id	sid	tid	token	lemma	pos
fcis-30008	1	1	frontiers	frontier	NOUN
fcis-30008	1	2	in	in	ADP
fcis-30008	1	3	computing	computing	NOUN
fcis-30008	1	4	and	and	CCONJ
fcis-30008	1	5	intelligent	intelligent	ADJ
fcis-30008	1	6	systems	system	NOUN
fcis-30008	1	7	issn	issn	VERB
fcis-30008	1	8	:	:	PUNCT
fcis-30008	1	9	2832	2832	NUM
fcis-30008	1	10	-	-	SYM
fcis-30008	1	11	6024	6024	NUM
fcis-30008	1	12	|	|	NOUN
fcis-30008	1	13	vol	vol	NOUN
fcis-30008	1	14	.	.	PROPN
fcis-30008	2	1	11	11	NUM
fcis-30008	2	2	,	,	PUNCT
fcis-30008	2	3	no	no	INTJ
fcis-30008	2	4	.	.	NOUN
fcis-30008	2	5	3	3	NUM
fcis-30008	2	6	,	,	PUNCT
fcis-30008	2	7	2025	2025	NUM
fcis-30008	2	8	41	41	NUM
fcis-30008	2	9	bearing	bear	VERB
fcis-30008	2	10	acoustic	acoustic	ADJ
fcis-30008	2	11	emission	emission	NOUN
fcis-30008	2	12	signal	signal	NOUN
fcis-30008	2	13	processing	processing	NOUN
fcis-30008	2	14	based	base	VERB
fcis-30008	2	15	on	on	ADP
fcis-30008	2	16	improved	improved	ADJ
fcis-30008	2	17	sgmd	sgmd	PROPN
fcis-30008	2	18	yue	yue	PROPN
fcis-30008	2	19	shen	shen	PROPN
fcis-30008	2	20	*	*	PROPN
fcis-30008	2	21	,	,	PUNCT
fcis-30008	2	22	yang	yang	PROPN
fcis-30008	2	23	yu	yu	PROPN
fcis-30008	2	24	school	school	PROPN
fcis-30008	2	25	of	of	ADP
fcis-30008	2	26	information	information	NOUN
fcis-30008	2	27	science	science	NOUN
fcis-30008	2	28	and	and	CCONJ
fcis-30008	2	29	engineering	engineering	PROPN
fcis-30008	2	30	,	,	PUNCT
fcis-30008	2	31	shenyang	shenyang	PROPN
fcis-30008	2	32	university	university	PROPN
fcis-30008	2	33	of	of	ADP
fcis-30008	2	34	technology	technology	PROPN
fcis-30008	2	35	,	,	PUNCT
fcis-30008	2	36	shenyang	shenyang	PROPN
fcis-30008	2	37	liaoning	liaoning	PROPN
fcis-30008	2	38	,	,	PUNCT
fcis-30008	2	39	110870	110870	NUM
fcis-30008	2	40	,	,	PUNCT
fcis-30008	2	41	china	china	PROPN
fcis-30008	2	42	*	*	PUNCT
fcis-30008	2	43	corresponding	correspond	VERB
fcis-30008	2	44	author	author	NOUN
fcis-30008	2	45	:	:	PUNCT
fcis-30008	2	46	yue	yue	PROPN
fcis-30008	2	47	shen	shen	PROPN
fcis-30008	2	48	(	(	PUNCT
fcis-30008	2	49	email	email	NOUN
fcis-30008	2	50	:	:	PUNCT
fcis-30008	2	51	2488119408@qq.com	2488119408@qq.com	NUM
fcis-30008	2	52	)	)	PUNCT
fcis-30008	2	53	abstract	abstract	NOUN
fcis-30008	2	54	:	:	PUNCT
fcis-30008	2	55	to	to	PART
fcis-30008	2	56	solve	solve	VERB
fcis-30008	2	57	the	the	DET
fcis-30008	2	58	problems	problem	NOUN
fcis-30008	2	59	of	of	ADP
fcis-30008	2	60	poor	poor	ADJ
fcis-30008	2	61	adaptability	adaptability	NOUN
fcis-30008	2	62	to	to	ADP
fcis-30008	2	63	fixed	fix	VERB
fcis-30008	2	64	thresholds	threshold	NOUN
fcis-30008	2	65	and	and	CCONJ
fcis-30008	2	66	obvious	obvious	ADJ
fcis-30008	2	67	endpoint	endpoint	NOUN
fcis-30008	2	68	effect	effect	NOUN
fcis-30008	2	69	in	in	ADP
fcis-30008	2	70	traditional	traditional	ADJ
fcis-30008	2	71	symplectic	symplectic	ADJ
fcis-30008	2	72	geometric	geometric	ADJ
fcis-30008	2	73	mode	mode	NOUN
fcis-30008	2	74	decomposition	decomposition	NOUN
fcis-30008	2	75	(	(	PUNCT
fcis-30008	2	76	sgmd	sgmd	NOUN
fcis-30008	2	77	)	)	PUNCT
fcis-30008	2	78	,	,	PUNCT
fcis-30008	2	79	an	an	DET
fcis-30008	2	80	improved	improved	ADJ
fcis-30008	2	81	sgmd	sgmd	NOUN
fcis-30008	2	82	(	(	PUNCT
fcis-30008	2	83	isgmd	isgmd	NOUN
fcis-30008	2	84	)	)	PUNCT
fcis-30008	2	85	algorithm	algorithm	NOUN
fcis-30008	2	86	is	be	AUX
fcis-30008	2	87	proposed	propose	VERB
fcis-30008	2	88	to	to	PART
fcis-30008	2	89	improve	improve	VERB
fcis-30008	2	90	the	the	DET
fcis-30008	2	91	acoustic	acoustic	ADJ
fcis-30008	2	92	emission	emission	NOUN
fcis-30008	2	93	signal	signal	NOUN
fcis-30008	2	94	processing	processing	NOUN
fcis-30008	2	95	performance	performance	NOUN
fcis-30008	2	96	in	in	ADP
fcis-30008	2	97	bearing	bear	VERB
fcis-30008	2	98	fault	fault	NOUN
fcis-30008	2	99	diagnosis	diagnosis	NOUN
fcis-30008	2	100	.	.	PUNCT
fcis-30008	3	1	firstly	firstly	ADV
fcis-30008	3	2	,	,	PUNCT
fcis-30008	3	3	a	a	DET
fcis-30008	3	4	dynamic	dynamic	ADJ
fcis-30008	3	5	threshold	threshold	NOUN
fcis-30008	3	6	adjustment	adjustment	NOUN
fcis-30008	3	7	model	model	NOUN
fcis-30008	3	8	was	be	AUX
fcis-30008	3	9	constructed	construct	VERB
fcis-30008	3	10	by	by	ADP
fcis-30008	3	11	fusing	fuse	VERB
fcis-30008	3	12	the	the	DET
fcis-30008	3	13	signal	signal	NOUN
fcis-30008	3	14	lyapunov	lyapunov	ADJ
fcis-30008	3	15	exponent	exponent	NOUN
fcis-30008	3	16	and	and	CCONJ
fcis-30008	3	17	the	the	DET
fcis-30008	3	18	fractal	fractal	ADJ
fcis-30008	3	19	dimension	dimension	NOUN
fcis-30008	3	20	to	to	PART
fcis-30008	3	21	realize	realize	VERB
fcis-30008	3	22	the	the	DET
fcis-30008	3	23	adaptive	adaptive	ADJ
fcis-30008	3	24	decomposition	decomposition	NOUN
fcis-30008	3	25	of	of	ADP
fcis-30008	3	26	signals	signal	NOUN
fcis-30008	3	27	of	of	ADP
fcis-30008	3	28	different	different	ADJ
fcis-30008	3	29	complexity	complexity	NOUN
fcis-30008	3	30	.	.	PUNCT
fcis-30008	4	1	secondly	secondly	ADV
fcis-30008	4	2	,	,	PUNCT
fcis-30008	4	3	combined	combine	VERB
fcis-30008	4	4	with	with	ADP
fcis-30008	4	5	the	the	DET
fcis-30008	4	6	improved	improve	VERB
fcis-30008	4	7	mirror	mirror	NOUN
fcis-30008	4	8	extension	extension	NOUN
fcis-30008	4	9	and	and	CCONJ
fcis-30008	4	10	cosine	cosine	NOUN
fcis-30008	4	11	smoothing	smoothing	NOUN
fcis-30008	4	12	technology	technology	NOUN
fcis-30008	4	13	,	,	PUNCT
fcis-30008	4	14	the	the	DET
fcis-30008	4	15	endpoint	endpoint	NOUN
fcis-30008	4	16	effect	effect	NOUN
fcis-30008	4	17	is	be	AUX
fcis-30008	4	18	suppressed	suppress	VERB
fcis-30008	4	19	and	and	CCONJ
fcis-30008	4	20	the	the	DET
fcis-30008	4	21	waveform	waveform	NOUN
fcis-30008	4	22	distortion	distortion	NOUN
fcis-30008	4	23	is	be	AUX
fcis-30008	4	24	avoided	avoid	VERB
fcis-30008	4	25	.	.	PUNCT
fcis-30008	5	1	furthermore	furthermore	ADV
fcis-30008	5	2	,	,	PUNCT
fcis-30008	5	3	the	the	DET
fcis-30008	5	4	composite	composite	ADJ
fcis-30008	5	5	multi	multi	ADJ
fcis-30008	5	6	-	-	ADJ
fcis-30008	5	7	scale	scale	ADJ
fcis-30008	5	8	dispersive	dispersive	ADJ
fcis-30008	5	9	entropy	entropy	NOUN
fcis-30008	5	10	(	(	PUNCT
fcis-30008	5	11	cmsd	cmsd	NOUN
fcis-30008	5	12	)	)	PUNCT
fcis-30008	5	13	is	be	AUX
fcis-30008	5	14	introduced	introduce	VERB
fcis-30008	5	15	to	to	PART
fcis-30008	5	16	screen	screen	VERB
fcis-30008	5	17	the	the	DET
fcis-30008	5	18	effective	effective	ADJ
fcis-30008	5	19	components	component	NOUN
fcis-30008	5	20	,	,	PUNCT
fcis-30008	5	21	and	and	CCONJ
fcis-30008	5	22	the	the	DET
fcis-30008	5	23	multi	multi	ADJ
fcis-30008	5	24	-	-	ADJ
fcis-30008	5	25	scale	scale	ADJ
fcis-30008	5	26	entropy	entropy	NOUN
fcis-30008	5	27	value	value	NOUN
fcis-30008	5	28	is	be	AUX
fcis-30008	5	29	used	use	VERB
fcis-30008	5	30	to	to	PART
fcis-30008	5	31	quantify	quantify	VERB
fcis-30008	5	32	the	the	DET
fcis-30008	5	33	signal	signal	NOUN
fcis-30008	5	34	characteristics	characteristic	NOUN
fcis-30008	5	35	,	,	PUNCT
fcis-30008	5	36	eliminate	eliminate	VERB
fcis-30008	5	37	the	the	DET
fcis-30008	5	38	noise	noise	NOUN
fcis-30008	5	39	and	and	CCONJ
fcis-30008	5	40	reconstruct	reconstruct	VERB
fcis-30008	5	41	the	the	DET
fcis-30008	5	42	components	component	NOUN
fcis-30008	5	43	with	with	ADP
fcis-30008	5	44	high	high	ADJ
fcis-30008	5	45	information	information	NOUN
fcis-30008	5	46	order	order	NOUN
fcis-30008	5	47	.	.	PUNCT
fcis-30008	6	1	experiments	experiment	NOUN
fcis-30008	6	2	show	show	VERB
fcis-30008	6	3	that	that	DET
fcis-30008	6	4	isgmd	isgmd	NOUN
fcis-30008	6	5	has	have	VERB
fcis-30008	6	6	excellent	excellent	ADJ
fcis-30008	6	7	decomposition	decomposition	NOUN
fcis-30008	6	8	effect	effect	NOUN
fcis-30008	6	9	in	in	ADP
fcis-30008	6	10	noisy	noisy	ADJ
fcis-30008	6	11	simulation	simulation	NOUN
fcis-30008	6	12	signals	signal	NOUN
fcis-30008	6	13	,	,	PUNCT
fcis-30008	6	14	and	and	CCONJ
fcis-30008	6	15	the	the	DET
fcis-30008	6	16	decomposition	decomposition	NOUN
fcis-30008	6	17	does	do	AUX
fcis-30008	6	18	not	not	PART
fcis-30008	6	19	produce	produce	VERB
fcis-30008	6	20	modal	modal	ADJ
fcis-30008	6	21	aliasing	aliasing	NOUN
fcis-30008	6	22	.	.	PUNCT
fcis-30008	7	1	in	in	ADP
fcis-30008	7	2	the	the	DET
fcis-30008	7	3	actual	actual	ADJ
fcis-30008	7	4	bearing	bearing	NOUN
fcis-30008	7	5	fault	fault	NOUN
fcis-30008	7	6	signal	signal	NOUN
fcis-30008	7	7	analysis	analysis	NOUN
fcis-30008	7	8	,	,	PUNCT
fcis-30008	7	9	the	the	DET
fcis-30008	7	10	reconstructed	reconstruct	VERB
fcis-30008	7	11	signal	signal	NOUN
fcis-30008	7	12	retains	retain	VERB
fcis-30008	7	13	the	the	DET
fcis-30008	7	14	outstanding	outstanding	ADJ
fcis-30008	7	15	peak	peak	NOUN
fcis-30008	7	16	characteristics	characteristic	NOUN
fcis-30008	7	17	,	,	PUNCT
fcis-30008	7	18	and	and	CCONJ
fcis-30008	7	19	the	the	DET
fcis-30008	7	20	noise	noise	NOUN
fcis-30008	7	21	component	component	NOUN
fcis-30008	7	22	is	be	AUX
fcis-30008	7	23	removed	remove	VERB
fcis-30008	7	24	to	to	ADP
fcis-30008	7	25	a	a	DET
fcis-30008	7	26	certain	certain	ADJ
fcis-30008	7	27	extent	extent	NOUN
fcis-30008	7	28	.	.	PUNCT
fcis-30008	8	1	this	this	DET
fcis-30008	8	2	method	method	NOUN
fcis-30008	8	3	significantly	significantly	ADV
fcis-30008	8	4	improves	improve	VERB
fcis-30008	8	5	the	the	DET
fcis-30008	8	6	robustness	robustness	NOUN
fcis-30008	8	7	of	of	ADP
fcis-30008	8	8	signal	signal	ADJ
fcis-30008	8	9	decomposition	decomposition	NOUN
fcis-30008	8	10	and	and	CCONJ
fcis-30008	8	11	the	the	DET
fcis-30008	8	12	ability	ability	NOUN
fcis-30008	8	13	to	to	PART
fcis-30008	8	14	extract	extract	VERB
fcis-30008	8	15	fault	fault	NOUN
fcis-30008	8	16	features	feature	NOUN
fcis-30008	8	17	,	,	PUNCT
fcis-30008	8	18	and	and	CCONJ
fcis-30008	8	19	provides	provide	VERB
fcis-30008	8	20	an	an	DET
fcis-30008	8	21	effective	effective	ADJ
fcis-30008	8	22	tool	tool	NOUN
fcis-30008	8	23	for	for	ADP
fcis-30008	8	24	the	the	DET
fcis-30008	8	25	diagnosis	diagnosis	NOUN
fcis-30008	8	26	of	of	ADP
fcis-30008	8	27	ae	ae	PROPN
fcis-30008	8	28	bearings	bearing	NOUN
fcis-30008	8	29	under	under	ADP
fcis-30008	8	30	complex	complex	ADJ
fcis-30008	8	31	working	work	VERB
fcis-30008	8	32	conditions	condition	NOUN
fcis-30008	8	33	.	.	PUNCT
fcis-30008	9	1	keywords	keyword	NOUN
fcis-30008	9	2	:	:	PUNCT
fcis-30008	9	3	symplectic	symplectic	ADJ
fcis-30008	9	4	geometric	geometric	ADJ
fcis-30008	9	5	mode	mode	NOUN
fcis-30008	9	6	decomposition	decomposition	NOUN
fcis-30008	9	7	;	;	PUNCT
fcis-30008	9	8	acoustic	acoustic	ADJ
fcis-30008	9	9	emission	emission	NOUN
fcis-30008	9	10	;	;	PUNCT
fcis-30008	9	11	signal	signal	ADJ
fcis-30008	9	12	reconstruction	reconstruction	NOUN
fcis-30008	9	13	;	;	PUNCT
fcis-30008	9	14	entropy	entropy	PROPN
fcis-30008	9	15	theory	theory	NOUN
fcis-30008	9	16	;	;	PUNCT
fcis-30008	9	17	bearing	bear	VERB
fcis-30008	9	18	fault	fault	NOUN
fcis-30008	9	19	diagnosis	diagnosis	NOUN
fcis-30008	9	20	.	.	PUNCT
fcis-30008	10	1	1	1	X
fcis-30008	10	2	.	.	X
fcis-30008	10	3	introduction	introduction	NOUN
fcis-30008	10	4	as	as	ADP
fcis-30008	10	5	the	the	DET
fcis-30008	10	6	core	core	NOUN
fcis-30008	10	7	component	component	NOUN
fcis-30008	10	8	of	of	ADP
fcis-30008	10	9	large	large	ADJ
fcis-30008	10	10	-	-	PUNCT
fcis-30008	10	11	scale	scale	NOUN
fcis-30008	10	12	rotating	rotate	VERB
fcis-30008	10	13	machinery	machinery	NOUN
fcis-30008	10	14	,	,	PUNCT
fcis-30008	10	15	the	the	DET
fcis-30008	10	16	operation	operation	NOUN
fcis-30008	10	17	status	status	NOUN
fcis-30008	10	18	of	of	ADP
fcis-30008	10	19	rolling	rolling	ADJ
fcis-30008	10	20	bearings	bearing	NOUN
fcis-30008	10	21	is	be	AUX
fcis-30008	10	22	directly	directly	ADV
fcis-30008	10	23	related	relate	VERB
fcis-30008	10	24	to	to	ADP
fcis-30008	10	25	the	the	DET
fcis-30008	10	26	economy	economy	NOUN
fcis-30008	10	27	and	and	CCONJ
fcis-30008	10	28	safety	safety	NOUN
fcis-30008	10	29	of	of	ADP
fcis-30008	10	30	industrial	industrial	ADJ
fcis-30008	10	31	production	production	NOUN
fcis-30008	10	32	systems	system	NOUN
fcis-30008	10	33	.	.	PUNCT
fcis-30008	11	1	according	accord	VERB
fcis-30008	11	2	to	to	ADP
fcis-30008	11	3	statistics	statistic	NOUN
fcis-30008	11	4	,	,	PUNCT
fcis-30008	11	5	about	about	ADV
fcis-30008	11	6	30	30	NUM
fcis-30008	11	7	%	%	NOUN
fcis-30008	11	8	of	of	ADP
fcis-30008	11	9	rotating	rotate	VERB
fcis-30008	11	10	machinery	machinery	NOUN
fcis-30008	11	11	failures	failure	NOUN
fcis-30008	11	12	originate	originate	VERB
fcis-30008	11	13	from	from	ADP
fcis-30008	11	14	bearing	bear	VERB
fcis-30008	11	15	failure	failure	NOUN
fcis-30008	11	16	,	,	PUNCT
fcis-30008	11	17	of	of	ADP
fcis-30008	11	18	which	which	PRON
fcis-30008	11	19	local	local	ADJ
fcis-30008	11	20	damage	damage	NOUN
fcis-30008	11	21	to	to	ADP
fcis-30008	11	22	rolling	rolling	ADJ
fcis-30008	11	23	elements	element	NOUN
fcis-30008	11	24	,	,	PUNCT
fcis-30008	11	25	inner	inner	ADJ
fcis-30008	11	26	and	and	CCONJ
fcis-30008	11	27	outer	outer	ADJ
fcis-30008	11	28	rings	ring	NOUN
fcis-30008	11	29	and	and	CCONJ
fcis-30008	11	30	other	other	ADJ
fcis-30008	11	31	components	component	NOUN
fcis-30008	11	32	accounts	account	VERB
fcis-30008	11	33	for	for	ADP
fcis-30008	11	34	more	more	ADJ
fcis-30008	11	35	than	than	ADP
fcis-30008	11	36	60	60	NUM
fcis-30008	11	37	%	%	NOUN
fcis-30008	11	38	.	.	PUNCT
fcis-30008	12	1	if	if	SCONJ
fcis-30008	12	2	such	such	ADJ
fcis-30008	12	3	faults	fault	NOUN
fcis-30008	12	4	are	be	AUX
fcis-30008	12	5	not	not	PART
fcis-30008	12	6	diagnosed	diagnose	VERB
fcis-30008	12	7	in	in	ADP
fcis-30008	12	8	time	time	NOUN
fcis-30008	12	9	,	,	PUNCT
fcis-30008	12	10	they	they	PRON
fcis-30008	12	11	can	can	AUX
fcis-30008	12	12	lead	lead	VERB
fcis-30008	12	13	to	to	ADP
fcis-30008	12	14	equipment	equipment	NOUN
fcis-30008	12	15	chain	chain	NOUN
fcis-30008	12	16	damage	damage	NOUN
fcis-30008	12	17	and	and	CCONJ
fcis-30008	12	18	even	even	ADV
fcis-30008	12	19	safety	safety	NOUN
fcis-30008	12	20	accidents	accident	NOUN
fcis-30008	12	21	.	.	PUNCT
fcis-30008	13	1	therefore	therefore	ADV
fcis-30008	13	2	,	,	PUNCT
fcis-30008	13	3	the	the	DET
fcis-30008	13	4	development	development	NOUN
fcis-30008	13	5	of	of	ADP
fcis-30008	13	6	efficient	efficient	ADJ
fcis-30008	13	7	bearing	bearing	NOUN
fcis-30008	13	8	condition	condition	NOUN
fcis-30008	13	9	monitoring	monitoring	NOUN
fcis-30008	13	10	and	and	CCONJ
fcis-30008	13	11	fault	fault	VERB
fcis-30008	13	12	diagnosis	diagnosis	NOUN
fcis-30008	13	13	technology	technology	NOUN
fcis-30008	13	14	is	be	AUX
fcis-30008	13	15	of	of	ADP
fcis-30008	13	16	great	great	ADJ
fcis-30008	13	17	engineering	engineering	NOUN
fcis-30008	13	18	value	value	NOUN
fcis-30008	13	19	[	[	X
fcis-30008	13	20	1	1	NUM
fcis-30008	13	21	-	-	SYM
fcis-30008	13	22	3	3	NUM
fcis-30008	13	23	]	]	PUNCT
fcis-30008	13	24	.	.	PUNCT
fcis-30008	14	1	acoustic	acoustic	ADJ
fcis-30008	14	2	emission	emission	NOUN
fcis-30008	14	3	(	(	PUNCT
fcis-30008	14	4	ae	ae	PROPN
fcis-30008	14	5	)	)	PUNCT
fcis-30008	14	6	technology	technology	NOUN
fcis-30008	15	1	[	[	X
fcis-30008	15	2	4	4	NUM
fcis-30008	15	3	]	]	PUNCT
fcis-30008	15	4	can	can	AUX
fcis-30008	15	5	sensitively	sensitively	ADV
fcis-30008	15	6	detect	detect	VERB
fcis-30008	15	7	early	early	ADJ
fcis-30008	15	8	microcracks	microcrack	NOUN
fcis-30008	15	9	and	and	CCONJ
fcis-30008	15	10	local	local	ADJ
fcis-30008	15	11	spalling	spalling	NOUN
fcis-30008	15	12	of	of	ADP
fcis-30008	15	13	bearings	bearing	NOUN
fcis-30008	15	14	by	by	ADP
fcis-30008	15	15	capturing	capture	VERB
fcis-30008	15	16	the	the	DET
fcis-30008	15	17	transient	transient	ADJ
fcis-30008	15	18	elastic	elastic	ADJ
fcis-30008	15	19	waves	wave	NOUN
fcis-30008	15	20	generated	generate	VERB
fcis-30008	15	21	by	by	ADP
fcis-30008	15	22	the	the	DET
fcis-30008	15	23	release	release	NOUN
fcis-30008	15	24	of	of	ADP
fcis-30008	15	25	stress	stress	ADJ
fcis-30008	15	26	waves	wave	NOUN
fcis-30008	15	27	inside	inside	ADP
fcis-30008	15	28	the	the	DET
fcis-30008	15	29	material	material	NOUN
fcis-30008	15	30	,	,	PUNCT
fcis-30008	15	31	and	and	CCONJ
fcis-30008	15	32	has	have	AUX
fcis-30008	15	33	shown	show	VERB
fcis-30008	15	34	unique	unique	ADJ
fcis-30008	15	35	advantages	advantage	NOUN
fcis-30008	15	36	in	in	ADP
fcis-30008	15	37	the	the	DET
fcis-30008	15	38	field	field	NOUN
fcis-30008	15	39	of	of	ADP
fcis-30008	15	40	bearing	bear	VERB
fcis-30008	15	41	fault	fault	NOUN
fcis-30008	15	42	detection	detection	NOUN
fcis-30008	15	43	by	by	ADP
fcis-30008	15	44	virtue	virtue	NOUN
fcis-30008	15	45	of	of	ADP
fcis-30008	15	46	its	its	PRON
fcis-30008	15	47	non	non	ADJ
fcis-30008	15	48	-	-	NOUN
fcis-30008	15	49	sensitivity	sensitivity	NOUN
fcis-30008	15	50	to	to	ADP
fcis-30008	15	51	materials	material	NOUN
fcis-30008	15	52	and	and	CCONJ
fcis-30008	15	53	strong	strong	ADJ
fcis-30008	15	54	environmental	environmental	ADJ
fcis-30008	15	55	adaptability	adaptability	NOUN
fcis-30008	15	56	.	.	PUNCT
fcis-30008	16	1	however	however	ADV
fcis-30008	16	2	,	,	PUNCT
fcis-30008	16	3	acoustic	acoustic	ADJ
fcis-30008	16	4	emission	emission	NOUN
fcis-30008	16	5	signals	signal	NOUN
fcis-30008	16	6	are	be	AUX
fcis-30008	16	7	susceptible	susceptible	ADJ
fcis-30008	16	8	to	to	ADP
fcis-30008	16	9	environmental	environmental	ADJ
fcis-30008	16	10	noise	noise	NOUN
fcis-30008	16	11	,	,	PUNCT
fcis-30008	16	12	mechanical	mechanical	ADJ
fcis-30008	16	13	friction	friction	NOUN
fcis-30008	16	14	noise	noise	NOUN
fcis-30008	16	15	and	and	CCONJ
fcis-30008	16	16	electromagnetic	electromagnetic	ADJ
fcis-30008	16	17	interference	interference	NOUN
fcis-30008	16	18	,	,	PUNCT
fcis-30008	16	19	and	and	CCONJ
fcis-30008	16	20	their	their	PRON
fcis-30008	16	21	nonlinearity	nonlinearity	NOUN
fcis-30008	16	22	and	and	CCONJ
fcis-30008	16	23	non	non	ADJ
fcis-30008	16	24	-	-	NOUN
fcis-30008	16	25	gausterity	gausterity	NOUN
fcis-30008	16	26	make	make	VERB
fcis-30008	16	27	it	it	PRON
fcis-30008	16	28	difficult	difficult	ADJ
fcis-30008	16	29	for	for	ADP
fcis-30008	16	30	traditional	traditional	ADJ
fcis-30008	16	31	time	time	NOUN
fcis-30008	16	32	-	-	PUNCT
fcis-30008	16	33	frequency	frequency	NOUN
fcis-30008	16	34	analysis	analysis	NOUN
fcis-30008	16	35	methods	method	NOUN
fcis-30008	16	36	(	(	PUNCT
fcis-30008	16	37	such	such	ADJ
fcis-30008	16	38	as	as	ADP
fcis-30008	16	39	fourier	fourier	NOUN
fcis-30008	16	40	transform	transform	NOUN
fcis-30008	16	41	and	and	CCONJ
fcis-30008	16	42	wavelet	wavelet	NOUN
fcis-30008	16	43	analysis	analysis	NOUN
fcis-30008	16	44	)	)	PUNCT
fcis-30008	16	45	to	to	PART
fcis-30008	16	46	effectively	effectively	ADV
fcis-30008	16	47	extract	extract	VERB
fcis-30008	16	48	fault	fault	NOUN
fcis-30008	16	49	features	feature	NOUN
fcis-30008	16	50	.	.	PUNCT
fcis-30008	17	1	in	in	ADP
fcis-30008	17	2	addition	addition	NOUN
fcis-30008	17	3	,	,	PUNCT
fcis-30008	17	4	existing	exist	VERB
fcis-30008	17	5	adaptive	adaptive	ADJ
fcis-30008	17	6	decomposition	decomposition	NOUN
fcis-30008	17	7	methods	method	NOUN
fcis-30008	17	8	,	,	PUNCT
fcis-30008	17	9	such	such	ADJ
fcis-30008	17	10	as	as	ADP
fcis-30008	17	11	empirical	empirical	ADJ
fcis-30008	17	12	mode	mode	NOUN
fcis-30008	17	13	decomposition	decomposition	NOUN
fcis-30008	17	14	(	(	PUNCT
fcis-30008	17	15	emd	emd	PROPN
fcis-30008	17	16	)	)	PUNCT
fcis-30008	17	17	,	,	PUNCT
fcis-30008	17	18	local	local	ADJ
fcis-30008	17	19	mean	mean	NOUN
fcis-30008	17	20	decomposition	decomposition	NOUN
fcis-30008	17	21	(	(	PUNCT
fcis-30008	17	22	lmd	lmd	PROPN
fcis-30008	17	23	)	)	PUNCT
fcis-30008	17	24	and	and	CCONJ
fcis-30008	17	25	variational	variational	ADJ
fcis-30008	17	26	mode	mode	NOUN
fcis-30008	17	27	decomposition	decomposition	NOUN
fcis-30008	17	28	(	(	PUNCT
fcis-30008	17	29	vmd	vmd	NOUN
fcis-30008	17	30	)	)	PUNCT
fcis-30008	17	31	,	,	PUNCT
fcis-30008	17	32	have	have	VERB
fcis-30008	17	33	problems	problem	NOUN
fcis-30008	17	34	such	such	ADJ
fcis-30008	17	35	as	as	ADP
fcis-30008	17	36	modal	modal	ADJ
fcis-30008	17	37	aliasing	aliasing	NOUN
fcis-30008	17	38	,	,	PUNCT
fcis-30008	17	39	endpoint	endpoint	NOUN
fcis-30008	17	40	effects	effect	NOUN
fcis-30008	17	41	and	and	CCONJ
fcis-30008	17	42	parameter	parameter	NOUN
fcis-30008	17	43	sensitivity	sensitivity	NOUN
fcis-30008	17	44	,	,	PUNCT
fcis-30008	17	45	which	which	PRON
fcis-30008	17	46	limit	limit	VERB
fcis-30008	17	47	their	their	PRON
fcis-30008	17	48	application	application	NOUN
fcis-30008	17	49	under	under	ADP
fcis-30008	17	50	complex	complex	ADJ
fcis-30008	17	51	working	work	VERB
fcis-30008	17	52	conditions	condition	NOUN
fcis-30008	17	53	.	.	PUNCT
fcis-30008	18	1	the	the	DET
fcis-30008	18	2	symplectic	symplectic	ADJ
fcis-30008	18	3	geometric	geometric	ADJ
fcis-30008	18	4	mode	mode	NOUN
fcis-30008	18	5	decomposition	decomposition	NOUN
fcis-30008	18	6	(	(	PUNCT
fcis-30008	18	7	sgmd	sgmd	NOUN
fcis-30008	18	8	)	)	PUNCT
fcis-30008	18	9	proposed	propose	VERB
fcis-30008	18	10	by	by	ADP
fcis-30008	18	11	scholar	scholar	NOUN
fcis-30008	18	12	pan	pan	PROPN
fcis-30008	18	13	haiyang	haiyang	PROPN
fcis-30008	18	14	solves	solve	VERB
fcis-30008	18	15	the	the	DET
fcis-30008	18	16	eigenvalues	eigenvalue	NOUN
fcis-30008	18	17	of	of	ADP
fcis-30008	18	18	hamilton	hamilton	PROPN
fcis-30008	18	19	matrices	matrix	NOUN
fcis-30008	18	20	through	through	ADP
fcis-30008	18	21	the	the	DET
fcis-30008	18	22	symplectic	symplectic	ADJ
fcis-30008	18	23	geometric	geometric	ADJ
fcis-30008	18	24	similarity	similarity	NOUN
fcis-30008	18	25	transformation	transformation	NOUN
fcis-30008	18	26	,	,	PUNCT
fcis-30008	18	27	which	which	PRON
fcis-30008	18	28	effectively	effectively	ADV
fcis-30008	18	29	suppresses	suppress	VERB
fcis-30008	18	30	the	the	DET
fcis-30008	18	31	modal	modal	ADJ
fcis-30008	18	32	confusion	confusion	NOUN
fcis-30008	18	33	while	while	SCONJ
fcis-30008	18	34	maintaining	maintain	VERB
fcis-30008	18	35	the	the	DET
fcis-30008	18	36	intrinsic	intrinsic	ADJ
fcis-30008	18	37	characteristics	characteristic	NOUN
fcis-30008	18	38	of	of	ADP
fcis-30008	18	39	the	the	DET
fcis-30008	18	40	sequence	sequence	NOUN
fcis-30008	18	41	.	.	PUNCT
fcis-30008	19	1	subsequent	subsequent	ADJ
fcis-30008	19	2	scholars	scholar	NOUN
fcis-30008	19	3	have	have	AUX
fcis-30008	19	4	extended	extend	VERB
fcis-30008	19	5	sgmd	sgmd	NOUN
fcis-30008	19	6	to	to	ADP
fcis-30008	19	7	the	the	DET
fcis-30008	19	8	fields	field	NOUN
fcis-30008	19	9	of	of	ADP
fcis-30008	19	10	gearbox	gearbox	NOUN
fcis-30008	19	11	fault	fault	VERB
fcis-30008	19	12	current	current	ADJ
fcis-30008	19	13	analysis	analysis	NOUN
fcis-30008	19	14	[	[	X
fcis-30008	19	15	5	5	NUM
fcis-30008	19	16	]	]	PUNCT
fcis-30008	19	17	,	,	PUNCT
fcis-30008	19	18	photovoltaic	photovoltaic	PROPN
fcis-30008	19	19	dc	dc	PROPN
fcis-30008	19	20	denoising	denoise	VERB
fcis-30008	20	1	[	[	X
fcis-30008	20	2	6	6	NUM
fcis-30008	20	3	]	]	PUNCT
fcis-30008	20	4	,	,	PUNCT
fcis-30008	20	5	fault	fault	VERB
fcis-30008	20	6	feature	feature	NOUN
fcis-30008	20	7	clustering	cluster	VERB
fcis-30008	20	8	extraction	extraction	NOUN
fcis-30008	20	9	[	[	X
fcis-30008	20	10	7	7	NUM
fcis-30008	20	11	]	]	PUNCT
fcis-30008	20	12	,	,	PUNCT
fcis-30008	20	13	and	and	CCONJ
fcis-30008	20	14	power	power	NOUN
fcis-30008	20	15	load	load	NOUN
fcis-30008	20	16	prediction	prediction	NOUN
fcis-30008	20	17	[	[	X
fcis-30008	20	18	8	8	NUM
fcis-30008	20	19	]	]	PUNCT
fcis-30008	20	20	.	.	PUNCT
fcis-30008	21	1	however	however	ADV
fcis-30008	21	2	,	,	PUNCT
fcis-30008	21	3	the	the	DET
fcis-30008	21	4	existing	exist	VERB
fcis-30008	21	5	sgmd	sgmd	ADJ
fcis-30008	21	6	methods	method	NOUN
fcis-30008	21	7	have	have	VERB
fcis-30008	21	8	obvious	obvious	ADJ
fcis-30008	21	9	limitations	limitation	NOUN
fcis-30008	21	10	:	:	PUNCT
fcis-30008	21	11	the	the	DET
fcis-30008	21	12	decomposition	decomposition	NOUN
fcis-30008	21	13	quality	quality	NOUN
fcis-30008	21	14	depends	depend	VERB
fcis-30008	21	15	on	on	ADP
fcis-30008	21	16	the	the	DET
fcis-30008	21	17	preset	preset	ADJ
fcis-30008	21	18	similarity	similarity	NOUN
fcis-30008	21	19	threshold	threshold	NOUN
fcis-30008	21	20	,	,	PUNCT
fcis-30008	21	21	and	and	CCONJ
fcis-30008	21	22	the	the	DET
fcis-30008	21	23	fixed	fix	VERB
fcis-30008	21	24	parameters	parameter	NOUN
fcis-30008	21	25	are	be	AUX
fcis-30008	21	26	difficult	difficult	ADJ
fcis-30008	21	27	to	to	PART
fcis-30008	21	28	adapt	adapt	VERB
fcis-30008	21	29	to	to	ADP
fcis-30008	21	30	signals	signal	NOUN
fcis-30008	21	31	of	of	ADP
fcis-30008	21	32	different	different	ADJ
fcis-30008	21	33	complexity	complexity	NOUN
fcis-30008	21	34	.	.	PUNCT
fcis-30008	22	1	at	at	ADP
fcis-30008	22	2	the	the	DET
fcis-30008	22	3	same	same	ADJ
fcis-30008	22	4	time	time	NOUN
fcis-30008	22	5	,	,	PUNCT
fcis-30008	22	6	there	there	PRON
fcis-30008	22	7	is	be	VERB
fcis-30008	22	8	endpoint	endpoint	ADJ
fcis-30008	22	9	effect	effect	NOUN
fcis-30008	22	10	interference	interference	NOUN
fcis-30008	22	11	,	,	PUNCT
fcis-30008	22	12	which	which	PRON
fcis-30008	22	13	affects	affect	VERB
fcis-30008	22	14	the	the	DET
fcis-30008	22	15	reconstruction	reconstruction	NOUN
fcis-30008	22	16	accuracy	accuracy	NOUN
fcis-30008	22	17	of	of	ADP
fcis-30008	22	18	ae	ae	PROPN
fcis-30008	22	19	signals	signal	NOUN
fcis-30008	22	20	.	.	PUNCT
fcis-30008	23	1	in	in	ADP
fcis-30008	23	2	this	this	DET
fcis-30008	23	3	study	study	NOUN
fcis-30008	23	4	,	,	PUNCT
fcis-30008	23	5	an	an	DET
fcis-30008	23	6	improved	improved	ADJ
fcis-30008	23	7	sgmd	sgmd	NOUN
fcis-30008	23	8	(	(	PUNCT
fcis-30008	23	9	isgmd	isgmd	NOUN
fcis-30008	23	10	)	)	PUNCT
fcis-30008	23	11	method	method	NOUN
fcis-30008	23	12	is	be	AUX
fcis-30008	23	13	proposed	propose	VERB
fcis-30008	23	14	,	,	PUNCT
fcis-30008	23	15	which	which	PRON
fcis-30008	23	16	improves	improve	VERB
fcis-30008	23	17	the	the	DET
fcis-30008	23	18	adaptability	adaptability	NOUN
fcis-30008	23	19	of	of	ADP
fcis-30008	23	20	the	the	DET
fcis-30008	23	21	algorithm	algorithm	NOUN
fcis-30008	23	22	to	to	ADP
fcis-30008	23	23	different	different	ADJ
fcis-30008	23	24	signals	signal	NOUN
fcis-30008	23	25	by	by	ADP
fcis-30008	23	26	constructing	construct	VERB
fcis-30008	23	27	an	an	DET
fcis-30008	23	28	adaptive	adaptive	ADJ
fcis-30008	23	29	threshold	threshold	NOUN
fcis-30008	23	30	mechanism	mechanism	NOUN
fcis-30008	23	31	,	,	PUNCT
fcis-30008	23	32	uses	use	VERB
fcis-30008	23	33	the	the	DET
fcis-30008	23	34	mirror	mirror	NOUN
fcis-30008	23	35	extension	extension	NOUN
fcis-30008	23	36	technology	technology	NOUN
fcis-30008	23	37	to	to	PART
fcis-30008	23	38	eliminate	eliminate	VERB
fcis-30008	23	39	the	the	DET
fcis-30008	23	40	endpoint	endpoint	NOUN
fcis-30008	23	41	effect	effect	NOUN
fcis-30008	23	42	,	,	PUNCT
fcis-30008	23	43	and	and	CCONJ
fcis-30008	23	44	introduces	introduce	VERB
fcis-30008	23	45	the	the	DET
fcis-30008	23	46	entropy	entropy	NOUN
fcis-30008	23	47	theory	theory	NOUN
fcis-30008	23	48	for	for	ADP
fcis-30008	23	49	effective	effective	ADJ
fcis-30008	23	50	component	component	NOUN
fcis-30008	23	51	screening	screening	NOUN
fcis-30008	23	52	and	and	CCONJ
fcis-30008	23	53	signal	signal	VERB
fcis-30008	23	54	reconstruction	reconstruction	NOUN
fcis-30008	23	55	.	.	PUNCT
fcis-30008	24	1	to	to	PART
fcis-30008	24	2	modify	modify	VERB
fcis-30008	24	3	the	the	DET
fcis-30008	24	4	header	header	NOUN
fcis-30008	24	5	,	,	PUNCT
fcis-30008	24	6	double	double	ADJ
fcis-30008	24	7	-	-	PUNCT
fcis-30008	24	8	click	click	NOUN
fcis-30008	24	9	in	in	ADP
fcis-30008	24	10	the	the	DET
fcis-30008	24	11	header	header	NOUN
fcis-30008	24	12	section	section	NOUN
fcis-30008	24	13	at	at	ADP
fcis-30008	24	14	the	the	DET
fcis-30008	24	15	top	top	NOUN
fcis-30008	24	16	of	of	ADP
fcis-30008	24	17	this	this	DET
fcis-30008	24	18	page	page	NOUN
fcis-30008	24	19	.	.	PUNCT
fcis-30008	25	1	fill	fill	VERB
fcis-30008	25	2	in	in	ADP
fcis-30008	25	3	the	the	DET
fcis-30008	25	4	author	author	NOUN
fcis-30008	25	5	and	and	CCONJ
fcis-30008	25	6	article	article	NOUN
fcis-30008	25	7	titles	title	NOUN
fcis-30008	25	8	.	.	PUNCT
fcis-30008	26	1	to	to	PART
fcis-30008	26	2	insert	insert	VERB
fcis-30008	26	3	images	image	NOUN
fcis-30008	26	4	in	in	ADP
fcis-30008	26	5	word	word	NOUN
fcis-30008	26	6	,	,	PUNCT
fcis-30008	26	7	position	position	VERB
fcis-30008	26	8	the	the	DET
fcis-30008	26	9	cursor	cursor	NOUN
fcis-30008	26	10	at	at	ADP
fcis-30008	26	11	the	the	DET
fcis-30008	26	12	insertion	insertion	NOUN
fcis-30008	26	13	point	point	NOUN
fcis-30008	26	14	and	and	CCONJ
fcis-30008	26	15	either	either	ADV
fcis-30008	26	16	use	use	VERB
fcis-30008	26	17	insert	insert	NOUN
fcis-30008	27	1	|	|	ADV
fcis-30008	27	2	picture	picture	NOUN
fcis-30008	27	3	|	|	ADV
fcis-30008	27	4	from	from	ADP
fcis-30008	27	5	file	file	NOUN
fcis-30008	27	6	or	or	CCONJ
fcis-30008	27	7	copy	copy	VERB
fcis-30008	27	8	the	the	DET
fcis-30008	27	9	image	image	NOUN
fcis-30008	27	10	to	to	ADP
fcis-30008	27	11	the	the	DET
fcis-30008	27	12	windows	windows	PROPN
fcis-30008	27	13	clipboard	clipboard	NOUN
fcis-30008	27	14	.	.	PUNCT
fcis-30008	28	1	2	2	X
fcis-30008	28	2	.	.	X
fcis-30008	28	3	theoretical	theoretical	ADJ
fcis-30008	28	4	analysis	analysis	NOUN
fcis-30008	28	5	2.1	2.1	NUM
fcis-30008	28	6	.	.	PUNCT
fcis-30008	29	1	symplectic	symplectic	ADJ
fcis-30008	29	2	geometric	geometric	ADJ
fcis-30008	29	3	modal	modal	NOUN
fcis-30008	29	4	decomposition	decomposition	NOUN
fcis-30008	29	5	algorithm	algorithm	NOUN
fcis-30008	29	6	2.1.1	2.1.1	NUM
fcis-30008	29	7	.	.	PUNCT
fcis-30008	30	1	sub	sub	NOUN
fcis-30008	30	2	-	-	NOUN
fcis-30008	30	3	section	section	NOUN
fcis-30008	30	4	headings	heading	NOUN
fcis-30008	30	5	the	the	DET
fcis-30008	30	6	core	core	NOUN
fcis-30008	30	7	of	of	ADP
fcis-30008	30	8	symplectic	symplectic	ADJ
fcis-30008	30	9	geometric	geometric	ADJ
fcis-30008	30	10	mode	mode	NOUN
fcis-30008	30	11	decomposition	decomposition	NOUN
fcis-30008	30	12	(	(	PUNCT
fcis-30008	30	13	sgmd	sgmd	NOUN
fcis-30008	30	14	)	)	PUNCT
fcis-30008	30	15	is	be	AUX
fcis-30008	30	16	to	to	PART
fcis-30008	30	17	obtain	obtain	VERB
fcis-30008	30	18	the	the	DET
fcis-30008	30	19	trajectory	trajectory	NOUN
fcis-30008	30	20	matrix	matrix	NOUN
fcis-30008	30	21	by	by	ADP
fcis-30008	30	22	reconstructing	reconstruct	VERB
fcis-30008	30	23	the	the	DET
fcis-30008	30	24	phase	phase	NOUN
fcis-30008	30	25	space	space	NOUN
fcis-30008	30	26	of	of	ADP
fcis-30008	30	27	the	the	DET
fcis-30008	30	28	acquired	acquire	VERB
fcis-30008	30	29	signal	signal	NOUN
fcis-30008	30	30	.	.	PUNCT
fcis-30008	31	1	then	then	ADV
fcis-30008	31	2	,	,	PUNCT
fcis-30008	31	3	the	the	DET
fcis-30008	31	4	symplectic	symplectic	ADJ
fcis-30008	31	5	geometric	geometric	ADJ
fcis-30008	31	6	similarity	similarity	NOUN
fcis-30008	31	7	transformation	transformation	NOUN
fcis-30008	31	8	is	be	AUX
fcis-30008	31	9	carried	carry	VERB
fcis-30008	31	10	out	out	ADP
fcis-30008	31	11	to	to	PART
fcis-30008	31	12	obtain	obtain	VERB
fcis-30008	31	13	the	the	DET
fcis-30008	31	14	eigenvalues	eigenvalue	NOUN
fcis-30008	31	15	and	and	CCONJ
fcis-30008	31	16	eigenvectors	eigenvector	NOUN
fcis-30008	31	17	under	under	ADP
fcis-30008	31	18	the	the	DET
fcis-30008	31	19	symplectic	symplectic	ADJ
fcis-30008	31	20	geometric	geometric	ADJ
fcis-30008	31	21	framework	framework	NOUN
fcis-30008	31	22	,	,	PUNCT
fcis-30008	31	23	and	and	CCONJ
fcis-30008	31	24	the	the	DET
fcis-30008	31	25	corresponding	corresponding	ADJ
fcis-30008	31	26	eigenvectors	eigenvector	NOUN
fcis-30008	31	27	are	be	AUX
fcis-30008	31	28	used	use	VERB
fcis-30008	31	29	to	to	PART
fcis-30008	31	30	reconstruct	reconstruct	VERB
fcis-30008	31	31	the	the	DET
fcis-30008	31	32	single	single	ADJ
fcis-30008	31	33	-	-	PUNCT
fcis-30008	31	34	component	component	NOUN
fcis-30008	31	35	signal	signal	NOUN
fcis-30008	31	36	.	.	PUNCT
fcis-30008	32	1	the	the	DET
fcis-30008	32	2	process	process	NOUN
fcis-30008	32	3	of	of	ADP
fcis-30008	32	4	the	the	DET
fcis-30008	32	5	symplectic	symplectic	ADJ
fcis-30008	32	6	geometric	geometric	ADJ
fcis-30008	32	7	modal	modal	NOUN
fcis-30008	32	8	42	42	NUM
fcis-30008	32	9	decomposition	decomposition	NOUN
fcis-30008	32	10	algorithm	algorithm	NOUN
fcis-30008	32	11	can	can	AUX
fcis-30008	32	12	be	be	AUX
fcis-30008	32	13	divided	divide	VERB
fcis-30008	32	14	into	into	ADP
fcis-30008	32	15	the	the	DET
fcis-30008	32	16	following	follow	VERB
fcis-30008	32	17	four	four	NUM
fcis-30008	32	18	stages	stage	NOUN
fcis-30008	32	19	:	:	PUNCT
fcis-30008	32	20	(	(	PUNCT
fcis-30008	32	21	1	1	X
fcis-30008	32	22	)	)	PUNCT
fcis-30008	32	23	phase	phase	NOUN
fcis-30008	32	24	space	space	NOUN
fcis-30008	32	25	reconstruction	reconstruction	NOUN
fcis-30008	32	26	the	the	DET
fcis-30008	32	27	phase	phase	NOUN
fcis-30008	32	28	space	space	NOUN
fcis-30008	32	29	of	of	ADP
fcis-30008	32	30	the	the	DET
fcis-30008	32	31	original	original	ADJ
fcis-30008	32	32	sequence	sequence	NOUN
fcis-30008	32	33	signal	signal	NOUN
fcis-30008	32	34	x	x	X
fcis-30008	32	35	,	,	PUNCT
fcis-30008	32	36	,	,	PUNCT
fcis-30008	32	37	⋯	⋯	PROPN
fcis-30008	32	38	,	,	PUNCT
fcis-30008	32	39	(	(	PUNCT
fcis-30008	32	40	n	n	CCONJ
fcis-30008	32	41	represents	represent	VERB
fcis-30008	32	42	the	the	DET
fcis-30008	32	43	signal	signal	ADJ
fcis-30008	32	44	length	length	NOUN
fcis-30008	32	45	)	)	PUNCT
fcis-30008	32	46	is	be	AUX
fcis-30008	32	47	reconstructed	reconstruct	VERB
fcis-30008	32	48	by	by	ADP
fcis-30008	32	49	the	the	DET
fcis-30008	32	50	tankens	tanken	NOUN
fcis-30008	32	51	embedding	embed	VERB
fcis-30008	32	52	theorem	theorem	VERB
fcis-30008	32	53	,	,	PUNCT
fcis-30008	32	54	and	and	CCONJ
fcis-30008	32	55	the	the	DET
fcis-30008	32	56	trajectory	trajectory	NOUN
fcis-30008	32	57	matrix	matrix	NOUN
fcis-30008	32	58	x	x	PUNCT
fcis-30008	32	59	of	of	ADP
fcis-30008	32	60	the	the	DET
fcis-30008	32	61	sequence	sequence	NOUN
fcis-30008	32	62	signal	signal	NOUN
fcis-30008	32	63	is	be	AUX
fcis-30008	32	64	constructed	construct	VERB
fcis-30008	32	65	.	.	PUNCT
fcis-30008	33	1	x	x	PUNCT
fcis-30008	33	2	⋮	⋮	ADJ
fcis-30008	33	3	⋮	⋮	NOUN
fcis-30008	33	4	…	…	PUNCT
fcis-30008	33	5	⋮	⋮	NOUN
fcis-30008	33	6	⋯	⋯	VERB
fcis-30008	33	7	⋮	⋮	NOUN
fcis-30008	33	8	1	1	NUM
fcis-30008	33	9	among	among	ADP
fcis-30008	33	10	them	they	PRON
fcis-30008	33	11	,	,	PUNCT
fcis-30008	33	12	d	d	PROPN
fcis-30008	33	13	is	be	AUX
fcis-30008	33	14	the	the	DET
fcis-30008	33	15	embedding	embed	VERB
fcis-30008	33	16	dimension	dimension	NOUN
fcis-30008	33	17	,	,	PUNCT
fcis-30008	33	18	and	and	CCONJ
fcis-30008	33	19	its	its	PRON
fcis-30008	33	20	value	value	NOUN
fcis-30008	33	21	is	be	AUX
fcis-30008	33	22	determined	determine	VERB
fcis-30008	33	23	by	by	ADP
fcis-30008	33	24	the	the	DET
fcis-30008	33	25	power	power	NOUN
fcis-30008	33	26	spectral	spectral	ADJ
fcis-30008	33	27	density	density	NOUN
fcis-30008	33	28	(	(	PUNCT
fcis-30008	33	29	psd	psd	NOUN
fcis-30008	33	30	)	)	PUNCT
fcis-30008	33	31	method	method	NOUN
fcis-30008	33	32	:	:	PUNCT
fcis-30008	33	33	the	the	DET
fcis-30008	33	34	maximum	maximum	ADJ
fcis-30008	33	35	peak	peak	NOUN
fcis-30008	33	36	frequency	frequency	NOUN
fcis-30008	33	37	of	of	ADP
fcis-30008	33	38	the	the	DET
fcis-30008	33	39	psd	psd	NOUN
fcis-30008	33	40	of	of	ADP
fcis-30008	33	41	the	the	DET
fcis-30008	33	42	calculated	calculate	VERB
fcis-30008	33	43	signal	signal	NOUN
fcis-30008	33	44	is	be	AUX
fcis-30008	33	45	,	,	PUNCT
fcis-30008	33	46	and	and	CCONJ
fcis-30008	33	47	d	d	X
fcis-30008	33	48	=	=	NOUN
fcis-30008	33	49	n/3	n/3	NOUN
fcis-30008	33	50	is	be	AUX
fcis-30008	33	51	taken	take	VERB
fcis-30008	33	52	when	when	SCONJ
fcis-30008	33	53	the	the	DET
fcis-30008	33	54	⁄	⁄	PROPN
fcis-30008	33	55	<	<	X
fcis-30008	33	56	10⁻³	10⁻³	PROPN
fcis-30008	33	57	is	be	AUX
fcis-30008	33	58	taken	take	VERB
fcis-30008	33	59	,	,	PUNCT
fcis-30008	33	60	otherwise	otherwise	ADV
fcis-30008	33	61	d=1.2	d=1.2	NOUN
fcis-30008	33	62	⁄	⁄	PROPN
fcis-30008	33	63	is	be	AUX
fcis-30008	33	64	taken	take	VERB
fcis-30008	33	65	.	.	PUNCT
fcis-30008	34	1	the	the	DET
fcis-30008	34	2	delay	delay	NOUN
fcis-30008	34	3	time	time	NOUN
fcis-30008	34	4	τ	τ	PROPN
fcis-30008	34	5	is	be	AUX
fcis-30008	34	6	determined	determine	VERB
fcis-30008	34	7	by	by	ADP
fcis-30008	34	8	an	an	DET
fcis-30008	34	9	autocorrelation	autocorrelation	NOUN
fcis-30008	34	10	function	function	NOUN
fcis-30008	34	11	.	.	PUNCT
fcis-30008	35	1	(	(	PUNCT
fcis-30008	35	2	2	2	X
fcis-30008	35	3	)	)	PUNCT
fcis-30008	35	4	qr	qr	NOUN
fcis-30008	35	5	feature	feature	NOUN
fcis-30008	35	6	decomposition	decomposition	NOUN
fcis-30008	35	7	after	after	SCONJ
fcis-30008	35	8	the	the	DET
fcis-30008	35	9	trajectory	trajectory	NOUN
fcis-30008	35	10	matrix	matrix	NOUN
fcis-30008	35	11	is	be	AUX
fcis-30008	35	12	constructed	construct	VERB
fcis-30008	35	13	,	,	PUNCT
fcis-30008	35	14	the	the	DET
fcis-30008	35	15	eigenvalues	eigenvalue	NOUN
fcis-30008	35	16	and	and	CCONJ
fcis-30008	35	17	eigenvectors	eigenvector	NOUN
fcis-30008	35	18	are	be	AUX
fcis-30008	35	19	further	far	ADV
fcis-30008	35	20	solved	solve	VERB
fcis-30008	35	21	by	by	ADP
fcis-30008	35	22	qr	qr	NOUN
fcis-30008	35	23	feature	feature	NOUN
fcis-30008	35	24	decomposition	decomposition	NOUN
fcis-30008	35	25	.	.	PUNCT
fcis-30008	36	1	firstly	firstly	ADV
fcis-30008	36	2	,	,	PUNCT
fcis-30008	36	3	the	the	DET
fcis-30008	36	4	covariance	covariance	NOUN
fcis-30008	36	5	matrix	matrix	NOUN
fcis-30008	36	6	a	a	DET
fcis-30008	36	7	=	=	NOUN
fcis-30008	36	8	xᵀx	xᵀx	NOUN
fcis-30008	36	9	is	be	AUX
fcis-30008	36	10	constructed	construct	VERB
fcis-30008	36	11	,	,	PUNCT
fcis-30008	36	12	and	and	CCONJ
fcis-30008	36	13	the	the	DET
fcis-30008	36	14	hamilton	hamilton	PROPN
fcis-30008	36	15	matrix	matrix	NOUN
fcis-30008	36	16	is	be	AUX
fcis-30008	36	17	established	establish	VERB
fcis-30008	36	18	:	:	PUNCT
fcis-30008	36	19	m	m	VERB
fcis-30008	36	20	0	0	NUM
fcis-30008	36	21	0	0	NUM
fcis-30008	36	22	2	2	NUM
fcis-30008	36	23	convert	convert	NOUN
fcis-30008	36	24	m	m	VERB
fcis-30008	36	25	to	to	ADP
fcis-30008	36	26	standard	standard	VERB
fcis-30008	36	27	by	by	ADP
fcis-30008	36	28	symplectic	symplectic	ADJ
fcis-30008	36	29	geometric	geometric	ADJ
fcis-30008	36	30	similarity	similarity	NOUN
fcis-30008	36	31	transformation	transformation	NOUN
fcis-30008	36	32	:	:	PUNCT
fcis-30008	36	33	0	0	NUM
fcis-30008	36	34	0	0	NUM
fcis-30008	36	35	3	3	NUM
fcis-30008	36	36	where	where	SCONJ
fcis-30008	36	37	w	w	NOUN
fcis-30008	36	38	is	be	AUX
fcis-30008	36	39	the	the	DET
fcis-30008	36	40	upper	upper	ADJ
fcis-30008	36	41	triangular	triangular	NOUN
fcis-30008	36	42	matrix	matrix	NOUN
fcis-30008	36	43	,	,	PUNCT
fcis-30008	36	44	and	and	CCONJ
fcis-30008	36	45	its	its	PRON
fcis-30008	36	46	eigenvaluesλ₁,	eigenvaluesλ₁,	NOUN
fcis-30008	36	47	…	…	PUNCT
fcis-30008	36	48	,λd	,λd	PUNCT
fcis-30008	36	49	satisfy	satisfy	NOUN
fcis-30008	36	50	.	.	PUNCT
fcis-30008	37	1	subsequently	subsequently	ADV
fcis-30008	37	2	,	,	PUNCT
fcis-30008	37	3	based	base	VERB
fcis-30008	37	4	on	on	ADP
fcis-30008	37	5	the	the	DET
fcis-30008	37	6	eigenvector	eigenvector	NOUN
fcis-30008	37	7	,	,	PUNCT
fcis-30008	37	8	the	the	DET
fcis-30008	37	9	initial	initial	ADJ
fcis-30008	37	10	single	single	ADJ
fcis-30008	37	11	-	-	PUNCT
fcis-30008	37	12	component	component	NOUN
fcis-30008	37	13	is	be	AUX
fcis-30008	37	14	calculated	calculate	VERB
fcis-30008	37	15	:	:	PUNCT
fcis-30008	37	16	4	4	NUM
fcis-30008	37	17	in	in	ADP
fcis-30008	37	18	this	this	DET
fcis-30008	37	19	case	case	NOUN
fcis-30008	37	20	,	,	PUNCT
fcis-30008	37	21	the	the	DET
fcis-30008	37	22	reconstruction	reconstruction	NOUN
fcis-30008	37	23	matrix	matrix	NOUN
fcis-30008	37	24	z	z	NOUN
fcis-30008	37	25	is	be	AUX
fcis-30008	37	26	composed	compose	VERB
fcis-30008	37	27	of	of	ADP
fcis-30008	37	28	the	the	DET
fcis-30008	37	29	initial	initial	ADJ
fcis-30008	37	30	single	single	ADJ
fcis-30008	37	31	-	-	PUNCT
fcis-30008	37	32	component	component	NOUN
fcis-30008	37	33	reconstruction	reconstruction	NOUN
fcis-30008	37	34	matrix	matrix	NOUN
fcis-30008	37	35	z_i	z_i	NOUN
fcis-30008	37	36	group	group	NOUN
fcis-30008	38	1	d	d	NOUN
fcis-30008	38	2	:	:	PUNCT
fcis-30008	38	3	z	z	X
fcis-30008	38	4	⋯	⋯	NOUN
fcis-30008	38	5	that	that	PRON
fcis-30008	38	6	is	be	AUX
fcis-30008	38	7	,	,	PUNCT
fcis-30008	38	8	z	z	NOUN
fcis-30008	38	9	is	be	AUX
fcis-30008	38	10	a	a	DET
fcis-30008	38	11	m*d	m*d	NOUN
fcis-30008	38	12	reconstruction	reconstruction	NOUN
fcis-30008	38	13	matrix	matrix	NOUN
fcis-30008	38	14	.	.	PUNCT
fcis-30008	39	1	(	(	PUNCT
fcis-30008	39	2	3	3	X
fcis-30008	39	3	)	)	PUNCT
fcis-30008	39	4	diagonal	diagonal	ADJ
fcis-30008	39	5	averaging	averaging	NOUN
fcis-30008	39	6	after	after	ADP
fcis-30008	39	7	solving	solve	VERB
fcis-30008	39	8	the	the	DET
fcis-30008	39	9	reconstruction	reconstruction	NOUN
fcis-30008	39	10	matrix	matrix	NOUN
fcis-30008	39	11	z	z	NOUN
fcis-30008	39	12	,	,	PUNCT
fcis-30008	39	13	it	it	PRON
fcis-30008	39	14	needs	need	VERB
fcis-30008	39	15	to	to	PART
fcis-30008	39	16	be	be	AUX
fcis-30008	39	17	converted	convert	VERB
fcis-30008	39	18	into	into	ADP
fcis-30008	39	19	the	the	DET
fcis-30008	39	20	required	require	VERB
fcis-30008	39	21	one	one	NUM
fcis-30008	39	22	-	-	PUNCT
fcis-30008	39	23	dimensional	dimensional	ADJ
fcis-30008	39	24	time	time	NOUN
fcis-30008	39	25	series	series	NOUN
fcis-30008	39	26	,	,	PUNCT
fcis-30008	39	27	so	so	SCONJ
fcis-30008	39	28	the	the	DET
fcis-30008	39	29	diagonal	diagonal	ADJ
fcis-30008	39	30	averaging	averaging	NOUN
fcis-30008	39	31	method	method	NOUN
fcis-30008	39	32	is	be	AUX
fcis-30008	39	33	used	use	VERB
fcis-30008	39	34	.	.	PUNCT
fcis-30008	40	1	for	for	ADP
fcis-30008	40	2	the	the	DET
fcis-30008	40	3	element	element	NOUN
fcis-30008	40	4	z	z	PROPN
fcis-30008	40	5	in	in	ADP
fcis-30008	40	6	the	the	DET
fcis-30008	40	7	matrix	matrix	NOUN
fcis-30008	40	8	(	(	PUNCT
fcis-30008	40	9	1≤	1≤	INTJ
fcis-30008	40	10	i≤m,1≤	i≤m,1≤	PROPN
fcis-30008	40	11	j≤d	j≤d	PROPN
fcis-30008	40	12	)	)	PUNCT
fcis-30008	40	13	,	,	PUNCT
fcis-30008	40	14	let	let	VERB
fcis-30008	40	15	∗	∗	NOUN
fcis-30008	40	16	,	,	PUNCT
fcis-30008	40	17	,	,	PUNCT
fcis-30008	40	18	∗	∗	NOUN
fcis-30008	40	19	,	,	PUNCT
fcis-30008	40	20	,	,	PUNCT
fcis-30008	40	21	m	m	VERB
fcis-30008	40	22	n	n	ADV
fcis-30008	40	23	1	1	NUM
fcis-30008	40	24	.	.	PUNCT
fcis-30008	41	1	if	if	SCONJ
fcis-30008	41	2	m	m	PUNCT
fcis-30008	41	3	<	<	X
fcis-30008	41	4	d	d	PROPN
fcis-30008	41	5	,	,	PUNCT
fcis-30008	41	6	let	let	VERB
fcis-30008	41	7	∗	∗	NOUN
fcis-30008	41	8	,	,	PUNCT
fcis-30008	41	9	otherwise	otherwise	ADV
fcis-30008	41	10	,	,	PUNCT
fcis-30008	41	11	∗	∗	NOUN
fcis-30008	41	12	.	.	PUNCT
fcis-30008	42	1	then	then	ADV
fcis-30008	42	2	,	,	PUNCT
fcis-30008	42	3	the	the	DET
fcis-30008	42	4	one	one	NUM
fcis-30008	42	5	-	-	PUNCT
fcis-30008	42	6	dimensional	dimensional	ADJ
fcis-30008	42	7	time	time	NOUN
fcis-30008	42	8	series	series	NOUN
fcis-30008	42	9	,	,	PUNCT
fcis-30008	42	10	,	,	PUNCT
fcis-30008	42	11	…	…	PUNCT
fcis-30008	42	12	,	,	PUNCT
fcis-30008	42	13	is	be	AUX
fcis-30008	42	14	solved	solve	VERB
fcis-30008	42	15	by	by	ADP
fcis-30008	42	16	the	the	DET
fcis-30008	42	17	formula	formula	NOUN
fcis-30008	42	18	:	:	PUNCT
fcis-30008	42	19	1	1	NUM
fcis-30008	42	20	,	,	PUNCT
fcis-30008	42	21	∗	∗	NOUN
fcis-30008	42	22	1	1	NUM
fcis-30008	42	23	∗	∗	NOUN
fcis-30008	42	24	1	1	NUM
fcis-30008	42	25	∗	∗	NOUN
fcis-30008	42	26	,	,	PUNCT
fcis-30008	42	27	∗	∗	NOUN
fcis-30008	42	28	∗	∗	NOUN
fcis-30008	42	29	∗	∗	NOUN
fcis-30008	42	30	∗	∗	NOUN
fcis-30008	42	31	1	1	NUM
fcis-30008	42	32	1	1	NUM
fcis-30008	42	33	∗	∗	NOUN
fcis-30008	42	34	∗	∗	NOUN
fcis-30008	42	35	∗	∗	NOUN
fcis-30008	42	36	7	7	NUM
fcis-30008	42	37	5	5	NUM
fcis-30008	42	38	based	base	VERB
fcis-30008	42	39	on	on	ADP
fcis-30008	42	40	the	the	DET
fcis-30008	42	41	above	above	ADJ
fcis-30008	42	42	formula	formula	NOUN
fcis-30008	42	43	,	,	PUNCT
fcis-30008	42	44	the	the	DET
fcis-30008	42	45	z_i	z_i	PROPN
fcis-30008	42	46	is	be	AUX
fcis-30008	42	47	converted	convert	VERB
fcis-30008	42	48	into	into	ADP
fcis-30008	42	49	a	a	DET
fcis-30008	42	50	one	one	NUM
fcis-30008	42	51	-	-	PUNCT
fcis-30008	42	52	dimensional	dimensional	ADJ
fcis-30008	42	53	time	time	NOUN
fcis-30008	42	54	series	series	NOUN
fcis-30008	42	55	,	,	PUNCT
fcis-30008	42	56	,	,	PUNCT
fcis-30008	42	57	…	…	PUNCT
fcis-30008	42	58	,	,	PUNCT
fcis-30008	42	59	,	,	PUNCT
fcis-30008	42	60	which	which	PRON
fcis-30008	42	61	is	be	AUX
fcis-30008	42	62	denoted	denote	VERB
fcis-30008	42	63	as	as	ADP
fcis-30008	42	64	a	a	DET
fcis-30008	42	65	one	one	NUM
fcis-30008	42	66	-	-	PUNCT
fcis-30008	42	67	dimensional	dimensional	ADJ
fcis-30008	42	68	initial	initial	ADJ
fcis-30008	42	69	single	single	ADJ
fcis-30008	42	70	-	-	PUNCT
fcis-30008	42	71	component	component	NOUN
fcis-30008	42	72	signal	signal	NOUN
fcis-30008	42	73	(	(	PUNCT
fcis-30008	42	74	sgc	sgc	PROPN
fcis-30008	42	75	)	)	PUNCT
fcis-30008	42	76	,	,	PUNCT
fcis-30008	42	77	and	and	CCONJ
fcis-30008	42	78	the	the	DET
fcis-30008	42	79	sum	sum	NOUN
fcis-30008	43	1	_	_	PUNCT
fcis-30008	43	2	i	i	PRON
fcis-30008	43	3	of	of	ADP
fcis-30008	43	4	these	these	DET
fcis-30008	43	5	initial	initial	ADJ
fcis-30008	43	6	single	single	ADJ
fcis-30008	43	7	-	-	PUNCT
fcis-30008	43	8	component	component	NOUN
fcis-30008	43	9	signals	signal	NOUN
fcis-30008	43	10	is	be	AUX
fcis-30008	43	11	the	the	DET
fcis-30008	43	12	original	original	ADJ
fcis-30008	43	13	signal	signal	NOUN
fcis-30008	43	14	.	.	PUNCT
fcis-30008	44	1	(	(	PUNCT
fcis-30008	44	2	4	4	X
fcis-30008	44	3	)	)	PUNCT
fcis-30008	44	4	component	component	NOUN
fcis-30008	44	5	reorganization	reorganization	NOUN
fcis-30008	44	6	after	after	ADP
fcis-30008	44	7	the	the	DET
fcis-30008	44	8	above	above	ADJ
fcis-30008	44	9	operation	operation	NOUN
fcis-30008	44	10	,	,	PUNCT
fcis-30008	44	11	the	the	DET
fcis-30008	44	12	initial	initial	ADJ
fcis-30008	44	13	single	single	ADJ
fcis-30008	44	14	-	-	PUNCT
fcis-30008	44	15	component	component	NOUN
fcis-30008	44	16	signal	signal	NOUN
fcis-30008	44	17	of	of	ADP
fcis-30008	44	18	group	group	NOUN
fcis-30008	44	19	d	d	PROPN
fcis-30008	44	20	is	be	AUX
fcis-30008	44	21	obtained	obtain	VERB
fcis-30008	44	22	.	.	PUNCT
fcis-30008	45	1	some	some	PRON
fcis-30008	45	2	of	of	ADP
fcis-30008	45	3	these	these	DET
fcis-30008	45	4	singlecomponent	singlecomponent	NOUN
fcis-30008	45	5	signals	signal	NOUN
fcis-30008	45	6	have	have	VERB
fcis-30008	45	7	similar	similar	ADJ
fcis-30008	45	8	periodic	periodic	ADJ
fcis-30008	45	9	characteristics	characteristic	NOUN
fcis-30008	45	10	and	and	CCONJ
fcis-30008	45	11	are	be	AUX
fcis-30008	45	12	not	not	PART
fcis-30008	45	13	completely	completely	ADV
fcis-30008	45	14	independent	independent	ADJ
fcis-30008	45	15	of	of	ADP
fcis-30008	45	16	each	each	DET
fcis-30008	45	17	other	other	ADJ
fcis-30008	45	18	,	,	PUNCT
fcis-30008	45	19	so	so	SCONJ
fcis-30008	45	20	it	it	PRON
fcis-30008	45	21	is	be	AUX
fcis-30008	45	22	necessary	necessary	ADJ
fcis-30008	45	23	to	to	PART
fcis-30008	45	24	set	set	VERB
fcis-30008	45	25	a	a	DET
fcis-30008	45	26	fixed	fix	VERB
fcis-30008	45	27	threshold	threshold	NOUN
fcis-30008	45	28	θ	θ	PROPN
fcis-30008	45	29	for	for	ADP
fcis-30008	45	30	component	component	NOUN
fcis-30008	45	31	reconstruction	reconstruction	NOUN
fcis-30008	45	32	of	of	ADP
fcis-30008	45	33	the	the	DET
fcis-30008	45	34	components	component	NOUN
fcis-30008	45	35	of	of	ADP
fcis-30008	45	36	these	these	DET
fcis-30008	45	37	similar	similar	ADJ
fcis-30008	45	38	features	feature	NOUN
fcis-30008	45	39	,	,	PUNCT
fcis-30008	45	40	and	and	CCONJ
fcis-30008	45	41	extract	extract	VERB
fcis-30008	45	42	the	the	DET
fcis-30008	45	43	noise	noise	NOUN
fcis-30008	45	44	components	component	NOUN
fcis-30008	45	45	separately	separately	ADV
fcis-30008	45	46	as	as	SCONJ
fcis-30008	45	47	several	several	ADJ
fcis-30008	45	48	components	component	NOUN
fcis-30008	45	49	to	to	PART
fcis-30008	45	50	distinguish	distinguish	VERB
fcis-30008	45	51	them	they	PRON
fcis-30008	45	52	from	from	ADP
fcis-30008	45	53	the	the	DET
fcis-30008	45	54	active	active	ADJ
fcis-30008	45	55	components	component	NOUN
fcis-30008	45	56	.	.	PUNCT
fcis-30008	46	1	however	however	ADV
fcis-30008	46	2	,	,	PUNCT
fcis-30008	46	3	the	the	DET
fcis-30008	46	4	fixed	fix	VERB
fcis-30008	46	5	threshold	threshold	NOUN
fcis-30008	46	6	can	can	AUX
fcis-30008	46	7	not	not	PART
fcis-30008	46	8	adapt	adapt	VERB
fcis-30008	46	9	to	to	ADP
fcis-30008	46	10	the	the	DET
fcis-30008	46	11	complexity	complexity	NOUN
fcis-30008	46	12	of	of	ADP
fcis-30008	46	13	different	different	ADJ
fcis-30008	46	14	signals	signal	NOUN
fcis-30008	46	15	,	,	PUNCT
fcis-30008	46	16	and	and	CCONJ
fcis-30008	46	17	the	the	DET
fcis-30008	46	18	signals	signal	NOUN
fcis-30008	46	19	acquired	acquire	VERB
fcis-30008	46	20	under	under	ADP
fcis-30008	46	21	different	different	ADJ
fcis-30008	46	22	working	work	VERB
fcis-30008	46	23	conditions	condition	NOUN
fcis-30008	46	24	or	or	CCONJ
fcis-30008	46	25	at	at	ADP
fcis-30008	46	26	different	different	ADJ
fcis-30008	46	27	times	time	NOUN
fcis-30008	46	28	have	have	VERB
fcis-30008	46	29	significant	significant	ADJ
fcis-30008	46	30	differences	difference	NOUN
fcis-30008	46	31	in	in	ADP
fcis-30008	46	32	essential	essential	ADJ
fcis-30008	46	33	characteristics	characteristic	NOUN
fcis-30008	46	34	(	(	PUNCT
fcis-30008	46	35	such	such	ADJ
fcis-30008	46	36	as	as	ADP
fcis-30008	46	37	nonlinear	nonlinear	ADJ
fcis-30008	46	38	characteristics	characteristic	NOUN
fcis-30008	46	39	and	and	CCONJ
fcis-30008	46	40	waveform	waveform	VERB
fcis-30008	46	41	morphology	morphology	NOUN
fcis-30008	46	42	)	)	PUNCT
fcis-30008	46	43	.	.	PUNCT
fcis-30008	47	1	improvements	improvement	NOUN
fcis-30008	47	2	are	be	AUX
fcis-30008	47	3	made	make	VERB
fcis-30008	47	4	below	below	ADP
fcis-30008	47	5	.	.	PUNCT
fcis-30008	48	1	2.2	2.2	NUM
fcis-30008	48	2	.	.	PUNCT
fcis-30008	48	3	improve	improve	VERB
fcis-30008	48	4	sgmd	sgmd	ADJ
fcis-30008	48	5	algorithm	algorithm	NOUN
fcis-30008	48	6	(	(	PUNCT
fcis-30008	48	7	1	1	NUM
fcis-30008	48	8	)	)	PUNCT
fcis-30008	48	9	dynamic	dynamic	ADJ
fcis-30008	48	10	threshold	threshold	NOUN
fcis-30008	48	11	adaptive	adaptive	ADJ
fcis-30008	48	12	mechanism	mechanism	NOUN
fcis-30008	48	13	the	the	DET
fcis-30008	48	14	dynamic	dynamic	ADJ
fcis-30008	48	15	threshold	threshold	NOUN
fcis-30008	48	16	adjustment	adjustment	NOUN
fcis-30008	48	17	strategy	strategy	NOUN
fcis-30008	48	18	using	use	VERB
fcis-30008	48	19	nonlinear	nonlinear	ADJ
fcis-30008	48	20	feature	feature	NOUN
fcis-30008	48	21	fusion	fusion	NOUN
fcis-30008	48	22	is	be	AUX
fcis-30008	48	23	improved	improve	VERB
fcis-30008	48	24	,	,	PUNCT
fcis-30008	48	25	and	and	CCONJ
fcis-30008	48	26	the	the	DET
fcis-30008	48	27	feature	feature	NOUN
fcis-30008	48	28	evaluation	evaluation	NOUN
fcis-30008	48	29	system	system	NOUN
fcis-30008	48	30	is	be	AUX
fcis-30008	48	31	constructed	construct	VERB
fcis-30008	48	32	by	by	ADP
fcis-30008	48	33	lyapunov	lyapunov	ADJ
fcis-30008	48	34	exponent	exponent	NOUN
fcis-30008	48	35	and	and	CCONJ
fcis-30008	48	36	fractal	fractal	ADJ
fcis-30008	48	37	dimension	dimension	NOUN
fcis-30008	48	38	,	,	PUNCT
fcis-30008	48	39	so	so	SCONJ
fcis-30008	48	40	as	as	SCONJ
fcis-30008	48	41	to	to	PART
fcis-30008	48	42	better	well	ADV
fcis-30008	48	43	capture	capture	VERB
fcis-30008	48	44	the	the	DET
fcis-30008	48	45	internal	internal	ADJ
fcis-30008	48	46	structure	structure	NOUN
fcis-30008	48	47	of	of	ADP
fcis-30008	48	48	the	the	DET
fcis-30008	48	49	signal	signal	NOUN
fcis-30008	48	50	under	under	ADP
fcis-30008	48	51	different	different	ADJ
fcis-30008	48	52	working	work	VERB
fcis-30008	48	53	conditions	condition	NOUN
fcis-30008	48	54	,	,	PUNCT
fcis-30008	48	55	improve	improve	VERB
fcis-30008	48	56	the	the	DET
fcis-30008	48	57	reconstruction	reconstruction	NOUN
fcis-30008	48	58	quality	quality	NOUN
fcis-30008	48	59	and	and	CCONJ
fcis-30008	48	60	enhance	enhance	VERB
fcis-30008	48	61	the	the	DET
fcis-30008	48	62	follow	follow	VERB
fcis-30008	48	63	-	-	PUNCT
fcis-30008	48	64	up	up	ADP
fcis-30008	48	65	diagnosis	diagnosis	NOUN
fcis-30008	48	66	effect	effect	NOUN
fcis-30008	48	67	.	.	PUNCT
fcis-30008	49	1	the	the	DET
fcis-30008	49	2	specific	specific	ADJ
fcis-30008	49	3	principles	principle	NOUN
fcis-30008	49	4	and	and	CCONJ
fcis-30008	49	5	operations	operation	NOUN
fcis-30008	49	6	are	be	AUX
fcis-30008	49	7	as	as	SCONJ
fcis-30008	49	8	follows	follow	VERB
fcis-30008	49	9	:	:	PUNCT
fcis-30008	49	10	lyapunov	lyapunov	PROPN
fcis-30008	49	11	index	index	NOUN
fcis-30008	49	12	:	:	PUNCT
fcis-30008	49	13	quantifies	quantify	VERB
fcis-30008	49	14	the	the	DET
fcis-30008	49	15	chaotic	chaotic	ADJ
fcis-30008	49	16	properties	property	NOUN
fcis-30008	49	17	of	of	ADP
fcis-30008	49	18	a	a	DET
fcis-30008	49	19	signal	signal	NOUN
fcis-30008	49	20	,	,	PUNCT
fcis-30008	49	21	calculated	calculate	VERB
fcis-30008	49	22	as	as	ADP
fcis-30008	49	23	:	:	PUNCT
fcis-30008	49	24	λ	λ	PROPN
fcis-30008	49	25	lim	lim	PROPN
fcis-30008	49	26	→	→	SYM
fcis-30008	49	27	1	1	NUM
fcis-30008	49	28	ln	ln	ADJ
fcis-30008	49	29	0	0	NUM
fcis-30008	49	30	6	6	NUM
fcis-30008	49	31	where	where	SCONJ
fcis-30008	49	32	δx(t	δx(t	NOUN
fcis-30008	49	33	)	)	PUNCT
fcis-30008	49	34	represents	represent	VERB
fcis-30008	49	35	the	the	DET
fcis-30008	49	36	small	small	ADJ
fcis-30008	49	37	perturbation	perturbation	NOUN
fcis-30008	49	38	between	between	ADP
fcis-30008	49	39	the	the	DET
fcis-30008	49	40	initial	initial	ADJ
fcis-30008	49	41	state	state	NOUN
fcis-30008	49	42	of	of	ADP
fcis-30008	49	43	the	the	DET
fcis-30008	49	44	system	system	NOUN
fcis-30008	49	45	and	and	CCONJ
fcis-30008	49	46	the	the	DET
fcis-30008	49	47	corresponding	corresponding	ADJ
fcis-30008	49	48	trajectory	trajectory	NOUN
fcis-30008	49	49	.	.	PUNCT
fcis-30008	50	1	the	the	PRON
fcis-30008	50	2	higher	high	ADJ
fcis-30008	50	3	the	the	DET
fcis-30008	50	4	exponential	exponential	ADJ
fcis-30008	50	5	value	value	NOUN
fcis-30008	50	6	,	,	PUNCT
fcis-30008	50	7	the	the	PRON
fcis-30008	50	8	more	more	ADV
fcis-30008	50	9	significant	significant	ADJ
fcis-30008	50	10	the	the	DET
fcis-30008	50	11	chaotic	chaotic	ADJ
fcis-30008	50	12	nature	nature	NOUN
fcis-30008	50	13	of	of	ADP
fcis-30008	50	14	the	the	DET
fcis-30008	50	15	system	system	NOUN
fcis-30008	50	16	.	.	PUNCT
fcis-30008	51	1	fractal	fractal	ADJ
fcis-30008	51	2	dimension	dimension	NOUN
fcis-30008	51	3	:	:	PUNCT
fcis-30008	51	4	the	the	DET
fcis-30008	51	5	complexity	complexity	NOUN
fcis-30008	51	6	of	of	ADP
fcis-30008	51	7	the	the	DET
fcis-30008	51	8	signal	signal	ADJ
fcis-30008	51	9	structure	structure	NOUN
fcis-30008	51	10	is	be	AUX
fcis-30008	51	11	measured	measure	VERB
fcis-30008	51	12	based	base	VERB
fcis-30008	51	13	on	on	ADP
fcis-30008	51	14	the	the	DET
fcis-30008	51	15	box	box	NOUN
fcis-30008	51	16	counting	counting	NOUN
fcis-30008	51	17	method	method	NOUN
fcis-30008	51	18	,	,	PUNCT
fcis-30008	51	19	and	and	CCONJ
fcis-30008	51	20	the	the	DET
fcis-30008	51	21	calculation	calculation	NOUN
fcis-30008	51	22	formula	formula	NOUN
fcis-30008	51	23	is	be	AUX
fcis-30008	51	24	as	as	SCONJ
fcis-30008	51	25	follows	follow	VERB
fcis-30008	51	26	:	:	PUNCT
fcis-30008	51	27	d	d	PROPN
fcis-30008	51	28	lim	lim	PROPN
fcis-30008	51	29	→	→	PROPN
fcis-30008	51	30	ln	ln	PROPN
fcis-30008	51	31	ln	ln	ADJ
fcis-30008	51	32	7	7	NUM
fcis-30008	51	33	where	where	SCONJ
fcis-30008	51	34	n(ε	n(ε	NOUN
fcis-30008	51	35	)	)	PUNCT
fcis-30008	51	36	denotes	denote	VERB
fcis-30008	51	37	the	the	DET
fcis-30008	51	38	number	number	NOUN
fcis-30008	51	39	of	of	ADP
fcis-30008	51	40	boxes	box	NOUN
fcis-30008	51	41	of	of	ADP
fcis-30008	51	42	the	the	DET
fcis-30008	51	43	signal	signal	NOUN
fcis-30008	51	44	at	at	ADP
fcis-30008	51	45	scale	scale	NOUN
fcis-30008	51	46	ε	ε	PROPN
fcis-30008	51	47	.	.	PUNCT
fcis-30008	52	1	the	the	DET
fcis-30008	52	2	signal	signal	ADJ
fcis-30008	52	3	complexity	complexity	NOUN
fcis-30008	52	4	is	be	AUX
fcis-30008	52	5	quantified	quantify	VERB
fcis-30008	52	6	based	base	VERB
fcis-30008	52	7	on	on	ADP
fcis-30008	52	8	the	the	DET
fcis-30008	52	9	box	box	NOUN
fcis-30008	52	10	counting	counting	NOUN
fcis-30008	52	11	method	method	NOUN
fcis-30008	52	12	,	,	PUNCT
fcis-30008	52	13	and	and	CCONJ
fcis-30008	52	14	the	the	DET
fcis-30008	52	15	complexity	complexity	NOUN
fcis-30008	52	16	of	of	ADP
fcis-30008	52	17	the	the	DET
fcis-30008	52	18	signal	signal	ADJ
fcis-30008	52	19	structure	structure	NOUN
fcis-30008	52	20	is	be	AUX
fcis-30008	52	21	improved	improve	VERB
fcis-30008	52	22	with	with	ADP
fcis-30008	52	23	the	the	DET
fcis-30008	52	24	increase	increase	NOUN
fcis-30008	52	25	of	of	ADP
fcis-30008	52	26	the	the	DET
fcis-30008	52	27	dimension	dimension	NOUN
fcis-30008	52	28	value	value	NOUN
fcis-30008	52	29	.	.	PUNCT
fcis-30008	53	1	dynamic	dynamic	ADJ
fcis-30008	53	2	threshold	threshold	NOUN
fcis-30008	53	3	generation	generation	NOUN
fcis-30008	53	4	model	model	NOUN
fcis-30008	53	5	:	:	PUNCT
fcis-30008	53	6	according	accord	VERB
fcis-30008	53	7	to	to	ADP
fcis-30008	53	8	the	the	DET
fcis-30008	53	9	lyapunov	lyapunov	ADJ
fcis-30008	53	10	exponent	exponent	NOUN
fcis-30008	53	11	and	and	CCONJ
fcis-30008	53	12	fractal	fractal	ADJ
fcis-30008	53	13	dimension	dimension	NOUN
fcis-30008	53	14	of	of	ADP
fcis-30008	53	15	each	each	DET
fcis-30008	53	16	signal	signal	NOUN
fcis-30008	53	17	,	,	PUNCT
fcis-30008	53	18	the	the	DET
fcis-30008	53	19	threshold	threshold	NOUN
fcis-30008	53	20	θ	θ	X
fcis-30008	54	1	_	_	PUNCT
fcis-30008	54	2	d	d	NOUN
fcis-30008	54	3	of	of	ADP
fcis-30008	54	4	each	each	DET
fcis-30008	54	5	signal	signal	NOUN
fcis-30008	54	6	is	be	AUX
fcis-30008	54	7	dynamically	dynamically	ADV
fcis-30008	54	8	adjusted	adjust	VERB
fcis-30008	54	9	as	as	SCONJ
fcis-30008	54	10	follows	follow	VERB
fcis-30008	54	11	:	:	PUNCT
fcis-30008	54	12	.	.	PUNCT
fcis-30008	55	1	1	1	NUM
fcis-30008	55	2	∙	∙	PUNCT
fcis-30008	55	3	∙	∙	NOUN
fcis-30008	55	4	1	1	NUM
fcis-30008	55	5	∙	∙	NOUN
fcis-30008	55	6	8	8	NUM
fcis-30008	55	7	where	where	SCONJ
fcis-30008	55	8	is	be	AUX
fcis-30008	55	9	the	the	DET
fcis-30008	55	10	initial	initial	ADJ
fcis-30008	55	11	threshold	threshold	NOUN
fcis-30008	55	12	.	.	PUNCT
fcis-30008	56	1	α	α	X
fcis-30008	56	2	.	.	PUNCT
fcis-30008	57	1	β	β	X
fcis-30008	57	2	is	be	AUX
fcis-30008	57	3	the	the	DET
fcis-30008	57	4	adjustment	adjustment	NOUN
fcis-30008	57	5	coefficient	coefficient	NOUN
fcis-30008	57	6	,	,	PUNCT
fcis-30008	57	7	when	when	SCONJ
fcis-30008	57	8	the	the	DET
fcis-30008	57	9	signal	signal	NOUN
fcis-30008	57	10	presents	present	VERB
fcis-30008	57	11	strong	strong	ADJ
fcis-30008	57	12	chaos	chaos	NOUN
fcis-30008	57	13	(	(	PUNCT
fcis-30008	57	14	λ↑	λ↑	PROPN
fcis-30008	57	15	)	)	PUNCT
fcis-30008	57	16	or	or	CCONJ
fcis-30008	57	17	high	high	ADJ
fcis-30008	57	18	complexity	complexity	NOUN
fcis-30008	57	19	(	(	PUNCT
fcis-30008	57	20	d↑	d↑	NOUN
fcis-30008	57	21	)	)	PUNCT
fcis-30008	57	22	,	,	PUNCT
fcis-30008	57	23	the	the	DET
fcis-30008	57	24	threshold	threshold	NOUN
fcis-30008	57	25	is	be	AUX
fcis-30008	57	26	automatically	automatically	ADV
fcis-30008	57	27	reduced	reduce	VERB
fcis-30008	57	28	to	to	PART
fcis-30008	57	29	enhance	enhance	VERB
fcis-30008	57	30	the	the	DET
fcis-30008	57	31	decomposition	decomposition	NOUN
fcis-30008	57	32	sensitivity	sensitivity	NOUN
fcis-30008	57	33	,	,	PUNCT
fcis-30008	57	34	so	so	SCONJ
fcis-30008	57	35	as	as	SCONJ
fcis-30008	57	36	to	to	PART
fcis-30008	57	37	ensure	ensure	VERB
fcis-30008	57	38	that	that	SCONJ
fcis-30008	57	39	the	the	DET
fcis-30008	57	40	signal	signal	NOUN
fcis-30008	57	41	can	can	AUX
fcis-30008	57	42	obtain	obtain	VERB
fcis-30008	57	43	the	the	DET
fcis-30008	57	44	optimal	optimal	ADJ
fcis-30008	57	45	component	component	NOUN
fcis-30008	57	46	reorganization	reorganization	NOUN
fcis-30008	57	47	effect	effect	NOUN
fcis-30008	57	48	under	under	ADP
fcis-30008	57	49	different	different	ADJ
fcis-30008	57	50	working	work	VERB
fcis-30008	57	51	conditions	condition	NOUN
fcis-30008	57	52	.	.	PUNCT
fcis-30008	58	1	(	(	PUNCT
fcis-30008	58	2	2	2	X
fcis-30008	58	3	)	)	PUNCT
fcis-30008	58	4	improve	improve	VERB
fcis-30008	58	5	image	image	NOUN
fcis-30008	58	6	extension	extension	NOUN
fcis-30008	58	7	the	the	DET
fcis-30008	58	8	essence	essence	NOUN
fcis-30008	58	9	of	of	ADP
fcis-30008	58	10	the	the	DET
fcis-30008	58	11	image	image	NOUN
fcis-30008	58	12	extension	extension	NOUN
fcis-30008	58	13	method	method	NOUN
fcis-30008	58	14	is	be	AUX
fcis-30008	58	15	to	to	PART
fcis-30008	58	16	symmetrically	symmetrically	ADV
fcis-30008	58	17	extend	extend	VERB
fcis-30008	58	18	the	the	DET
fcis-30008	58	19	original	original	ADJ
fcis-30008	58	20	signal	signal	NOUN
fcis-30008	58	21	into	into	ADP
fcis-30008	58	22	a	a	DET
fcis-30008	58	23	closed	closed	ADJ
fcis-30008	58	24	ring	ring	NOUN
fcis-30008	58	25	signal	signal	NOUN
fcis-30008	58	26	,	,	PUNCT
fcis-30008	58	27	which	which	PRON
fcis-30008	58	28	fundamentally	fundamentally	ADV
fcis-30008	58	29	avoids	avoid	VERB
fcis-30008	58	30	the	the	DET
fcis-30008	58	31	endpoint	endpoint	NOUN
fcis-30008	58	32	effect	effect	NOUN
fcis-30008	59	1	[	[	X
fcis-30008	59	2	9	9	NUM
fcis-30008	59	3	]	]	PUNCT
fcis-30008	59	4	,	,	PUNCT
fcis-30008	59	5	but	but	CCONJ
fcis-30008	59	6	it	it	PRON
fcis-30008	59	7	is	be	AUX
fcis-30008	59	8	easy	easy	ADJ
fcis-30008	59	9	to	to	PART
fcis-30008	59	10	introduce	introduce	VERB
fcis-30008	59	11	distortion	distortion	NOUN
fcis-30008	59	12	in	in	ADP
fcis-30008	59	13	asymmetric	asymmetric	ADJ
fcis-30008	59	14	signals	signal	NOUN
fcis-30008	59	15	.	.	PUNCT
fcis-30008	60	1	a	a	DET
fcis-30008	60	2	three	three	NUM
fcis-30008	60	3	-	-	PUNCT
fcis-30008	60	4	stage	stage	NOUN
fcis-30008	60	5	optimization	optimization	NOUN
fcis-30008	60	6	scheme	scheme	NOUN
fcis-30008	60	7	is	be	AUX
fcis-30008	60	8	proposed	propose	VERB
fcis-30008	60	9	:	:	PUNCT
fcis-30008	60	10	1	1	X
fcis-30008	60	11	.	.	PUNCT
fcis-30008	60	12	bidirectional	bidirectional	ADJ
fcis-30008	60	13	extension	extension	NOUN
fcis-30008	60	14	:	:	PUNCT
fcis-30008	60	15	bidirectional	bidirectional	ADJ
fcis-30008	60	16	image	image	NOUN
fcis-30008	60	17	expansion	expansion	NOUN
fcis-30008	60	18	of	of	ADP
fcis-30008	60	19	the	the	DET
fcis-30008	60	20	original	original	ADJ
fcis-30008	60	21	signal	signal	NOUN
fcis-30008	60	22	x(t	x(t	PROPN
fcis-30008	60	23	)	)	PUNCT
fcis-30008	60	24	generates	generate	VERB
fcis-30008	60	25	x'(t	x'(t	ADV
fcis-30008	60	26	)	)	PUNCT
fcis-30008	60	27	,	,	PUNCT
fcis-30008	60	28	forms	form	VERB
fcis-30008	60	29	a	a	DET
fcis-30008	60	30	ring	ring	NOUN
fcis-30008	60	31	structure	structure	NOUN
fcis-30008	60	32	to	to	PART
fcis-30008	60	33	eliminate	eliminate	VERB
fcis-30008	60	34	the	the	DET
fcis-30008	60	35	endpoints	endpoint	NOUN
fcis-30008	60	36	;	;	PUNCT
fcis-30008	60	37	2	2	X
fcis-30008	60	38	.	.	X
fcis-30008	60	39	waveform	waveform	NOUN
fcis-30008	60	40	symmetry	symmetry	NOUN
fcis-30008	60	41	correction	correction	NOUN
fcis-30008	60	42	:	:	PUNCT
fcis-30008	60	43	the	the	DET
fcis-30008	60	44	time	time	NOUN
fcis-30008	60	45	-	-	PUNCT
fcis-30008	60	46	domain	domain	NOUN
fcis-30008	60	47	flipping	flipping	NOUN
fcis-30008	60	48	process	process	NOUN
fcis-30008	60	49	is	be	AUX
fcis-30008	60	50	carried	carry	VERB
fcis-30008	60	51	out	out	ADP
fcis-30008	60	52	on	on	ADP
fcis-30008	60	53	the	the	DET
fcis-30008	60	54	extension	extension	NOUN
fcis-30008	60	55	section	section	NOUN
fcis-30008	60	56	to	to	ADP
fcis-30008	60	57	43	43	NUM
fcis-30008	60	58	eliminate	eliminate	VERB
fcis-30008	60	59	the	the	DET
fcis-30008	60	60	sudden	sudden	ADJ
fcis-30008	60	61	trend	trend	NOUN
fcis-30008	60	62	change	change	NOUN
fcis-30008	60	63	;	;	PUNCT
fcis-30008	60	64	3	3	X
fcis-30008	60	65	.	.	X
fcis-30008	60	66	cosine	cosine	NOUN
fcis-30008	60	67	smoothing	smoothing	NOUN
fcis-30008	60	68	:	:	PUNCT
fcis-30008	60	69	the	the	DET
fcis-30008	60	70	ascending	ascend	VERB
fcis-30008	60	71	cosine	cosine	NOUN
fcis-30008	60	72	function	function	NOUN
fcis-30008	60	73	is	be	AUX
fcis-30008	60	74	used	use	VERB
fcis-30008	60	75	to	to	PART
fcis-30008	60	76	weighted	weight	VERB
fcis-30008	60	77	the	the	DET
fcis-30008	60	78	fusion	fusion	NOUN
fcis-30008	60	79	extension	extension	NOUN
fcis-30008	60	80	section	section	NOUN
fcis-30008	60	81	:	:	PUNCT
fcis-30008	60	82	1	1	NUM
fcis-30008	60	83	9	9	NUM
fcis-30008	60	84	as	as	SCONJ
fcis-30008	60	85	shown	show	VERB
fcis-30008	60	86	in	in	ADP
fcis-30008	60	87	figure	figure	NOUN
fcis-30008	60	88	1	1	NUM
fcis-30008	60	89	,	,	PUNCT
fcis-30008	60	90	a	a	DET
fcis-30008	60	91	comparison	comparison	NOUN
fcis-30008	60	92	between	between	ADP
fcis-30008	60	93	the	the	DET
fcis-30008	60	94	normal	normal	ADJ
fcis-30008	60	95	image	image	NOUN
fcis-30008	60	96	extension	extension	NOUN
fcis-30008	60	97	and	and	CCONJ
fcis-30008	60	98	the	the	DET
fcis-30008	60	99	improved	improved	ADJ
fcis-30008	60	100	image	image	NOUN
fcis-30008	60	101	extension	extension	NOUN
fcis-30008	60	102	,	,	PUNCT
fcis-30008	60	103	it	it	PRON
fcis-30008	60	104	can	can	AUX
fcis-30008	60	105	be	be	AUX
fcis-30008	60	106	seen	see	VERB
fcis-30008	60	107	that	that	SCONJ
fcis-30008	60	108	the	the	DET
fcis-30008	60	109	smooth	smooth	ADJ
fcis-30008	60	110	transition	transition	NOUN
fcis-30008	60	111	at	at	ADP
fcis-30008	60	112	the	the	DET
fcis-30008	60	113	endpoint	endpoint	NOUN
fcis-30008	60	114	connection	connection	NOUN
fcis-30008	60	115	does	do	AUX
fcis-30008	60	116	not	not	PART
fcis-30008	60	117	produce	produce	VERB
fcis-30008	60	118	deformities	deformity	NOUN
fcis-30008	60	119	.	.	PUNCT
fcis-30008	61	1	figure	figure	NOUN
fcis-30008	61	2	1	1	NUM
fcis-30008	61	3	.	.	PUNCT
fcis-30008	61	4	comparison	comparison	NOUN
fcis-30008	61	5	of	of	ADP
fcis-30008	61	6	image	image	NOUN
fcis-30008	61	7	extensions	extension	NOUN
fcis-30008	61	8	figure	figure	NOUN
fcis-30008	61	9	2	2	NUM
fcis-30008	61	10	shows	show	VERB
fcis-30008	61	11	the	the	DET
fcis-30008	61	12	original	original	ADJ
fcis-30008	61	13	signal	signal	NOUN
fcis-30008	61	14	decomposed	decompose	VERB
fcis-30008	61	15	using	use	VERB
fcis-30008	61	16	sgmd	sgmd	NOUN
fcis-30008	61	17	and	and	CCONJ
fcis-30008	61	18	the	the	DET
fcis-30008	61	19	signal	signal	NOUN
fcis-30008	61	20	processed	process	VERB
fcis-30008	61	21	using	use	VERB
fcis-30008	61	22	improved	improve	VERB
fcis-30008	61	23	image	image	NOUN
fcis-30008	61	24	extension	extension	NOUN
fcis-30008	61	25	.	.	PUNCT
fcis-30008	62	1	(	(	PUNCT
fcis-30008	62	2	a	a	X
fcis-30008	62	3	)	)	PUNCT
fcis-30008	62	4	improved	improved	ADJ
fcis-30008	62	5	image	image	NOUN
fcis-30008	62	6	extension	extension	NOUN
fcis-30008	62	7	is	be	AUX
fcis-30008	62	8	not	not	PART
fcis-30008	62	9	used	use	VERB
fcis-30008	62	10	(	(	PUNCT
fcis-30008	62	11	b	b	NOUN
fcis-30008	62	12	)	)	PUNCT
fcis-30008	62	13	improve	improve	VERB
fcis-30008	62	14	image	image	NOUN
fcis-30008	62	15	extension	extension	NOUN
fcis-30008	62	16	figure	figure	NOUN
fcis-30008	62	17	2	2	NUM
fcis-30008	62	18	.	.	PUNCT
fcis-30008	62	19	break	break	VERB
fcis-30008	62	20	down	down	ADP
fcis-30008	62	21	the	the	DET
fcis-30008	62	22	contrasts	contrast	NOUN
fcis-30008	62	23	it	it	PRON
fcis-30008	62	24	can	can	AUX
fcis-30008	62	25	be	be	AUX
fcis-30008	62	26	seen	see	VERB
fcis-30008	62	27	that	that	SCONJ
fcis-30008	62	28	the	the	DET
fcis-30008	62	29	component	component	NOUN
fcis-30008	62	30	endpoint	endpoint	NOUN
fcis-30008	62	31	effect	effect	NOUN
fcis-30008	62	32	of	of	ADP
fcis-30008	62	33	the	the	DET
fcis-30008	62	34	decomposition	decomposition	NOUN
fcis-30008	62	35	after	after	SCONJ
fcis-30008	62	36	image	image	NOUN
fcis-30008	62	37	extension	extension	NOUN
fcis-30008	62	38	is	be	AUX
fcis-30008	62	39	significantly	significantly	ADV
fcis-30008	62	40	improved	improve	VERB
fcis-30008	62	41	,	,	PUNCT
fcis-30008	62	42	which	which	PRON
fcis-30008	62	43	improves	improve	VERB
fcis-30008	62	44	the	the	DET
fcis-30008	62	45	robustness	robustness	NOUN
fcis-30008	62	46	of	of	ADP
fcis-30008	62	47	the	the	DET
fcis-30008	62	48	decomposition	decomposition	NOUN
fcis-30008	62	49	algorithm	algorithm	NOUN
fcis-30008	62	50	,	,	PUNCT
fcis-30008	62	51	which	which	PRON
fcis-30008	62	52	is	be	AUX
fcis-30008	62	53	helpful	helpful	ADJ
fcis-30008	62	54	to	to	PART
fcis-30008	62	55	retain	retain	VERB
fcis-30008	62	56	the	the	DET
fcis-30008	62	57	key	key	ADJ
fcis-30008	62	58	features	feature	NOUN
fcis-30008	62	59	of	of	ADP
fcis-30008	62	60	the	the	DET
fcis-30008	62	61	signal	signal	NOUN
fcis-30008	62	62	in	in	ADP
fcis-30008	62	63	the	the	DET
fcis-30008	62	64	subsequent	subsequent	ADJ
fcis-30008	62	65	actual	actual	ADJ
fcis-30008	62	66	signal	signal	NOUN
fcis-30008	62	67	decomposition	decomposition	NOUN
fcis-30008	62	68	process	process	NOUN
fcis-30008	62	69	,	,	PUNCT
fcis-30008	62	70	and	and	CCONJ
fcis-30008	62	71	also	also	ADV
fcis-30008	62	72	provides	provide	VERB
fcis-30008	62	73	reliability	reliability	NOUN
fcis-30008	62	74	for	for	ADP
fcis-30008	62	75	subsequent	subsequent	ADJ
fcis-30008	62	76	reconstruction	reconstruction	NOUN
fcis-30008	62	77	and	and	CCONJ
fcis-30008	62	78	analysis	analysis	NOUN
fcis-30008	62	79	.	.	PUNCT
fcis-30008	63	1	it	it	PRON
fcis-30008	63	2	is	be	AUX
fcis-30008	63	3	worth	worth	ADJ
fcis-30008	63	4	noting	note	VERB
fcis-30008	63	5	that	that	SCONJ
fcis-30008	63	6	the	the	DET
fcis-30008	63	7	waveform	waveform	NOUN
fcis-30008	63	8	of	of	ADP
fcis-30008	63	9	the	the	DET
fcis-30008	63	10	two	two	NUM
fcis-30008	63	11	decomposition	decomposition	NOUN
fcis-30008	63	12	components	component	NOUN
fcis-30008	63	13	of	of	ADP
fcis-30008	63	14	the	the	DET
fcis-30008	63	15	same	same	ADJ
fcis-30008	63	16	signal	signal	NOUN
fcis-30008	63	17	is	be	AUX
fcis-30008	63	18	not	not	PART
fcis-30008	63	19	synchronized	synchronize	VERB
fcis-30008	63	20	,	,	PUNCT
fcis-30008	63	21	which	which	PRON
fcis-30008	63	22	is	be	AUX
fcis-30008	63	23	caused	cause	VERB
fcis-30008	63	24	by	by	ADP
fcis-30008	63	25	the	the	DET
fcis-30008	63	26	change	change	NOUN
fcis-30008	63	27	of	of	ADP
fcis-30008	63	28	the	the	DET
fcis-30008	63	29	length	length	NOUN
fcis-30008	63	30	of	of	ADP
fcis-30008	63	31	the	the	DET
fcis-30008	63	32	decomposition	decomposition	NOUN
fcis-30008	63	33	signal	signal	NOUN
fcis-30008	63	34	under	under	ADP
fcis-30008	63	35	the	the	DET
fcis-30008	63	36	image	image	NOUN
fcis-30008	63	37	extension	extension	NOUN
fcis-30008	63	38	,	,	PUNCT
fcis-30008	63	39	and	and	CCONJ
fcis-30008	63	40	does	do	AUX
fcis-30008	63	41	not	not	PART
fcis-30008	63	42	change	change	VERB
fcis-30008	63	43	the	the	DET
fcis-30008	63	44	frequency	frequency	NOUN
fcis-30008	63	45	and	and	CCONJ
fcis-30008	63	46	other	other	ADJ
fcis-30008	63	47	characteristics	characteristic	NOUN
fcis-30008	63	48	of	of	ADP
fcis-30008	63	49	the	the	DET
fcis-30008	63	50	signal	signal	NOUN
fcis-30008	63	51	,	,	PUNCT
fcis-30008	63	52	which	which	PRON
fcis-30008	63	53	does	do	AUX
fcis-30008	63	54	not	not	PART
fcis-30008	63	55	affect	affect	VERB
fcis-30008	63	56	the	the	DET
fcis-30008	63	57	results	result	NOUN
fcis-30008	63	58	.	.	PUNCT
fcis-30008	64	1	2.3	2.3	NUM
fcis-30008	64	2	.	.	PUNCT
fcis-30008	64	3	signal	signal	ADJ
fcis-30008	64	4	reconstruction	reconstruction	NOUN
fcis-30008	64	5	according	accord	VERB
fcis-30008	64	6	to	to	ADP
fcis-30008	64	7	the	the	DET
fcis-30008	64	8	entropy	entropy	PROPN
fcis-30008	64	9	value	value	NOUN
fcis-30008	64	10	theory	theory	NOUN
fcis-30008	64	11	,	,	PUNCT
fcis-30008	64	12	the	the	DET
fcis-30008	64	13	composite	composite	ADJ
fcis-30008	64	14	multiscale	multiscale	NOUN
fcis-30008	64	15	entropy	entropy	NOUN
fcis-30008	64	16	(	(	PUNCT
fcis-30008	64	17	cmsd	cmsd	NOUN
fcis-30008	64	18	)	)	PUNCT
fcis-30008	64	19	is	be	AUX
fcis-30008	64	20	used	use	VERB
fcis-30008	64	21	to	to	PART
fcis-30008	64	22	capture	capture	VERB
fcis-30008	64	23	the	the	DET
fcis-30008	64	24	multi	multi	ADJ
fcis-30008	64	25	-	-	ADJ
fcis-30008	64	26	level	level	ADJ
fcis-30008	64	27	changes	change	NOUN
fcis-30008	64	28	of	of	ADP
fcis-30008	64	29	the	the	DET
fcis-30008	64	30	signal	signal	NOUN
fcis-30008	64	31	through	through	ADP
fcis-30008	64	32	the	the	DET
fcis-30008	64	33	multi	multi	ADJ
fcis-30008	64	34	-	-	ADJ
fcis-30008	64	35	scale	scale	ADJ
fcis-30008	64	36	entropy	entropy	NOUN
fcis-30008	64	37	value	value	NOUN
fcis-30008	64	38	,	,	PUNCT
fcis-30008	64	39	deal	deal	VERB
fcis-30008	64	40	with	with	ADP
fcis-30008	64	41	the	the	DET
fcis-30008	64	42	transient	transient	ADJ
fcis-30008	64	43	changes	change	NOUN
fcis-30008	64	44	or	or	CCONJ
fcis-30008	64	45	prominent	prominent	ADJ
fcis-30008	64	46	peaks	peak	NOUN
fcis-30008	64	47	in	in	ADP
fcis-30008	64	48	the	the	DET
fcis-30008	64	49	signal	signal	ADJ
fcis-30008	64	50	components	component	NOUN
fcis-30008	64	51	,	,	PUNCT
fcis-30008	64	52	and	and	CCONJ
fcis-30008	64	53	select	select	VERB
fcis-30008	64	54	the	the	DET
fcis-30008	64	55	effective	effective	ADJ
fcis-30008	64	56	components	component	NOUN
fcis-30008	64	57	.	.	PUNCT
fcis-30008	65	1	as	as	ADP
fcis-30008	65	2	an	an	DET
fcis-30008	65	3	entropy	entropy	NOUN
fcis-30008	65	4	measurement	measurement	NOUN
fcis-30008	65	5	method	method	NOUN
fcis-30008	65	6	based	base	VERB
fcis-30008	65	7	on	on	ADP
fcis-30008	65	8	signal	signal	ADJ
fcis-30008	65	9	multiscale	multiscale	ADJ
fcis-30008	65	10	analysis	analysis	NOUN
fcis-30008	65	11	,	,	PUNCT
fcis-30008	65	12	compound	compound	NOUN
fcis-30008	65	13	multi	multi	ADJ
fcis-30008	65	14	-	-	ADJ
fcis-30008	65	15	scale	scale	ADJ
fcis-30008	65	16	dispersion	dispersion	NOUN
fcis-30008	65	17	entropy	entropy	NOUN
fcis-30008	65	18	aims	aim	VERB
fcis-30008	65	19	to	to	PART
fcis-30008	65	20	measure	measure	VERB
fcis-30008	65	21	the	the	DET
fcis-30008	65	22	complexity	complexity	NOUN
fcis-30008	65	23	and	and	CCONJ
fcis-30008	65	24	uncertainty	uncertainty	NOUN
fcis-30008	65	25	of	of	ADP
fcis-30008	65	26	signals	signal	NOUN
fcis-30008	65	27	at	at	ADP
fcis-30008	65	28	different	different	ADJ
fcis-30008	65	29	scales	scale	NOUN
fcis-30008	65	30	.	.	PUNCT
fcis-30008	66	1	capturing	capture	VERB
fcis-30008	66	2	the	the	DET
fcis-30008	66	3	multi	multi	ADJ
fcis-30008	66	4	-	-	ADJ
fcis-30008	66	5	level	level	ADJ
fcis-30008	66	6	changes	change	NOUN
fcis-30008	66	7	of	of	ADP
fcis-30008	66	8	the	the	DET
fcis-30008	66	9	signal	signal	NOUN
fcis-30008	66	10	from	from	ADP
fcis-30008	66	11	a	a	DET
fcis-30008	66	12	multi	multi	ADJ
fcis-30008	66	13	-	-	ADJ
fcis-30008	66	14	scale	scale	ADJ
fcis-30008	66	15	perspective	perspective	NOUN
fcis-30008	66	16	has	have	VERB
fcis-30008	66	17	the	the	DET
fcis-30008	66	18	advantage	advantage	NOUN
fcis-30008	66	19	of	of	ADP
fcis-30008	66	20	interpreting	interpret	VERB
fcis-30008	66	21	the	the	DET
fcis-30008	66	22	local	local	ADJ
fcis-30008	66	23	and	and	CCONJ
fcis-30008	66	24	global	global	ADJ
fcis-30008	66	25	characteristics	characteristic	NOUN
fcis-30008	66	26	of	of	ADP
fcis-30008	66	27	the	the	DET
fcis-30008	66	28	signal	signal	NOUN
fcis-30008	66	29	at	at	ADP
fcis-30008	66	30	different	different	ADJ
fcis-30008	66	31	scales	scale	NOUN
fcis-30008	66	32	,	,	PUNCT
fcis-30008	66	33	and	and	CCONJ
fcis-30008	66	34	is	be	AUX
fcis-30008	66	35	more	more	ADV
fcis-30008	66	36	effective	effective	ADJ
fcis-30008	66	37	for	for	ADP
fcis-30008	66	38	the	the	DET
fcis-30008	66	39	non	non	ADJ
fcis-30008	66	40	-	-	ADJ
fcis-30008	66	41	stationary	stationary	ADJ
fcis-30008	66	42	signal	signal	NOUN
fcis-30008	66	43	of	of	ADP
fcis-30008	66	44	the	the	DET
fcis-30008	66	45	acoustic	acoustic	ADJ
fcis-30008	66	46	emission	emission	NOUN
fcis-30008	66	47	signal	signal	NOUN
fcis-30008	66	48	.	.	PUNCT
fcis-30008	67	1	(	(	PUNCT
fcis-30008	67	2	1	1	X
fcis-30008	67	3	)	)	PUNCT
fcis-30008	67	4	dispersion	dispersion	NOUN
fcis-30008	67	5	entropy	entropy	NOUN
fcis-30008	67	6	calculation	calculation	NOUN
fcis-30008	67	7	:	:	PUNCT
fcis-30008	67	8	the	the	DET
fcis-30008	67	9	phase	phase	NOUN
fcis-30008	67	10	space	space	NOUN
fcis-30008	67	11	of	of	ADP
fcis-30008	67	12	the	the	DET
fcis-30008	67	13	component	component	NOUN
fcis-30008	67	14	signal	signal	NOUN
fcis-30008	67	15	x(t	x(t	PROPN
fcis-30008	67	16	)	)	PUNCT
fcis-30008	67	17	is	be	AUX
fcis-30008	67	18	reconstructed	reconstruct	VERB
fcis-30008	67	19	to	to	PART
fcis-30008	67	20	generate	generate	VERB
fcis-30008	67	21	an	an	DET
fcis-30008	67	22	embedding	embed	VERB
fcis-30008	67	23	matrix	matrix	NOUN
fcis-30008	67	24	:	:	PUNCT
fcis-30008	67	25	,	,	PUNCT
fcis-30008	67	26	1	1	NUM
fcis-30008	67	27	,	,	PUNCT
fcis-30008	67	28	…	…	PUNCT
fcis-30008	67	29	,	,	PUNCT
fcis-30008	67	30	1	1	NUM
fcis-30008	67	31	10	10	NUM
fcis-30008	67	32	(	(	PUNCT
fcis-30008	67	33	2	2	NUM
fcis-30008	67	34	)	)	PUNCT
fcis-30008	67	35	calculate	calculate	NOUN
fcis-30008	67	36	the	the	DET
fcis-30008	67	37	window	window	NOUN
fcis-30008	67	38	divergence	divergence	NOUN
fcis-30008	67	39	value	value	NOUN
fcis-30008	67	40	:	:	PUNCT
fcis-30008	67	41	divergence	divergence	ADJ
fcis-30008	67	42	measurements	measurement	NOUN
fcis-30008	67	43	are	be	AUX
fcis-30008	67	44	performed	perform	VERB
fcis-30008	67	45	on	on	ADP
fcis-30008	67	46	the	the	DET
fcis-30008	67	47	embedding	embed	VERB
fcis-30008	67	48	matrix	matrix	NOUN
fcis-30008	67	49	to	to	PART
fcis-30008	67	50	calculate	calculate	VERB
fcis-30008	67	51	the	the	DET
fcis-30008	67	52	divergence	divergence	NOUN
fcis-30008	67	53	within	within	ADP
fcis-30008	67	54	each	each	DET
fcis-30008	67	55	window	window	NOUN
fcis-30008	67	56	:	:	PUNCT
fcis-30008	67	57	d	d	ADP
fcis-30008	67	58	1	1	NUM
fcis-30008	67	59	‖	‖	PROPN
fcis-30008	67	60	‖	‖	PROPN
fcis-30008	67	61	11	11	NUM
fcis-30008	67	62	where	where	SCONJ
fcis-30008	67	63	a	a	DET
fcis-30008	67	64	=	=	NOUN
fcis-30008	67	65	n	n	X
fcis-30008	67	66	-	-	PUNCT
fcis-30008	67	67	m+1	m+1	X
fcis-30008	67	68	.	.	PUNCT
fcis-30008	68	1	(	(	PUNCT
fcis-30008	68	2	3	3	X
fcis-30008	68	3	)	)	PUNCT
fcis-30008	68	4	calculate	calculate	NOUN
fcis-30008	68	5	the	the	DET
fcis-30008	68	6	entropy	entropy	NOUN
fcis-30008	68	7	value	value	NOUN
fcis-30008	68	8	by	by	ADP
fcis-30008	68	9	probability	probability	NOUN
fcis-30008	68	10	distribution	distribution	NOUN
fcis-30008	68	11	:	:	PUNCT
fcis-30008	68	12	log	log	NOUN
fcis-30008	68	13	12	12	NUM
fcis-30008	68	14	where	where	SCONJ
fcis-30008	68	15	is	be	AUX
fcis-30008	68	16	the	the	DET
fcis-30008	68	17	probability	probability	NOUN
fcis-30008	68	18	of	of	ADP
fcis-30008	68	19	each	each	DET
fcis-30008	68	20	divergence	divergence	NOUN
fcis-30008	68	21	value	value	NOUN
fcis-30008	68	22	.	.	PUNCT
fcis-30008	69	1	(	(	PUNCT
fcis-30008	69	2	4	4	X
fcis-30008	69	3	)	)	PUNCT
fcis-30008	69	4	multi	multi	ADJ
fcis-30008	69	5	-	-	ADJ
fcis-30008	69	6	scale	scale	ADJ
fcis-30008	69	7	fusion	fusion	NOUN
fcis-30008	69	8	:	:	PUNCT
fcis-30008	69	9	the	the	DET
fcis-30008	69	10	dispersion	dispersion	NOUN
fcis-30008	69	11	entropy	entropy	NOUN
fcis-30008	69	12	is	be	AUX
fcis-30008	69	13	calculated	calculate	VERB
fcis-30008	69	14	in	in	ADP
fcis-30008	69	15	the	the	DET
fcis-30008	69	16	range	range	NOUN
fcis-30008	69	17	of	of	ADP
fcis-30008	69	18	scale	scale	NOUN
fcis-30008	69	19	s=1	s=1	X
fcis-30008	69	20	to	to	ADP
fcis-30008	69	21	s	s	PRON
fcis-30008	69	22	,	,	PUNCT
fcis-30008	69	23	and	and	CCONJ
fcis-30008	69	24	the	the	DET
fcis-30008	69	25	composite	composite	ADJ
fcis-30008	69	26	entropy	entropy	NOUN
fcis-30008	69	27	value	value	NOUN
fcis-30008	69	28	is	be	AUX
fcis-30008	69	29	weighted	weight	VERB
fcis-30008	69	30	to	to	PART
fcis-30008	69	31	be	be	AUX
fcis-30008	69	32	generated	generate	VERB
fcis-30008	69	33	:	:	PUNCT
fcis-30008	69	34	1	1	NUM
fcis-30008	69	35	13	13	NUM
fcis-30008	69	36	(	(	PUNCT
fcis-30008	69	37	5	5	NUM
fcis-30008	69	38	)	)	PUNCT
fcis-30008	69	39	threshold	threshold	NOUN
fcis-30008	69	40	screening	screening	NOUN
fcis-30008	69	41	:	:	PUNCT
fcis-30008	69	42	calculate	calculate	VERB
fcis-30008	69	43	the	the	DET
fcis-30008	69	44	mean	mean	ADJ
fcis-30008	69	45	entropy	entropy	NOUN
fcis-30008	69	46	of	of	ADP
fcis-30008	69	47	all	all	DET
fcis-30008	69	48	components	component	NOUN
fcis-30008	69	49	threshold	threshold	NOUN
fcis-30008	69	50	as	as	ADP
fcis-30008	69	51	the	the	DET
fcis-30008	69	52	baseline	baseline	NOUN
fcis-30008	69	53	threshold	threshold	NOUN
fcis-30008	69	54	:	:	PUNCT
fcis-30008	69	55	threshold	threshold	NOUN
fcis-30008	69	56	∑	∑	PROPN
fcis-30008	69	57	14	14	NUM
fcis-30008	69	58	according	accord	VERB
fcis-30008	69	59	to	to	ADP
fcis-30008	69	60	the	the	DET
fcis-30008	69	61	entropy	entropy	NOUN
fcis-30008	69	62	theory	theory	NOUN
fcis-30008	69	63	[	[	X
fcis-30008	69	64	10	10	NUM
fcis-30008	69	65	]	]	X
fcis-30008	69	66	:	:	PUNCT
fcis-30008	69	67	the	the	DET
fcis-30008	69	68	smaller	small	ADJ
fcis-30008	69	69	the	the	DET
fcis-30008	69	70	entropy	entropy	NOUN
fcis-30008	69	71	,	,	PUNCT
fcis-30008	69	72	the	the	PRON
fcis-30008	69	73	lower	low	ADJ
fcis-30008	69	74	the	the	DET
fcis-30008	69	75	uncertainty	uncertainty	NOUN
fcis-30008	69	76	of	of	ADP
fcis-30008	69	77	the	the	DET
fcis-30008	69	78	system	system	NOUN
fcis-30008	69	79	and	and	CCONJ
fcis-30008	69	80	the	the	DET
fcis-30008	69	81	more	more	ADJ
fcis-30008	69	82	information	information	NOUN
fcis-30008	69	83	it	it	PRON
fcis-30008	69	84	contains	contain	VERB
fcis-30008	69	85	,	,	PUNCT
fcis-30008	69	86	that	that	ADV
fcis-30008	69	87	is	is	ADV
fcis-30008	69	88	,	,	PUNCT
fcis-30008	69	89	the	the	PRON
fcis-30008	69	90	smaller	small	ADJ
fcis-30008	69	91	the	the	DET
fcis-30008	69	92	entropy	entropy	NOUN
fcis-30008	69	93	value	value	NOUN
fcis-30008	69	94	,	,	PUNCT
fcis-30008	69	95	the	the	DET
fcis-30008	69	96	more	more	ADV
fcis-30008	69	97	"	"	PUNCT
fcis-30008	69	98	useful	useful	ADJ
fcis-30008	69	99	"	"	PUNCT
fcis-30008	69	100	or	or	CCONJ
fcis-30008	69	101	"	"	PUNCT
fcis-30008	69	102	orderly	orderly	ADJ
fcis-30008	69	103	"	"	PUNCT
fcis-30008	69	104	the	the	DET
fcis-30008	69	105	information	information	NOUN
fcis-30008	69	106	in	in	ADP
fcis-30008	69	107	the	the	DET
fcis-30008	69	108	system	system	NOUN
fcis-30008	69	109	can	can	AUX
fcis-30008	69	110	better	well	ADV
fcis-30008	69	111	help	help	VERB
fcis-30008	69	112	understand	understand	VERB
fcis-30008	69	113	or	or	CCONJ
fcis-30008	69	114	predict	predict	VERB
fcis-30008	69	115	the	the	DET
fcis-30008	69	116	characteristics	characteristic	NOUN
fcis-30008	69	117	of	of	ADP
fcis-30008	69	118	the	the	DET
fcis-30008	69	119	system	system	NOUN
fcis-30008	69	120	.	.	PUNCT
fcis-30008	70	1	therefore	therefore	ADV
fcis-30008	70	2	,	,	PUNCT
fcis-30008	70	3	the	the	DET
fcis-30008	70	4	benchmark	benchmark	NOUN
fcis-30008	70	5	threshold	threshold	NOUN
fcis-30008	70	6	is	be	AUX
fcis-30008	70	7	taken	take	VERB
fcis-30008	70	8	as	as	ADP
fcis-30008	70	9	the	the	DET
fcis-30008	70	10	filter	filter	NOUN
fcis-30008	70	11	condition	condition	NOUN
fcis-30008	70	12	,	,	PUNCT
fcis-30008	70	13	and	and	CCONJ
fcis-30008	70	14	the	the	DET
fcis-30008	70	15	components	component	NOUN
fcis-30008	70	16	that	that	PRON
fcis-30008	70	17	meet	meet	VERB
fcis-30008	70	18	the	the	PRON
fcis-30008	70	19	are	be	AUX
fcis-30008	70	20	retained	retain	VERB
fcis-30008	70	21	(	(	PUNCT
fcis-30008	70	22	low	low	ADJ
fcis-30008	70	23	entropy	entropy	NOUN
fcis-30008	70	24	value	value	NOUN
fcis-30008	70	25	represents	represent	VERB
fcis-30008	70	26	high	high	ADJ
fcis-30008	70	27	information	information	NOUN
fcis-30008	70	28	ordering	ordering	NOUN
fcis-30008	70	29	)	)	PUNCT
fcis-30008	70	30	,	,	PUNCT
fcis-30008	70	31	and	and	CCONJ
fcis-30008	70	32	the	the	DET
fcis-30008	70	33	high	high	ADJ
fcis-30008	70	34	entropy	entropy	NOUN
fcis-30008	70	35	noise	noise	NOUN
fcis-30008	70	36	component	component	NOUN
fcis-30008	70	37	44	44	NUM
fcis-30008	70	38	is	be	AUX
fcis-30008	70	39	eliminated	eliminate	VERB
fcis-30008	70	40	.	.	PUNCT
fcis-30008	71	1	3	3	X
fcis-30008	71	2	.	.	X
fcis-30008	71	3	experimental	experimental	ADJ
fcis-30008	71	4	analysis	analysis	NOUN
fcis-30008	71	5	in	in	ADP
fcis-30008	71	6	order	order	NOUN
fcis-30008	71	7	to	to	PART
fcis-30008	71	8	verify	verify	VERB
fcis-30008	71	9	the	the	DET
fcis-30008	71	10	effectiveness	effectiveness	NOUN
fcis-30008	71	11	and	and	CCONJ
fcis-30008	71	12	robustness	robustness	NOUN
fcis-30008	71	13	of	of	ADP
fcis-30008	71	14	the	the	DET
fcis-30008	71	15	improved	improved	ADJ
fcis-30008	71	16	sgmd	sgmd	NOUN
fcis-30008	71	17	(	(	PUNCT
fcis-30008	71	18	isgmd	isgmd	NOUN
fcis-30008	71	19	)	)	PUNCT
fcis-30008	71	20	algorithm	algorithm	NOUN
fcis-30008	71	21	,	,	PUNCT
fcis-30008	71	22	experimental	experimental	ADJ
fcis-30008	71	23	analysis	analysis	NOUN
fcis-30008	71	24	of	of	ADP
fcis-30008	71	25	simulated	simulated	ADJ
fcis-30008	71	26	signals	signal	NOUN
fcis-30008	71	27	and	and	CCONJ
fcis-30008	71	28	actual	actual	ADJ
fcis-30008	71	29	bearing	bearing	NOUN
fcis-30008	71	30	signals	signal	NOUN
fcis-30008	71	31	is	be	AUX
fcis-30008	71	32	carried	carry	VERB
fcis-30008	71	33	out	out	ADP
fcis-30008	71	34	.	.	PUNCT
fcis-30008	72	1	the	the	DET
fcis-30008	72	2	experimental	experimental	ADJ
fcis-30008	72	3	part	part	NOUN
fcis-30008	72	4	aims	aim	VERB
fcis-30008	72	5	to	to	PART
fcis-30008	72	6	compare	compare	VERB
fcis-30008	72	7	the	the	DET
fcis-30008	72	8	performance	performance	NOUN
fcis-30008	72	9	of	of	ADP
fcis-30008	72	10	isgmd	isgmd	NOUN
fcis-30008	72	11	with	with	ADP
fcis-30008	72	12	traditional	traditional	ADJ
fcis-30008	72	13	empirical	empirical	ADJ
fcis-30008	72	14	mode	mode	NOUN
fcis-30008	72	15	decomposition	decomposition	NOUN
fcis-30008	72	16	(	(	PUNCT
fcis-30008	72	17	emd	emd	PROPN
fcis-30008	72	18	)	)	PUNCT
fcis-30008	72	19	and	and	CCONJ
fcis-30008	72	20	variational	variational	ADJ
fcis-30008	72	21	mode	mode	NOUN
fcis-30008	72	22	decomposition	decomposition	NOUN
fcis-30008	72	23	(	(	PUNCT
fcis-30008	72	24	vmd	vmd	NOUN
fcis-30008	72	25	)	)	PUNCT
fcis-30008	72	26	algorithms	algorithm	NOUN
fcis-30008	72	27	,	,	PUNCT
fcis-30008	72	28	especially	especially	ADV
fcis-30008	72	29	in	in	ADP
fcis-30008	72	30	dealing	deal	VERB
fcis-30008	72	31	with	with	ADP
fcis-30008	72	32	noisy	noisy	ADJ
fcis-30008	72	33	signals	signal	NOUN
fcis-30008	72	34	and	and	CCONJ
fcis-30008	72	35	complex	complex	ADJ
fcis-30008	72	36	fault	fault	NOUN
fcis-30008	72	37	modes	mode	NOUN
fcis-30008	72	38	.	.	PUNCT
fcis-30008	73	1	3.1	3.1	NUM
fcis-30008	73	2	.	.	PUNCT
fcis-30008	73	3	analysis	analysis	NOUN
fcis-30008	73	4	of	of	ADP
fcis-30008	73	5	noisy	noisy	ADJ
fcis-30008	73	6	simulated	simulate	VERB
fcis-30008	73	7	signals	signal	NOUN
fcis-30008	73	8	the	the	DET
fcis-30008	73	9	decomposition	decomposition	NOUN
fcis-30008	73	10	effect	effect	NOUN
fcis-30008	73	11	and	and	CCONJ
fcis-30008	73	12	noise	noise	NOUN
fcis-30008	73	13	robustness	robustness	NOUN
fcis-30008	73	14	of	of	ADP
fcis-30008	73	15	the	the	DET
fcis-30008	73	16	improved	improve	VERB
fcis-30008	73	17	algorithm	algorithm	NOUN
fcis-30008	73	18	isgmd	isgmd	NOUN
fcis-30008	73	19	were	be	AUX
fcis-30008	73	20	verified	verify	VERB
fcis-30008	73	21	,	,	PUNCT
fcis-30008	73	22	and	and	CCONJ
fcis-30008	73	23	the	the	DET
fcis-30008	73	24	simulated	simulate	VERB
fcis-30008	73	25	signal	signal	NOUN
fcis-30008	73	26	analysis	analysis	NOUN
fcis-30008	73	27	was	be	AUX
fcis-30008	73	28	carried	carry	VERB
fcis-30008	73	29	out	out	ADP
fcis-30008	73	30	,	,	PUNCT
fcis-30008	73	31	and	and	CCONJ
fcis-30008	73	32	the	the	DET
fcis-30008	73	33	experimental	experimental	ADJ
fcis-30008	73	34	part	part	NOUN
fcis-30008	73	35	was	be	AUX
fcis-30008	73	36	aimed	aim	VERB
fcis-30008	73	37	at	at	ADP
fcis-30008	73	38	comparing	compare	VERB
fcis-30008	73	39	the	the	DET
fcis-30008	73	40	performance	performance	NOUN
fcis-30008	73	41	of	of	ADP
fcis-30008	73	42	isgmd	isgmd	NOUN
fcis-30008	73	43	with	with	ADP
fcis-30008	73	44	the	the	DET
fcis-30008	73	45	traditional	traditional	ADJ
fcis-30008	73	46	empirical	empirical	ADJ
fcis-30008	73	47	mode	mode	NOUN
fcis-30008	73	48	decomposition	decomposition	NOUN
fcis-30008	73	49	(	(	PUNCT
fcis-30008	73	50	emd	emd	PROPN
fcis-30008	73	51	)	)	PUNCT
fcis-30008	73	52	and	and	CCONJ
fcis-30008	73	53	variational	variational	ADJ
fcis-30008	73	54	mode	mode	NOUN
fcis-30008	73	55	decomposition	decomposition	NOUN
fcis-30008	73	56	(	(	PUNCT
fcis-30008	73	57	vmd	vmd	NOUN
fcis-30008	73	58	)	)	PUNCT
fcis-30008	73	59	algorithms	algorithm	NOUN
fcis-30008	73	60	.	.	PUNCT
fcis-30008	74	1	construct	construct	VERB
fcis-30008	74	2	the	the	DET
fcis-30008	74	3	following	follow	VERB
fcis-30008	74	4	simulation	simulation	NOUN
fcis-30008	74	5	signal	signal	NOUN
fcis-30008	74	6	:	:	PUNCT
fcis-30008	74	7	2	2	NUM
fcis-30008	74	8	sin	sin	NOUN
fcis-30008	74	9	60	60	NUM
fcis-30008	74	10	1	1	NUM
fcis-30008	74	11	0.5	0.5	NUM
fcis-30008	74	12	sin	sin	NOUN
fcis-30008	74	13	2	2	NUM
fcis-30008	74	14	sin	sin	NOUN
fcis-30008	74	15	12	12	NUM
fcis-30008	74	16	0.5	0.5	NUM
fcis-30008	74	17	cos	cos	PROPN
fcis-30008	74	18	10	10	NUM
fcis-30008	74	19	15	15	NUM
fcis-30008	74	20	add	add	VERB
fcis-30008	74	21	a	a	DET
fcis-30008	74	22	noise	noise	NOUN
fcis-30008	74	23	n(t	n(t	NOUN
fcis-30008	74	24	)	)	PUNCT
fcis-30008	74	25	with	with	ADP
fcis-30008	74	26	a	a	DET
fcis-30008	74	27	signal	signal	NOUN
fcis-30008	74	28	-	-	PUNCT
fcis-30008	74	29	to	to	ADP
fcis-30008	74	30	-	-	PUNCT
fcis-30008	74	31	noise	noise	NOUN
fcis-30008	74	32	ratio	ratio	NOUN
fcis-30008	74	33	of	of	ADP
fcis-30008	74	34	20db	20db	NOUN
fcis-30008	74	35	to	to	ADP
fcis-30008	74	36	x(t	x(t	PROPN
fcis-30008	74	37	)	)	PUNCT
fcis-30008	74	38	,	,	PUNCT
fcis-30008	74	39	and	and	CCONJ
fcis-30008	74	40	the	the	DET
fcis-30008	74	41	noise	noise	NOUN
fcis-30008	74	42	simulation	simulation	NOUN
fcis-30008	74	43	signal	signal	NOUN
fcis-30008	74	44	is	be	AUX
fcis-30008	74	45	as	as	SCONJ
fcis-30008	74	46	follows	follow	VERB
fcis-30008	74	47	:	:	PUNCT
fcis-30008	74	48	16	16	NUM
fcis-30008	74	49	the	the	DET
fcis-30008	74	50	decomposition	decomposition	NOUN
fcis-30008	74	51	was	be	AUX
fcis-30008	74	52	carried	carry	VERB
fcis-30008	74	53	out	out	ADP
fcis-30008	74	54	by	by	ADP
fcis-30008	74	55	isgmd	isgmd	NOUN
fcis-30008	74	56	,	,	PUNCT
fcis-30008	74	57	and	and	CCONJ
fcis-30008	74	58	the	the	DET
fcis-30008	74	59	emd	emd	PROPN
fcis-30008	74	60	decomposition	decomposition	NOUN
fcis-30008	74	61	and	and	CCONJ
fcis-30008	74	62	vmd	vmd	PROPN
fcis-30008	74	63	decomposition	decomposition	NOUN
fcis-30008	74	64	were	be	AUX
fcis-30008	74	65	used	use	VERB
fcis-30008	74	66	for	for	ADP
fcis-30008	74	67	comparison	comparison	NOUN
fcis-30008	74	68	,	,	PUNCT
fcis-30008	74	69	and	and	CCONJ
fcis-30008	74	70	the	the	DET
fcis-30008	74	71	decomposition	decomposition	NOUN
fcis-30008	74	72	results	result	NOUN
fcis-30008	74	73	are	be	AUX
fcis-30008	74	74	shown	show	VERB
fcis-30008	74	75	in	in	ADP
fcis-30008	74	76	figure	figure	NOUN
fcis-30008	74	77	3	3	NUM
fcis-30008	74	78	,	,	PUNCT
fcis-30008	74	79	figure	figure	NOUN
fcis-30008	74	80	4	4	NUM
fcis-30008	74	81	,	,	PUNCT
fcis-30008	74	82	and	and	CCONJ
fcis-30008	74	83	figure	figure	VERB
fcis-30008	74	84	5	5	NUM
fcis-30008	74	85	.	.	PUNCT
fcis-30008	74	86	for	for	ADP
fcis-30008	74	87	better	well	ADJ
fcis-30008	74	88	observation	observation	NOUN
fcis-30008	74	89	,	,	PUNCT
fcis-30008	74	90	only	only	ADV
fcis-30008	74	91	the	the	DET
fcis-30008	74	92	first	first	ADJ
fcis-30008	74	93	three	three	NUM
fcis-30008	74	94	components	component	NOUN
fcis-30008	74	95	of	of	ADP
fcis-30008	74	96	the	the	DET
fcis-30008	74	97	decomposition	decomposition	NOUN
fcis-30008	74	98	are	be	AUX
fcis-30008	74	99	shown	show	VERB
fcis-30008	74	100	in	in	ADP
fcis-30008	74	101	the	the	DET
fcis-30008	74	102	sgmd	sgmd	NOUN
fcis-30008	74	103	exploded	explode	VERB
fcis-30008	74	104	view	view	NOUN
fcis-30008	74	105	,	,	PUNCT
fcis-30008	74	106	and	and	CCONJ
fcis-30008	74	107	the	the	DET
fcis-30008	74	108	residual	residual	ADJ
fcis-30008	74	109	components	component	NOUN
fcis-30008	74	110	are	be	AUX
fcis-30008	74	111	not	not	PART
fcis-30008	74	112	shown	show	VERB
fcis-30008	74	113	.	.	PUNCT
fcis-30008	75	1	in	in	ADP
fcis-30008	75	2	the	the	DET
fcis-30008	75	3	face	face	NOUN
fcis-30008	75	4	of	of	ADP
fcis-30008	75	5	noisy	noisy	ADJ
fcis-30008	75	6	signals	signal	NOUN
fcis-30008	75	7	,	,	PUNCT
fcis-30008	75	8	sgmd	sgmd	NOUN
fcis-30008	75	9	can	can	AUX
fcis-30008	75	10	still	still	ADV
fcis-30008	75	11	be	be	AUX
fcis-30008	75	12	effectively	effectively	ADV
fcis-30008	75	13	decomposed	decompose	VERB
fcis-30008	75	14	,	,	PUNCT
fcis-30008	75	15	and	and	CCONJ
fcis-30008	75	16	the	the	DET
fcis-30008	75	17	first	first	ADJ
fcis-30008	75	18	three	three	NUM
fcis-30008	75	19	components	component	NOUN
fcis-30008	75	20	of	of	ADP
fcis-30008	75	21	the	the	DET
fcis-30008	75	22	separation	separation	NOUN
fcis-30008	75	23	are	be	AUX
fcis-30008	75	24	basically	basically	ADV
fcis-30008	75	25	the	the	DET
fcis-30008	75	26	same	same	ADJ
fcis-30008	75	27	as	as	ADP
fcis-30008	75	28	the	the	DET
fcis-30008	75	29	components	component	NOUN
fcis-30008	75	30	of	of	ADP
fcis-30008	75	31	the	the	DET
fcis-30008	75	32	original	original	ADJ
fcis-30008	75	33	signal	signal	NOUN
fcis-30008	75	34	.	.	PUNCT
fcis-30008	76	1	observing	observe	VERB
fcis-30008	76	2	the	the	DET
fcis-30008	76	3	frequency	frequency	NOUN
fcis-30008	76	4	domain	domain	NOUN
fcis-30008	76	5	diagram	diagram	NOUN
fcis-30008	76	6	,	,	PUNCT
fcis-30008	76	7	it	it	PRON
fcis-30008	76	8	is	be	AUX
fcis-30008	76	9	found	find	VERB
fcis-30008	76	10	that	that	SCONJ
fcis-30008	76	11	there	there	PRON
fcis-30008	76	12	is	be	VERB
fcis-30008	76	13	no	no	DET
fcis-30008	76	14	modal	modal	ADJ
fcis-30008	76	15	aliasing	aliasing	NOUN
fcis-30008	76	16	for	for	ADP
fcis-30008	76	17	each	each	DET
fcis-30008	76	18	component	component	NOUN
fcis-30008	76	19	.	.	PUNCT
fcis-30008	77	1	it	it	PRON
fcis-30008	77	2	shows	show	VERB
fcis-30008	77	3	that	that	SCONJ
fcis-30008	77	4	the	the	DET
fcis-30008	77	5	sgmd	sgmd	ADJ
fcis-30008	77	6	decomposition	decomposition	NOUN
fcis-30008	77	7	algorithm	algorithm	NOUN
fcis-30008	77	8	does	do	AUX
fcis-30008	77	9	not	not	PART
fcis-30008	77	10	produce	produce	VERB
fcis-30008	77	11	modal	modal	NOUN
fcis-30008	77	12	aliasing	aliasing	NOUN
fcis-30008	77	13	during	during	ADP
fcis-30008	77	14	the	the	DET
fcis-30008	77	15	decomposition	decomposition	NOUN
fcis-30008	77	16	process	process	NOUN
fcis-30008	77	17	,	,	PUNCT
fcis-30008	77	18	and	and	CCONJ
fcis-30008	77	19	has	have	VERB
fcis-30008	77	20	good	good	ADJ
fcis-30008	77	21	noise	noise	NOUN
fcis-30008	77	22	robustness	robustness	NOUN
fcis-30008	77	23	.	.	PUNCT
fcis-30008	78	1	observing	observe	VERB
fcis-30008	78	2	emd	emd	PROPN
fcis-30008	78	3	,	,	PUNCT
fcis-30008	78	4	it	it	PRON
fcis-30008	78	5	can	can	AUX
fcis-30008	78	6	be	be	AUX
fcis-30008	78	7	seen	see	VERB
fcis-30008	78	8	that	that	SCONJ
fcis-30008	78	9	the	the	DET
fcis-30008	78	10	decomposition	decomposition	NOUN
fcis-30008	78	11	effect	effect	NOUN
fcis-30008	78	12	is	be	AUX
fcis-30008	78	13	not	not	PART
fcis-30008	78	14	ideal	ideal	ADJ
fcis-30008	78	15	,	,	PUNCT
fcis-30008	78	16	and	and	CCONJ
fcis-30008	78	17	many	many	ADJ
fcis-30008	78	18	false	false	ADJ
fcis-30008	78	19	components	component	NOUN
fcis-30008	78	20	are	be	AUX
fcis-30008	78	21	generated	generate	VERB
fcis-30008	78	22	,	,	PUNCT
fcis-30008	78	23	and	and	CCONJ
fcis-30008	78	24	the	the	DET
fcis-30008	78	25	decomposed	decompose	VERB
fcis-30008	78	26	components	component	NOUN
fcis-30008	78	27	are	be	AUX
fcis-30008	78	28	not	not	PART
fcis-30008	78	29	similar	similar	ADJ
fcis-30008	78	30	to	to	ADP
fcis-30008	78	31	the	the	DET
fcis-30008	78	32	original	original	ADJ
fcis-30008	78	33	signal	signal	NOUN
fcis-30008	78	34	components	component	NOUN
fcis-30008	78	35	,	,	PUNCT
fcis-30008	78	36	and	and	CCONJ
fcis-30008	78	37	the	the	DET
fcis-30008	78	38	observation	observation	NOUN
fcis-30008	78	39	of	of	ADP
fcis-30008	78	40	the	the	DET
fcis-30008	78	41	frequency	frequency	NOUN
fcis-30008	78	42	domain	domain	NOUN
fcis-30008	78	43	can	can	AUX
fcis-30008	78	44	be	be	AUX
fcis-30008	78	45	seen	see	VERB
fcis-30008	78	46	that	that	SCONJ
fcis-30008	78	47	the	the	DET
fcis-30008	78	48	modal	modal	NOUN
fcis-30008	78	49	aliasing	aliasing	NOUN
fcis-30008	78	50	is	be	AUX
fcis-30008	78	51	serious	serious	ADJ
fcis-30008	78	52	.	.	PUNCT
fcis-30008	79	1	therefore	therefore	ADV
fcis-30008	79	2	,	,	PUNCT
fcis-30008	79	3	the	the	DET
fcis-30008	79	4	emd	emd	PROPN
fcis-30008	79	5	decomposition	decomposition	NOUN
fcis-30008	79	6	algorithm	algorithm	NOUN
fcis-30008	79	7	is	be	AUX
fcis-30008	79	8	not	not	PART
fcis-30008	79	9	noise	noise	NOUN
fcis-30008	79	10	robust	robust	ADJ
fcis-30008	79	11	and	and	CCONJ
fcis-30008	79	12	can	can	AUX
fcis-30008	79	13	not	not	PART
fcis-30008	79	14	suppress	suppress	VERB
fcis-30008	79	15	modal	modal	ADJ
fcis-30008	79	16	aliasing	aliasing	NOUN
fcis-30008	79	17	.	.	PUNCT
fcis-30008	80	1	observing	observe	VERB
fcis-30008	80	2	the	the	DET
fcis-30008	80	3	decomposition	decomposition	NOUN
fcis-30008	80	4	effect	effect	NOUN
fcis-30008	80	5	of	of	ADP
fcis-30008	80	6	vmd	vmd	PROPN
fcis-30008	80	7	,	,	PUNCT
fcis-30008	80	8	it	it	PRON
fcis-30008	80	9	can	can	AUX
fcis-30008	80	10	be	be	AUX
fcis-30008	80	11	seen	see	VERB
fcis-30008	80	12	that	that	SCONJ
fcis-30008	80	13	the	the	DET
fcis-30008	80	14	first	first	ADJ
fcis-30008	80	15	two	two	NUM
fcis-30008	80	16	components	component	NOUN
fcis-30008	80	17	of	of	ADP
fcis-30008	80	18	the	the	DET
fcis-30008	80	19	decomposition	decomposition	NOUN
fcis-30008	80	20	are	be	AUX
fcis-30008	80	21	roughly	roughly	ADV
fcis-30008	80	22	similar	similar	ADJ
fcis-30008	80	23	to	to	ADP
fcis-30008	80	24	the	the	DET
fcis-30008	80	25	first	first	ADJ
fcis-30008	80	26	two	two	NUM
fcis-30008	80	27	components	component	NOUN
fcis-30008	80	28	of	of	ADP
fcis-30008	80	29	the	the	DET
fcis-30008	80	30	original	original	ADJ
fcis-30008	80	31	signal	signal	NOUN
fcis-30008	80	32	when	when	SCONJ
fcis-30008	80	33	the	the	DET
fcis-30008	80	34	decomposition	decomposition	NOUN
fcis-30008	80	35	parameter	parameter	NOUN
fcis-30008	80	36	is	be	AUX
fcis-30008	80	37	set	set	VERB
fcis-30008	80	38	to	to	ADP
fcis-30008	80	39	4	4	NUM
fcis-30008	80	40	,	,	PUNCT
fcis-30008	80	41	but	but	CCONJ
fcis-30008	80	42	there	there	PRON
fcis-30008	80	43	are	be	VERB
fcis-30008	80	44	also	also	ADV
fcis-30008	80	45	deviations	deviation	NOUN
fcis-30008	80	46	,	,	PUNCT
fcis-30008	80	47	while	while	SCONJ
fcis-30008	80	48	the	the	DET
fcis-30008	80	49	third	third	ADJ
fcis-30008	80	50	component	component	NOUN
fcis-30008	80	51	is	be	AUX
fcis-30008	80	52	not	not	PART
fcis-30008	80	53	decomposed	decompose	VERB
fcis-30008	80	54	.	.	PUNCT
fcis-30008	81	1	at	at	ADP
fcis-30008	81	2	the	the	DET
fcis-30008	81	3	same	same	ADJ
fcis-30008	81	4	time	time	NOUN
fcis-30008	81	5	,	,	PUNCT
fcis-30008	81	6	the	the	DET
fcis-30008	81	7	frequency	frequency	NOUN
fcis-30008	81	8	domain	domain	NOUN
fcis-30008	81	9	was	be	AUX
fcis-30008	81	10	observed	observe	VERB
fcis-30008	81	11	,	,	PUNCT
fcis-30008	81	12	and	and	CCONJ
fcis-30008	81	13	it	it	PRON
fcis-30008	81	14	was	be	AUX
fcis-30008	81	15	found	find	VERB
fcis-30008	81	16	that	that	SCONJ
fcis-30008	81	17	the	the	DET
fcis-30008	81	18	first	first	ADJ
fcis-30008	81	19	component	component	NOUN
fcis-30008	81	20	was	be	AUX
fcis-30008	81	21	mixed	mix	VERB
fcis-30008	81	22	with	with	ADP
fcis-30008	81	23	the	the	DET
fcis-30008	81	24	components	component	NOUN
fcis-30008	81	25	of	of	ADP
fcis-30008	81	26	the	the	DET
fcis-30008	81	27	third	third	ADJ
fcis-30008	81	28	component	component	NOUN
fcis-30008	81	29	,	,	PUNCT
fcis-30008	81	30	and	and	CCONJ
fcis-30008	81	31	the	the	DET
fcis-30008	81	32	second	second	ADJ
fcis-30008	81	33	component	component	NOUN
fcis-30008	81	34	was	be	AUX
fcis-30008	81	35	not	not	PART
fcis-30008	81	36	mixed	mix	VERB
fcis-30008	81	37	with	with	ADP
fcis-30008	81	38	the	the	DET
fcis-30008	81	39	other	other	ADJ
fcis-30008	81	40	components	component	NOUN
fcis-30008	81	41	.	.	PUNCT
fcis-30008	82	1	therefore	therefore	ADV
fcis-30008	82	2	,	,	PUNCT
fcis-30008	82	3	the	the	DET
fcis-30008	82	4	vmd	vmd	PROPN
fcis-30008	82	5	decomposition	decomposition	NOUN
fcis-30008	82	6	algorithm	algorithm	NOUN
fcis-30008	82	7	is	be	AUX
fcis-30008	82	8	not	not	PART
fcis-30008	82	9	very	very	ADV
fcis-30008	82	10	ideal	ideal	ADJ
fcis-30008	82	11	in	in	ADP
fcis-30008	82	12	the	the	DET
fcis-30008	82	13	decomposition	decomposition	NOUN
fcis-30008	82	14	of	of	ADP
fcis-30008	82	15	simulated	simulate	VERB
fcis-30008	82	16	signals	signal	NOUN
fcis-30008	82	17	containing	contain	VERB
fcis-30008	82	18	noise	noise	NOUN
fcis-30008	82	19	,	,	PUNCT
fcis-30008	82	20	and	and	CCONJ
fcis-30008	82	21	the	the	DET
fcis-30008	82	22	decomposition	decomposition	NOUN
fcis-30008	82	23	effect	effect	NOUN
fcis-30008	82	24	is	be	AUX
fcis-30008	82	25	not	not	PART
fcis-30008	82	26	as	as	ADV
fcis-30008	82	27	good	good	ADJ
fcis-30008	82	28	as	as	ADP
fcis-30008	82	29	isgmd	isgmd	NOUN
fcis-30008	82	30	,	,	PUNCT
fcis-30008	82	31	and	and	CCONJ
fcis-30008	82	32	it	it	PRON
fcis-30008	82	33	also	also	ADV
fcis-30008	82	34	does	do	AUX
fcis-30008	82	35	not	not	PART
fcis-30008	82	36	have	have	VERB
fcis-30008	82	37	the	the	DET
fcis-30008	82	38	effect	effect	NOUN
fcis-30008	82	39	of	of	ADP
fcis-30008	82	40	noise	noise	NOUN
fcis-30008	82	41	robustness	robustness	NOUN
fcis-30008	82	42	and	and	CCONJ
fcis-30008	82	43	suppressing	suppress	VERB
fcis-30008	82	44	modal	modal	ADJ
fcis-30008	82	45	aliasing	aliasing	NOUN
fcis-30008	82	46	.	.	PUNCT
fcis-30008	83	1	(	(	PUNCT
fcis-30008	83	2	a	a	X
fcis-30008	83	3	)	)	PUNCT
fcis-30008	83	4	time	time	NOUN
fcis-30008	83	5	domain	domain	NOUN
fcis-30008	83	6	(	(	PUNCT
fcis-30008	83	7	b	b	NOUN
fcis-30008	83	8	)	)	PUNCT
fcis-30008	83	9	frequency	frequency	NOUN
fcis-30008	83	10	domain	domain	NOUN
fcis-30008	83	11	figure	figure	NOUN
fcis-30008	83	12	3	3	NUM
fcis-30008	83	13	.	.	NOUN
fcis-30008	83	14	isgmd	isgmd	NOUN
fcis-30008	83	15	decomposition	decomposition	NOUN
fcis-30008	83	16	results	result	VERB
fcis-30008	83	17	3.2	3.2	NUM
fcis-30008	83	18	.	.	PUNCT
fcis-30008	84	1	actual	actual	ADJ
fcis-30008	84	2	signal	signal	NOUN
fcis-30008	84	3	analysis	analysis	NOUN
fcis-30008	84	4	the	the	DET
fcis-30008	84	5	simulation	simulation	NOUN
fcis-30008	84	6	signal	signal	NOUN
fcis-30008	84	7	decomposition	decomposition	NOUN
fcis-30008	84	8	with	with	ADP
fcis-30008	84	9	noise	noise	NOUN
fcis-30008	84	10	proves	prove	VERB
fcis-30008	84	11	that	that	SCONJ
fcis-30008	84	12	the	the	DET
fcis-30008	84	13	isgmd	isgmd	NOUN
fcis-30008	84	14	algorithm	algorithm	NOUN
fcis-30008	84	15	has	have	VERB
fcis-30008	84	16	the	the	DET
fcis-30008	84	17	robustness	robustness	NOUN
fcis-30008	84	18	of	of	ADP
fcis-30008	84	19	suppressing	suppress	VERB
fcis-30008	84	20	modal	modal	ADJ
fcis-30008	84	21	aliasing	aliasing	NOUN
fcis-30008	84	22	and	and	CCONJ
fcis-30008	84	23	noise	noise	NOUN
fcis-30008	84	24	,	,	PUNCT
fcis-30008	84	25	and	and	CCONJ
fcis-30008	84	26	the	the	DET
fcis-30008	84	27	actual	actual	ADJ
fcis-30008	84	28	signal	signal	NOUN
fcis-30008	84	29	decomposition	decomposition	NOUN
fcis-30008	84	30	analysis	analysis	NOUN
fcis-30008	84	31	is	be	AUX
fcis-30008	84	32	carried	carry	VERB
fcis-30008	84	33	out	out	ADP
fcis-30008	84	34	below	below	ADV
fcis-30008	84	35	.	.	PUNCT
fcis-30008	85	1	as	as	SCONJ
fcis-30008	85	2	shown	show	VERB
fcis-30008	85	3	in	in	ADP
fcis-30008	85	4	figure	figure	NOUN
fcis-30008	85	5	6	6	NUM
fcis-30008	85	6	,	,	PUNCT
fcis-30008	85	7	the	the	DET
fcis-30008	85	8	acoustic	acoustic	ADJ
fcis-30008	85	9	emission	emission	NOUN
fcis-30008	85	10	signal	signal	NOUN
fcis-30008	85	11	in	in	ADP
fcis-30008	85	12	the	the	DET
fcis-30008	85	13	healthy	healthy	ADJ
fcis-30008	85	14	state	state	NOUN
fcis-30008	85	15	of	of	ADP
fcis-30008	85	16	the	the	DET
fcis-30008	85	17	rolling	rolling	ADJ
fcis-30008	85	18	bearing	bearing	NOUN
fcis-30008	85	19	in	in	ADP
fcis-30008	85	20	the	the	DET
fcis-30008	85	21	actual	actual	ADJ
fcis-30008	85	22	engineering	engineering	NOUN
fcis-30008	85	23	the	the	DET
fcis-30008	85	24	fault	fault	NOUN
fcis-30008	85	25	signal	signal	NOUN
fcis-30008	85	26	of	of	ADP
fcis-30008	85	27	the	the	DET
fcis-30008	85	28	inner	inner	ADJ
fcis-30008	85	29	ring	ring	NOUN
fcis-30008	85	30	of	of	ADP
fcis-30008	85	31	the	the	DET
fcis-30008	85	32	acoustic	acoustic	ADJ
fcis-30008	85	33	emission	emission	NOUN
fcis-30008	85	34	can	can	AUX
fcis-30008	85	35	be	be	AUX
fcis-30008	85	36	observed	observe	VERB
fcis-30008	85	37	,	,	PUNCT
fcis-30008	85	38	and	and	CCONJ
fcis-30008	85	39	the	the	DET
fcis-30008	85	40	characteristic	characteristic	ADJ
fcis-30008	85	41	part	part	NOUN
fcis-30008	85	42	is	be	AUX
fcis-30008	85	43	not	not	PART
fcis-30008	85	44	obvious	obvious	ADJ
fcis-30008	85	45	,	,	PUNCT
fcis-30008	85	46	and	and	CCONJ
fcis-30008	85	47	there	there	PRON
fcis-30008	85	48	is	be	VERB
fcis-30008	85	49	a	a	DET
fcis-30008	85	50	large	large	ADJ
fcis-30008	85	51	amount	amount	NOUN
fcis-30008	85	52	of	of	ADP
fcis-30008	85	53	noise	noise	NOUN
fcis-30008	85	54	to	to	PART
fcis-30008	85	55	cover	cover	VERB
fcis-30008	85	56	the	the	DET
fcis-30008	85	57	real	real	ADJ
fcis-30008	85	58	signal	signal	NOUN
fcis-30008	85	59	.	.	PUNCT
fcis-30008	86	1	observing	observe	VERB
fcis-30008	86	2	the	the	DET
fcis-30008	86	3	components	component	NOUN
fcis-30008	86	4	of	of	ADP
fcis-30008	86	5	the	the	DET
fcis-30008	86	6	decomposition	decomposition	NOUN
fcis-30008	86	7	,	,	PUNCT
fcis-30008	86	8	it	it	PRON
fcis-30008	86	9	can	can	AUX
fcis-30008	86	10	be	be	AUX
fcis-30008	86	11	seen	see	VERB
fcis-30008	86	12	that	that	SCONJ
fcis-30008	86	13	:	:	PUNCT
fcis-30008	87	1	1	1	X
fcis-30008	87	2	.	.	X
fcis-30008	87	3	each	each	DET
fcis-30008	87	4	component	component	NOUN
fcis-30008	87	5	shows	show	VERB
fcis-30008	87	6	different	different	ADJ
fcis-30008	87	7	amplitude	amplitude	NOUN
fcis-30008	87	8	and	and	CCONJ
fcis-30008	87	9	frequency	frequency	NOUN
fcis-30008	87	10	changes	change	NOUN
fcis-30008	87	11	,	,	PUNCT
fcis-30008	87	12	and	and	CCONJ
fcis-30008	87	13	the	the	DET
fcis-30008	87	14	waveform	waveform	NOUN
fcis-30008	87	15	of	of	ADP
fcis-30008	87	16	some	some	DET
fcis-30008	87	17	components	component	NOUN
fcis-30008	87	18	has	have	VERB
fcis-30008	87	19	strong	strong	ADJ
fcis-30008	87	20	periodic	periodic	ADJ
fcis-30008	87	21	or	or	CCONJ
fcis-30008	87	22	abrupt	abrupt	ADJ
fcis-30008	87	23	characteristics	characteristic	NOUN
fcis-30008	87	24	,	,	PUNCT
fcis-30008	87	25	which	which	PRON
fcis-30008	87	26	indicates	indicate	VERB
fcis-30008	87	27	that	that	SCONJ
fcis-30008	87	28	decomposition	decomposition	NOUN
fcis-30008	87	29	can	can	AUX
fcis-30008	87	30	effectively	effectively	ADV
fcis-30008	87	31	distinguish	distinguish	VERB
fcis-30008	87	32	different	different	ADJ
fcis-30008	87	33	signal	signal	NOUN
fcis-30008	87	34	components	component	NOUN
fcis-30008	87	35	.	.	PUNCT
fcis-30008	88	1	2	2	X
fcis-30008	88	2	.	.	X
fcis-30008	88	3	from	from	ADP
fcis-30008	88	4	the	the	DET
fcis-30008	88	5	third	third	ADJ
fcis-30008	88	6	component	component	NOUN
fcis-30008	88	7	onwards	onward	NOUN
fcis-30008	88	8	,	,	PUNCT
fcis-30008	88	9	the	the	DET
fcis-30008	88	10	amplitude	amplitude	NOUN
fcis-30008	88	11	of	of	ADP
fcis-30008	88	12	the	the	DET
fcis-30008	88	13	subsequent	subsequent	ADJ
fcis-30008	88	14	components	component	NOUN
fcis-30008	88	15	is	be	AUX
fcis-30008	88	16	relatively	relatively	ADV
fcis-30008	88	17	small	small	ADJ
fcis-30008	88	18	,	,	PUNCT
fcis-30008	88	19	meaning	mean	VERB
fcis-30008	88	20	that	that	SCONJ
fcis-30008	88	21	they	they	PRON
fcis-30008	88	22	contain	contain	VERB
fcis-30008	88	23	less	less	ADJ
fcis-30008	88	24	energy	energy	NOUN
fcis-30008	88	25	or	or	CCONJ
fcis-30008	88	26	are	be	AUX
fcis-30008	88	27	just	just	ADV
fcis-30008	88	28	a	a	DET
fcis-30008	88	29	fraction	fraction	NOUN
fcis-30008	88	30	of	of	ADP
fcis-30008	88	31	the	the	DET
fcis-30008	88	32	components	component	NOUN
fcis-30008	88	33	in	in	ADP
fcis-30008	88	34	the	the	DET
fcis-30008	88	35	original	original	ADJ
fcis-30008	88	36	signal	signal	NOUN
fcis-30008	88	37	,	,	PUNCT
fcis-30008	88	38	representing	represent	VERB
fcis-30008	88	39	noisy	noisy	ADJ
fcis-30008	88	40	or	or	CCONJ
fcis-30008	88	41	irrelevant	irrelevant	ADJ
fcis-30008	88	42	parts	part	NOUN
fcis-30008	88	43	.	.	PUNCT
fcis-30008	89	1	some	some	DET
fcis-30008	89	2	components	component	NOUN
fcis-30008	89	3	,	,	PUNCT
fcis-30008	89	4	such	such	ADJ
fcis-30008	89	5	as	as	ADP
fcis-30008	89	6	sgc1	sgc1	PROPN
fcis-30008	89	7	,	,	PUNCT
fcis-30008	89	8	show	show	VERB
fcis-30008	89	9	large	large	ADJ
fcis-30008	89	10	fluctuations	fluctuation	NOUN
fcis-30008	89	11	and	and	CCONJ
fcis-30008	89	12	represent	represent	VERB
fcis-30008	89	13	the	the	DET
fcis-30008	89	14	main	main	ADJ
fcis-30008	89	15	components	component	NOUN
fcis-30008	89	16	of	of	ADP
fcis-30008	89	17	the	the	DET
fcis-30008	89	18	signal	signal	NOUN
fcis-30008	89	19	.	.	PUNCT
fcis-30008	90	1	45	45	NUM
fcis-30008	90	2	(	(	PUNCT
fcis-30008	90	3	a	a	PRON
fcis-30008	90	4	)	)	PUNCT
fcis-30008	90	5	time	time	NOUN
fcis-30008	90	6	domain	domain	NOUN
fcis-30008	90	7	(	(	PUNCT
fcis-30008	90	8	b	b	NOUN
fcis-30008	90	9	)	)	PUNCT
fcis-30008	90	10	frequency	frequency	NOUN
fcis-30008	90	11	domain	domain	NOUN
fcis-30008	90	12	figure	figure	NOUN
fcis-30008	90	13	4	4	NUM
fcis-30008	90	14	.	.	PUNCT
fcis-30008	90	15	emd	emd	PROPN
fcis-30008	90	16	decomposition	decomposition	NOUN
fcis-30008	90	17	results	result	NOUN
fcis-30008	90	18	(	(	PUNCT
fcis-30008	90	19	a	a	DET
fcis-30008	90	20	)	)	PUNCT
fcis-30008	90	21	time	time	NOUN
fcis-30008	90	22	domain	domain	NOUN
fcis-30008	90	23	(	(	PUNCT
fcis-30008	90	24	b	b	NOUN
fcis-30008	90	25	)	)	PUNCT
fcis-30008	90	26	frequency	frequency	NOUN
fcis-30008	90	27	domain	domain	NOUN
fcis-30008	90	28	figure	figure	NOUN
fcis-30008	90	29	5	5	NUM
fcis-30008	90	30	.	.	PUNCT
fcis-30008	90	31	vmd	vmd	PROPN
fcis-30008	90	32	decomposition	decomposition	NOUN
fcis-30008	90	33	results	result	NOUN
fcis-30008	90	34	figure	figure	VERB
fcis-30008	90	35	6	6	NUM
fcis-30008	90	36	.	.	PUNCT
fcis-30008	91	1	acoustic	acoustic	ADJ
fcis-30008	91	2	emission	emission	NOUN
fcis-30008	91	3	inner	inner	ADJ
fcis-30008	91	4	ring	ring	NOUN
fcis-30008	91	5	fault	fault	NOUN
fcis-30008	91	6	signal	signal	VERB
fcis-30008	91	7	the	the	DET
fcis-30008	91	8	signal	signal	NOUN
fcis-30008	91	9	is	be	AUX
fcis-30008	91	10	broken	break	VERB
fcis-30008	91	11	down	down	ADP
fcis-30008	91	12	below	below	ADV
fcis-30008	91	13	.	.	PUNCT
fcis-30008	92	1	the	the	DET
fcis-30008	92	2	components	component	NOUN
fcis-30008	92	3	decomposed	decompose	VERB
fcis-30008	92	4	by	by	ADP
fcis-30008	92	5	isgmd	isgmd	NOUN
fcis-30008	92	6	are	be	AUX
fcis-30008	92	7	shown	show	VERB
fcis-30008	92	8	in	in	ADP
fcis-30008	92	9	figure	figure	NOUN
fcis-30008	92	10	7	7	NUM
fcis-30008	92	11	,	,	PUNCT
fcis-30008	92	12	and	and	CCONJ
fcis-30008	92	13	only	only	ADV
fcis-30008	92	14	the	the	DET
fcis-30008	92	15	first	first	ADJ
fcis-30008	92	16	six	six	NUM
fcis-30008	92	17	components	component	NOUN
fcis-30008	92	18	are	be	AUX
fcis-30008	92	19	shown	show	VERB
fcis-30008	92	20	for	for	ADP
fcis-30008	92	21	ease	ease	NOUN
fcis-30008	92	22	of	of	ADP
fcis-30008	92	23	display	display	NOUN
fcis-30008	92	24	.	.	PUNCT
fcis-30008	93	1	figure	figure	VERB
fcis-30008	93	2	7	7	NUM
fcis-30008	93	3	.	.	PUNCT
fcis-30008	93	4	isgmd	isgmd	NOUN
fcis-30008	93	5	decomposition	decomposition	NOUN
fcis-30008	93	6	results	result	VERB
fcis-30008	93	7	3	3	NUM
fcis-30008	93	8	.	.	PUNCT
fcis-30008	94	1	as	as	SCONJ
fcis-30008	94	2	can	can	AUX
fcis-30008	94	3	be	be	AUX
fcis-30008	94	4	seen	see	VERB
fcis-30008	94	5	from	from	ADP
fcis-30008	94	6	the	the	DET
fcis-30008	94	7	figure	figure	NOUN
fcis-30008	94	8	,	,	PUNCT
fcis-30008	94	9	although	although	SCONJ
fcis-30008	94	10	there	there	PRON
fcis-30008	94	11	is	be	VERB
fcis-30008	94	12	a	a	DET
fcis-30008	94	13	large	large	ADJ
fcis-30008	94	14	difference	difference	NOUN
fcis-30008	94	15	between	between	ADP
fcis-30008	94	16	the	the	DET
fcis-30008	94	17	components	component	NOUN
fcis-30008	94	18	,	,	PUNCT
fcis-30008	94	19	they	they	PRON
fcis-30008	94	20	can	can	AUX
fcis-30008	94	21	show	show	VERB
fcis-30008	94	22	a	a	DET
fcis-30008	94	23	certain	certain	ADJ
fcis-30008	94	24	regularity	regularity	NOUN
fcis-30008	94	25	in	in	ADP
fcis-30008	94	26	the	the	DET
fcis-30008	94	27	time	time	NOUN
fcis-30008	94	28	domain	domain	NOUN
fcis-30008	94	29	,	,	PUNCT
fcis-30008	94	30	which	which	PRON
fcis-30008	94	31	shows	show	VERB
fcis-30008	94	32	that	that	SCONJ
fcis-30008	94	33	the	the	DET
fcis-30008	94	34	isgmd	isgmd	NOUN
fcis-30008	94	35	decomposition	decomposition	NOUN
fcis-30008	94	36	effect	effect	NOUN
fcis-30008	94	37	is	be	AUX
fcis-30008	94	38	very	very	ADV
fcis-30008	94	39	good	good	ADJ
fcis-30008	94	40	,	,	PUNCT
fcis-30008	94	41	and	and	CCONJ
fcis-30008	94	42	different	different	ADJ
fcis-30008	94	43	features	feature	NOUN
fcis-30008	94	44	are	be	AUX
fcis-30008	94	45	extracted	extract	VERB
fcis-30008	94	46	through	through	ADP
fcis-30008	94	47	reasonable	reasonable	ADJ
fcis-30008	94	48	decomposition	decomposition	NOUN
fcis-30008	94	49	,	,	PUNCT
fcis-30008	94	50	which	which	PRON
fcis-30008	94	51	correspond	correspond	VERB
fcis-30008	94	52	to	to	ADP
fcis-30008	94	53	the	the	DET
fcis-30008	94	54	important	important	ADJ
fcis-30008	94	55	dynamic	dynamic	ADJ
fcis-30008	94	56	changes	change	NOUN
fcis-30008	94	57	in	in	ADP
fcis-30008	94	58	the	the	DET
fcis-30008	94	59	bearing	bearing	NOUN
fcis-30008	94	60	signal	signal	NOUN
fcis-30008	94	61	.	.	PUNCT
fcis-30008	95	1	these	these	DET
fcis-30008	95	2	characteristics	characteristic	NOUN
fcis-30008	95	3	show	show	VERB
fcis-30008	95	4	the	the	DET
fcis-30008	95	5	effectiveness	effectiveness	NOUN
fcis-30008	95	6	of	of	ADP
fcis-30008	95	7	the	the	DET
fcis-30008	95	8	isgmd	isgmd	NOUN
fcis-30008	95	9	decomposition	decomposition	NOUN
fcis-30008	95	10	algorithm	algorithm	NOUN
fcis-30008	95	11	and	and	CCONJ
fcis-30008	95	12	the	the	DET
fcis-30008	95	13	advantages	advantage	NOUN
fcis-30008	95	14	of	of	ADP
fcis-30008	95	15	the	the	DET
fcis-30008	95	16	ae	ae	PROPN
fcis-30008	95	17	signal	signal	NOUN
fcis-30008	95	18	:	:	PUNCT
fcis-30008	95	19	it	it	PRON
fcis-30008	95	20	can	can	AUX
fcis-30008	95	21	extract	extract	VERB
fcis-30008	95	22	components	component	NOUN
fcis-30008	95	23	with	with	ADP
fcis-30008	95	24	different	different	ADJ
fcis-30008	95	25	characteristics	characteristic	NOUN
fcis-30008	95	26	from	from	ADP
fcis-30008	95	27	the	the	DET
fcis-30008	95	28	ae	ae	PROPN
fcis-30008	95	29	signal	signal	NOUN
fcis-30008	95	30	,	,	PUNCT
fcis-30008	95	31	and	and	CCONJ
fcis-30008	95	32	these	these	DET
fcis-30008	95	33	components	component	NOUN
fcis-30008	95	34	can	can	AUX
fcis-30008	95	35	correspond	correspond	VERB
fcis-30008	95	36	to	to	ADP
fcis-30008	95	37	the	the	DET
fcis-30008	95	38	specific	specific	ADJ
fcis-30008	95	39	failure	failure	NOUN
fcis-30008	95	40	modes	mode	NOUN
fcis-30008	95	41	or	or	CCONJ
fcis-30008	95	42	characteristic	characteristic	ADJ
fcis-30008	95	43	frequencies	frequency	NOUN
fcis-30008	95	44	in	in	ADP
fcis-30008	95	45	the	the	DET
fcis-30008	95	46	signal	signal	NOUN
fcis-30008	95	47	,	,	PUNCT
fcis-30008	95	48	which	which	PRON
fcis-30008	95	49	can	can	AUX
fcis-30008	95	50	provide	provide	VERB
fcis-30008	95	51	help	help	NOUN
fcis-30008	95	52	for	for	ADP
fcis-30008	95	53	subsequent	subsequent	ADJ
fcis-30008	95	54	signal	signal	NOUN
fcis-30008	95	55	analysis	analysis	NOUN
fcis-30008	95	56	and	and	CCONJ
fcis-30008	95	57	component	component	NOUN
fcis-30008	95	58	reconstruction	reconstruction	NOUN
fcis-30008	95	59	.	.	PUNCT
fcis-30008	96	1	then	then	ADV
fcis-30008	96	2	,	,	PUNCT
fcis-30008	96	3	the	the	DET
fcis-30008	96	4	composite	composite	ADJ
fcis-30008	96	5	multi	multi	ADJ
fcis-30008	96	6	-	-	ADJ
fcis-30008	96	7	scale	scale	ADJ
fcis-30008	96	8	dispersive	dispersive	ADJ
fcis-30008	96	9	entropy	entropy	NOUN
fcis-30008	96	10	is	be	AUX
fcis-30008	96	11	used	use	VERB
fcis-30008	96	12	to	to	PART
fcis-30008	96	13	reconstruct	reconstruct	VERB
fcis-30008	96	14	the	the	DET
fcis-30008	96	15	components	component	NOUN
fcis-30008	96	16	,	,	PUNCT
fcis-30008	96	17	and	and	CCONJ
fcis-30008	96	18	the	the	DET
fcis-30008	96	19	reconstructed	reconstructed	ADJ
fcis-30008	96	20	signal	signal	NOUN
fcis-30008	96	21	is	be	AUX
fcis-30008	96	22	shown	show	VERB
fcis-30008	96	23	in	in	ADP
fcis-30008	96	24	figure	figure	NOUN
fcis-30008	96	25	8	8	NUM
fcis-30008	96	26	.	.	PUNCT
fcis-30008	96	27	by	by	ADP
fcis-30008	96	28	observing	observe	VERB
fcis-30008	96	29	the	the	DET
fcis-30008	96	30	reconstructed	reconstructed	ADJ
fcis-30008	96	31	signals	signal	NOUN
fcis-30008	96	32	,	,	PUNCT
fcis-30008	96	33	it	it	PRON
fcis-30008	96	34	can	can	AUX
fcis-30008	96	35	be	be	AUX
fcis-30008	96	36	seen	see	VERB
fcis-30008	96	37	that	that	SCONJ
fcis-30008	96	38	the	the	DET
fcis-30008	96	39	two	two	NUM
fcis-30008	96	40	types	type	NOUN
fcis-30008	96	41	of	of	ADP
fcis-30008	96	42	reconstructed	reconstructed	ADJ
fcis-30008	96	43	signals	signal	NOUN
fcis-30008	96	44	retain	retain	VERB
fcis-30008	96	45	outstanding	outstanding	ADJ
fcis-30008	96	46	peak	peak	NOUN
fcis-30008	96	47	characteristics	characteristic	NOUN
fcis-30008	96	48	,	,	PUNCT
fcis-30008	96	49	and	and	CCONJ
fcis-30008	96	50	their	their	PRON
fcis-30008	96	51	mean	mean	ADJ
fcis-30008	96	52	square	square	ADJ
fcis-30008	96	53	error	error	NOUN
fcis-30008	96	54	and	and	CCONJ
fcis-30008	96	55	root	root	NOUN
fcis-30008	96	56	mean	mean	ADJ
fcis-30008	96	57	square	square	ADJ
fcis-30008	96	58	error	error	NOUN
fcis-30008	96	59	are	be	AUX
fcis-30008	96	60	very	very	ADV
fcis-30008	96	61	small	small	ADJ
fcis-30008	96	62	,	,	PUNCT
fcis-30008	96	63	indicating	indicate	VERB
fcis-30008	96	64	that	that	SCONJ
fcis-30008	96	65	the	the	DET
fcis-30008	96	66	quality	quality	NOUN
fcis-30008	96	67	of	of	ADP
fcis-30008	96	68	the	the	DET
fcis-30008	96	69	reconstructed	reconstruct	VERB
fcis-30008	96	70	signal	signal	NOUN
fcis-30008	96	71	is	be	AUX
fcis-30008	96	72	good	good	ADJ
fcis-30008	96	73	,	,	PUNCT
fcis-30008	96	74	and	and	CCONJ
fcis-30008	96	75	the	the	DET
fcis-30008	96	76	noise	noise	NOUN
fcis-30008	96	77	component	component	NOUN
fcis-30008	96	78	is	be	AUX
fcis-30008	96	79	removed	remove	VERB
fcis-30008	96	80	to	to	ADP
fcis-30008	96	81	a	a	DET
fcis-30008	96	82	certain	certain	ADJ
fcis-30008	96	83	extent	extent	NOUN
fcis-30008	96	84	.	.	PUNCT
fcis-30008	97	1	among	among	ADP
fcis-30008	97	2	them	they	PRON
fcis-30008	97	3	,	,	PUNCT
fcis-30008	97	4	the	the	DET
fcis-30008	97	5	decrease	decrease	NOUN
fcis-30008	97	6	in	in	ADP
fcis-30008	97	7	the	the	DET
fcis-30008	97	8	46	46	NUM
fcis-30008	97	9	amplitude	amplitude	NOUN
fcis-30008	97	10	at	at	ADP
fcis-30008	97	11	some	some	DET
fcis-30008	97	12	peaks	peak	NOUN
fcis-30008	97	13	compared	compare	VERB
fcis-30008	97	14	to	to	ADP
fcis-30008	97	15	the	the	DET
fcis-30008	97	16	original	original	ADJ
fcis-30008	97	17	signal	signal	NOUN
fcis-30008	97	18	is	be	AUX
fcis-30008	97	19	caused	cause	VERB
fcis-30008	97	20	by	by	ADP
fcis-30008	97	21	the	the	DET
fcis-30008	97	22	amplitude	amplitude	NOUN
fcis-30008	97	23	of	of	ADP
fcis-30008	97	24	the	the	DET
fcis-30008	97	25	removed	remove	VERB
fcis-30008	97	26	noise	noise	NOUN
fcis-30008	97	27	,	,	PUNCT
fcis-30008	97	28	which	which	PRON
fcis-30008	97	29	is	be	AUX
fcis-30008	97	30	a	a	DET
fcis-30008	97	31	normal	normal	ADJ
fcis-30008	97	32	situation	situation	NOUN
fcis-30008	97	33	.	.	PUNCT
fcis-30008	98	1	figure	figure	NOUN
fcis-30008	98	2	8	8	NUM
fcis-30008	98	3	.	.	PUNCT
fcis-30008	99	1	reconstruct	reconstruct	VERB
fcis-30008	99	2	the	the	DET
fcis-30008	99	3	signal	signal	NOUN
fcis-30008	99	4	then	then	ADV
fcis-30008	99	5	,	,	PUNCT
fcis-30008	99	6	the	the	DET
fcis-30008	99	7	envelope	envelope	NOUN
fcis-30008	99	8	spectrum	spectrum	VERB
fcis-30008	99	9	transformation	transformation	NOUN
fcis-30008	99	10	of	of	ADP
fcis-30008	99	11	the	the	DET
fcis-30008	99	12	reconstructed	reconstructed	ADJ
fcis-30008	99	13	signal	signal	NOUN
fcis-30008	99	14	and	and	CCONJ
fcis-30008	99	15	the	the	DET
fcis-30008	99	16	original	original	ADJ
fcis-30008	99	17	signal	signal	NOUN
fcis-30008	99	18	is	be	AUX
fcis-30008	99	19	performed	perform	VERB
fcis-30008	99	20	,	,	PUNCT
fcis-30008	99	21	as	as	SCONJ
fcis-30008	99	22	shown	show	VERB
fcis-30008	99	23	in	in	ADP
fcis-30008	99	24	figure	figure	NOUN
fcis-30008	99	25	9	9	NUM
fcis-30008	99	26	.	.	PUNCT
fcis-30008	100	1	(	(	PUNCT
fcis-30008	100	2	a	a	X
fcis-30008	100	3	)	)	PUNCT
fcis-30008	100	4	raw	raw	ADJ
fcis-30008	100	5	signal	signal	NOUN
fcis-30008	100	6	envelope	envelope	NOUN
fcis-30008	100	7	spectrum	spectrum	NOUN
fcis-30008	100	8	(	(	PUNCT
fcis-30008	100	9	b)reconstruct	b)reconstruct	VERB
fcis-30008	100	10	the	the	DET
fcis-30008	100	11	signal	signal	NOUN
fcis-30008	100	12	envelope	envelope	NOUN
fcis-30008	100	13	spectrum	spectrum	NOUN
fcis-30008	100	14	figure	figure	NOUN
fcis-30008	100	15	9	9	NUM
fcis-30008	100	16	.	.	PUNCT
fcis-30008	100	17	comparison	comparison	NOUN
fcis-30008	100	18	of	of	ADP
fcis-30008	100	19	envelope	envelope	NOUN
fcis-30008	100	20	spectrum	spectrum	NOUN
fcis-30008	100	21	observing	observe	VERB
fcis-30008	100	22	the	the	DET
fcis-30008	100	23	reconstructed	reconstructed	ADJ
fcis-30008	100	24	envelope	envelope	NOUN
fcis-30008	100	25	spectrum	spectrum	NOUN
fcis-30008	100	26	,	,	PUNCT
fcis-30008	100	27	it	it	PRON
fcis-30008	100	28	can	can	AUX
fcis-30008	100	29	be	be	AUX
fcis-30008	100	30	seen	see	VERB
fcis-30008	100	31	that	that	SCONJ
fcis-30008	100	32	the	the	DET
fcis-30008	100	33	fault	fault	NOUN
fcis-30008	100	34	energy	energy	NOUN
fcis-30008	100	35	is	be	AUX
fcis-30008	100	36	mainly	mainly	ADV
fcis-30008	100	37	concentrated	concentrate	VERB
fcis-30008	100	38	in	in	ADP
fcis-30008	100	39	the	the	DET
fcis-30008	100	40	low	low	ADJ
fcis-30008	100	41	frequency	frequency	NOUN
fcis-30008	100	42	range	range	NOUN
fcis-30008	100	43	,	,	PUNCT
fcis-30008	100	44	which	which	PRON
fcis-30008	100	45	is	be	AUX
fcis-30008	100	46	consistent	consistent	ADJ
fcis-30008	100	47	with	with	ADP
fcis-30008	100	48	the	the	DET
fcis-30008	100	49	fault	fault	NOUN
fcis-30008	100	50	energy	energy	NOUN
fcis-30008	100	51	concentration	concentration	NOUN
fcis-30008	100	52	area	area	NOUN
fcis-30008	100	53	of	of	ADP
fcis-30008	100	54	the	the	DET
fcis-30008	100	55	inner	inner	ADJ
fcis-30008	100	56	ring	ring	NOUN
fcis-30008	100	57	fault	fault	NOUN
fcis-30008	100	58	,	,	PUNCT
fcis-30008	100	59	and	and	CCONJ
fcis-30008	100	60	it	it	PRON
fcis-30008	100	61	can	can	AUX
fcis-30008	100	62	be	be	AUX
fcis-30008	100	63	seen	see	VERB
fcis-30008	100	64	that	that	SCONJ
fcis-30008	100	65	the	the	DET
fcis-30008	100	66	energy	energy	NOUN
fcis-30008	100	67	is	be	AUX
fcis-30008	100	68	enhanced	enhance	VERB
fcis-30008	100	69	and	and	CCONJ
fcis-30008	100	70	highlighted	highlight	VERB
fcis-30008	100	71	,	,	PUNCT
fcis-30008	100	72	indicating	indicate	VERB
fcis-30008	100	73	that	that	SCONJ
fcis-30008	100	74	the	the	DET
fcis-30008	100	75	reconstruction	reconstruction	NOUN
fcis-30008	100	76	signal	signal	NOUN
fcis-30008	100	77	reduces	reduce	VERB
fcis-30008	100	78	the	the	DET
fcis-30008	100	79	noise	noise	NOUN
fcis-30008	100	80	component	component	NOUN
fcis-30008	100	81	and	and	CCONJ
fcis-30008	100	82	highlights	highlight	NOUN
fcis-30008	100	83	the	the	DET
fcis-30008	100	84	fault	fault	NOUN
fcis-30008	100	85	pulse	pulse	NOUN
fcis-30008	100	86	.	.	PUNCT
fcis-30008	101	1	4	4	X
fcis-30008	101	2	.	.	X
fcis-30008	101	3	conclusion	conclusion	VERB
fcis-30008	101	4	the	the	DET
fcis-30008	101	5	symplectic	symplectic	ADJ
fcis-30008	101	6	geometric	geometric	ADJ
fcis-30008	101	7	mode	mode	NOUN
fcis-30008	101	8	decomposition	decomposition	NOUN
fcis-30008	101	9	algorithm	algorithm	NOUN
fcis-30008	101	10	is	be	AUX
fcis-30008	101	11	improved	improve	VERB
fcis-30008	101	12	,	,	PUNCT
fcis-30008	101	13	and	and	CCONJ
fcis-30008	101	14	the	the	DET
fcis-30008	101	15	sgmd	sgmd	NOUN
fcis-30008	101	16	can	can	AUX
fcis-30008	101	17	be	be	AUX
fcis-30008	101	18	appropriately	appropriately	ADV
fcis-30008	101	19	decomposed	decompose	VERB
fcis-30008	101	20	according	accord	VERB
fcis-30008	101	21	to	to	ADP
fcis-30008	101	22	the	the	DET
fcis-30008	101	23	characteristics	characteristic	NOUN
fcis-30008	101	24	of	of	ADP
fcis-30008	101	25	different	different	ADJ
fcis-30008	101	26	signals	signal	NOUN
fcis-30008	101	27	through	through	ADP
fcis-30008	101	28	adaptive	adaptive	ADJ
fcis-30008	101	29	threshold	threshold	NOUN
fcis-30008	101	30	adjustment	adjustment	NOUN
fcis-30008	101	31	.	.	PUNCT
fcis-30008	102	1	at	at	ADP
fcis-30008	102	2	the	the	DET
fcis-30008	102	3	same	same	ADJ
fcis-30008	102	4	time	time	NOUN
fcis-30008	102	5	,	,	PUNCT
fcis-30008	102	6	the	the	DET
fcis-30008	102	7	improved	improve	VERB
fcis-30008	102	8	mirror	mirror	NOUN
fcis-30008	102	9	extension	extension	NOUN
fcis-30008	102	10	method	method	NOUN
fcis-30008	102	11	is	be	AUX
fcis-30008	102	12	used	use	VERB
fcis-30008	102	13	to	to	PART
fcis-30008	102	14	effectively	effectively	ADV
fcis-30008	102	15	suppress	suppress	VERB
fcis-30008	102	16	the	the	DET
fcis-30008	102	17	endpoint	endpoint	NOUN
fcis-30008	102	18	effect	effect	NOUN
fcis-30008	102	19	of	of	ADP
fcis-30008	102	20	the	the	DET
fcis-30008	102	21	components	component	NOUN
fcis-30008	102	22	.	.	PUNCT
fcis-30008	103	1	experiments	experiment	NOUN
fcis-30008	103	2	have	have	AUX
fcis-30008	103	3	proved	prove	VERB
fcis-30008	103	4	that	that	SCONJ
fcis-30008	103	5	the	the	DET
fcis-30008	103	6	isgmd	isgmd	NOUN
fcis-30008	103	7	algorithm	algorithm	NOUN
fcis-30008	103	8	is	be	AUX
fcis-30008	103	9	effective	effective	ADJ
fcis-30008	103	10	and	and	CCONJ
fcis-30008	103	11	noise	noise	NOUN
fcis-30008	103	12	robust	robust	ADJ
fcis-30008	103	13	.	.	PUNCT
fcis-30008	104	1	according	accord	VERB
fcis-30008	104	2	to	to	ADP
fcis-30008	104	3	the	the	DET
fcis-30008	104	4	entropy	entropy	PROPN
fcis-30008	104	5	value	value	NOUN
fcis-30008	104	6	theory	theory	NOUN
fcis-30008	104	7	,	,	PUNCT
fcis-30008	104	8	the	the	DET
fcis-30008	104	9	multi	multi	ADJ
fcis-30008	104	10	-	-	ADJ
fcis-30008	104	11	scale	scale	ADJ
fcis-30008	104	12	dispersion	dispersion	NOUN
fcis-30008	104	13	entropy	entropy	NOUN
fcis-30008	104	14	is	be	AUX
fcis-30008	104	15	used	use	VERB
fcis-30008	104	16	to	to	PART
fcis-30008	104	17	select	select	VERB
fcis-30008	104	18	the	the	DET
fcis-30008	104	19	effective	effective	ADJ
fcis-30008	104	20	components	component	NOUN
fcis-30008	104	21	to	to	PART
fcis-30008	104	22	reconstruct	reconstruct	VERB
fcis-30008	104	23	the	the	DET
fcis-30008	104	24	signal	signal	NOUN
fcis-30008	104	25	,	,	PUNCT
fcis-30008	104	26	and	and	CCONJ
fcis-30008	104	27	through	through	ADP
fcis-30008	104	28	the	the	DET
fcis-30008	104	29	observation	observation	NOUN
fcis-30008	104	30	of	of	ADP
fcis-30008	104	31	multiple	multiple	ADJ
fcis-30008	104	32	scales	scale	NOUN
fcis-30008	104	33	and	and	CCONJ
fcis-30008	104	34	the	the	DET
fcis-30008	104	35	selection	selection	NOUN
fcis-30008	104	36	of	of	ADP
fcis-30008	104	37	the	the	DET
fcis-30008	104	38	retained	retain	VERB
fcis-30008	104	39	signal	signal	NOUN
fcis-30008	104	40	components	component	NOUN
fcis-30008	104	41	,	,	PUNCT
fcis-30008	104	42	the	the	DET
fcis-30008	104	43	prominent	prominent	ADJ
fcis-30008	104	44	peak	peak	NOUN
fcis-30008	104	45	characteristics	characteristic	NOUN
fcis-30008	104	46	are	be	AUX
fcis-30008	104	47	retained	retain	VERB
fcis-30008	104	48	,	,	PUNCT
fcis-30008	104	49	and	and	CCONJ
fcis-30008	104	50	the	the	DET
fcis-30008	104	51	noise	noise	NOUN
fcis-30008	104	52	component	component	NOUN
fcis-30008	104	53	is	be	AUX
fcis-30008	104	54	removed	remove	VERB
fcis-30008	104	55	to	to	ADP
fcis-30008	104	56	a	a	DET
fcis-30008	104	57	certain	certain	ADJ
fcis-30008	104	58	extent	extent	NOUN
fcis-30008	104	59	.	.	PUNCT
fcis-30008	105	1	through	through	ADP
fcis-30008	105	2	experiments	experiment	NOUN
fcis-30008	105	3	,	,	PUNCT
fcis-30008	105	4	the	the	DET
fcis-30008	105	5	effectiveness	effectiveness	NOUN
fcis-30008	105	6	of	of	ADP
fcis-30008	105	7	the	the	DET
fcis-30008	105	8	reconstruction	reconstruction	NOUN
fcis-30008	105	9	method	method	NOUN
fcis-30008	105	10	is	be	AUX
fcis-30008	105	11	proved	prove	VERB
fcis-30008	105	12	.	.	PUNCT
fcis-30008	106	1	the	the	DET
fcis-30008	106	2	improved	improve	VERB
fcis-30008	106	3	symplectic	symplectic	ADJ
fcis-30008	106	4	geometric	geometric	ADJ
fcis-30008	106	5	mode	mode	NOUN
fcis-30008	106	6	decomposition	decomposition	NOUN
fcis-30008	106	7	provides	provide	VERB
fcis-30008	106	8	a	a	DET
fcis-30008	106	9	technical	technical	ADJ
fcis-30008	106	10	basis	basis	NOUN
fcis-30008	106	11	for	for	ADP
fcis-30008	106	12	real	real	ADJ
fcis-30008	106	13	-	-	PUNCT
fcis-30008	106	14	time	time	NOUN
fcis-30008	106	15	monitoring	monitoring	NOUN
fcis-30008	106	16	of	of	ADP
fcis-30008	106	17	industrial	industrial	ADJ
fcis-30008	106	18	sites	site	NOUN
fcis-30008	106	19	,	,	PUNCT
fcis-30008	106	20	and	and	CCONJ
fcis-30008	106	21	provides	provide	VERB
fcis-30008	106	22	a	a	DET
fcis-30008	106	23	possibility	possibility	NOUN
fcis-30008	106	24	for	for	SCONJ
fcis-30008	106	25	the	the	DET
fcis-30008	106	26	subsequent	subsequent	ADJ
fcis-30008	106	27	exploration	exploration	NOUN
fcis-30008	106	28	of	of	ADP
fcis-30008	106	29	the	the	DET
fcis-30008	106	30	deep	deep	ADJ
fcis-30008	106	31	integration	integration	NOUN
fcis-30008	106	32	of	of	ADP
fcis-30008	106	33	the	the	DET
fcis-30008	106	34	algorithm	algorithm	NOUN
fcis-30008	106	35	with	with	ADP
fcis-30008	106	36	other	other	ADJ
fcis-30008	106	37	deep	deep	ADJ
fcis-30008	106	38	learning	learning	NOUN
fcis-30008	106	39	models	model	NOUN
fcis-30008	106	40	to	to	PART
fcis-30008	106	41	further	far	ADV
fcis-30008	106	42	improve	improve	VERB
fcis-30008	106	43	the	the	DET
fcis-30008	106	44	generalized	generalized	ADJ
fcis-30008	106	45	diagnosis	diagnosis	NOUN
fcis-30008	106	46	ability	ability	NOUN
fcis-30008	106	47	of	of	ADP
fcis-30008	106	48	complex	complex	ADJ
fcis-30008	106	49	failure	failure	NOUN
fcis-30008	106	50	modes	mode	NOUN
fcis-30008	106	51	.	.	PUNCT
fcis-30008	107	1	references	reference	NOUN
fcis-30008	107	2	[	[	X
fcis-30008	107	3	1	1	X
fcis-30008	107	4	]	]	PUNCT
fcis-30008	107	5	yang	yang	PROPN
fcis-30008	107	6	jie	jie	PROPN
fcis-30008	107	7	,	,	PUNCT
fcis-30008	107	8	zhang	zhang	PROPN
fcis-30008	107	9	penglin	penglin	PROPN
fcis-30008	107	10	,	,	PUNCT
fcis-30008	107	11	liu	liu	PROPN
fcis-30008	107	12	zhitao	zhitao	PROPN
fcis-30008	107	13	,	,	PUNCT
fcis-30008	107	14	et	et	PROPN
fcis-30008	107	15	al	al	PROPN
fcis-30008	107	16	.	.	PUNCT
fcis-30008	107	17	acoustic	acoustic	ADJ
fcis-30008	107	18	emission	emission	NOUN
fcis-30008	107	19	diagnosis	diagnosis	NOUN
fcis-30008	107	20	of	of	ADP
fcis-30008	107	21	low	low	ADJ
fcis-30008	107	22	-	-	PUNCT
fcis-30008	107	23	speed	speed	NOUN
fcis-30008	107	24	rolling	rolling	NOUN
fcis-30008	107	25	bearing	bearing	NOUN
fcis-30008	107	26	fault	fault	NOUN
fcis-30008	107	27	based	base	VERB
fcis-30008	107	28	on	on	ADP
fcis-30008	107	29	ceemd	ceemd	PROPN
fcis-30008	107	30	energy	energy	NOUN
fcis-30008	107	31	entropy	entropy	NOUN
fcis-30008	107	32	and	and	CCONJ
fcis-30008	107	33	elm[j].nondestructive	elm[j].nondestructive	PROPN
fcis-30008	107	34	testing,2017,39	testing,2017,39	NOUN
fcis-30008	107	35	(	(	PUNCT
fcis-30008	107	36	9):1	9):1	NUM
fcis-30008	107	37	-	-	SYM
fcis-30008	107	38	6	6	NUM
fcis-30008	107	39	.	.	PUNCT
fcis-30008	108	1	[	[	X
fcis-30008	108	2	2	2	X
fcis-30008	108	3	]	]	X
fcis-30008	108	4	liu	liu	PROPN
fcis-30008	108	5	c	c	PROPN
fcis-30008	108	6	,	,	PUNCT
fcis-30008	108	7	cichon	cichon	PROPN
fcis-30008	108	8	a	a	PRON
fcis-30008	108	9	,	,	PUNCT
fcis-30008	108	10	królczyk	królczyk	NOUN
fcis-30008	108	11	g	g	PROPN
fcis-30008	108	12	,	,	PUNCT
fcis-30008	108	13	et	et	PROPN
fcis-30008	108	14	al	al	PROPN
fcis-30008	108	15	.	.	PUNCT
fcis-30008	108	16	technology	technology	PROPN
fcis-30008	108	17	development	development	NOUN
fcis-30008	108	18	and	and	CCONJ
fcis-30008	108	19	commercial	commercial	ADJ
fcis-30008	108	20	applications	application	NOUN
fcis-30008	108	21	of	of	ADP
fcis-30008	108	22	industrial	industrial	ADJ
fcis-30008	108	23	fault	fault	NOUN
fcis-30008	108	24	diagnosis	diagnosis	NOUN
fcis-30008	108	25	system	system	NOUN
fcis-30008	108	26	:	:	PUNCT
fcis-30008	108	27	a	a	DET
fcis-30008	108	28	review[j	review[j	NOUN
fcis-30008	108	29	]	]	PUNCT
fcis-30008	108	30	.	.	PUNCT
fcis-30008	109	1	the	the	DET
fcis-30008	109	2	international	international	ADJ
fcis-30008	109	3	journal	journal	NOUN
fcis-30008	109	4	of	of	ADP
fcis-30008	109	5	advanced	advanced	ADJ
fcis-30008	109	6	manufacturing	manufacturing	NOUN
fcis-30008	109	7	technology	technology	NOUN
fcis-30008	109	8	,	,	PUNCT
fcis-30008	109	9	2021	2021	NUM
fcis-30008	109	10	:	:	PUNCT
fcis-30008	109	11	1	1	NUM
fcis-30008	109	12	-	-	SYM
fcis-30008	109	13	33	33	NUM
fcis-30008	109	14	.	.	PUNCT
fcis-30008	110	1	[	[	X
fcis-30008	110	2	3	3	NUM
fcis-30008	110	3	]	]	X
fcis-30008	110	4	choudhary	choudhary	PROPN
fcis-30008	110	5	a	a	PROPN
fcis-30008	110	6	,	,	PUNCT
fcis-30008	110	7	fatima	fatima	PROPN
fcis-30008	110	8	s	s	PROPN
fcis-30008	110	9	,	,	PUNCT
fcis-30008	110	10	panigrahi	panigrahi	PROPN
fcis-30008	110	11	b	b	PROPN
fcis-30008	110	12	k.	k.	PROPN
fcis-30008	110	13	state	state	PROPN
fcis-30008	110	14	-	-	PUNCT
fcis-30008	110	15	of	of	ADP
fcis-30008	110	16	-	-	PUNCT
fcis-30008	110	17	the	the	DET
fcis-30008	110	18	-	-	PUNCT
fcis-30008	110	19	art	art	NOUN
fcis-30008	110	20	technologies	technology	NOUN
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fcis-30008	119	9	,	,	PUNCT
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fcis-30008	122	7	6434	6434	NUM
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