id	sid	tid	token	lemma	pos
w3763487h57	1	1	machine	machine	NOUN
w3763487h57	1	2	-	-	PUNCT
w3763487h57	1	3	to	to	ADP
w3763487h57	1	4	-	-	PUNCT
w3763487h57	1	5	machine	machine	NOUN
w3763487h57	1	6	(	(	PUNCT
w3763487h57	1	7	m2	m2	PROPN
w3763487h57	1	8	m	m	PROPN
w3763487h57	1	9	)	)	PUNCT
w3763487h57	1	10	communication	communication	NOUN
w3763487h57	1	11	with	with	ADP
w3763487h57	1	12	different	different	ADJ
w3763487h57	1	13	requirements	requirement	NOUN
w3763487h57	1	14	than	than	ADP
w3763487h57	1	15	human	human	ADJ
w3763487h57	1	16	based	base	VERB
w3763487h57	1	17	applications	application	NOUN
w3763487h57	1	18	has	have	AUX
w3763487h57	1	19	gained	gain	VERB
w3763487h57	1	20	interest	interest	NOUN
w3763487h57	1	21	in	in	ADP
w3763487h57	1	22	the	the	DET
w3763487h57	1	23	past	past	ADJ
w3763487h57	1	24	few	few	ADJ
w3763487h57	1	25	years	year	NOUN
w3763487h57	1	26	.	.	PUNCT
w3763487h57	2	1	due	due	ADP
w3763487h57	2	2	to	to	ADP
w3763487h57	2	3	battery	battery	NOUN
w3763487h57	2	4	limitations	limitation	NOUN
w3763487h57	2	5	of	of	ADP
w3763487h57	2	6	devices	device	NOUN
w3763487h57	2	7	in	in	ADP
w3763487h57	2	8	most	most	ADJ
w3763487h57	2	9	m2	m2	NOUN
w3763487h57	2	10	m	m	PROPN
w3763487h57	2	11	applications	application	NOUN
w3763487h57	2	12	,	,	PUNCT
w3763487h57	2	13	energy	energy	NOUN
w3763487h57	2	14	efficiency	efficiency	NOUN
w3763487h57	2	15	,	,	PUNCT
w3763487h57	2	16	defined	define	VERB
w3763487h57	2	17	as	as	ADP
w3763487h57	2	18	the	the	DET
w3763487h57	2	19	number	number	NOUN
w3763487h57	2	20	of	of	ADP
w3763487h57	2	21	information	information	NOUN
w3763487h57	2	22	bits	bit	NOUN
w3763487h57	2	23	transmitted	transmit	VERB
w3763487h57	2	24	per	per	ADP
w3763487h57	2	25	unit	unit	NOUN
w3763487h57	2	26	energy	energy	NOUN
w3763487h57	2	27	,	,	PUNCT
w3763487h57	2	28	is	be	AUX
w3763487h57	2	29	utilized	utilize	VERB
w3763487h57	2	30	as	as	ADP
w3763487h57	2	31	a	a	DET
w3763487h57	2	32	utility	utility	NOUN
w3763487h57	2	33	function	function	NOUN
w3763487h57	2	34	instead	instead	ADV
w3763487h57	2	35	of	of	ADP
w3763487h57	2	36	a	a	DET
w3763487h57	2	37	sum	sum	NOUN
w3763487h57	2	38	-	-	PUNCT
w3763487h57	2	39	throughput	throughput	NOUN
w3763487h57	2	40	,	,	PUNCT
w3763487h57	2	41	a	a	DET
w3763487h57	2	42	traditional	traditional	ADJ
w3763487h57	2	43	utility	utility	NOUN
w3763487h57	2	44	function	function	NOUN
w3763487h57	2	45	for	for	ADP
w3763487h57	2	46	network	network	NOUN
w3763487h57	2	47	utility	utility	NOUN
w3763487h57	2	48	maximization	maximization	NOUN
w3763487h57	2	49	problems	problem	NOUN
w3763487h57	2	50	.	.	PUNCT
w3763487h57	3	1	it	it	PRON
w3763487h57	3	2	is	be	AUX
w3763487h57	3	3	well	well	ADV
w3763487h57	3	4	-	-	PUNCT
w3763487h57	3	5	known	know	VERB
w3763487h57	3	6	that	that	SCONJ
w3763487h57	3	7	for	for	ADP
w3763487h57	3	8	a	a	DET
w3763487h57	3	9	bandlimited	bandlimited	ADJ
w3763487h57	3	10	communication	communication	NOUN
w3763487h57	3	11	system	system	NOUN
w3763487h57	3	12	,	,	PUNCT
w3763487h57	3	13	the	the	DET
w3763487h57	3	14	price	price	NOUN
w3763487h57	3	15	for	for	ADP
w3763487h57	3	16	achieving	achieve	VERB
w3763487h57	3	17	high	high	ADJ
w3763487h57	3	18	energy	energy	NOUN
w3763487h57	3	19	efficiency	efficiency	NOUN
w3763487h57	3	20	is	be	AUX
w3763487h57	3	21	delay	delay	ADJ
w3763487h57	3	22	,	,	PUNCT
w3763487h57	3	23	i.e.	i.e.	ADV
w3763487h57	3	24	spreading	spread	VERB
w3763487h57	3	25	the	the	DET
w3763487h57	3	26	total	total	ADJ
w3763487h57	3	27	energy	energy	NOUN
w3763487h57	3	28	over	over	ADP
w3763487h57	3	29	a	a	DET
w3763487h57	3	30	long	long	ADJ
w3763487h57	3	31	time	time	NOUN
w3763487h57	3	32	interval	interval	NOUN
w3763487h57	3	33	.	.	PUNCT
w3763487h57	4	1	in	in	ADP
w3763487h57	4	2	this	this	DET
w3763487h57	4	3	thesis	thesis	NOUN
w3763487h57	4	4	,	,	PUNCT
w3763487h57	4	5	we	we	PRON
w3763487h57	4	6	study	study	VERB
w3763487h57	4	7	the	the	DET
w3763487h57	4	8	problem	problem	NOUN
w3763487h57	4	9	of	of	ADP
w3763487h57	4	10	joint	joint	ADJ
w3763487h57	4	11	scheduling	scheduling	NOUN
w3763487h57	4	12	and	and	CCONJ
w3763487h57	4	13	power	power	NOUN
w3763487h57	4	14	allocation	allocation	NOUN
w3763487h57	4	15	in	in	ADP
w3763487h57	4	16	an	an	DET
w3763487h57	4	17	orthogonal	orthogonal	ADJ
w3763487h57	4	18	frequency	frequency	NOUN
w3763487h57	4	19	division	division	NOUN
w3763487h57	4	20	multiplexing	multiplexing	NOUN
w3763487h57	4	21	(	(	PUNCT
w3763487h57	4	22	ofdm	ofdm	NOUN
w3763487h57	4	23	)	)	PUNCT
w3763487h57	4	24	system	system	NOUN
w3763487h57	4	25	with	with	ADP
w3763487h57	4	26	n	n	NOUN
w3763487h57	4	27	users	user	NOUN
w3763487h57	4	28	.	.	PUNCT
w3763487h57	5	1	our	our	PRON
w3763487h57	5	2	goal	goal	NOUN
w3763487h57	5	3	is	be	AUX
w3763487h57	5	4	to	to	PART
w3763487h57	5	5	design	design	VERB
w3763487h57	5	6	algorithms	algorithm	NOUN
w3763487h57	5	7	that	that	PRON
w3763487h57	5	8	maintain	maintain	VERB
w3763487h57	5	9	the	the	DET
w3763487h57	5	10	stability	stability	NOUN
w3763487h57	5	11	of	of	ADP
w3763487h57	5	12	users	user	NOUN
w3763487h57	5	13	'	'	PART
w3763487h57	5	14	queues	queue	NOUN
w3763487h57	5	15	and	and	CCONJ
w3763487h57	5	16	maximize	maximize	VERB
w3763487h57	5	17	the	the	DET
w3763487h57	5	18	energy	energy	NOUN
w3763487h57	5	19	efficiency	efficiency	NOUN
w3763487h57	5	20	of	of	ADP
w3763487h57	5	21	the	the	DET
w3763487h57	5	22	system	system	NOUN
w3763487h57	5	23	.	.	PUNCT
w3763487h57	6	1	our	our	PRON
w3763487h57	6	2	technique	technique	NOUN
w3763487h57	6	3	is	be	AUX
w3763487h57	6	4	to	to	PART
w3763487h57	6	5	decompose	decompose	VERB
w3763487h57	6	6	the	the	DET
w3763487h57	6	7	problem	problem	NOUN
w3763487h57	6	8	into	into	ADP
w3763487h57	6	9	n	n	NOUN
w3763487h57	6	10	subproblems	subproblem	NOUN
w3763487h57	6	11	and	and	CCONJ
w3763487h57	6	12	a	a	DET
w3763487h57	6	13	master	master	NOUN
w3763487h57	6	14	problem	problem	NOUN
w3763487h57	6	15	and	and	CCONJ
w3763487h57	6	16	solve	solve	VERB
w3763487h57	6	17	each	each	PRON
w3763487h57	6	18	of	of	ADP
w3763487h57	6	19	them	they	PRON
w3763487h57	6	20	separately	separately	ADV
w3763487h57	6	21	.	.	PUNCT
w3763487h57	7	1	we	we	PRON
w3763487h57	7	2	study	study	VERB
w3763487h57	7	3	this	this	DET
w3763487h57	7	4	problem	problem	NOUN
w3763487h57	7	5	in	in	ADP
w3763487h57	7	6	flat	flat	ADJ
w3763487h57	7	7	fading	fade	VERB
w3763487h57	7	8	and	and	CCONJ
w3763487h57	7	9	frequency	frequency	NOUN
w3763487h57	7	10	-	-	PUNCT
w3763487h57	7	11	selective	selective	NOUN
w3763487h57	7	12	fading	fade	VERB
w3763487h57	7	13	channel	channel	NOUN
w3763487h57	7	14	models	model	NOUN
w3763487h57	7	15	and	and	CCONJ
w3763487h57	7	16	propose	propose	VERB
w3763487h57	7	17	various	various	ADJ
w3763487h57	7	18	algorithms	algorithm	NOUN
w3763487h57	7	19	to	to	PART
w3763487h57	7	20	optimize	optimize	VERB
w3763487h57	7	21	the	the	DET
w3763487h57	7	22	energy	energy	NOUN
w3763487h57	7	23	efficiency	efficiency	NOUN
w3763487h57	7	24	of	of	ADP
w3763487h57	7	25	the	the	DET
w3763487h57	7	26	system	system	NOUN
w3763487h57	7	27	.	.	PUNCT
w3763487h57	8	1	finally	finally	ADV
w3763487h57	8	2	,	,	PUNCT
w3763487h57	8	3	by	by	ADP
w3763487h57	8	4	approximating	approximate	VERB
w3763487h57	8	5	the	the	DET
w3763487h57	8	6	utility	utility	NOUN
w3763487h57	8	7	function	function	NOUN
w3763487h57	8	8	for	for	ADP
w3763487h57	8	9	both	both	CCONJ
w3763487h57	8	10	high	high	ADJ
w3763487h57	8	11	and	and	CCONJ
w3763487h57	8	12	low	low	ADJ
w3763487h57	8	13	traffic	traffic	NOUN
w3763487h57	8	14	loads	load	NOUN
w3763487h57	8	15	,	,	PUNCT
w3763487h57	8	16	we	we	PRON
w3763487h57	8	17	show	show	VERB
w3763487h57	8	18	that	that	SCONJ
w3763487h57	8	19	maximization	maximization	NOUN
w3763487h57	8	20	of	of	ADP
w3763487h57	8	21	the	the	DET
w3763487h57	8	22	energy	energy	NOUN
w3763487h57	8	23	efficiency	efficiency	NOUN
w3763487h57	8	24	leads	lead	VERB
w3763487h57	8	25	to	to	ADP
w3763487h57	8	26	a	a	DET
w3763487h57	8	27	maximization	maximization	NOUN
w3763487h57	8	28	of	of	ADP
w3763487h57	8	29	the	the	DET
w3763487h57	8	30	sum	sum	NOUN
w3763487h57	8	31	-	-	PUNCT
w3763487h57	8	32	throughput	throughput	NOUN
w3763487h57	8	33	of	of	ADP
w3763487h57	8	34	the	the	DET
w3763487h57	8	35	system	system	NOUN
w3763487h57	8	36	.	.	PUNCT