id sid tid token lemma pos cuesj-116 1 1 70 70 NUM cuesj-116 1 2 http://journals.cihanuniversity.edu.iq/index.php/cuesj http://journals.cihanuniversity.edu.iq/index.php/cuesj ADJ cuesj-116 1 3 cuesj cuesj NOUN cuesj-116 1 4 2019 2019 NUM cuesj-116 1 5 , , PUNCT cuesj-116 1 6 3 3 NUM cuesj-116 1 7 ( ( PUNCT cuesj-116 1 8 2 2 NUM cuesj-116 1 9 ): ): PUNCT cuesj-116 1 10 70 70 NUM cuesj-116 1 11 - - SYM cuesj-116 1 12 74 74 NUM cuesj-116 1 13 research research NOUN cuesj-116 1 14 article article NOUN cuesj-116 1 15 capacity capacity NOUN cuesj-116 1 16 analysis analysis NOUN cuesj-116 1 17 of of ADP cuesj-116 1 18 multiple multiple ADJ cuesj-116 1 19 - - PUNCT cuesj-116 1 20 input input NOUN cuesj-116 1 21 - - PUNCT cuesj-116 1 22 multiple multiple ADJ cuesj-116 1 23 - - PUNCT cuesj-116 1 24 output output NOUN cuesj-116 1 25 system system NOUN cuesj-116 1 26 over over ADP cuesj-116 1 27 rayleigh rayleigh PROPN cuesj-116 1 28 and and CCONJ cuesj-116 1 29 rician rician PROPN cuesj-116 1 30 fading fade VERB cuesj-116 1 31 channel channel NOUN cuesj-116 1 32 yazen yazen NOUN cuesj-116 1 33 saifuldeen saifuldeen VERB cuesj-116 1 34 mahmood mahmood PROPN cuesj-116 1 35 * * PROPN cuesj-116 1 36 , , PUNCT cuesj-116 1 37 ghassan ghassan PROPN cuesj-116 1 38 amanuel amanuel PROPN cuesj-116 1 39 qasmarrogy qasmarrogy PROPN cuesj-116 1 40 department department PROPN cuesj-116 1 41 of of ADP cuesj-116 1 42 communication communication NOUN cuesj-116 1 43 and and CCONJ cuesj-116 1 44 computer computer NOUN cuesj-116 1 45 engineering engineering NOUN cuesj-116 1 46 , , PUNCT cuesj-116 1 47 cihan cihan VERB cuesj-116 1 48 university university NOUN cuesj-116 1 49 - - PUNCT cuesj-116 1 50 erbil erbil PROPN cuesj-116 1 51 , , PUNCT cuesj-116 1 52 kurdistan kurdistan ADJ cuesj-116 1 53 region region NOUN cuesj-116 1 54 , , PUNCT cuesj-116 1 55 iraq iraq PROPN cuesj-116 1 56 abstract abstract ADP cuesj-116 1 57 this this DET cuesj-116 1 58 paper paper NOUN cuesj-116 1 59 aims aim VERB cuesj-116 1 60 to to PART cuesj-116 1 61 analyze analyze VERB cuesj-116 1 62 the the DET cuesj-116 1 63 channel channel NOUN cuesj-116 1 64 capacity capacity NOUN cuesj-116 1 65 in in ADP cuesj-116 1 66 terms term NOUN cuesj-116 1 67 of of ADP cuesj-116 1 68 spectral spectral ADJ cuesj-116 1 69 efficiency efficiency NOUN cuesj-116 1 70 of of ADP cuesj-116 1 71 a a DET cuesj-116 1 72 multiple multiple ADJ cuesj-116 1 73 - - PUNCT cuesj-116 1 74 input input NOUN cuesj-116 1 75 - - PUNCT cuesj-116 1 76 multiple multiple ADJ cuesj-116 1 77 - - PUNCT cuesj-116 1 78 output output NOUN cuesj-116 1 79 ( ( PUNCT cuesj-116 1 80 mimo mimo PROPN cuesj-116 1 81 ) ) PUNCT cuesj-116 1 82 system system NOUN cuesj-116 1 83 when when SCONJ cuesj-116 1 84 channel channel NOUN cuesj-116 1 85 state state NOUN cuesj-116 1 86 information information NOUN cuesj-116 1 87 ( ( PUNCT cuesj-116 1 88 csi csi PROPN cuesj-116 1 89 ) ) PUNCT cuesj-116 1 90 is be AUX cuesj-116 1 91 known know VERB cuesj-116 1 92 using use VERB cuesj-116 1 93 water water NOUN cuesj-116 1 94 - - PUNCT cuesj-116 1 95 filling fill VERB cuesj-116 1 96 algorithm algorithm NOUN cuesj-116 1 97 and and CCONJ cuesj-116 1 98 unknown unknown ADJ cuesj-116 1 99 at at ADP cuesj-116 1 100 the the DET cuesj-116 1 101 transmitter transmitter NOUN cuesj-116 1 102 side side NOUN cuesj-116 1 103 which which PRON cuesj-116 1 104 it it PRON cuesj-116 1 105 has have AUX cuesj-116 1 106 been be AUX cuesj-116 1 107 shown show VERB cuesj-116 1 108 that that SCONJ cuesj-116 1 109 the the DET cuesj-116 1 110 knowledge knowledge NOUN cuesj-116 1 111 of of ADP cuesj-116 1 112 the the DET cuesj-116 1 113 csi csi PROPN cuesj-116 1 114 at at ADP cuesj-116 1 115 the the DET cuesj-116 1 116 transmitter transmitter NOUN cuesj-116 1 117 enhancing enhance VERB cuesj-116 1 118 the the DET cuesj-116 1 119 performance performance NOUN cuesj-116 1 120 , , PUNCT cuesj-116 1 121 the the DET cuesj-116 1 122 random random ADJ cuesj-116 1 123 rayleigh rayleigh NOUN cuesj-116 1 124 and and CCONJ cuesj-116 1 125 rician rician PROPN cuesj-116 1 126 channel channel NOUN cuesj-116 1 127 models model NOUN cuesj-116 1 128 are be AUX cuesj-116 1 129 assumed assume VERB cuesj-116 1 130 . . PUNCT cuesj-116 2 1 ergodic ergodic ADJ cuesj-116 2 2 capacity capacity NOUN cuesj-116 2 3 and and CCONJ cuesj-116 2 4 outage outage NOUN cuesj-116 2 5 probability probability NOUN cuesj-116 2 6 are be AUX cuesj-116 2 7 the the DET cuesj-116 2 8 most most ADJ cuesj-116 2 9 channel channel NOUN cuesj-116 2 10 capacity capacity NOUN cuesj-116 2 11 definitions definition NOUN cuesj-116 2 12 which which PRON cuesj-116 2 13 are be AUX cuesj-116 2 14 investigated investigate VERB cuesj-116 2 15 in in ADP cuesj-116 2 16 this this DET cuesj-116 2 17 study study NOUN cuesj-116 2 18 . . PUNCT cuesj-116 3 1 matlab matlab PROPN cuesj-116 3 2 code code PROPN cuesj-116 3 3 is be AUX cuesj-116 3 4 devised devise VERB cuesj-116 3 5 to to PART cuesj-116 3 6 simulate simulate VERB cuesj-116 3 7 the the DET cuesj-116 3 8 capacity capacity NOUN cuesj-116 3 9 of of ADP cuesj-116 3 10 mimo mimo PROPN cuesj-116 3 11 system system NOUN cuesj-116 3 12 for for ADP cuesj-116 3 13 different different ADJ cuesj-116 3 14 numbers number NOUN cuesj-116 3 15 of of ADP cuesj-116 3 16 antenna antenna NOUN cuesj-116 3 17 nodes node NOUN cuesj-116 3 18 versus versus ADP cuesj-116 3 19 different different ADJ cuesj-116 3 20 signal signal NOUN cuesj-116 3 21 - - PUNCT cuesj-116 3 22 to to ADP cuesj-116 3 23 - - PUNCT cuesj-116 3 24 noise noise NOUN cuesj-116 3 25 ratio ratio NOUN cuesj-116 3 26 ( ( PUNCT cuesj-116 3 27 snr snr NOUN cuesj-116 3 28 ) ) PUNCT cuesj-116 3 29 values value NOUN cuesj-116 3 30 . . PUNCT cuesj-116 4 1 in in ADP cuesj-116 4 2 addition addition NOUN cuesj-116 4 3 , , PUNCT cuesj-116 4 4 the the DET cuesj-116 4 5 outage outage NOUN cuesj-116 4 6 capacity capacity NOUN cuesj-116 4 7 probabilities probability NOUN cuesj-116 4 8 for for ADP cuesj-116 4 9 vary vary ADJ cuesj-116 4 10 transmission transmission NOUN cuesj-116 4 11 rate rate NOUN cuesj-116 4 12 and and CCONJ cuesj-116 4 13 snr snr NOUN cuesj-116 4 14 are be AUX cuesj-116 4 15 discussed discuss VERB cuesj-116 4 16 . . PUNCT cuesj-116 5 1 keywords keyword NOUN cuesj-116 5 2 : : PUNCT cuesj-116 5 3 channel channel NOUN cuesj-116 5 4 state state NOUN cuesj-116 5 5 information information NOUN cuesj-116 5 6 , , PUNCT cuesj-116 5 7 ergodic ergodic ADJ cuesj-116 5 8 capacity capacity NOUN cuesj-116 5 9 , , PUNCT cuesj-116 5 10 multiple multiple ADJ cuesj-116 5 11 - - PUNCT cuesj-116 5 12 input input NOUN cuesj-116 5 13 - - PUNCT cuesj-116 5 14 multiple multiple ADJ cuesj-116 5 15 - - PUNCT cuesj-116 5 16 output output NOUN cuesj-116 5 17 , , PUNCT cuesj-116 5 18 outage outage NOUN cuesj-116 5 19 capacity capacity NOUN cuesj-116 5 20 , , PUNCT cuesj-116 5 21 rayleigh rayleigh PROPN cuesj-116 5 22 , , PUNCT cuesj-116 5 23 rician rician PROPN cuesj-116 5 24 , , PUNCT cuesj-116 5 25 water water NOUN cuesj-116 5 26 filling filling NOUN cuesj-116 5 27 introduction introduction NOUN cuesj-116 5 28 recently recently ADV cuesj-116 5 29 , , PUNCT cuesj-116 5 30 the the DET cuesj-116 5 31 evolving evolve VERB cuesj-116 5 32 technologies technology NOUN cuesj-116 5 33 demand demand NOUN cuesj-116 5 34 for for ADP cuesj-116 5 35 multipleinput multipleinput NOUN cuesj-116 5 36 - - PUNCT cuesj-116 5 37 multiple multiple ADJ cuesj-116 5 38 - - PUNCT cuesj-116 5 39 output output NOUN cuesj-116 5 40 ( ( PUNCT cuesj-116 5 41 mimo mimo PROPN cuesj-116 5 42 ) ) PUNCT cuesj-116 5 43 system system NOUN cuesj-116 5 44 is be AUX cuesj-116 5 45 explosively explosively ADV cuesj-116 5 46 growing grow VERB cuesj-116 5 47 ; ; PUNCT cuesj-116 5 48 mimo mimo PROPN cuesj-116 5 49 system system NOUN cuesj-116 5 50 offers offer VERB cuesj-116 5 51 greater great ADJ cuesj-116 5 52 capacity capacity NOUN cuesj-116 5 53 than than ADP cuesj-116 5 54 limited limited ADJ cuesj-116 5 55 capacity capacity NOUN cuesj-116 5 56 of of ADP cuesj-116 5 57 conventional conventional ADJ cuesj-116 5 58 single single ADJ cuesj-116 5 59 - - PUNCT cuesj-116 5 60 input input NOUN cuesj-116 5 61 single single ADJ cuesj-116 5 62 - - PUNCT cuesj-116 5 63 output output NOUN cuesj-116 5 64 ( ( PUNCT cuesj-116 5 65 siso siso NOUN cuesj-116 5 66 ) ) PUNCT cuesj-116 5 67 . . PUNCT cuesj-116 6 1 mimo mimo PROPN cuesj-116 6 2 system system PROPN cuesj-116 6 3 can can AUX cuesj-116 6 4 able able VERB cuesj-116 6 5 to to PART cuesj-116 6 6 improve improve VERB cuesj-116 6 7 channel channel NOUN cuesj-116 6 8 capacity capacity NOUN cuesj-116 6 9 , , PUNCT cuesj-116 6 10 range range NOUN cuesj-116 6 11 , , PUNCT cuesj-116 6 12 and and CCONJ cuesj-116 6 13 reliability reliability NOUN cuesj-116 6 14 without without ADP cuesj-116 6 15 requiring require VERB cuesj-116 6 16 any any DET cuesj-116 6 17 additional additional ADJ cuesj-116 6 18 bandwidth bandwidth NOUN cuesj-116 6 19 or or CCONJ cuesj-116 6 20 transmit transmit NOUN cuesj-116 6 21 power power NOUN cuesj-116 6 22 . . PUNCT cuesj-116 7 1 the the DET cuesj-116 7 2 large large ADJ cuesj-116 7 3 transmission transmission NOUN cuesj-116 7 4 rates rate NOUN cuesj-116 7 5 associated associate VERB cuesj-116 7 6 with with ADP cuesj-116 7 7 mimo mimo PROPN cuesj-116 7 8 channels channel NOUN cuesj-116 7 9 are be AUX cuesj-116 7 10 due due ADJ cuesj-116 7 11 to to ADP cuesj-116 7 12 the the DET cuesj-116 7 13 fact fact NOUN cuesj-116 7 14 that that SCONJ cuesj-116 7 15 a a DET cuesj-116 7 16 rich rich ADJ cuesj-116 7 17 scattering scatter VERB cuesj-116 7 18 environment environment NOUN cuesj-116 7 19 provides provide VERB cuesj-116 7 20 independent independent ADJ cuesj-116 7 21 transmission transmission NOUN cuesj-116 7 22 paths path NOUN cuesj-116 7 23 from from ADP cuesj-116 7 24 each each DET cuesj-116 7 25 transmit transmit ADJ cuesj-116 7 26 antenna antenna NOUN cuesj-116 7 27 to to ADP cuesj-116 7 28 each each DET cuesj-116 7 29 receive receive NOUN cuesj-116 7 30 antenna antenna NOUN cuesj-116 7 31 , , PUNCT cuesj-116 7 32 i.e. i.e. X cuesj-116 7 33 , , PUNCT cuesj-116 7 34 multipath multipath ADJ cuesj-116 7 35 fading fade VERB cuesj-116 7 36 channel channel NOUN cuesj-116 7 37 is be AUX cuesj-116 7 38 produced produce VERB cuesj-116 7 39 . . PUNCT cuesj-116 8 1 although although SCONJ cuesj-116 8 2 fading fading NOUN cuesj-116 8 3 is be AUX cuesj-116 8 4 caused cause VERB cuesj-116 8 5 a a DET cuesj-116 8 6 performance performance NOUN cuesj-116 8 7 poverty poverty NOUN cuesj-116 8 8 in in ADP cuesj-116 8 9 wireless wireless ADJ cuesj-116 8 10 communication communication NOUN cuesj-116 8 11 , , PUNCT cuesj-116 8 12 mimo mimo PROPN cuesj-116 8 13 channels channel NOUN cuesj-116 8 14 use use VERB cuesj-116 8 15 the the DET cuesj-116 8 16 fading fading NOUN cuesj-116 8 17 to to PART cuesj-116 8 18 increase increase VERB cuesj-116 8 19 the the DET cuesj-116 8 20 capacity.[1,2 capacity.[1,2 X cuesj-116 8 21 ] ] X cuesj-116 8 22 mimo mimo PROPN cuesj-116 8 23 channel channel PROPN cuesj-116 8 24 capacity capacity NOUN cuesj-116 8 25 is be AUX cuesj-116 8 26 related relate VERB cuesj-116 8 27 to to ADP cuesj-116 8 28 the the DET cuesj-116 8 29 shannon shannon PROPN cuesj-116 8 30 theoretic theoretic PROPN cuesj-116 8 31 sense sense NOUN cuesj-116 8 32 . . PUNCT cuesj-116 9 1 the the DET cuesj-116 9 2 shannon shannon PROPN cuesj-116 9 3 capacity capacity NOUN cuesj-116 9 4 is be AUX cuesj-116 9 5 the the DET cuesj-116 9 6 maximum maximum ADJ cuesj-116 9 7 mutual mutual ADJ cuesj-116 9 8 information information NOUN cuesj-116 9 9 of of ADP cuesj-116 9 10 a a DET cuesj-116 9 11 single single ADJ cuesj-116 9 12 user user NOUN cuesj-116 9 13 time time NOUN cuesj-116 9 14 - - PUNCT cuesj-116 9 15 invariant invariant ADJ cuesj-116 9 16 channel channel NOUN cuesj-116 9 17 corresponds correspond VERB cuesj-116 9 18 to to ADP cuesj-116 9 19 the the DET cuesj-116 9 20 maximum maximum ADJ cuesj-116 9 21 data data NOUN cuesj-116 9 22 rate rate NOUN cuesj-116 9 23 that that PRON cuesj-116 9 24 can can AUX cuesj-116 9 25 be be AUX cuesj-116 9 26 transmitted transmit VERB cuesj-116 9 27 over over ADP cuesj-116 9 28 the the DET cuesj-116 9 29 channel channel NOUN cuesj-116 9 30 with with ADP cuesj-116 9 31 arbitrarily arbitrarily ADV cuesj-116 9 32 small small ADJ cuesj-116 9 33 error error NOUN cuesj-116 9 34 probability probability NOUN cuesj-116 9 35 . . PUNCT cuesj-116 10 1 in in ADP cuesj-116 10 2 the the DET cuesj-116 10 3 timevarying timevarying NOUN cuesj-116 10 4 channel channel NOUN cuesj-116 10 5 , , PUNCT cuesj-116 10 6 the the DET cuesj-116 10 7 channel channel NOUN cuesj-116 10 8 capacity capacity NOUN cuesj-116 10 9 has have VERB cuesj-116 10 10 multiple multiple ADJ cuesj-116 10 11 definitions definition NOUN cuesj-116 10 12 , , PUNCT cuesj-116 10 13 depending depend VERB cuesj-116 10 14 on on ADP cuesj-116 10 15 what what PRON cuesj-116 10 16 is be AUX cuesj-116 10 17 known know VERB cuesj-116 10 18 about about ADP cuesj-116 10 19 the the DET cuesj-116 10 20 instantaneous instantaneous ADJ cuesj-116 10 21 channel channel NOUN cuesj-116 10 22 state state NOUN cuesj-116 10 23 information information NOUN cuesj-116 10 24 ( ( PUNCT cuesj-116 10 25 csi csi PROPN cuesj-116 10 26 ) ) PUNCT cuesj-116 10 27 at at ADP cuesj-116 10 28 both both DET cuesj-116 10 29 transmitter transmitter NOUN cuesj-116 10 30 and and CCONJ cuesj-116 10 31 receiver receiver NOUN cuesj-116 10 32 , , PUNCT cuesj-116 10 33 and and CCONJ cuesj-116 10 34 whether whether SCONJ cuesj-116 10 35 or or CCONJ cuesj-116 10 36 not not PART cuesj-116 10 37 capacity capacity NOUN cuesj-116 10 38 is be AUX cuesj-116 10 39 measured measure VERB cuesj-116 10 40 based base VERB cuesj-116 10 41 on on ADP cuesj-116 10 42 averaging average VERB cuesj-116 10 43 the the DET cuesj-116 10 44 rate rate NOUN cuesj-116 10 45 overall overall ADJ cuesj-116 10 46 channel channel NOUN cuesj-116 10 47 states state NOUN cuesj-116 10 48 or or CCONJ cuesj-116 10 49 maintaining maintain VERB cuesj-116 10 50 a a DET cuesj-116 10 51 fixed fix VERB cuesj-116 10 52 rate rate NOUN cuesj-116 10 53 for for ADP cuesj-116 10 54 most most ADJ cuesj-116 10 55 channel channel NOUN cuesj-116 10 56 states state NOUN cuesj-116 10 57 . . PUNCT cuesj-116 11 1 when when SCONJ cuesj-116 11 2 csi csi PROPN cuesj-116 11 3 is be AUX cuesj-116 11 4 known know VERB cuesj-116 11 5 perfectly perfectly ADV cuesj-116 11 6 both both CCONJ cuesj-116 11 7 at at ADP cuesj-116 11 8 transmitter transmitter NOUN cuesj-116 11 9 and and CCONJ cuesj-116 11 10 receiver receiver NOUN cuesj-116 11 11 , , PUNCT cuesj-116 11 12 the the DET cuesj-116 11 13 transmitter transmitter NOUN cuesj-116 11 14 can can AUX cuesj-116 11 15 adapt adapt VERB cuesj-116 11 16 its its PRON cuesj-116 11 17 transmission transmission NOUN cuesj-116 11 18 strategy strategy NOUN cuesj-116 11 19 relative relative ADJ cuesj-116 11 20 to to ADP cuesj-116 11 21 the the DET cuesj-116 11 22 channel channel NOUN cuesj-116 11 23 using use VERB cuesj-116 11 24 many many ADJ cuesj-116 11 25 power power NOUN cuesj-116 11 26 control control NOUN cuesj-116 11 27 algorithms algorithm NOUN cuesj-116 11 28 for for ADP cuesj-116 11 29 wireless wireless NOUN cuesj-116 11 30 networks.[3,4 networks.[3,4 NOUN cuesj-116 11 31 ] ] X cuesj-116 11 32 therefore therefore ADV cuesj-116 11 33 , , PUNCT cuesj-116 11 34 channel channel NOUN cuesj-116 11 35 capacity capacity NOUN cuesj-116 11 36 is be AUX cuesj-116 11 37 characterized characterize VERB cuesj-116 11 38 by by ADP cuesj-116 11 39 the the DET cuesj-116 11 40 ergodic ergodic ADJ cuesj-116 11 41 or or CCONJ cuesj-116 11 42 outage outage NOUN cuesj-116 11 43 . . PUNCT cuesj-116 12 1 ergodic ergodic ADJ cuesj-116 12 2 capacity capacity NOUN cuesj-116 12 3 can can AUX cuesj-116 12 4 be be AUX cuesj-116 12 5 defined define VERB cuesj-116 12 6 as as ADP cuesj-116 12 7 expected expect VERB cuesj-116 12 8 value value NOUN cuesj-116 12 9 of of ADP cuesj-116 12 10 channel channel NOUN cuesj-116 12 11 capacity capacity NOUN cuesj-116 12 12 which which PRON cuesj-116 12 13 is be AUX cuesj-116 12 14 suitable suitable ADJ cuesj-116 12 15 for for ADP cuesj-116 12 16 fast fast ADJ cuesj-116 12 17 varying vary VERB cuesj-116 12 18 channels channel NOUN cuesj-116 12 19 . . PUNCT cuesj-116 13 1 the the DET cuesj-116 13 2 outage outage NOUN cuesj-116 13 3 probability probability NOUN cuesj-116 13 4 is be AUX cuesj-116 13 5 the the DET cuesj-116 13 6 maximum maximum ADJ cuesj-116 13 7 rate rate NOUN cuesj-116 13 8 that that PRON cuesj-116 13 9 can can AUX cuesj-116 13 10 be be AUX cuesj-116 13 11 maintained maintain VERB cuesj-116 13 12 in in ADP cuesj-116 13 13 all all DET cuesj-116 13 14 channel channel NOUN cuesj-116 13 15 states state NOUN cuesj-116 13 16 with with ADP cuesj-116 13 17 some some DET cuesj-116 13 18 probability probability NOUN cuesj-116 13 19 of of ADP cuesj-116 13 20 outage outage NOUN cuesj-116 13 21 . . PUNCT cuesj-116 14 1 when when SCONJ cuesj-116 14 2 only only ADV cuesj-116 14 3 the the DET cuesj-116 14 4 receiver receiver NOUN cuesj-116 14 5 has have VERB cuesj-116 14 6 perfect perfect ADJ cuesj-116 14 7 knowledge knowledge NOUN cuesj-116 14 8 of of ADP cuesj-116 14 9 the the DET cuesj-116 14 10 csi csi PROPN cuesj-116 14 11 , , PUNCT cuesj-116 14 12 then then ADV cuesj-116 14 13 the the DET cuesj-116 14 14 transmitter transmitter NOUN cuesj-116 14 15 must must AUX cuesj-116 14 16 maintain maintain VERB cuesj-116 14 17 a a DET cuesj-116 14 18 fixed fix VERB cuesj-116 14 19 rate rate NOUN cuesj-116 14 20 transmission transmission NOUN cuesj-116 14 21 strategy strategy NOUN cuesj-116 14 22 based base VERB cuesj-116 14 23 on on ADP cuesj-116 14 24 knowledge knowledge NOUN cuesj-116 14 25 of of ADP cuesj-116 14 26 the the DET cuesj-116 14 27 channel channel NOUN cuesj-116 14 28 statistics statistic NOUN cuesj-116 14 29 only only ADV cuesj-116 14 30 , , PUNCT cuesj-116 14 31 which which PRON cuesj-116 14 32 can can AUX cuesj-116 14 33 include include VERB cuesj-116 14 34 the the DET cuesj-116 14 35 full full ADJ cuesj-116 14 36 channel channel NOUN cuesj-116 14 37 distribution distribution NOUN cuesj-116 14 38 just just ADV cuesj-116 14 39 its its PRON cuesj-116 14 40 mean mean NOUN cuesj-116 14 41 and and CCONJ cuesj-116 14 42 variance variance NOUN cuesj-116 14 43 are be AUX cuesj-116 14 44 known know VERB cuesj-116 14 45 . . PUNCT cuesj-116 15 1 in in ADP cuesj-116 15 2 this this DET cuesj-116 15 3 case case NOUN cuesj-116 15 4 , , PUNCT cuesj-116 15 5 ergodic ergodic ADJ cuesj-116 15 6 capacity capacity NOUN cuesj-116 15 7 defines define VERB cuesj-116 15 8 the the DET cuesj-116 15 9 rate rate NOUN cuesj-116 15 10 that that PRON cuesj-116 15 11 can can AUX cuesj-116 15 12 be be AUX cuesj-116 15 13 achieved achieve VERB cuesj-116 15 14 through through ADP cuesj-116 15 15 this this DET cuesj-116 15 16 fixed fix VERB cuesj-116 15 17 rate rate NOUN cuesj-116 15 18 strategy strategy NOUN cuesj-116 15 19 based base VERB cuesj-116 15 20 on on ADP cuesj-116 15 21 receiver receiver NOUN cuesj-116 15 22 averaging average VERB cuesj-116 15 23 overall overall ADJ cuesj-116 15 24 channel channel NOUN cuesj-116 15 25 states.[5 states.[5 ADV cuesj-116 15 26 ] ] PUNCT cuesj-116 15 27 alternatively alternatively ADV cuesj-116 15 28 , , PUNCT cuesj-116 15 29 the the DET cuesj-116 15 30 transmitter transmitter NOUN cuesj-116 15 31 can can AUX cuesj-116 15 32 send send VERB cuesj-116 15 33 at at ADP cuesj-116 15 34 a a DET cuesj-116 15 35 rate rate NOUN cuesj-116 15 36 that that PRON cuesj-116 15 37 can can AUX cuesj-116 15 38 not not PART cuesj-116 15 39 be be AUX cuesj-116 15 40 supported support VERB cuesj-116 15 41 by by ADP cuesj-116 15 42 all all DET cuesj-116 15 43 channel channel NOUN cuesj-116 15 44 states state NOUN cuesj-116 15 45 , , PUNCT cuesj-116 15 46 in in ADP cuesj-116 15 47 these these DET cuesj-116 15 48 poor poor ADJ cuesj-116 15 49 channel channel NOUN cuesj-116 15 50 states state NOUN cuesj-116 15 51 that that SCONJ cuesj-116 15 52 the the DET cuesj-116 15 53 receiver receiver NOUN cuesj-116 15 54 declares declare VERB cuesj-116 15 55 an an DET cuesj-116 15 56 outage outage NOUN cuesj-116 15 57 and and CCONJ cuesj-116 15 58 the the DET cuesj-116 15 59 transmitted transmit VERB cuesj-116 15 60 data datum NOUN cuesj-116 15 61 are be AUX cuesj-116 15 62 lost lose VERB cuesj-116 15 63 . . PUNCT cuesj-116 16 1 the the DET cuesj-116 16 2 remainder remainder NOUN cuesj-116 16 3 of of ADP cuesj-116 16 4 this this DET cuesj-116 16 5 paper paper NOUN cuesj-116 16 6 is be AUX cuesj-116 16 7 organized organize VERB cuesj-116 16 8 as as SCONJ cuesj-116 16 9 follows follow VERB cuesj-116 16 10 . . PUNCT cuesj-116 17 1 the the DET cuesj-116 17 2 next next ADJ cuesj-116 17 3 section section NOUN cuesj-116 17 4 presents present VERB cuesj-116 17 5 the the DET cuesj-116 17 6 multipath multipath NOUN cuesj-116 17 7 fading fade VERB cuesj-116 17 8 channels channel NOUN cuesj-116 17 9 ( ( PUNCT cuesj-116 17 10 rayleigh rayleigh NOUN cuesj-116 17 11 and and CCONJ cuesj-116 17 12 rician rician PROPN cuesj-116 17 13 ) ) PUNCT cuesj-116 17 14 . . PUNCT cuesj-116 18 1 capacity capacity NOUN cuesj-116 18 2 of of ADP cuesj-116 18 3 mimo mimo PROPN cuesj-116 18 4 system system NOUN cuesj-116 18 5 will will AUX cuesj-116 18 6 be be AUX cuesj-116 18 7 studied study VERB cuesj-116 18 8 in in ADP cuesj-116 18 9 section section NOUN cuesj-116 18 10 3 3 NUM cuesj-116 18 11 . . PUNCT cuesj-116 19 1 in in ADP cuesj-116 19 2 section section NOUN cuesj-116 19 3 4 4 NUM cuesj-116 19 4 , , PUNCT cuesj-116 19 5 ergodic ergodic ADJ cuesj-116 19 6 capacity capacity NOUN cuesj-116 19 7 and and CCONJ cuesj-116 19 8 outage outage NOUN cuesj-116 19 9 capacity capacity NOUN cuesj-116 19 10 notions notion NOUN cuesj-116 19 11 are be AUX cuesj-116 19 12 explained explain VERB cuesj-116 19 13 . . PUNCT cuesj-116 20 1 section section NOUN cuesj-116 20 2 5 5 NUM cuesj-116 20 3 , , PUNCT cuesj-116 20 4 the the DET cuesj-116 20 5 simulation simulation NOUN cuesj-116 20 6 results result VERB cuesj-116 20 7 with with ADP cuesj-116 20 8 discussions discussion NOUN cuesj-116 20 9 will will AUX cuesj-116 20 10 detail detail VERB cuesj-116 20 11 . . PUNCT cuesj-116 21 1 finally finally ADV cuesj-116 21 2 , , PUNCT cuesj-116 21 3 major major ADJ cuesj-116 21 4 conclusion conclusion NOUN cuesj-116 21 5 of of ADP cuesj-116 21 6 the the DET cuesj-116 21 7 paper paper NOUN cuesj-116 21 8 is be AUX cuesj-116 21 9 discussed discuss VERB cuesj-116 21 10 . . PUNCT cuesj-116 22 1 corresponding correspond VERB cuesj-116 22 2 author author NOUN cuesj-116 22 3 : : PUNCT cuesj-116 22 4 yazen yazen NOUN cuesj-116 22 5 saifuldeen saifuldeen PROPN cuesj-116 22 6 mahmood mahmood PROPN cuesj-116 22 7 , , PUNCT cuesj-116 22 8 cihan cihan VERB cuesj-116 22 9 university university NOUN cuesj-116 22 10 - - PUNCT cuesj-116 22 11 erbil erbil PROPN cuesj-116 22 12 , , PUNCT cuesj-116 22 13 kurdistan kurdistan PROPN cuesj-116 22 14 region region NOUN cuesj-116 22 15 , , PUNCT cuesj-116 22 16 iraq iraq PROPN cuesj-116 22 17 . . PUNCT cuesj-116 23 1 e e X cuesj-116 23 2 - - NOUN cuesj-116 23 3 mail mail NOUN cuesj-116 23 4 : : PUNCT cuesj-116 23 5 yazen.mahmood@cihanuniversity.edu.iq.test-google-a.com yazen.mahmood@cihanuniversity.edu.iq.test-google-a.com PROPN cuesj-116 23 6 received receive VERB cuesj-116 23 7 : : PUNCT cuesj-116 23 8 apr apr NOUN cuesj-116 23 9 9 9 NUM cuesj-116 23 10 , , PUNCT cuesj-116 23 11 2019 2019 NUM cuesj-116 23 12 accepted accept VERB cuesj-116 23 13 : : PUNCT cuesj-116 23 14 apr apr NOUN cuesj-116 23 15 23 23 NUM cuesj-116 23 16 , , PUNCT cuesj-116 23 17 2019 2019 NUM cuesj-116 23 18 published publish VERB cuesj-116 23 19 : : PUNCT cuesj-116 23 20 aug aug PROPN cuesj-116 23 21 20 20 NUM cuesj-116 23 22 , , PUNCT cuesj-116 23 23 2019 2019 NUM cuesj-116 23 24 doi doi NOUN cuesj-116 23 25 : : PUNCT cuesj-116 23 26 10.24086 10.24086 NUM cuesj-116 23 27 / / SYM cuesj-116 23 28 cuesj.v3n2y2019.pp70 cuesj.v3n2y2019.pp70 NUM cuesj-116 23 29 - - SYM cuesj-116 23 30 74 74 NUM cuesj-116 23 31 copyright copyright NOUN cuesj-116 23 32 © © PROPN cuesj-116 23 33 2019 2019 NUM cuesj-116 23 34 yazen yazen NOUN cuesj-116 23 35 saifuldeen saifuldeen PROPN cuesj-116 23 36 mahmood mahmood PROPN cuesj-116 23 37 , , PUNCT cuesj-116 23 38 ghassan ghassan PROPN cuesj-116 23 39 amanuel amanuel PROPN cuesj-116 23 40 qasmarrogy qasmarrogy PROPN cuesj-116 23 41 . . PUNCT cuesj-116 24 1 this this PRON cuesj-116 24 2 is be AUX cuesj-116 24 3 an an DET cuesj-116 24 4 open open ADJ cuesj-116 24 5 - - PUNCT cuesj-116 24 6 access access NOUN cuesj-116 24 7 article article NOUN cuesj-116 24 8 distributed distribute VERB cuesj-116 24 9 under under ADP cuesj-116 24 10 the the DET cuesj-116 24 11 creative creative ADJ cuesj-116 24 12 commons common NOUN cuesj-116 24 13 attribution attribution NOUN cuesj-116 24 14 license license NOUN cuesj-116 24 15 . . PUNCT cuesj-116 25 1 cihan cihan VERB cuesj-116 25 2 university university NOUN cuesj-116 25 3 - - PUNCT cuesj-116 25 4 erbil erbil PROPN cuesj-116 25 5 scientific scientific ADJ cuesj-116 25 6 journal journal NOUN cuesj-116 25 7 ( ( PUNCT cuesj-116 25 8 cuesj cuesj PROPN cuesj-116 25 9 ) ) PUNCT cuesj-116 25 10 https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/ PROPN cuesj-116 25 11 https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/ PROPN cuesj-116 25 12 mahmood mahmood PROPN cuesj-116 25 13 and and CCONJ cuesj-116 25 14 qasmarrogy qasmarrogy NOUN cuesj-116 25 15 : : PUNCT cuesj-116 25 16 capacity capacity NOUN cuesj-116 25 17 analysis analysis NOUN cuesj-116 25 18 of of ADP cuesj-116 25 19 mimo mimo PROPN cuesj-116 25 20 system system NOUN cuesj-116 25 21 over over ADP cuesj-116 25 22 rayleigh rayleigh PROPN cuesj-116 25 23 and and CCONJ cuesj-116 25 24 rician rician PROPN cuesj-116 25 25 fading fade VERB cuesj-116 25 26 channel channel NOUN cuesj-116 25 27 71 71 NUM cuesj-116 25 28 http://journals.cihanuniversity.edu.iq/index.php/cuesj http://journals.cihanuniversity.edu.iq/index.php/cuesj ADJ cuesj-116 25 29 cuesj cuesj NOUN cuesj-116 25 30 2019 2019 NUM cuesj-116 25 31 , , PUNCT cuesj-116 25 32 3 3 NUM cuesj-116 25 33 ( ( PUNCT cuesj-116 25 34 2 2 NUM cuesj-116 25 35 ): ): PUNCT cuesj-116 25 36 70 70 NUM cuesj-116 25 37 - - SYM cuesj-116 25 38 74 74 NUM cuesj-116 25 39 fading fade VERB cuesj-116 25 40 channel channel NOUN cuesj-116 25 41 models model NOUN cuesj-116 25 42 rayleigh rayleigh PROPN cuesj-116 25 43 channel channel PROPN cuesj-116 25 44 the the DET cuesj-116 25 45 rayleigh rayleigh PROPN cuesj-116 25 46 fading fade VERB cuesj-116 25 47 channel channel NOUN cuesj-116 25 48 is be AUX cuesj-116 25 49 composed compose VERB cuesj-116 25 50 from from ADP cuesj-116 25 51 the the DET cuesj-116 25 52 effects effect NOUN cuesj-116 25 53 of of ADP cuesj-116 25 54 multipath multipath NOUN cuesj-116 25 55 embrace embrace NOUN cuesj-116 25 56 constructive constructive ADJ cuesj-116 25 57 and and CCONJ cuesj-116 25 58 destructive destructive ADJ cuesj-116 25 59 interference interference NOUN cuesj-116 25 60 , , PUNCT cuesj-116 25 61 and and CCONJ cuesj-116 25 62 phase phase NOUN cuesj-116 25 63 shifting shift VERB cuesj-116 25 64 of of ADP cuesj-116 25 65 the the DET cuesj-116 25 66 signal signal NOUN cuesj-116 25 67 . . PUNCT cuesj-116 26 1 the the DET cuesj-116 26 2 rayleigh rayleigh PROPN cuesj-116 26 3 distribution distribution NOUN cuesj-116 26 4 is be AUX cuesj-116 26 5 commonly commonly ADV cuesj-116 26 6 used use VERB cuesj-116 26 7 to to PART cuesj-116 26 8 describe describe VERB cuesj-116 26 9 the the DET cuesj-116 26 10 statistical statistical ADJ cuesj-116 26 11 time time NOUN cuesj-116 26 12 - - PUNCT cuesj-116 26 13 varying vary VERB cuesj-116 26 14 nature nature NOUN cuesj-116 26 15 of of ADP cuesj-116 26 16 the the DET cuesj-116 26 17 received receive VERB cuesj-116 26 18 envelope envelope NOUN cuesj-116 26 19 of of ADP cuesj-116 26 20 the the DET cuesj-116 26 21 flat flat ADJ cuesj-116 26 22 fading fade VERB cuesj-116 26 23 signal signal NOUN cuesj-116 26 24 , , PUNCT cuesj-116 26 25 or or CCONJ cuesj-116 26 26 the the DET cuesj-116 26 27 envelop envelop NOUN cuesj-116 26 28 of of ADP cuesj-116 26 29 an an DET cuesj-116 26 30 individual individual ADJ cuesj-116 26 31 multipath multipath NOUN cuesj-116 26 32 component component NOUN cuesj-116 26 33 , , PUNCT cuesj-116 26 34 where where SCONJ cuesj-116 26 35 there there PRON cuesj-116 26 36 is be VERB cuesj-116 26 37 no no DET cuesj-116 26 38 line line NOUN cuesj-116 26 39 of of ADP cuesj-116 26 40 sight sight NOUN cuesj-116 26 41 ( ( PUNCT cuesj-116 26 42 los los PROPN cuesj-116 26 43 ) ) PUNCT cuesj-116 26 44 path path NOUN cuesj-116 26 45 means mean VERB cuesj-116 26 46 no no DET cuesj-116 26 47 direct direct ADJ cuesj-116 26 48 path path NOUN cuesj-116 26 49 between between ADP cuesj-116 26 50 transmitter transmitter NOUN cuesj-116 26 51 and and CCONJ cuesj-116 26 52 receiver receiver NOUN cuesj-116 26 53 . . PUNCT cuesj-116 27 1 the the DET cuesj-116 27 2 envelope envelope NOUN cuesj-116 27 3 of of ADP cuesj-116 27 4 the the DET cuesj-116 27 5 sum sum NOUN cuesj-116 27 6 of of ADP cuesj-116 27 7 two two NUM cuesj-116 27 8 quadrature quadrature NOUN cuesj-116 27 9 gaussian gaussian NOUN cuesj-116 27 10 noise noise NOUN cuesj-116 27 11 signals signal NOUN cuesj-116 27 12 obeys obey VERB cuesj-116 27 13 a a DET cuesj-116 27 14 rayleigh rayleigh PROPN cuesj-116 27 15 distribution.[6 distribution.[6 PROPN cuesj-116 27 16 ] ] PUNCT cuesj-116 28 1 the the DET cuesj-116 28 2 rayleigh rayleigh PROPN cuesj-116 28 3 distribution distribution NOUN cuesj-116 28 4 has have VERB cuesj-116 28 5 a a DET cuesj-116 28 6 probability probability NOUN cuesj-116 28 7 density density NOUN cuesj-116 28 8 function function NOUN cuesj-116 28 9 ( ( PUNCT cuesj-116 28 10 pdf pdf NOUN cuesj-116 28 11 ) ) PUNCT cuesj-116 28 12 given give VERB cuesj-116 28 13 by by ADP cuesj-116 28 14 : : PUNCT cuesj-116 28 15   PROPN cuesj-116 28 16   PROPN cuesj-116 28 17   NOUN cuesj-116 28 18   PROPN cuesj-116 28 19   DET cuesj-116 28 20   NOUN cuesj-116 28 21   VERB cuesj-116 28 22   NUM cuesj-116 28 23   NOUN cuesj-116 28 24   NUM cuesj-116 28 25   NUM cuesj-116 28 26   PROPN cuesj-116 28 27   NOUN cuesj-116 28 28   PROPN cuesj-116 28 29 2 2 NUM cuesj-116 28 30 22 22 NUM cuesj-116 28 31 2 2 NUM cuesj-116 28 32                         SPACE cuesj-116 28 33 0 0 NUM cuesj-116 28 34 0 0 NUM cuesj-116 28 35                             SPACE cuesj-116 28 36 0 0 NUM cuesj-116 28 37 rr rr PROPN cuesj-116 28 38 e e X cuesj-116 28 39 rp rp NOUN cuesj-116 28 40 r r NOUN cuesj-116 28 41 r r PROPN cuesj-116 28 42 σ σ PROPN cuesj-116 28 43 σ σ PROPN cuesj-116 28 44 ( ( PUNCT cuesj-116 28 45 1 1 NUM cuesj-116 28 46 ) ) PUNCT cuesj-116 28 47 where where SCONJ cuesj-116 28 48 , , PUNCT cuesj-116 28 49 σ2 σ2 PROPN cuesj-116 28 50 is be AUX cuesj-116 28 51 the the DET cuesj-116 28 52 time time NOUN cuesj-116 28 53 - - PUNCT cuesj-116 28 54 average average ADJ cuesj-116 28 55 power power NOUN cuesj-116 28 56 of of ADP cuesj-116 28 57 the the DET cuesj-116 28 58 received receive VERB cuesj-116 28 59 signal signal NOUN cuesj-116 28 60 before before ADP cuesj-116 28 61 envelope envelope NOUN cuesj-116 28 62 detection detection NOUN cuesj-116 28 63 . . PUNCT cuesj-116 29 1 rician rician PROPN cuesj-116 29 2 channel channel PROPN cuesj-116 29 3 when when SCONJ cuesj-116 29 4 there there PRON cuesj-116 29 5 is be VERB cuesj-116 29 6 los los PROPN cuesj-116 29 7 , , PUNCT cuesj-116 29 8 direct direct ADJ cuesj-116 29 9 path path NOUN cuesj-116 29 10 is be AUX cuesj-116 29 11 normally normally ADV cuesj-116 29 12 the the DET cuesj-116 29 13 strongest strong ADJ cuesj-116 29 14 component component NOUN cuesj-116 29 15 goes go VERB cuesj-116 29 16 into into ADP cuesj-116 29 17 deeper deep ADJ cuesj-116 29 18 fade fade NOUN cuesj-116 29 19 compared compare VERB cuesj-116 29 20 to to ADP cuesj-116 29 21 the the DET cuesj-116 29 22 multipath multipath NOUN cuesj-116 29 23 components component NOUN cuesj-116 29 24 . . PUNCT cuesj-116 30 1 this this DET cuesj-116 30 2 kind kind NOUN cuesj-116 30 3 of of ADP cuesj-116 30 4 signal signal NOUN cuesj-116 30 5 is be AUX cuesj-116 30 6 approximated approximate VERB cuesj-116 30 7 by by ADP cuesj-116 30 8 rician rician ADJ cuesj-116 30 9 distribution distribution NOUN cuesj-116 30 10 . . PUNCT cuesj-116 31 1 rayleigh rayleigh PROPN cuesj-116 31 2 fading fade VERB cuesj-116 31 3 with with ADP cuesj-116 31 4 strong strong ADJ cuesj-116 31 5 los los PROPN cuesj-116 31 6 content content NOUN cuesj-116 31 7 is be AUX cuesj-116 31 8 said say VERB cuesj-116 31 9 to to PART cuesj-116 31 10 have have VERB cuesj-116 31 11 a a DET cuesj-116 31 12 rician rician ADJ cuesj-116 31 13 distribution distribution NOUN cuesj-116 31 14 or or CCONJ cuesj-116 31 15 to to PART cuesj-116 31 16 be be AUX cuesj-116 31 17 rician rician PROPN cuesj-116 31 18 fading.[7 fading.[7 NOUN cuesj-116 31 19 ] ] PUNCT cuesj-116 31 20 the the DET cuesj-116 31 21 rician rician ADJ cuesj-116 31 22 distribution distribution NOUN cuesj-116 31 23 has have VERB cuesj-116 31 24 a a DET cuesj-116 31 25 probability probability NOUN cuesj-116 31 26 density density NOUN cuesj-116 31 27 function function NOUN cuesj-116 31 28 ( ( PUNCT cuesj-116 31 29 pdf pdf NOUN cuesj-116 31 30 ) ) PUNCT cuesj-116 31 31 given give VERB cuesj-116 31 32 by by ADP cuesj-116 31 33 : : PUNCT cuesj-116 31 34   NOUN cuesj-116 31 35   PROPN cuesj-116 31 36 2 2 NUM cuesj-116 31 37 2 2 NUM cuesj-116 31 38 2 2 NUM cuesj-116 31 39 ( ( PUNCT cuesj-116 31 40 ) ) PUNCT cuesj-116 31 41 2 2 NUM cuesj-116 31 42 02 02 NUM cuesj-116 31 43 2 2 NUM cuesj-116 31 44 0 0 NUM cuesj-116 31 45 , , PUNCT cuesj-116 31 46 0 0 NUM cuesj-116 31 47 0 0 NUM cuesj-116 31 48 0 0 NUM cuesj-116 32 1 r r NOUN cuesj-116 32 2 a a DET cuesj-116 32 3 r r NOUN cuesj-116 32 4 ar ar NOUN cuesj-116 32 5 e e NOUN cuesj-116 32 6 i i PRON cuesj-116 32 7 a a DET cuesj-116 32 8 r r NOUN cuesj-116 32 9 p p NOUN cuesj-116 32 10 r r NOUN cuesj-116 32 11 r r NOUN cuesj-116 32 12   NOUN cuesj-116 32 13   NUM cuesj-116 32 14   NOUN cuesj-116 32 15   PUNCT cuesj-116 32 16   NUM cuesj-116 32 17   PROPN cuesj-116 32 18   NUM cuesj-116 32 19   PROPN cuesj-116 32 20   NUM cuesj-116 32 21   VERB cuesj-116 32 22   NUM cuesj-116 33 1   NOUN cuesj-116 33 2   VERB cuesj-116 33 3   NUM cuesj-116 33 4   NUM cuesj-116 33 5   NOUN cuesj-116 33 6   PROPN cuesj-116 33 7 σ σ PROPN cuesj-116 33 8 σ σ PROPN cuesj-116 33 9 σ σ PROPN cuesj-116 33 10 ( ( PUNCT cuesj-116 33 11 2 2 NUM cuesj-116 33 12 ) ) PUNCT cuesj-116 33 13 where where SCONJ cuesj-116 33 14 , , PUNCT cuesj-116 33 15 i0 i0 PROPN cuesj-116 33 16 is be AUX cuesj-116 33 17 the the DET cuesj-116 33 18 modified modify VERB cuesj-116 33 19 bessel bessel NOUN cuesj-116 33 20 function function NOUN cuesj-116 33 21 of of ADP cuesj-116 33 22 the the DET cuesj-116 33 23 first first ADJ cuesj-116 33 24 kind kind NOUN cuesj-116 33 25 and and CCONJ cuesj-116 33 26 zero zero NUM cuesj-116 33 27 order order NOUN cuesj-116 33 28 . . PUNCT cuesj-116 34 1 the the DET cuesj-116 34 2 parameter parameter NOUN cuesj-116 34 3 a a DET cuesj-116 34 4 denotes denote NOUN cuesj-116 34 5 the the DET cuesj-116 34 6 peak peak NOUN cuesj-116 34 7 amplitude amplitude NOUN cuesj-116 34 8 of of ADP cuesj-116 34 9 dominant dominant ADJ cuesj-116 34 10 signal signal NOUN cuesj-116 34 11 . . PUNCT cuesj-116 35 1 capacity capacity NOUN cuesj-116 35 2 of of ADP cuesj-116 35 3 mimo mimo PROPN cuesj-116 35 4 system system NOUN cuesj-116 35 5 csi csi VERB cuesj-116 35 6 not not PART cuesj-116 35 7 available available ADJ cuesj-116 35 8 at at ADP cuesj-116 35 9 the the DET cuesj-116 35 10 transmitter transmitter NOUN cuesj-116 35 11 mimo mimo PROPN cuesj-116 35 12 system system NOUN cuesj-116 35 13 provides provide VERB cuesj-116 35 14 a a DET cuesj-116 35 15 significant significant ADJ cuesj-116 35 16 capacity capacity NOUN cuesj-116 35 17 gain gain NOUN cuesj-116 35 18 over over ADP cuesj-116 35 19 a a DET cuesj-116 35 20 traditional traditional ADJ cuesj-116 35 21 siso siso NOUN cuesj-116 35 22 channel channel NOUN cuesj-116 35 23 , , PUNCT cuesj-116 35 24 given give VERB cuesj-116 35 25 that that SCONJ cuesj-116 35 26 the the DET cuesj-116 35 27 underlying underlie VERB cuesj-116 35 28 channel channel NOUN cuesj-116 35 29 is be AUX cuesj-116 35 30 rich rich ADJ cuesj-116 35 31 of of ADP cuesj-116 35 32 scatters scatter NOUN cuesj-116 35 33 with with ADP cuesj-116 35 34 independent independent ADJ cuesj-116 35 35 spatial spatial ADJ cuesj-116 35 36 fading fading NOUN cuesj-116 35 37 . . PUNCT cuesj-116 36 1 mimo mimo PROPN cuesj-116 36 2 systems systems PROPN cuesj-116 36 3 offered offer VERB cuesj-116 36 4 increasing increase VERB cuesj-116 36 5 in in ADP cuesj-116 36 6 channel channel NOUN cuesj-116 36 7 capacity capacity NOUN cuesj-116 36 8 based base VERB cuesj-116 36 9 on on ADP cuesj-116 36 10 the the DET cuesj-116 36 11 diversity diversity NOUN cuesj-116 36 12 at at ADP cuesj-116 36 13 both both CCONJ cuesj-116 36 14 the the DET cuesj-116 36 15 transmitter transmitter NOUN cuesj-116 36 16 and and CCONJ cuesj-116 36 17 the the DET cuesj-116 36 18 receiver receiver NOUN cuesj-116 36 19 and and CCONJ cuesj-116 36 20 also also ADV cuesj-116 36 21 on on ADP cuesj-116 36 22 the the DET cuesj-116 36 23 number number NOUN cuesj-116 36 24 of of ADP cuesj-116 36 25 antennas antenna NOUN cuesj-116 36 26 at at ADP cuesj-116 36 27 both both DET cuesj-116 36 28 sides side NOUN cuesj-116 36 29 . . PUNCT cuesj-116 37 1 when when SCONJ cuesj-116 37 2 the the DET cuesj-116 37 3 transmit transmit NOUN cuesj-116 37 4 power power NOUN cuesj-116 37 5 is be AUX cuesj-116 37 6 equally equally ADV cuesj-116 37 7 distributed distribute VERB cuesj-116 37 8 among among ADP cuesj-116 37 9 the the DET cuesj-116 37 10 n n NUM cuesj-116 37 11 transmit transmit NOUN cuesj-116 37 12 antennas antenna NOUN cuesj-116 37 13 in in ADP cuesj-116 37 14 case case NOUN cuesj-116 37 15 of of ADP cuesj-116 37 16 csi csi PROPN cuesj-116 37 17 is be AUX cuesj-116 37 18 perfectly perfectly ADV cuesj-116 37 19 known know VERB cuesj-116 37 20 at at ADP cuesj-116 37 21 the the DET cuesj-116 37 22 receiver receiver NOUN cuesj-116 37 23 but but CCONJ cuesj-116 37 24 unknown unknown ADJ cuesj-116 37 25 at at ADP cuesj-116 37 26 the the DET cuesj-116 37 27 transmitter transmitter NOUN cuesj-116 37 28 , , PUNCT cuesj-116 37 29 mimo mimo PROPN cuesj-116 37 30 capacity capacity NOUN cuesj-116 37 31 with with ADP cuesj-116 37 32 n n DET cuesj-116 37 33 tx tx PROPN cuesj-116 37 34 and and CCONJ cuesj-116 37 35 m m AUX cuesj-116 37 36 rx rx ADJ cuesj-116 37 37 antennas antenna NOUN cuesj-116 37 38 can can AUX cuesj-116 37 39 be be AUX cuesj-116 37 40 given give VERB cuesj-116 37 41 in in ADP cuesj-116 37 42 terms term NOUN cuesj-116 37 43 of of ADP cuesj-116 37 44 bit bit NOUN cuesj-116 37 45 per per ADP cuesj-116 37 46 second second NOUN cuesj-116 37 47 per per ADP cuesj-116 37 48 hertz hertz NOUN cuesj-116 37 49 by by ADP cuesj-116 37 50 , , PUNCT cuesj-116 37 51 * * PUNCT cuesj-116 38 1 2log 2log PROPN cuesj-116 38 2 det det PROPN cuesj-116 38 3 /mimo /mimo PUNCT cuesj-116 39 1 mc mc PROPN cuesj-116 40 1 i i PRON cuesj-116 40 2 hh hh VERB cuesj-116 40 3 bps bps NOUN cuesj-116 40 4 hz hz VERB cuesj-116 40 5 n n PRON cuesj-116 40 6   PROPN cuesj-116 40 7   PROPN cuesj-116 40 8   PROPN cuesj-116 40 9   VERB cuesj-116 40 10   VERB cuesj-116 40 11   NOUN cuesj-116 40 12   PROPN cuesj-116 40 13   PROPN cuesj-116 40 14   NOUN cuesj-116 40 15   PROPN cuesj-116 40 16   PROPN cuesj-116 40 17 ( ( PUNCT cuesj-116 40 18 3 3 NUM cuesj-116 40 19 ) ) PUNCT cuesj-116 40 20 where where SCONJ cuesj-116 40 21 , , PUNCT cuesj-116 40 22 ρ ρ PROPN cuesj-116 40 23 is be AUX cuesj-116 40 24 the the DET cuesj-116 40 25 signal signal NOUN cuesj-116 40 26 to to PART cuesj-116 40 27 noise noise VERB cuesj-116 40 28 ratio ratio NOUN cuesj-116 40 29 ( ( PUNCT cuesj-116 40 30 snr snr PROPN cuesj-116 40 31 ) ) PUNCT cuesj-116 40 32 , , PUNCT cuesj-116 40 33 i i PRON cuesj-116 40 34 m m VERB cuesj-116 40 35 is be AUX cuesj-116 40 36 the the DET cuesj-116 40 37 identity identity NOUN cuesj-116 40 38 matrix matrix NOUN cuesj-116 40 39 , , PUNCT cuesj-116 40 40 ( ( PUNCT cuesj-116 40 41 * * NOUN cuesj-116 40 42 ) ) PUNCT cuesj-116 40 43 means mean VERB cuesj-116 40 44 transpose transpose ADJ cuesj-116 40 45 - - PUNCT cuesj-116 40 46 conjugate conjugate NOUN cuesj-116 40 47 , , PUNCT cuesj-116 40 48 and and CCONJ cuesj-116 40 49 h h NOUN cuesj-116 40 50 is be AUX cuesj-116 40 51 the the DET cuesj-116 40 52 m m PROPN cuesj-116 40 53 × × NOUN cuesj-116 40 54 n n CCONJ cuesj-116 40 55 channel channel NOUN cuesj-116 40 56 transmission transmission NOUN cuesj-116 40 57 matrix matrix NOUN cuesj-116 40 58 . . PUNCT cuesj-116 41 1 this this DET cuesj-116 41 2 equation equation NOUN cuesj-116 41 3 can can AUX cuesj-116 41 4 be be AUX cuesj-116 41 5 reduced reduce VERB cuesj-116 41 6 as as ADP cuesj-116 41 7 follows:[8 follows:[8 PROPN cuesj-116 41 8 ] ] PUNCT cuesj-116 41 9 21 21 NUM cuesj-116 41 10 log log NOUN cuesj-116 41 11 1 1 NUM cuesj-116 41 12 / / PUNCT cuesj-116 41 13   X cuesj-116 41 14 = = SYM cuesj-116 41 15   X cuesj-116 41 16 = = X cuesj-116 42 1 + + NOUN cuesj-116 42 2   NOUN cuesj-116 42 3   PUNCT cuesj-116 42 4 ∑m ∑m PROPN cuesj-116 42 5 mimo mimo PROPN cuesj-116 42 6 ii ii PROPN cuesj-116 42 7 c c PROPN cuesj-116 42 8 bps bps NOUN cuesj-116 42 9 hz hz VERB cuesj-116 42 10 n n PROPN cuesj-116 42 11 ( ( PUNCT cuesj-116 42 12 4 4 NUM cuesj-116 42 13 ) ) PUNCT cuesj-116 42 14 where where SCONJ cuesj-116 42 15 , , PUNCT cuesj-116 42 16 m m PROPN cuesj-116 42 17 = = VERB cuesj-116 42 18 min min PROPN cuesj-116 42 19 ( ( PUNCT cuesj-116 42 20 m m PROPN cuesj-116 42 21 , , PUNCT cuesj-116 42 22 n n CCONJ cuesj-116 42 23 ) ) PUNCT cuesj-116 42 24 λi λi VERB cuesj-116 42 25 are be AUX cuesj-116 42 26 the the DET cuesj-116 42 27 eigenvalues eigenvalue NOUN cuesj-116 42 28 of of ADP cuesj-116 42 29 h h NOUN cuesj-116 42 30 h h PROPN cuesj-116 42 31 * * PROPN cuesj-116 42 32 , , PUNCT cuesj-116 42 33 known know VERB cuesj-116 42 34 that that SCONJ cuesj-116 42 35 the the DET cuesj-116 42 36 square square ADJ cuesj-116 42 37 root root NOUN cuesj-116 42 38 of of ADP cuesj-116 42 39 λi λi NOUN cuesj-116 42 40 is be AUX cuesj-116 42 41 the the DET cuesj-116 42 42 diagonal diagonal ADJ cuesj-116 42 43 matrix matrix NOUN cuesj-116 42 44 , , PUNCT cuesj-116 42 45 d. d. NOUN cuesj-116 42 46 the the DET cuesj-116 42 47 “ " PUNCT cuesj-116 42 48 diagonalization diagonalization NOUN cuesj-116 42 49 ” " PUNCT cuesj-116 42 50 process process NOUN cuesj-116 42 51 has have AUX cuesj-116 42 52 been be AUX cuesj-116 42 53 achieved achieve VERB cuesj-116 42 54 by by ADP cuesj-116 42 55 performing perform VERB cuesj-116 42 56 the the DET cuesj-116 42 57 singular singular ADJ cuesj-116 42 58 value value NOUN cuesj-116 42 59 decomposition decomposition NOUN cuesj-116 42 60 of of ADP cuesj-116 42 61 matrix matrix NOUN cuesj-116 42 62 h h NOUN cuesj-116 42 63 which which PRON cuesj-116 42 64 put put VERB cuesj-116 42 65 it it PRON cuesj-116 42 66 in in ADP cuesj-116 42 67 the the DET cuesj-116 42 68 form form NOUN cuesj-116 42 69 . . PUNCT cuesj-116 43 1 h h NOUN cuesj-116 44 1 = = NOUN cuesj-116 44 2 u u X cuesj-116 44 3 d d X cuesj-116 44 4 v v NOUN cuesj-116 44 5 * * PUNCT cuesj-116 44 6 ( ( PUNCT cuesj-116 44 7 5 5 NUM cuesj-116 44 8 ) ) PUNCT cuesj-116 44 9 with with ADP cuesj-116 44 10 d d PROPN cuesj-116 44 11 being be AUX cuesj-116 44 12 a a DET cuesj-116 44 13 diagonal diagonal ADJ cuesj-116 44 14 matrix matrix NOUN cuesj-116 44 15 , , PUNCT cuesj-116 44 16 and and CCONJ cuesj-116 44 17 u u NOUN cuesj-116 44 18 and and CCONJ cuesj-116 44 19 v v ADP cuesj-116 44 20 unitary unitary ADJ cuesj-116 44 21 orthonormal orthonormal ADJ cuesj-116 44 22 matrices matrix NOUN cuesj-116 44 23 . . PUNCT cuesj-116 45 1 csi csi PROPN cuesj-116 45 2 available available ADJ cuesj-116 45 3 at at ADP cuesj-116 45 4 the the DET cuesj-116 45 5 transmitter transmitter NOUN cuesj-116 45 6 ( ( PUNCT cuesj-116 45 7 waterfilling waterfilling ADJ cuesj-116 45 8 algorithm algorithm NOUN cuesj-116 45 9 ) ) PUNCT cuesj-116 45 10 water water NOUN cuesj-116 45 11 - - PUNCT cuesj-116 45 12 filling fill VERB cuesj-116 45 13 algorithm algorithm NOUN cuesj-116 45 14 is be AUX cuesj-116 45 15 an an DET cuesj-116 45 16 optimum optimum ADJ cuesj-116 45 17 solution solution NOUN cuesj-116 45 18 related relate VERB cuesj-116 45 19 to to ADP cuesj-116 45 20 a a DET cuesj-116 45 21 channel channel NOUN cuesj-116 45 22 capacity capacity NOUN cuesj-116 45 23 improvement improvement NOUN cuesj-116 45 24 . . PUNCT cuesj-116 46 1 this this DET cuesj-116 46 2 algorithm algorithm NOUN cuesj-116 46 3 makes make VERB cuesj-116 46 4 csi csi PROPN cuesj-116 46 5 known know VERB cuesj-116 46 6 at at ADP cuesj-116 46 7 the the DET cuesj-116 46 8 transmitter transmitter NOUN cuesj-116 46 9 side side NOUN cuesj-116 46 10 which which PRON cuesj-116 46 11 can can AUX cuesj-116 46 12 be be AUX cuesj-116 46 13 derived derive VERB cuesj-116 46 14 by by ADP cuesj-116 46 15 maximizing maximize VERB cuesj-116 46 16 the the DET cuesj-116 46 17 mimo mimo PROPN cuesj-116 46 18 channel channel PROPN cuesj-116 46 19 capacity capacity NOUN cuesj-116 46 20 under under ADP cuesj-116 46 21 the the DET cuesj-116 46 22 rule rule NOUN cuesj-116 46 23 that that SCONJ cuesj-116 46 24 more more ADJ cuesj-116 46 25 power power NOUN cuesj-116 46 26 is be AUX cuesj-116 46 27 allocated allocate VERB cuesj-116 46 28 to to ADP cuesj-116 46 29 the the DET cuesj-116 46 30 channel channel NOUN cuesj-116 46 31 that that PRON cuesj-116 46 32 is be AUX cuesj-116 46 33 in in ADP cuesj-116 46 34 good good ADJ cuesj-116 46 35 condition condition NOUN cuesj-116 46 36 and and CCONJ cuesj-116 46 37 less less ADJ cuesj-116 46 38 or or CCONJ cuesj-116 46 39 none none NOUN cuesj-116 46 40 at at ADV cuesj-116 46 41 all all ADV cuesj-116 46 42 to to ADP cuesj-116 46 43 the the DET cuesj-116 46 44 bad bad ADJ cuesj-116 46 45 channels channel NOUN cuesj-116 46 46 . . PUNCT cuesj-116 47 1 algorithm algorithm PROPN cuesj-116 47 2 steps:[9 steps:[9 PROPN cuesj-116 47 3 ] ] X cuesj-116 47 4 1 1 X cuesj-116 47 5 . . X cuesj-116 47 6 take take VERB cuesj-116 47 7 the the DET cuesj-116 47 8 inverse inverse NOUN cuesj-116 47 9 of of ADP cuesj-116 47 10 the the DET cuesj-116 47 11 channel channel NOUN cuesj-116 47 12 gains gain VERB cuesj-116 47 13 2 2 NUM cuesj-116 47 14 . . PUNCT cuesj-116 47 15 water water NOUN cuesj-116 47 16 filling filling NOUN cuesj-116 47 17 has have VERB cuesj-116 47 18 non non ADJ cuesj-116 47 19 - - ADJ cuesj-116 47 20 uniform uniform ADJ cuesj-116 47 21 step step NOUN cuesj-116 47 22 structure structure NOUN cuesj-116 47 23 due due ADP cuesj-116 47 24 to to ADP cuesj-116 47 25 the the DET cuesj-116 47 26 inverse inverse NOUN cuesj-116 47 27 of of ADP cuesj-116 47 28 the the DET cuesj-116 47 29 channel channel NOUN cuesj-116 47 30 gain gain VERB cuesj-116 47 31 3 3 NUM cuesj-116 47 32 . . PUNCT cuesj-116 48 1 at at ADP cuesj-116 48 2 first first ADV cuesj-116 48 3 , , PUNCT cuesj-116 48 4 take take VERB cuesj-116 48 5 the the DET cuesj-116 48 6 sum sum NOUN cuesj-116 48 7 of of ADP cuesj-116 48 8 the the DET cuesj-116 48 9 total total ADJ cuesj-116 48 10 power power NOUN cuesj-116 48 11 pt pt NOUN cuesj-116 48 12 and and CCONJ cuesj-116 48 13 the the DET cuesj-116 48 14 inverse inverse NOUN cuesj-116 48 15 of of ADP cuesj-116 48 16 the the DET cuesj-116 48 17 channel channel NOUN cuesj-116 48 18 gain gain NOUN cuesj-116 48 19 . . PUNCT cuesj-116 49 1 it it PRON cuesj-116 49 2 gives give VERB cuesj-116 49 3 the the DET cuesj-116 49 4 complete complete ADJ cuesj-116 49 5 area area NOUN cuesj-116 49 6 in in ADP cuesj-116 49 7 the the DET cuesj-116 49 8 water water NOUN cuesj-116 49 9 filling filling NOUN cuesj-116 49 10 and and CCONJ cuesj-116 49 11 inverse inverse NOUN cuesj-116 49 12 power power NOUN cuesj-116 49 13 gain gain NOUN cuesj-116 49 14 1 1 NUM cuesj-116 49 15 1n 1n NUM cuesj-116 49 16 t t NOUN cuesj-116 50 1 i i PRON cuesj-116 51 1 i i PRON cuesj-116 51 2 p p X cuesj-116 51 3 h h X cuesj-116 51 4 ( ( PUNCT cuesj-116 51 5 6 6 NUM cuesj-116 51 6 ) ) SYM cuesj-116 51 7 4 4 NUM cuesj-116 51 8 . . PUNCT cuesj-116 51 9 decide decide VERB cuesj-116 51 10 the the DET cuesj-116 51 11 initial initial ADJ cuesj-116 51 12 water water NOUN cuesj-116 51 13 level level NOUN cuesj-116 51 14 by by ADP cuesj-116 51 15 the the DET cuesj-116 51 16 formula formula NOUN cuesj-116 51 17 given give VERB cuesj-116 51 18 below below ADV cuesj-116 51 19 by by ADP cuesj-116 51 20 taking take VERB cuesj-116 51 21 the the DET cuesj-116 51 22 average average ADJ cuesj-116 51 23 power power NOUN cuesj-116 51 24 allocated allocate VERB cuesj-116 51 25 ( ( PUNCT cuesj-116 51 26 average average ADJ cuesj-116 51 27 water water NOUN cuesj-116 51 28 level level NOUN cuesj-116 51 29 ) ) PUNCT cuesj-116 51 30 1 1 NUM cuesj-116 51 31 1n 1n NUM cuesj-116 51 32 t t NOUN cuesj-116 52 1 i i PRON cuesj-116 52 2 i i PRON cuesj-116 53 1 p p VERB cuesj-116 53 2 h h NOUN cuesj-116 53 3 channels channel NOUN cuesj-116 54 1   PRON cuesj-116 54 2   PROPN cuesj-116 54 3   X cuesj-116 54 4 ( ( PUNCT cuesj-116 54 5 7 7 NUM cuesj-116 54 6 ) ) PUNCT cuesj-116 54 7 5 5 NUM cuesj-116 54 8 . . PUNCT cuesj-116 55 1 the the DET cuesj-116 55 2 power power NOUN cuesj-116 55 3 values value NOUN cuesj-116 55 4 of of ADP cuesj-116 55 5 each each DET cuesj-116 55 6 subchannel subchannel NOUN cuesj-116 55 7 are be AUX cuesj-116 55 8 calculated calculate VERB cuesj-116 55 9 by by ADP cuesj-116 55 10 subtracting subtract VERB cuesj-116 55 11 the the DET cuesj-116 55 12 inverse inverse ADJ cuesj-116 55 13 channel channel NOUN cuesj-116 55 14 gain gain NOUN cuesj-116 55 15 of of ADP cuesj-116 55 16 each each DET cuesj-116 55 17 channel channel NOUN cuesj-116 55 18 1 1 NUM cuesj-116 55 19 1 1 NUM cuesj-116 55 20 1 1 NUM cuesj-116 55 21 n n NUM cuesj-116 55 22 t t NOUN cuesj-116 56 1 i i PRON cuesj-116 56 2 i i PRON cuesj-116 57 1 i i PRON cuesj-116 57 2 p p VERB cuesj-116 57 3 h h NOUN cuesj-116 57 4 power power NOUN cuesj-116 57 5 allocated allocate VERB cuesj-116 57 6 channels channel NOUN cuesj-116 58 1 h h VERB cuesj-116 59 1   NOUN cuesj-116 59 2   PUNCT cuesj-116 59 3   PROPN cuesj-116 59 4   PROPN cuesj-116 59 5   X cuesj-116 59 6   X cuesj-116 59 7 ( ( PUNCT cuesj-116 59 8 8) 8) NUM cuesj-116 59 9 6 6 NUM cuesj-116 59 10 . . PUNCT cuesj-116 60 1 in in ADP cuesj-116 60 2 case case NOUN cuesj-116 60 3 , , PUNCT cuesj-116 60 4 the the DET cuesj-116 60 5 power power NOUN cuesj-116 60 6 allocated allocate VERB cuesj-116 60 7 value value NOUN cuesj-116 60 8 becomes become VERB cuesj-116 60 9 negative negative ADJ cuesj-116 60 10 stop stop VERB cuesj-116 60 11 the the DET cuesj-116 60 12 iteration iteration NOUN cuesj-116 60 13 process process NOUN cuesj-116 60 14 . . PUNCT cuesj-116 61 1 the the DET cuesj-116 61 2 capacity capacity NOUN cuesj-116 61 3 of of ADP cuesj-116 61 4 a a DET cuesj-116 61 5 mimo mimo PROPN cuesj-116 61 6 system system NOUN cuesj-116 61 7 is be AUX cuesj-116 61 8 algebraic algebraic ADJ cuesj-116 61 9 sum sum NOUN cuesj-116 61 10 of of ADP cuesj-116 61 11 the the DET cuesj-116 61 12 capacities capacity NOUN cuesj-116 61 13 of of ADP cuesj-116 61 14 all all DET cuesj-116 61 15 channels channel NOUN cuesj-116 61 16 and and CCONJ cuesj-116 61 17 is be AUX cuesj-116 61 18 given give VERB cuesj-116 61 19 by by ADP cuesj-116 61 20 the the DET cuesj-116 61 21 formula formula NOUN cuesj-116 61 22 below below ADV cuesj-116 61 23 . . PUNCT cuesj-116 62 1   NOUN cuesj-116 62 2 n n PROPN cuesj-116 62 3 2i 2i NOUN cuesj-116 62 4 1capacity 1capacity PROPN cuesj-116 62 5 log log NOUN cuesj-116 62 6 1 1 NUM cuesj-116 62 7 power power NOUN cuesj-116 62 8 allocated allocate VERB cuesj-116 62 9 * * PUNCT cuesj-116 62 10 h h PROPN cuesj-116 62 11   NOUN cuesj-116 62 12 ( ( PUNCT cuesj-116 62 13 9 9 X cuesj-116 62 14 ) ) PUNCT cuesj-116 62 15 mahmood mahmood NOUN cuesj-116 62 16 and and CCONJ cuesj-116 62 17 qasmarrogy qasmarrogy NOUN cuesj-116 62 18 : : PUNCT cuesj-116 62 19 capacity capacity NOUN cuesj-116 62 20 analysis analysis NOUN cuesj-116 62 21 of of ADP cuesj-116 62 22 mimo mimo PROPN cuesj-116 62 23 system system NOUN cuesj-116 62 24 over over ADP cuesj-116 62 25 rayleigh rayleigh PROPN cuesj-116 62 26 and and CCONJ cuesj-116 62 27 rician rician PROPN cuesj-116 62 28 fading fade VERB cuesj-116 62 29 channel channel NOUN cuesj-116 62 30 72 72 NUM cuesj-116 62 31 http://journals.cihanuniversity.edu.iq/index.php/cuesj http://journals.cihanuniversity.edu.iq/index.php/cuesj ADJ cuesj-116 62 32 cuesj cuesj NOUN cuesj-116 62 33 2019 2019 NUM cuesj-116 62 34 , , PUNCT cuesj-116 62 35 3 3 NUM cuesj-116 62 36 ( ( PUNCT cuesj-116 62 37 2 2 NUM cuesj-116 62 38 ): ): PUNCT cuesj-116 62 39 70 70 NUM cuesj-116 62 40 - - SYM cuesj-116 62 41 74 74 NUM cuesj-116 62 42 ergodic ergodic ADJ cuesj-116 62 43 capacity capacity NOUN cuesj-116 62 44 and and CCONJ cuesj-116 62 45 outage outage NOUN cuesj-116 62 46 capacity capacity NOUN cuesj-116 62 47 ergodic ergodic ADJ cuesj-116 62 48 capacity capacity NOUN cuesj-116 62 49 mimo mimo PROPN cuesj-116 62 50 channels channel NOUN cuesj-116 62 51 are be AUX cuesj-116 62 52 random random ADJ cuesj-116 62 53 in in ADP cuesj-116 62 54 nature nature NOUN cuesj-116 62 55 . . PUNCT cuesj-116 63 1 therefore therefore ADV cuesj-116 63 2 , , PUNCT cuesj-116 63 3 h h NOUN cuesj-116 63 4 is be AUX cuesj-116 63 5 a a DET cuesj-116 63 6 random random ADJ cuesj-116 63 7 matrix matrix NOUN cuesj-116 63 8 , , PUNCT cuesj-116 63 9 which which PRON cuesj-116 63 10 means mean VERB cuesj-116 63 11 that that SCONJ cuesj-116 63 12 its its PRON cuesj-116 63 13 channel channel NOUN cuesj-116 63 14 capacity capacity NOUN cuesj-116 63 15 is be AUX cuesj-116 63 16 also also ADV cuesj-116 63 17 randomly randomly ADV cuesj-116 63 18 time time NOUN cuesj-116 63 19 varying vary VERB cuesj-116 63 20 . . PUNCT cuesj-116 64 1 by by ADP cuesj-116 64 2 taking take VERB cuesj-116 64 3 the the DET cuesj-116 64 4 ensemble ensemble ADJ cuesj-116 64 5 average average NOUN cuesj-116 64 6 of of ADP cuesj-116 64 7 the the DET cuesj-116 64 8 information information NOUN cuesj-116 64 9 rate rate NOUN cuesj-116 64 10 over over ADP cuesj-116 64 11 the the DET cuesj-116 64 12 distribution distribution NOUN cuesj-116 64 13 of of ADP cuesj-116 64 14 the the DET cuesj-116 64 15 elements element NOUN cuesj-116 64 16 of of ADP cuesj-116 64 17 the the DET cuesj-116 64 18 channel channel NOUN cuesj-116 64 19 matrix matrix NOUN cuesj-116 64 20 h h NOUN cuesj-116 64 21 , , PUNCT cuesj-116 64 22 we we PRON cuesj-116 64 23 obtain obtain VERB cuesj-116 64 24 the the DET cuesj-116 64 25 ergodic ergodic ADJ cuesj-116 64 26 capacity capacity NOUN cuesj-116 64 27 of of ADP cuesj-116 64 28 a a DET cuesj-116 64 29 mimo mimo PROPN cuesj-116 64 30 channel channel PROPN cuesj-116 64 31 . . PUNCT cuesj-116 65 1 hence hence ADV cuesj-116 65 2 , , PUNCT cuesj-116 65 3 the the DET cuesj-116 65 4 mimo mimo PROPN cuesj-116 65 5 channel channel PROPN cuesj-116 65 6 capacity capacity NOUN cuesj-116 65 7 can can AUX cuesj-116 65 8 be be AUX cuesj-116 65 9 modeled model VERB cuesj-116 65 10 as as ADP cuesj-116 65 11 follows:[10 follows:[10 ADV cuesj-116 65 12 ] ] X cuesj-116 65 13 c c X cuesj-116 65 14 = = SYM cuesj-116 65 15 e{c(h e{c(h NOUN cuesj-116 65 16 ) ) PUNCT cuesj-116 65 17 } } PUNCT cuesj-116 65 18 ( ( PUNCT cuesj-116 65 19 10 10 NUM cuesj-116 65 20 ) ) PUNCT cuesj-116 65 21 the the DET cuesj-116 65 22 ergodic ergodic ADJ cuesj-116 65 23 channel channel NOUN cuesj-116 65 24 capacity capacity NOUN cuesj-116 65 25 without without ADP cuesj-116 65 26 using use VERB cuesj-116 65 27 csi csi PROPN cuesj-116 65 28 at at ADP cuesj-116 65 29 the the DET cuesj-116 65 30 transmitter transmitter NOUN cuesj-116 65 31 side side NOUN cuesj-116 65 32 , , PUNCT cuesj-116 65 33 from from ADP cuesj-116 65 34 ( ( PUNCT cuesj-116 65 35 6 6 NUM cuesj-116 65 36 ) ) PUNCT cuesj-116 65 37 , , PUNCT cuesj-116 65 38 is be AUX cuesj-116 65 39 given give VERB cuesj-116 65 40 as as SCONJ cuesj-116 65 41 follows follow VERB cuesj-116 65 42 : : PUNCT cuesj-116 65 43 m m VERB cuesj-116 65 44 2 2 NUM cuesj-116 65 45 ii ii NUM cuesj-116 65 46 1c 1c NOUN cuesj-116 65 47 e e X cuesj-116 65 48 log log VERB cuesj-116 65 49 1 1 NUM cuesj-116 65 50 n n NOUN cuesj-116 65 51   NOUN cuesj-116 66 1   NOUN cuesj-116 66 2   ADV cuesj-116 67 1   INTJ cuesj-116 67 2   PROPN cuesj-116 67 3   ADJ cuesj-116 67 4   ADJ cuesj-116 67 5   NOUN cuesj-116 67 6   X cuesj-116 67 7   NOUN cuesj-116 67 8   PROPN cuesj-116 67 9   PROPN cuesj-116 67 10   X cuesj-116 67 11 ( ( PUNCT cuesj-116 67 12 11 11 NUM cuesj-116 67 13 ) ) PUNCT cuesj-116 67 14 similarly similarly ADV cuesj-116 67 15 , , PUNCT cuesj-116 67 16 the the DET cuesj-116 67 17 ergodic ergodic ADJ cuesj-116 67 18 channel channel NOUN cuesj-116 67 19 capacity capacity NOUN cuesj-116 67 20 for for ADP cuesj-116 67 21 using use VERB cuesj-116 67 22 csi csi PROPN cuesj-116 67 23 at at ADP cuesj-116 67 24 the the DET cuesj-116 67 25 transmitter transmitter NOUN cuesj-116 67 26 side side NOUN cuesj-116 67 27 is be AUX cuesj-116 67 28 given give VERB cuesj-116 67 29 as as SCONJ cuesj-116 67 30 follows follow VERB cuesj-116 67 31 : : PUNCT cuesj-116 67 32 opt opt VERB cuesj-116 67 33 m m PROPN cuesj-116 67 34 i i VERB cuesj-116 67 35 2 2 NUM cuesj-116 67 36 ii ii NUM cuesj-116 67 37 1c 1c NOUN cuesj-116 67 38 e e X cuesj-116 67 39 log log VERB cuesj-116 67 40 1 1 NUM cuesj-116 67 41 n n NOUN cuesj-116 67 42   NOUN cuesj-116 67 43   PROPN cuesj-116 67 44   VERB cuesj-116 67 45   PRON cuesj-116 67 46   VERB cuesj-116 67 47   ADJ cuesj-116 67 48   ADJ cuesj-116 67 49   NOUN cuesj-116 67 50   X cuesj-116 67 51   NOUN cuesj-116 67 52   PROPN cuesj-116 67 53   PROPN cuesj-116 67 54   X cuesj-116 67 55 ( ( PUNCT cuesj-116 67 56 12 12 NUM cuesj-116 67 57 ) ) PUNCT cuesj-116 67 58 where where SCONJ cuesj-116 67 59 , , PUNCT cuesj-116 67 60 opt opt VERB cuesj-116 67 61 i i NOUN cuesj-116 67 62 is be AUX cuesj-116 67 63 the the DET cuesj-116 67 64 power power NOUN cuesj-116 67 65 coefficient coefficient NOUN cuesj-116 67 66 that that SCONJ cuesj-116 67 67 corresponds correspond VERB cuesj-116 67 68 to to ADP cuesj-116 67 69 the the DET cuesj-116 67 70 amount amount NOUN cuesj-116 67 71 of of ADP cuesj-116 67 72 power power NOUN cuesj-116 67 73 assigned assign VERB cuesj-116 67 74 to to ADP cuesj-116 67 75 the the DET cuesj-116 67 76 ith ith PROPN cuesj-116 67 77 channel channel PROPN cuesj-116 67 78 . . PUNCT cuesj-116 68 1 outage outage NOUN cuesj-116 68 2 capacity capacity NOUN cuesj-116 68 3 outage outage NOUN cuesj-116 68 4 capacity capacity NOUN cuesj-116 68 5 is be AUX cuesj-116 68 6 used use VERB cuesj-116 68 7 for for ADP cuesj-116 68 8 slowly slowly ADV cuesj-116 68 9 varying vary VERB cuesj-116 68 10 channels channel NOUN cuesj-116 68 11 where where SCONJ cuesj-116 68 12 the the DET cuesj-116 68 13 instantaneous instantaneous ADJ cuesj-116 68 14 snr snr PROPN cuesj-116 68 15 is be AUX cuesj-116 68 16 assumed assume VERB cuesj-116 68 17 to to PART cuesj-116 68 18 be be AUX cuesj-116 68 19 constant constant ADJ cuesj-116 68 20 for for ADP cuesj-116 68 21 a a DET cuesj-116 68 22 large large ADJ cuesj-116 68 23 number number NOUN cuesj-116 68 24 of of ADP cuesj-116 68 25 transmitted transmit VERB cuesj-116 68 26 symbols symbol NOUN cuesj-116 68 27 . . PUNCT cuesj-116 69 1 unlike unlike ADP cuesj-116 69 2 the the DET cuesj-116 69 3 ergodic ergodic ADJ cuesj-116 69 4 capacity capacity NOUN cuesj-116 69 5 definition definition NOUN cuesj-116 69 6 , , PUNCT cuesj-116 69 7 schemes scheme NOUN cuesj-116 69 8 designed design VERB cuesj-116 69 9 to to PART cuesj-116 69 10 achieve achieve VERB cuesj-116 69 11 outage outage NOUN cuesj-116 69 12 capacity capacity NOUN cuesj-116 69 13 allow allow VERB cuesj-116 69 14 for for ADP cuesj-116 69 15 channel channel NOUN cuesj-116 69 16 errors error NOUN cuesj-116 69 17 . . PUNCT cuesj-116 70 1 hence hence ADV cuesj-116 70 2 , , PUNCT cuesj-116 70 3 in in ADP cuesj-116 70 4 deep deep ADJ cuesj-116 70 5 fades fade NOUN cuesj-116 70 6 , , PUNCT cuesj-116 70 7 these these DET cuesj-116 70 8 schemes scheme NOUN cuesj-116 70 9 allow allow VERB cuesj-116 70 10 the the DET cuesj-116 70 11 data datum NOUN cuesj-116 70 12 to to PART cuesj-116 70 13 be be AUX cuesj-116 70 14 lost lose VERB cuesj-116 70 15 and and CCONJ cuesj-116 70 16 a a DET cuesj-116 70 17 higher high ADJ cuesj-116 70 18 data data NOUN cuesj-116 70 19 rate rate NOUN cuesj-116 70 20 can can AUX cuesj-116 70 21 be be AUX cuesj-116 70 22 thereby thereby ADV cuesj-116 70 23 maintained maintain VERB cuesj-116 70 24 than than ADP cuesj-116 70 25 schemes scheme NOUN cuesj-116 70 26 achieving achieve VERB cuesj-116 70 27 shannon shannon PROPN cuesj-116 70 28 capacity capacity NOUN cuesj-116 70 29 , , PUNCT cuesj-116 70 30 where where SCONJ cuesj-116 70 31 the the DET cuesj-116 70 32 data datum NOUN cuesj-116 70 33 need need VERB cuesj-116 70 34 to to PART cuesj-116 70 35 be be AUX cuesj-116 70 36 received receive VERB cuesj-116 70 37 without without ADP cuesj-116 70 38 an an DET cuesj-116 70 39 error error NOUN cuesj-116 70 40 overall overall NOUN cuesj-116 70 41 fading fade VERB cuesj-116 70 42 states.[11 states.[11 PROPN cuesj-116 70 43 ] ] PUNCT cuesj-116 70 44 the the DET cuesj-116 70 45 parameter parameter NOUN cuesj-116 70 46 pout pout VERB cuesj-116 70 47 indicates indicate VERB cuesj-116 70 48 the the DET cuesj-116 70 49 probability probability NOUN cuesj-116 70 50 that that SCONJ cuesj-116 70 51 the the DET cuesj-116 70 52 system system NOUN cuesj-116 70 53 can can AUX cuesj-116 70 54 be be AUX cuesj-116 70 55 in in ADP cuesj-116 70 56 outage outage NOUN cuesj-116 70 57 , , PUNCT cuesj-116 70 58 i.e. i.e. X cuesj-116 70 59 , , PUNCT cuesj-116 70 60 the the DET cuesj-116 70 61 probability probability NOUN cuesj-116 70 62 that that SCONJ cuesj-116 70 63 the the DET cuesj-116 70 64 system system NOUN cuesj-116 70 65 can can AUX cuesj-116 70 66 not not PART cuesj-116 70 67 successfully successfully ADV cuesj-116 70 68 decode decode VERB cuesj-116 70 69 the the DET cuesj-116 70 70 transmitted transmit VERB cuesj-116 70 71 symbols symbol NOUN cuesj-116 70 72 . . PUNCT cuesj-116 71 1 corresponding correspond VERB cuesj-116 71 2 to to ADP cuesj-116 71 3 this this DET cuesj-116 71 4 outage outage NOUN cuesj-116 71 5 probability probability NOUN cuesj-116 71 6 , , PUNCT cuesj-116 71 7 there there PRON cuesj-116 71 8 is be VERB cuesj-116 71 9 a a DET cuesj-116 71 10 minimum minimum NOUN cuesj-116 71 11 received receive VERB cuesj-116 71 12 snr snr PROPN cuesj-116 71 13 , , PUNCT cuesj-116 71 14 snrmin snrmin PROPN cuesj-116 71 15 given give VERB cuesj-116 71 16 by by ADP cuesj-116 71 17 pout pout NOUN cuesj-116 71 18 = = PUNCT cuesj-116 71 19 p(snr p(snr NOUN cuesj-116 71 20 < < X cuesj-116 71 21 snrmin snrmin NOUN cuesj-116 71 22 ) ) PUNCT cuesj-116 71 23 , , PUNCT cuesj-116 71 24 for for SCONJ cuesj-116 71 25 received receive VERB cuesj-116 71 26 snrs snrs NOUN cuesj-116 71 27 below below ADP cuesj-116 71 28 snrmin snrmin PROPN cuesj-116 71 29 , , PUNCT cuesj-116 71 30 the the DET cuesj-116 71 31 received receive VERB cuesj-116 71 32 symbols symbol NOUN cuesj-116 71 33 can can AUX cuesj-116 71 34 not not PART cuesj-116 71 35 be be AUX cuesj-116 71 36 successfully successfully ADV cuesj-116 71 37 decoded decode VERB cuesj-116 71 38 with with ADP cuesj-116 71 39 probability probability NOUN cuesj-116 71 40 1 1 NUM cuesj-116 71 41 , , PUNCT cuesj-116 71 42 and and CCONJ cuesj-116 71 43 the the DET cuesj-116 71 44 system system NOUN cuesj-116 71 45 declares declare VERB cuesj-116 71 46 an an DET cuesj-116 71 47 outage outage NOUN cuesj-116 71 48 . . PUNCT cuesj-116 72 1 in in ADP cuesj-116 72 2 other other ADJ cuesj-116 72 3 words word NOUN cuesj-116 72 4 , , PUNCT cuesj-116 72 5 the the DET cuesj-116 72 6 system system NOUN cuesj-116 72 7 is be AUX cuesj-116 72 8 said say VERB cuesj-116 72 9 to to PART cuesj-116 72 10 be be AUX cuesj-116 72 11 in in ADP cuesj-116 72 12 outage outage NOUN cuesj-116 72 13 if if SCONJ cuesj-116 72 14 the the DET cuesj-116 72 15 decoding decode VERB cuesj-116 72 16 error error NOUN cuesj-116 72 17 probability probability NOUN cuesj-116 72 18 can can AUX cuesj-116 72 19 not not PART cuesj-116 72 20 be be AUX cuesj-116 72 21 made make VERB cuesj-116 72 22 arbitrarily arbitrarily ADV cuesj-116 72 23 small small ADJ cuesj-116 72 24 with with ADP cuesj-116 72 25 the the DET cuesj-116 72 26 transmission transmission NOUN cuesj-116 72 27 rate rate NOUN cuesj-116 72 28 of of ADP cuesj-116 72 29 r r NOUN cuesj-116 72 30 bps bps NOUN cuesj-116 72 31 / / SYM cuesj-116 72 32 hz hz PROPN cuesj-116 72 33 . . PUNCT cuesj-116 73 1 the the DET cuesj-116 73 2 definition definition NOUN cuesj-116 73 3 of of ADP cuesj-116 73 4 the the DET cuesj-116 73 5 outage outage NOUN cuesj-116 73 6 probability probability NOUN cuesj-116 73 7 as as SCONJ cuesj-116 73 8 follows follow VERB cuesj-116 73 9 : : PUNCT cuesj-116 73 10 pout(r pout(r NOUN cuesj-116 73 11 ) ) PUNCT cuesj-116 73 12 = = SYM cuesj-116 73 13 p(c(h)