	332	3	]	]	PUNCT
aiti-11678	332	4	t.	t.	NOUN
aiti-11678	332	5	kluge	kluge	NOUN
aiti-11678	332	6	,	,	PUNCT
aiti-11678	332	7	c.	c.	PROPN
aiti-11678	332	8	groba	groba	NOUN
aiti-11678	332	9	,	,	PUNCT
aiti-11678	332	10	and	and	CCONJ
aiti-11678	332	11	t.	t.	NOUN
aiti-11678	332	12	springer	springer	NOUN
aiti-11678	332	13	,	,	PUNCT
aiti-11678	332	14	“	"	PUNCT
aiti-11678	332	15	trilateration	trilateration	NOUN
aiti-11678	332	16	,	,	PUNCT
aiti-11678	332	17	fingerprinting	fingerprinting	NOUN
aiti-11678	332	18	,	,	PUNCT
aiti-11678	332	19	and	and	CCONJ
aiti-11678	332	20	centroid	centroid	NOUN
aiti-11678	332	21	:	:	PUNCT
aiti-11678	332	22	taking	take	VERB
aiti-11678	332	23	indoor	indoor	ADJ
aiti-11678	332	24	positioning	positioning	NOUN
aiti-11678	332	25	with	with	ADP
aiti-11678	332	26	bluetooth	bluetooth	PROPN
aiti-11678	332	27	le	le	PROPN
aiti-11678	332	28	to	to	ADP
aiti-11678	332	29	the	the	DET
aiti-11678	332	30	wild	wild	NOUN
aiti-11678	332	31	,	,	PUNCT
aiti-11678	332	32	”	"	PUNCT
aiti-11678	332	33	21st	21st	ADJ
aiti-11678	332	34	international	international	ADJ
aiti-11678	332	35	symposium	symposium	NOUN
aiti-11678	332	36	on	on	ADP
aiti-11678	332	37	“	"	PUNCT
aiti-11678	332	38	a	a	DET
aiti-11678	332	39	world	world	NOUN
aiti-11678	332	40	of	of	ADP
aiti-11678	332	41	wireless	wireless	NOUN
aiti-11678	332	42	,	,	PUNCT
aiti-11678	332	43	mobile	mobile	ADJ
aiti-11678	332	44	and	and	CCONJ
aiti-11678	332	45	multimedia	multimedia	NOUN
aiti-11678	332	46	networks	network	NOUN
aiti-11678	332	47	”	"	PUNCT
aiti-11678	332	48	,	,	PUNCT
aiti-11678	332	49	august	august	PROPN
aiti-11678	332	50	-	-	PUNCT
aiti-11678	332	51	september	september	PROPN
aiti-11678	332	52	2020	2020	NUM
aiti-11678	332	53	.	.	PUNCT
aiti-11678	333	1	[	[	X
aiti-11678	333	2	9	9	NUM
aiti-11678	333	3	]	]	X
aiti-11678	333	4	d.	d.	PROPN
aiti-11678	333	5	han	han	PROPN
aiti-11678	333	6	,	,	PUNCT
aiti-11678	333	7	h.	h.	PROPN
aiti-11678	333	8	rho	rho	PROPN
aiti-11678	333	9	,	,	PUNCT
aiti-11678	333	10	and	and	CCONJ
aiti-11678	333	11	s.	s.	PROPN
aiti-11678	333	12	lim	lim	PROPN
aiti-11678	333	13	,	,	PUNCT
aiti-11678	333	14	“	"	PUNCT
aiti-11678	333	15	hmm	hmm	ADV
aiti-11678	333	16	-	-	PUNCT
aiti-11678	333	17	based	base	VERB
aiti-11678	333	18	indoor	indoor	ADJ
aiti-11678	333	19	localization	localization	NOUN
aiti-11678	333	20	using	use	VERB
aiti-11678	333	21	smart	smart	ADJ
aiti-11678	333	22	watches	watch	NOUN
aiti-11678	333	23	’	'	PUNCT
aiti-11678	333	24	ble	ble	ADJ
aiti-11678	333	25	signals	signal	NOUN
aiti-11678	333	26	,	,	PUNCT
aiti-11678	333	27	”	"	PUNCT
aiti-11678	333	28	6th	6th	ADJ
aiti-11678	333	29	international	international	ADJ
aiti-11678	333	30	conference	conference	NOUN
aiti-11678	333	31	on	on	ADP
aiti-11678	333	32	future	future	ADJ
aiti-11678	333	33	internet	internet	NOUN
aiti-11678	333	34	of	of	ADP
aiti-11678	333	35	things	thing	NOUN
aiti-11678	333	36	and	and	CCONJ
aiti-11678	333	37	cloud	cloud	NOUN
aiti-11678	333	38	,	,	PUNCT
aiti-11678	333	39	pp	pp	ADV
aiti-11678	333	40	.	.	PUNCT
aiti-11678	334	1	296	296	NUM
aiti-11678	334	2	-	-	SYM
aiti-11678	334	3	302	302	NUM
aiti-11678	334	4	,	,	PUNCT
aiti-11678	334	5	august	august	PROPN
aiti-11678	334	6	2018	2018	NUM
aiti-11678	334	7	.	.	PUNCT
aiti-11678	335	1	[	[	X
aiti-11678	335	2	10	10	NUM
aiti-11678	335	3	]	]	PUNCT
aiti-11678	335	4	m.	m.	NOUN
aiti-11678	335	5	arslan	arslan	PROPN
aiti-11678	335	6	,	,	PUNCT
aiti-11678	335	7	c.	c.	PROPN
aiti-11678	335	8	cruz	cruz	PROPN
aiti-11678	335	9	,	,	PUNCT
aiti-11678	335	10	and	and	CCONJ
aiti-11678	335	11	d.	d.	PROPN
aiti-11678	335	12	ginhac	ginhac	PROPN
aiti-11678	335	13	,	,	PUNCT
aiti-11678	335	14	“	"	PUNCT
aiti-11678	335	15	semantic	semantic	ADJ
aiti-11678	335	16	trajectory	trajectory	NOUN
aiti-11678	335	17	insights	insight	NOUN
aiti-11678	335	18	for	for	ADP
aiti-11678	335	19	worker	worker	NOUN
aiti-11678	335	20	safety	safety	NOUN
aiti-11678	335	21	in	in	ADP
aiti-11678	335	22	dynamic	dynamic	ADJ
aiti-11678	335	23	environments	environment	NOUN
aiti-11678	335	24	,	,	PUNCT
aiti-11678	335	25	”	"	PUNCT
aiti-11678	335	26	automation	automation	NOUN
aiti-11678	335	27	in	in	ADP
aiti-11678	335	28	construction	construction	NOUN
aiti-11678	335	29	,	,	PUNCT
aiti-11678	335	30	vol	vol	NOUN
aiti-11678	335	31	.	.	PROPN
aiti-11678	335	32	106	106	NUM
aiti-11678	335	33	,	,	PUNCT
aiti-11678	335	34	article	article	NOUN
aiti-11678	335	35	no	no	NOUN
aiti-11678	335	36	.	.	PROPN
aiti-11678	335	37	102854	102854	NUM
aiti-11678	335	38	,	,	PUNCT
aiti-11678	335	39	october	october	PROPN
aiti-11678	335	40	2019	2019	NUM
aiti-11678	335	41	.	.	PUNCT
aiti-11678	336	1	[	[	X
aiti-11678	336	2	11	11	NUM
aiti-11678	336	3	]	]	X
aiti-11678	336	4	s.	s.	PROPN
aiti-11678	336	5	sun	sun	PROPN
aiti-11678	336	6	,	,	PUNCT
aiti-11678	336	7	y.	y.	PROPN
aiti-11678	336	8	li	li	PROPN
aiti-11678	336	9	,	,	PUNCT
aiti-11678	336	10	w.	w.	PROPN
aiti-11678	336	11	s.	s.	PROPN
aiti-11678	336	12	t.	t.	PROPN
aiti-11678	336	13	rowe	rowe	PROPN
aiti-11678	336	14	,	,	PUNCT
aiti-11678	336	15	x.	x.	PROPN
aiti-11678	336	16	wang	wang	PROPN
aiti-11678	336	17	,	,	PUNCT
aiti-11678	336	18	a.	a.	PROPN
aiti-11678	336	19	kealy	kealy	PROPN
aiti-11678	336	20	,	,	PUNCT
aiti-11678	336	21	and	and	CCONJ
aiti-11678	336	22	b.	b.	PROPN
aiti-11678	336	23	moran	moran	PROPN
aiti-11678	336	24	,	,	PUNCT
aiti-11678	336	25	“	"	PUNCT
aiti-11678	336	26	practical	practical	ADJ
aiti-11678	336	27	evaluation	evaluation	NOUN
aiti-11678	336	28	of	of	ADP
aiti-11678	336	29	a	a	DET
aiti-11678	336	30	crowdsourcing	crowdsource	VERB
aiti-11678	336	31	indoor	indoor	ADJ
aiti-11678	336	32	localization	localization	NOUN
aiti-11678	336	33	system	system	NOUN
aiti-11678	336	34	using	use	VERB
aiti-11678	336	35	hidden	hide	VERB
aiti-11678	336	36	markov	markov	NOUN
aiti-11678	336	37	models	model	NOUN
aiti-11678	336	38	,	,	PUNCT
aiti-11678	336	39	”	"	PUNCT
aiti-11678	336	40	ieee	ieee	NOUN
aiti-11678	336	41	sensors	sensor	NOUN
aiti-11678	336	42	journal	journal	PROPN
aiti-11678	336	43	,	,	PUNCT
aiti-11678	336	44	vol	vol	NOUN
aiti-11678	336	45	.	.	PROPN
aiti-11678	336	46	19	19	NUM
aiti-11678	336	47	,	,	PUNCT
aiti-11678	336	48	no	no	INTJ
aiti-11678	336	49	.	.	NOUN
aiti-11678	336	50	20	20	NUM
aiti-11678	336	51	,	,	PUNCT
aiti-11678	336	52	pp	pp	ADJ
aiti-11678	336	53	.	.	PUNCT
aiti-11678	337	1	9332	9332	NUM
aiti-11678	337	2	-	-	SYM
aiti-11678	337	3	9340	9340	NUM
aiti-11678	337	4	,	,	PUNCT
aiti-11678	337	5	october	october	PROPN
aiti-11678	337	6	2019	2019	NUM
aiti-11678	337	7	.	.	PUNCT
aiti-11678	338	1	[	[	X
aiti-11678	338	2	12	12	NUM
aiti-11678	338	3	]	]	X
aiti-11678	338	4	s.	s.	PROPN
aiti-11678	338	5	sun	sun	PROPN
aiti-11678	338	6	,	,	PUNCT
aiti-11678	338	7	x.	x.	PROPN
aiti-11678	338	8	wang	wang	PROPN
aiti-11678	338	9	,	,	PUNCT
aiti-11678	338	10	b.	b.	PROPN
aiti-11678	338	11	moran	moran	PROPN
aiti-11678	338	12	,	,	PUNCT
aiti-11678	338	13	a.	a.	PROPN
aiti-11678	338	14	al	al	PROPN
aiti-11678	338	15	-	-	PUNCT
aiti-11678	338	16	hourani	hourani	PROPN
aiti-11678	338	17	,	,	PUNCT
aiti-11678	338	18	and	and	CCONJ
aiti-11678	338	19	w.	w.	PROPN
aiti-11678	338	20	s.	s.	PROPN
aiti-11678	338	21	t.	t.	PROPN
aiti-11678	338	22	rowe	rowe	PROPN
aiti-11678	338	23	,	,	PUNCT
aiti-11678	338	24	“	"	PUNCT
aiti-11678	338	25	radio	radio	NOUN
aiti-11678	338	26	source	source	NOUN
aiti-11678	338	27	localization	localization	NOUN
aiti-11678	338	28	using	use	VERB
aiti-11678	338	29	received	receive	VERB
aiti-11678	338	30	signal	signal	NOUN
aiti-11678	338	31	strength	strength	NOUN
aiti-11678	338	32	in	in	ADP
aiti-11678	338	33	a	a	DET
aiti-11678	338	34	multipath	multipath	NOUN
aiti-11678	338	35	environment	environment	NOUN
aiti-11678	338	36	,	,	PUNCT
aiti-11678	338	37	”	"	PUNCT
aiti-11678	338	38	22nd	22nd	ADJ
aiti-11678	338	39	international	international	ADJ
aiti-11678	338	40	conference	conference	NOUN
aiti-11678	338	41	on	on	ADP
aiti-11678	338	42	information	information	NOUN
aiti-11678	338	43	fusion	fusion	NOUN
aiti-11678	338	44	,	,	PUNCT
aiti-11678	338	45	pp	pp	ADJ
aiti-11678	338	46	.	.	PUNCT
aiti-11678	339	1	1	1	NUM
aiti-11678	339	2	-	-	SYM
aiti-11678	339	3	6	6	NUM
aiti-11678	339	4	,	,	PUNCT
aiti-11678	339	5	july	july	PROPN
aiti-11678	339	6	2019	2019	NUM
aiti-11678	339	7	.	.	PUNCT
aiti-11678	340	1	[	[	X
aiti-11678	340	2	13	13	NUM
aiti-11678	340	3	]	]	X
aiti-11678	340	4	s.	s.	PROPN
aiti-11678	340	5	sun	sun	PROPN
aiti-11678	340	6	,	,	PUNCT
aiti-11678	340	7	x.	x.	PROPN
aiti-11678	340	8	wang	wang	PROPN
aiti-11678	340	9	,	,	PUNCT
aiti-11678	340	10	b.	b.	PROPN
aiti-11678	340	11	moran	moran	PROPN
aiti-11678	340	12	,	,	PUNCT
aiti-11678	340	13	and	and	CCONJ
aiti-11678	340	14	w.	w.	PROPN
aiti-11678	340	15	s.	s.	PROPN
aiti-11678	340	16	t.	t.	PROPN
aiti-11678	340	17	rowe	rowe	PROPN
aiti-11678	340	18	,	,	PUNCT
aiti-11678	340	19	“	"	PUNCT
aiti-11678	340	20	a	a	DET
aiti-11678	340	21	hidden	hidden	ADJ
aiti-11678	340	22	semi	semi	ADJ
aiti-11678	340	23	-	-	ADJ
aiti-11678	340	24	markov	markov	ADJ
aiti-11678	340	25	model	model	NOUN
aiti-11678	340	26	for	for	ADP
aiti-11678	340	27	indoor	indoor	ADJ
aiti-11678	340	28	radio	radio	NOUN
aiti-11678	340	29	source	source	NOUN
aiti-11678	340	30	localization	localization	NOUN
aiti-11678	340	31	using	use	VERB
aiti-11678	340	32	received	receive	VERB
aiti-11678	340	33	signal	signal	NOUN
aiti-11678	340	34	strength	strength	NOUN
aiti-11678	340	35	,	,	PUNCT
aiti-11678	340	36	”	"	PUNCT
aiti-11678	340	37	signal	signal	NOUN
aiti-11678	340	38	processing	processing	NOUN
aiti-11678	340	39	,	,	PUNCT
aiti-11678	340	40	vol	vol	NOUN
aiti-11678	340	41	.	.	PROPN
aiti-11678	340	42	166	166	NUM
aiti-11678	340	43	,	,	PUNCT
aiti-11678	340	44	article	article	NOUN
aiti-11678	340	45	no	no	NOUN
aiti-11678	340	46	.	.	PROPN
aiti-11678	340	47	107230	107230	NUM
aiti-11678	340	48	,	,	PUNCT
aiti-11678	340	49	january	january	PROPN
aiti-11678	340	50	2020	2020	NUM
aiti-11678	340	51	.	.	PUNCT
aiti-11678	341	1	[	[	X
aiti-11678	341	2	14	14	NUM
aiti-11678	341	3	]	]	X
aiti-11678	341	4	c.	c.	PROPN
aiti-11678	341	5	h.	h.	PROPN
aiti-11678	341	6	lin	lin	PROPN
aiti-11678	341	7	,	,	PUNCT
aiti-11678	341	8	k.	k.	PROPN
aiti-11678	341	9	j.	j.	PROPN
aiti-11678	341	10	wang	wang	PROPN
aiti-11678	341	11	,	,	PUNCT
aiti-11678	341	12	a.	a.	NOUN
aiti-11678	341	13	a.	a.	NOUN
aiti-11678	341	14	tadesse	tadesse	PROPN
aiti-11678	341	15	,	,	PUNCT
aiti-11678	341	16	and	and	CCONJ
aiti-11678	341	17	b.	b.	PROPN
aiti-11678	341	18	h.	h.	PROPN
aiti-11678	341	19	woldegiorgis	woldegiorgis	PROPN
aiti-11678	341	20	,	,	PUNCT
aiti-11678	341	21	“	"	PUNCT
aiti-11678	341	22	human	human	ADJ
aiti-11678	341	23	-	-	PUNCT
aiti-11678	341	24	robot	robot	NOUN
aiti-11678	341	25	collaboration	collaboration	NOUN
aiti-11678	341	26	empowered	empower	VERB
aiti-11678	341	27	by	by	ADP
aiti-11678	341	28	hidden	hide	VERB
aiti-11678	341	29	semi	semi	ADJ
aiti-11678	341	30	-	-	ADJ
aiti-11678	341	31	markov	markov	ADJ
aiti-11678	341	32	model	model	NOUN
aiti-11678	341	33	for	for	ADP
aiti-11678	341	34	operator	operator	NOUN
aiti-11678	341	35	behaviour	behaviour	NOUN
aiti-11678	341	36	prediction	prediction	NOUN
aiti-11678	341	37	in	in	ADP
aiti-11678	341	38	a	a	DET
aiti-11678	341	39	smart	smart	ADJ
aiti-11678	341	40	assembly	assembly	NOUN
aiti-11678	341	41	system	system	NOUN
aiti-11678	341	42	,	,	PUNCT
aiti-11678	341	43	”	"	PUNCT
aiti-11678	341	44	journal	journal	NOUN
aiti-11678	341	45	of	of	ADP
aiti-11678	341	46	manufacturing	manufacturing	NOUN
aiti-11678	341	47	systems	system	NOUN
aiti-11678	341	48	,	,	PUNCT
aiti-11678	341	49	vol	vol	NOUN
aiti-11678	341	50	.	.	PROPN
aiti-11678	342	1	62	62	NUM
aiti-11678	342	2	,	,	PUNCT
aiti-11678	342	3	pp	pp	ADJ
aiti-11678	342	4	.	.	PUNCT
aiti-11678	343	1	317	317	NUM
aiti-11678	343	2	-	-	SYM
aiti-11678	343	3	333	333	NUM
aiti-11678	343	4	,	,	PUNCT
aiti-11678	343	5	january	january	PROPN
aiti-11678	343	6	2022	2022	NUM
aiti-11678	343	7	.	.	PUNCT
aiti-11678	344	1	[	[	X
aiti-11678	344	2	15	15	NUM
aiti-11678	344	3	]	]	X
aiti-11678	344	4	w.	w.	PROPN
aiti-11678	344	5	yang	yang	PROPN
aiti-11678	344	6	and	and	CCONJ
aiti-11678	344	7	l.	l.	PROPN
aiti-11678	344	8	chen	chen	PROPN
aiti-11678	344	9	,	,	PUNCT
aiti-11678	344	10	“	"	PUNCT
aiti-11678	344	11	machine	machine	NOUN
aiti-11678	344	12	condition	condition	NOUN
aiti-11678	344	13	recognition	recognition	NOUN
aiti-11678	344	14	via	via	ADP
aiti-11678	344	15	hidden	hidden	ADJ
aiti-11678	344	16	semi	semi	ADJ
aiti-11678	344	17	-	-	ADJ
aiti-11678	344	18	markov	markov	ADJ
aiti-11678	344	19	model	model	NOUN
aiti-11678	344	20	,	,	PUNCT
aiti-11678	344	21	”	"	PUNCT
aiti-11678	344	22	computers	computer	NOUN
aiti-11678	344	23	&	&	CCONJ
aiti-11678	344	24	industrial	industrial	ADJ
aiti-11678	344	25	engineering	engineering	NOUN
aiti-11678	344	26	,	,	PUNCT
aiti-11678	344	27	vol	vol	NOUN
aiti-11678	344	28	.	.	PROPN
aiti-11678	344	29	158	158	NUM
aiti-11678	344	30	,	,	PUNCT
aiti-11678	344	31	article	article	NOUN
aiti-11678	344	32	no	no	NOUN
aiti-11678	344	33	.	.	PROPN
aiti-11678	344	34	107430	107430	NUM
aiti-11678	344	35	,	,	PUNCT
aiti-11678	344	36	august	august	PROPN
aiti-11678	344	37	2021	2021	NUM
aiti-11678	344	38	.	.	PUNCT
aiti-11678	345	1	[	[	X
aiti-11678	345	2	16	16	NUM
aiti-11678	345	3	]	]	X
aiti-11678	345	4	b.	b.	PROPN
aiti-11678	345	5	mor	mor	PROPN
aiti-11678	345	6	,	,	PUNCT
aiti-11678	345	7	s.	s.	PROPN
aiti-11678	345	8	garhwal	garhwal	PROPN
aiti-11678	345	9	,	,	PUNCT
aiti-11678	345	10	and	and	CCONJ
aiti-11678	345	11	a.	a.	PROPN
aiti-11678	345	12	kumar	kumar	PROPN
aiti-11678	345	13	,	,	PUNCT
aiti-11678	345	14	“	"	PUNCT
aiti-11678	345	15	a	a	DET
aiti-11678	345	16	systematic	systematic	ADJ
aiti-11678	345	17	review	review	NOUN
aiti-11678	345	18	of	of	ADP
aiti-11678	345	19	hidden	hide	VERB
aiti-11678	345	20	markov	markov	NOUN
aiti-11678	345	21	models	model	NOUN
aiti-11678	345	22	and	and	CCONJ
aiti-11678	345	23	their	their	PRON
aiti-11678	345	24	applications	application	NOUN
aiti-11678	345	25	,	,	PUNCT
aiti-11678	345	26	”	"	PUNCT
aiti-11678	345	27	archives	archive	NOUN
aiti-11678	345	28	of	of	ADP
aiti-11678	345	29	computational	computational	ADJ
aiti-11678	345	30	methods	method	NOUN
aiti-11678	345	31	in	in	ADP
aiti-11678	345	32	engineering	engineering	NOUN
aiti-11678	345	33	,	,	PUNCT
aiti-11678	345	34	vol	vol	NOUN
aiti-11678	345	35	.	.	PROPN
aiti-11678	345	36	28	28	NUM
aiti-11678	345	37	,	,	PUNCT
aiti-11678	345	38	no	no	INTJ
aiti-11678	345	39	.	.	NOUN
aiti-11678	345	40	3	3	NUM
aiti-11678	345	41	,	,	PUNCT
aiti-11678	345	42	pp	pp	ADJ
aiti-11678	345	43	.	.	PUNCT
aiti-11678	345	44	1429	1429	NUM
aiti-11678	345	45	-	-	SYM
aiti-11678	345	46	1448	1448	NUM
aiti-11678	345	47	,	,	PUNCT
aiti-11678	345	48	may	may	AUX
aiti-11678	345	49	2021	2021	NUM
aiti-11678	345	50	.	.	PUNCT
aiti-11678	346	1	[	[	X
aiti-11678	346	2	17	17	NUM
aiti-11678	346	3	]	]	PUNCT
aiti-11678	346	4	k.	k.	PROPN
aiti-11678	346	5	li	li	PROPN
aiti-11678	346	6	,	,	PUNCT
aiti-11678	346	7	c.	c.	PROPN
aiti-11678	346	8	qiu	qiu	PROPN
aiti-11678	346	9	,	,	PUNCT
aiti-11678	346	10	x.	x.	PROPN
aiti-11678	346	11	zhou	zhou	PROPN
aiti-11678	346	12	,	,	PUNCT
aiti-11678	346	13	m.	m.	PROPN
aiti-11678	346	14	chen	chen	PROPN
aiti-11678	346	15	,	,	PUNCT
aiti-11678	346	16	y.	y.	PROPN
aiti-11678	346	17	lin	lin	PROPN
aiti-11678	346	18	,	,	PUNCT
aiti-11678	346	19	x.	x.	PROPN
aiti-11678	346	20	jia	jia	PROPN
aiti-11678	346	21	,	,	PUNCT
aiti-11678	346	22	et	et	PROPN
aiti-11678	346	23	al	al	PROPN
aiti-11678	346	24	.	.	PROPN
aiti-11678	346	25	,	,	PUNCT
aiti-11678	346	26	“	"	PUNCT
aiti-11678	346	27	modeling	modeling	NOUN
aiti-11678	346	28	and	and	CCONJ
aiti-11678	346	29	tagging	tagging	NOUN
aiti-11678	346	30	of	of	ADP
aiti-11678	346	31	time	time	NOUN
aiti-11678	346	32	sequence	sequence	NOUN
aiti-11678	346	33	signals	signal	NOUN
aiti-11678	346	34	in	in	ADP
aiti-11678	346	35	the	the	DET
aiti-11678	346	36	milling	milling	NOUN
aiti-11678	346	37	process	process	NOUN
aiti-11678	346	38	based	base	VERB
aiti-11678	346	39	on	on	ADP
aiti-11678	346	40	an	an	DET
aiti-11678	346	41	improved	improve	VERB
aiti-11678	346	42	hidden	hide	VERB
aiti-11678	346	43	semi	semi	ADJ
aiti-11678	346	44	-	-	ADJ
aiti-11678	346	45	markov	markov	ADJ
aiti-11678	346	46	model	model	NOUN
aiti-11678	346	47	,	,	PUNCT
aiti-11678	346	48	”	"	PUNCT
aiti-11678	346	49	expert	expert	NOUN
aiti-11678	346	50	systems	system	NOUN
aiti-11678	346	51	with	with	ADP
aiti-11678	346	52	applications	application	NOUN
aiti-11678	346	53	,	,	PUNCT
aiti-11678	346	54	vol	vol	NOUN
aiti-11678	346	55	.	.	PROPN
aiti-11678	346	56	205	205	NUM
aiti-11678	346	57	,	,	PUNCT
aiti-11678	346	58	article	article	NOUN
aiti-11678	346	59	no	no	NOUN
aiti-11678	346	60	.	.	PROPN
aiti-11678	346	61	117758	117758	NUM
aiti-11678	346	62	,	,	PUNCT
aiti-11678	346	63	november	november	PROPN
aiti-11678	346	64	2022	2022	NUM
aiti-11678	346	65	.	.	PUNCT
aiti-11678	347	1	copyright	copyright	NOUN
aiti-11678	347	2	©	©	PROPN
aiti-11678	347	3	by	by	ADP
aiti-11678	347	4	the	the	DET
aiti-11678	347	5	authors	author	NOUN
aiti-11678	347	6	.	.	PUNCT
aiti-11678	348	1	licensee	licensee	PROPN
aiti-11678	348	2	taeti	taeti	PROPN
aiti-11678	348	3	,	,	PUNCT
aiti-11678	348	4	taiwan	taiwan	PROPN
aiti-11678	348	5	.	.	PUNCT
aiti-11678	349	1	this	this	DET
aiti-11678	349	2	article	article	NOUN
aiti-11678	349	3	is	be	AUX
aiti-11678	349	4	an	an	DET
aiti-11678	349	5	open	open	ADJ
aiti-11678	349	6	-	-	PUNCT
aiti-11678	349	7	access	access	NOUN
aiti-11678	349	8	article	article	NOUN
aiti-11678	349	9	distributed	distribute	VERB
aiti-11678	349	10	under	under	ADP
aiti-11678	349	11	the	the	DET
aiti-11678	349	12	terms	term	NOUN
aiti-11678	349	13	and	and	CCONJ
aiti-11678	349	14	conditions	condition	NOUN
aiti-11678	349	15	of	of	ADP
aiti-11678	349	16	the	the	DET
aiti-11678	349	17	creative	creative	ADJ
aiti-11678	349	18	commons	common	NOUN
aiti-11678	349	19	attribution	attribution	NOUN
aiti-11678	349	20	(	(	PUNCT
aiti-11678	349	21	cc	cc	NOUN
aiti-11678	349	22	by	by	ADP
aiti-11678	349	23	-	-	PUNCT
aiti-11678	349	24	nc	nc	NOUN
aiti-11678	349	25	)	)	PUNCT
aiti-11678	349	26	license	license	NOUN
aiti-11678	349	27	(	(	PUNCT
aiti-11678	349	28	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	NOUN
aiti-11678	349	29	)	)	PUNCT
aiti-11678	349	30	.	.	PUNCT