id sid tid token lemma pos df65v694z4h 1 1 among among ADP df65v694z4h 1 2 the the DET df65v694z4h 1 3 emerging emerge VERB df65v694z4h 1 4 trends trend NOUN df65v694z4h 1 5 in in ADP df65v694z4h 1 6 the the DET df65v694z4h 1 7 wireless wireless ADJ df65v694z4h 1 8 industry industry NOUN df65v694z4h 1 9 , , PUNCT df65v694z4h 1 10 the the DET df65v694z4h 1 11 internet internet NOUN df65v694z4h 1 12 of of ADP df65v694z4h 1 13 things thing NOUN df65v694z4h 1 14 ( ( PUNCT df65v694z4h 1 15 iot iot PROPN df65v694z4h 1 16 ) ) PUNCT df65v694z4h 1 17 and and CCONJ df65v694z4h 1 18 machine machine NOUN df65v694z4h 1 19 - - PUNCT df65v694z4h 1 20 to to ADP df65v694z4h 1 21 - - PUNCT df65v694z4h 1 22 machine machine NOUN df65v694z4h 1 23 ( ( PUNCT df65v694z4h 1 24 m2 m2 PROPN df65v694z4h 1 25 m m PROPN df65v694z4h 1 26 ) ) PUNCT df65v694z4h 1 27 communications communication NOUN df65v694z4h 1 28 are be AUX df65v694z4h 1 29 notable notable ADJ df65v694z4h 1 30 examples example NOUN df65v694z4h 1 31 that that PRON df65v694z4h 1 32 prompt prompt VERB df65v694z4h 1 33 power power NOUN df65v694z4h 1 34 efficient efficient ADJ df65v694z4h 1 35 communication communication NOUN df65v694z4h 1 36 schemes scheme NOUN df65v694z4h 1 37 that that PRON df65v694z4h 1 38 can can AUX df65v694z4h 1 39 communicate communicate VERB df65v694z4h 1 40 short short ADJ df65v694z4h 1 41 packets packet NOUN df65v694z4h 1 42 of of ADP df65v694z4h 1 43 time time NOUN df65v694z4h 1 44 - - PUNCT df65v694z4h 1 45 sensitive sensitive ADJ df65v694z4h 1 46 control control NOUN df65v694z4h 1 47 information information NOUN df65v694z4h 1 48 with with ADP df65v694z4h 1 49 very very ADV df65v694z4h 1 50 low low ADJ df65v694z4h 1 51 latency latency NOUN df65v694z4h 1 52 . . PUNCT df65v694z4h 2 1 a a DET df65v694z4h 2 2 mathematical mathematical ADJ df65v694z4h 2 3 analysis analysis NOUN df65v694z4h 2 4 and and CCONJ df65v694z4h 2 5 design design NOUN df65v694z4h 2 6 of of ADP df65v694z4h 2 7 networks network NOUN df65v694z4h 2 8 with with ADP df65v694z4h 2 9 such such ADJ df65v694z4h 2 10 stringent stringent ADJ df65v694z4h 2 11 latency latency NOUN df65v694z4h 2 12 requirements requirement NOUN df65v694z4h 2 13 , , PUNCT df65v694z4h 2 14 however however ADV df65v694z4h 2 15 , , PUNCT df65v694z4h 2 16 can can AUX df65v694z4h 2 17 not not PART df65v694z4h 2 18 rely rely VERB df65v694z4h 2 19 on on ADP df65v694z4h 2 20 conventional conventional ADJ df65v694z4h 2 21 information information NOUN df65v694z4h 2 22 theoretic theoretic ADJ df65v694z4h 2 23 results result NOUN df65v694z4h 2 24 which which PRON df65v694z4h 2 25 assume assume VERB df65v694z4h 2 26 asymptotically asymptotically ADV df65v694z4h 2 27 large large ADJ df65v694z4h 2 28 blocklengths blocklength NOUN df65v694z4h 2 29 . . PUNCT df65v694z4h 3 1 in in ADP df65v694z4h 3 2 this this DET df65v694z4h 3 3 dissertation dissertation NOUN df65v694z4h 3 4 , , PUNCT df65v694z4h 3 5 we we PRON df65v694z4h 3 6 build build VERB df65v694z4h 3 7 upon upon SCONJ df65v694z4h 3 8 a a DET df65v694z4h 3 9 recent recent ADJ df65v694z4h 3 10 line line NOUN df65v694z4h 3 11 of of ADP df65v694z4h 3 12 work work NOUN df65v694z4h 3 13 on on ADP df65v694z4h 3 14 non non ADJ df65v694z4h 3 15 - - ADJ df65v694z4h 3 16 asymptotic asymptotic ADJ df65v694z4h 3 17 information information NOUN df65v694z4h 3 18 theory theory NOUN df65v694z4h 3 19 to to PART df65v694z4h 3 20 characterize characterize VERB df65v694z4h 3 21 second second ADJ df65v694z4h 3 22 - - PUNCT df65v694z4h 3 23 order order NOUN df65v694z4h 3 24 approximations approximation NOUN df65v694z4h 3 25 for for ADP df65v694z4h 3 26 channel channel NOUN df65v694z4h 3 27 coding code VERB df65v694z4h 3 28 rates rate NOUN df65v694z4h 3 29 over over ADP df65v694z4h 3 30 a a DET df65v694z4h 3 31 variety variety NOUN df65v694z4h 3 32 of of ADP df65v694z4h 3 33 gaussian gaussian ADJ df65v694z4h 3 34 settings setting NOUN df65v694z4h 3 35 at at ADP df65v694z4h 3 36 finite finite PROPN df65v694z4h 3 37 blocklength blocklength PROPN df65v694z4h 3 38 . . PUNCT df65v694z4h 4 1 our our PRON df65v694z4h 4 2 results result NOUN df65v694z4h 4 3 reveal reveal VERB df65v694z4h 4 4 several several ADJ df65v694z4h 4 5 interesting interesting ADJ df65v694z4h 4 6 insights insight NOUN df65v694z4h 4 7 for for ADP df65v694z4h 4 8 practical practical ADJ df65v694z4h 4 9 systems system NOUN df65v694z4h 4 10 design design NOUN df65v694z4h 4 11 . . PUNCT df65v694z4h 5 1 for for ADP df65v694z4h 5 2 any any DET df65v694z4h 5 3 gaussian gaussian ADJ df65v694z4h 5 4 channel channel NOUN df65v694z4h 5 5 at at ADP df65v694z4h 5 6 finite finite PROPN df65v694z4h 5 7 blocklength blocklength PROPN df65v694z4h 5 8 , , PUNCT df65v694z4h 5 9 i.i.d i.i.d PROPN df65v694z4h 5 10 . . PUNCT df65v694z4h 6 1 gaussian gaussian ADJ df65v694z4h 6 2 input input NOUN df65v694z4h 6 3 , , PUNCT df65v694z4h 6 4 although although SCONJ df65v694z4h 6 5 capacity capacity NOUN df65v694z4h 6 6 - - PUNCT df65v694z4h 6 7 achieving achieve VERB df65v694z4h 6 8 , , PUNCT df65v694z4h 6 9 is be AUX df65v694z4h 6 10 not not PART df65v694z4h 6 11 second second ADJ df65v694z4h 6 12 - - PUNCT df65v694z4h 6 13 order order NOUN df65v694z4h 6 14 optimal optimal NOUN df65v694z4h 6 15 . . PUNCT df65v694z4h 7 1 good good ADJ df65v694z4h 7 2 codes code NOUN df65v694z4h 7 3 must must AUX df65v694z4h 7 4 possess possess VERB df65v694z4h 7 5 certain certain ADJ df65v694z4h 7 6 structures structure NOUN df65v694z4h 7 7 to to PART df65v694z4h 7 8 ensure ensure VERB df65v694z4h 7 9 power power NOUN df65v694z4h 7 10 efficiency efficiency NOUN df65v694z4h 7 11 and and CCONJ df65v694z4h 7 12 achieve achieve VERB df65v694z4h 7 13 high high ADJ df65v694z4h 7 14 rates rate NOUN df65v694z4h 7 15 . . PUNCT df65v694z4h 8 1 for for ADP df65v694z4h 8 2 the the DET df65v694z4h 8 3 discrete discrete ADJ df65v694z4h 8 4 - - PUNCT df65v694z4h 8 5 input input NOUN df65v694z4h 8 6 gaussian gaussian ADJ df65v694z4h 8 7 channel channel NOUN df65v694z4h 8 8 at at ADP df65v694z4h 8 9 low low PROPN df65v694z4h 8 10 snr snr PROPN df65v694z4h 8 11 , , PUNCT df65v694z4h 8 12 coded code VERB df65v694z4h 8 13 - - PUNCT df65v694z4h 8 14 psk psk PROPN df65v694z4h 8 15 surprisingly surprisingly ADV df65v694z4h 8 16 outperforms outperform VERB df65v694z4h 8 17 coded code VERB df65v694z4h 8 18 - - PUNCT df65v694z4h 8 19 qam qam PROPN df65v694z4h 8 20 with with ADP df65v694z4h 8 21 common common ADJ df65v694z4h 8 22 random random ADJ df65v694z4h 8 23 i.i.d i.i.d PROPN df65v694z4h 8 24 . . PUNCT df65v694z4h 9 1 codes code NOUN df65v694z4h 9 2 . . PUNCT df65v694z4h 10 1 for for ADP df65v694z4h 10 2 the the DET df65v694z4h 10 3 non non ADJ df65v694z4h 10 4 - - ADJ df65v694z4h 10 5 ergodic ergodic ADJ df65v694z4h 10 6 fading fading ADJ df65v694z4h 10 7 channel channel NOUN df65v694z4h 10 8 with with ADP df65v694z4h 10 9 short short PROPN df65v694z4h 10 10 blocklength blocklength PROPN df65v694z4h 10 11 , , PUNCT df65v694z4h 10 12 the the DET df65v694z4h 10 13 gaussian gaussian ADJ df65v694z4h 10 14 noise noise NOUN df65v694z4h 10 15 can can AUX df65v694z4h 10 16 have have VERB df65v694z4h 10 17 as as ADV df65v694z4h 10 18 significant significant ADJ df65v694z4h 10 19 an an DET df65v694z4h 10 20 impact impact NOUN df65v694z4h 10 21 on on ADP df65v694z4h 10 22 the the DET df65v694z4h 10 23 outage outage NOUN df65v694z4h 10 24 probability probability NOUN df65v694z4h 10 25 as as ADP df65v694z4h 10 26 fading fade VERB df65v694z4h 10 27 can can NOUN df65v694z4h 10 28 . . PUNCT df65v694z4h 11 1 and and CCONJ df65v694z4h 11 2 finally finally ADV df65v694z4h 11 3 , , PUNCT df65v694z4h 11 4 when when SCONJ df65v694z4h 11 5 channel channel NOUN df65v694z4h 11 6 uses use NOUN df65v694z4h 11 7 are be AUX df65v694z4h 11 8 precious precious ADJ df65v694z4h 11 9 , , PUNCT df65v694z4h 11 10 time time NOUN df65v694z4h 11 11 division division NOUN df65v694z4h 11 12 multiple multiple ADJ df65v694z4h 11 13 access access NOUN df65v694z4h 11 14 ( ( PUNCT df65v694z4h 11 15 tdma tdma PROPN df65v694z4h 11 16 ) ) PUNCT df65v694z4h 11 17 is be AUX df65v694z4h 11 18 costly costly ADJ df65v694z4h 11 19 , , PUNCT df65v694z4h 11 20 particularly particularly ADV df65v694z4h 11 21 when when SCONJ df65v694z4h 11 22 the the DET df65v694z4h 11 23 number number NOUN df65v694z4h 11 24 of of ADP df65v694z4h 11 25 users user NOUN df65v694z4h 11 26 grows grow VERB df65v694z4h 11 27 . . PUNCT df65v694z4h 12 1 on on ADP df65v694z4h 12 2 the the DET df65v694z4h 12 3 theoretical theoretical ADJ df65v694z4h 12 4 side side NOUN df65v694z4h 12 5 , , PUNCT df65v694z4h 12 6 our our PRON df65v694z4h 12 7 key key ADJ df65v694z4h 12 8 contribution contribution NOUN df65v694z4h 12 9 is be AUX df65v694z4h 12 10 a a DET df65v694z4h 12 11 unified unified ADJ df65v694z4h 12 12 and and CCONJ df65v694z4h 12 13 convenient convenient ADJ df65v694z4h 12 14 approach approach NOUN df65v694z4h 12 15 for for ADP df65v694z4h 12 16 proving prove VERB df65v694z4h 12 17 sharp sharp ADJ df65v694z4h 12 18 achievability achievability NOUN df65v694z4h 12 19 results result NOUN df65v694z4h 12 20 for for ADP df65v694z4h 12 21 a a DET df65v694z4h 12 22 variety variety NOUN df65v694z4h 12 23 of of ADP df65v694z4h 12 24 gaussian gaussian ADJ df65v694z4h 12 25 settings setting NOUN df65v694z4h 12 26 . . PUNCT df65v694z4h 13 1 we we PRON df65v694z4h 13 2 amend amend VERB df65v694z4h 13 3 the the DET df65v694z4h 13 4 standard standard ADJ df65v694z4h 13 5 method method NOUN df65v694z4h 13 6 of of ADP df65v694z4h 13 7 random random ADJ df65v694z4h 13 8 coding coding NOUN df65v694z4h 13 9 and and CCONJ df65v694z4h 13 10 typicality typicality NOUN df65v694z4h 13 11 decoding decoding NOUN df65v694z4h 13 12 to to PART df65v694z4h 13 13 make make VERB df65v694z4h 13 14 it it PRON df65v694z4h 13 15 applicable applicable ADJ df65v694z4h 13 16 to to ADP df65v694z4h 13 17 non non ADJ df65v694z4h 13 18 - - ADJ df65v694z4h 13 19 i.i.d i.i.d ADJ df65v694z4h 13 20 . . PUNCT df65v694z4h 14 1 inputs input NOUN df65v694z4h 14 2 and and CCONJ df65v694z4h 14 3 single single ADJ df65v694z4h 14 4 - - PUNCT df65v694z4h 14 5 user user NOUN df65v694z4h 14 6 as as ADV df65v694z4h 14 7 well well ADV df65v694z4h 14 8 as as ADP df65v694z4h 14 9 multi multi NOUN df65v694z4h 14 10 - - NOUN df65v694z4h 14 11 user user ADJ df65v694z4h 14 12 channels channel NOUN df65v694z4h 14 13 with with ADP df65v694z4h 14 14 cost cost NOUN df65v694z4h 14 15 constraints constraint NOUN df65v694z4h 14 16 . . PUNCT df65v694z4h 15 1 in in ADP df65v694z4h 15 2 particular particular ADJ df65v694z4h 15 3 , , PUNCT df65v694z4h 15 4 we we PRON df65v694z4h 15 5 use use VERB df65v694z4h 15 6 a a DET df65v694z4h 15 7 new new ADJ df65v694z4h 15 8 change change NOUN df65v694z4h 15 9 of of ADP df65v694z4h 15 10 measure measure NOUN df65v694z4h 15 11 technique technique NOUN df65v694z4h 15 12 and and CCONJ df65v694z4h 15 13 also also ADV df65v694z4h 15 14 apply apply VERB df65v694z4h 15 15 a a DET df65v694z4h 15 16 convenient convenient ADJ df65v694z4h 15 17 yet yet ADV df65v694z4h 15 18 powerful powerful ADJ df65v694z4h 15 19 form form NOUN df65v694z4h 15 20 of of ADP df65v694z4h 15 21 the the DET df65v694z4h 15 22 central central ADJ df65v694z4h 15 23 limit limit NOUN df65v694z4h 15 24 theorem theorem NOUN df65v694z4h 15 25 ( ( PUNCT df65v694z4h 15 26 clt clt NOUN df65v694z4h 15 27 ) ) PUNCT df65v694z4h 15 28 , , PUNCT df65v694z4h 15 29 called call VERB df65v694z4h 15 30 the the DET df65v694z4h 15 31 clt clt NOUN df65v694z4h 15 32 for for ADP df65v694z4h 15 33 functions function NOUN df65v694z4h 15 34 , , PUNCT df65v694z4h 15 35 to to PART df65v694z4h 15 36 analyze analyze VERB df65v694z4h 15 37 certain certain ADJ df65v694z4h 15 38 dependent dependent ADJ df65v694z4h 15 39 information information NOUN df65v694z4h 15 40 random random ADJ df65v694z4h 15 41 variables variable NOUN df65v694z4h 15 42 . . PUNCT df65v694z4h 16 1 in in ADP df65v694z4h 16 2 comparison comparison NOUN df65v694z4h 16 3 with with ADP df65v694z4h 16 4 other other ADJ df65v694z4h 16 5 sharp sharp ADJ df65v694z4h 16 6 achievability achievability NOUN df65v694z4h 16 7 methods method NOUN df65v694z4h 16 8 , , PUNCT df65v694z4h 16 9 our our PRON df65v694z4h 16 10 unified unified ADJ df65v694z4h 16 11 approach approach NOUN df65v694z4h 16 12 is be AUX df65v694z4h 16 13 more more ADV df65v694z4h 16 14 transparent transparent ADJ df65v694z4h 16 15 and and CCONJ df65v694z4h 16 16 follows follow VERB df65v694z4h 16 17 conventional conventional ADJ df65v694z4h 16 18 lines line NOUN df65v694z4h 16 19 of of ADP df65v694z4h 16 20 reasoning reasoning NOUN df65v694z4h 16 21 . . PUNCT