KiHoLee
358faecc0c
Redesign after the independent-mask dominance finding: the affinity now parameterizes the receiver (closed-form Wiener) instead of the mask ensemble. New Theorem 1 (spectral closed form), floors sqrt(1-b^2)/2 vs 1/2, full-cooperation bound with equality at b=1. GPU (torch) Monte Carlo backend, decision-directed SIC baseline, TikZ block diagram source, verification suite V1-V11.
84 lines
8.3 KiB
CSV
84 lines
8.3 KiB
CSV
snr_db,edma,blind,oma,genie,mac
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0.0,0.0061610171386374275,0.005619067173648297,0.0028163887856167778,0.0056300312141080765,0.005624549193878107
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0.5,0.00691010417674122,0.0063024511854892495,0.003159852086906414,0.006316247537633628,0.006309349361561283
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1.0,0.007749905158458553,0.007068641357914831,0.003545175584028836,0.007086000682366226,0.007077321020140645
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1.5,0.00869131183087741,0.007927592484830619,0.003977454409125839,0.007949433521018416,0.00793851300292445
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2.0,0.00974649960657886,0.008890435799551143,0.004462402142875826,0.008917913609859949,0.008904174704705635
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2.5,0.010929072665281737,0.009969612776119413,0.005006425437490073,0.010004179295885398,0.009986896036002313
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3.0,0.012254223859673589,0.011179022795476752,0.005616707528960678,0.01122250279942868,0.011200762797452897
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3.5,0.013738910514711638,0.012534185756127438,0.006301301667732704,0.012588872126580048,0.012561528941353725
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4.0,0.01540204717058254,0.014052420692277471,0.007069235608353175,0.014121193837328306,0.014086807264803002
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4.5,0.017264716236363182,0.015753041409356024,0.007930628420075834,0.015839518874396368,0.015796280141876264
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5.0,0.019350397380995952,0.017657570045582938,0.008896821012114422,0.017766293841720057,0.017711931943651758
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5.5,0.02168521627394186,0.01978996930424075,0.009980521909443284,0.019926640307263106,0.019858304805751847
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6.0,0.024298212980174518,0.022176893856949428,0.011195969967589819,0.022348664887473,0.022262779372211397
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6.5,0.02722162988947048,0.024847961072149566,0.012559115877317157,0.025063803043938227,0.02495588205804394
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7.0,0.030491218490760343,0.027836040749765856,0.014087824481532864,0.028107199678235918,0.02797162021400105
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7.5,0.0341465635567491,0.03117756291292608,0.015802100105602065,0.03151812973760773,0.03134784632526704
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8.0,0.03823142234629086,0.034912841886155954,0.017724337286238952,0.03534046212793969,0.03512665200704765
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8.5,0.04279407522246475,0.03908641383789467,0.019879599469816586,0.039623170253689395,0.03935479204579221
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9.0,0.04788768258092579,0.043747383640535986,0.022295928433737136,0.044420892444668104,0.044084138042602035
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9.5,0.053570641143065464,0.04894977525797977,0.02500468735797887,0.049794545359324184,0.049372160308651776
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10.0,0.05990693045153535,0.054752877862610065,0.028040940629869258,0.055811993139768964,0.0552824355011896
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10.5,0.0669664377781569,0.061221577467185394,0.03144387359248828,0.06254877459459882,0.06188517603089207
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11.0,0.0748252465960363,0.06842666099667345,0.03525725553198444,0.07008888995333985,0.0692577754750065
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11.5,0.08356587028013787,0.07644507639991947,0.03952994922373971,0.07852564771453559,0.07748536205722763
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12.0,0.09327740881804818,0.085360128615295,0.04431647029951141,0.08796257073317358,0.08666134967423425
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12.5,0.1040556021156975,0.09526158699989311,0.04967759953004671,0.09851435888929258,0.09688797294459299
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13.0,0.11600274911459842,0.10624567530369669,0.05568105080659391,0.11030790336846401,0.10827678933608055
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13.5,0.12922745762077448,0.11841491058649742,0.06240219710982095,0.12348334468228564,0.12094912763439147
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14.0,0.14384418580218838,0.13187775289817832,0.06992485602776169,0.13819516297913534,0.13503645793865676
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14.5,0.15997253317558566,0.14674802345073423,0.07834213536920213,0.15461328486468107,0.15068065415770782
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15.0,0.17773623713261566,0.16314404591732876,0.08775733805059951,0.17292418580683266,0.1680341158620806
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15.5,0.19726183132739222,0.18118746406341277,0.09828492364037603,0.19333196120884794,0.18725971263613045
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16.0,0.2186769253440418,0.2010016899599364,0.11005152164455634,0.21605933241156736,0.20853051118575192
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16.5,0.24210807182326322,0.2227099414890049,0.12319698872821615,0.24134854631350017,0.23202924390125249
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17.0,0.26767819847782004,0.2464328367428638,0.13787549850403957,0.26946211915160523,0.2579474779472346
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17.5,0.29550359887341515,0.27228552723458505,0.15425664820473364,0.3006833665641031,0.286484446899344
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18.0,0.3256904979371402,0.3003743724210648,0.17252656142846565,0.3353166538092753,0.31784551311517
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18.5,0.35833123589614085,0.33079318537477825,0.19288896017297896,0.373687292568455,0.35224023897161644
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19.0,0.3935001471563058,0.36361911343894837,0.21556617256790578,0.41614100494016715,0.38988005918955787
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19.5,0.4312492471566523,0.39890825744125635,0.24080003515655363,0.46304287205402317,0.4309755647476398
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20.0,0.47160387826934685,0.4366911765474922,0.2688526404418522,0.5147756853853035,0.47573343096639775
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20.5,0.5145585022781102,0.47696846992857833,0.3000068719913712,0.5717376246277998,0.5243530472781891
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21.0,0.5600728580354036,0.5197066667099397,0.3345666611396269,0.6343391981725063,0.577022932441223
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21.5,0.608068724285634,0.5648346868062688,0.37285689185605564,0.7029994019650798,0.6339170443856742
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22.0,0.6584275350393116,0.6122411513558497,0.415222874482676,0.7781410805176758,0.6951911159367629
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22.5,0.7109890845273154,0.6617728169555368,0.46202930580118473,0.8601855102446063,0.7609791636000716
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23.0,0.765551528064256,0.713234378387138,0.5136586334498267,0.949546269308418,0.8313903238477779
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23.5,0.8218728332902462,0.7663898279130165,0.5705087483681691,1.0466225079410099,0.9065061679270134
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24.0,0.8796737646698733,0.8209654765747858,0.6329899409936198,1.1517917856752415,0.9863786311250137
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24.5,0.9386423967077436,0.8766546390433925,0.7015210764944273,1.265402692864754,1.071028665954073
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25.0,0.9984400543762295,0.9331238669104754,0.7765249721523131,1.3877675181776066,1.160445692544041
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25.5,1.0587084809543992,0.9900204972902541,0.8584229962332282,1.5191552559366022,1.2545878766134282
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26.0,1.119077943176341,1.0469811771611839,0.9476289515595221,1.6597852620892968,1.3533832196252402
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26.5,1.179175910637804,1.1036409416090471,1.0445423566829937,1.80982186122357,1.4567314014163084
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27.0,1.2386358989577517,1.1596423762632002,1.1495412900125348,1.9693701773560432,1.5645062768096216
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27.5,1.29710604997724,1.2146443868700316,1.2629750132730075,2.1384734087219526,1.676558897795992
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28.0,1.354257039699666,1.268330133073086,1.385156635171699,2.3171116947925556,1.7927209139328206
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28.5,1.409788954299457,1.3204137546758452,1.516356108640114,2.5052026381166788,1.912808196396262
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29.0,1.46343685117662,1.3706456179911464,1.656793870330709,2.702603452084613,2.0366245350378795
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29.5,1.5149748174907736,1.4188159253438317,1.8066354251478791,2.9091146169321833,2.1639652711380073
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30.0,1.5642184427865493,1.4647566493411088,1.9659871493886203,3.1244848484421452,2.294620748891627
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30.5,1.611025724734185,1.5083418630206922,2.134893534015794,3.3484171235368767,2.4283794932787846
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31.0,1.655296518212399,1.5494866278103396,2.3133360179346942,3.580575468601784,2.5650310482060616
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31.5,1.69697071073413,1.5881446672671957,2.5012334757215813,3.8205922014764093,2.7043684343718026
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32.0,1.7360253572646107,1.6243050934735594,2.6984443327894785,4.068075325449263,2.8461902094614113
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32.5,1.7724710336003184,1.657988465829612,2.9047701920540088,4.322615799931558,2.990302132880585
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33.0,1.8063476712179856,1.6892424524988017,3.1199607780022283,4.58379445293828,3.1365184527185406
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33.5,1.8377201214872863,1.7181373382163942,3.3437199433889635,4.851188349616376,3.284662843916385
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34.0,1.8666736682078067,1.7447615844356081,3.5757124449541577,5.124376483511814,3.434569033973711
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34.5,1.8933096697926761,1.7692176044671448,3.8155711791720877,5.4029447084663,3.5860811564667223
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35.0,1.917741470965885,1.7916178721312395,4.062904576010332,5.686489875468202,3.7390538737997208
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35.5,1.940090682653944,1.8120814410975492,4.317303874670602,5.974623178146912,3.8933523096222302
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36.0,1.96048389087427,1.8307309159245366,4.578350045500127,6.266972741742281,4.048851828833409
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36.5,1.9790498228022666,1.8476898860934903,4.845620171250711,6.563185513116703,4.205437699605096
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37.0,1.995916971802156,1.8630808114160524,5.118693153295247,6.862928524245812,4.363004667830932
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37.5,2.0112116632055823,1.877023330764698,5.397154659675771,7.165889609632854,4.5214564701987765
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38.0,2.025056528618942,1.8896329553932965,5.68060127841664,7.471777660490731,4.680705307942014
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38.5,2.0375693477816395,1.901020102220074,5.968643879061808,7.7803224966316336,4.840671299425853
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39.0,2.048862212555602,1.911289420316504,6.260910216711984,8.09127443203426,5.001281926175381
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39.5,2.0590409665385074,1.9205393645088147,6.557046835743057,8.404403603108598,5.162471483808707
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40.0,2.0682048751549056,1.9288619725928229,6.856720345408583,8.71949912064466,5.324180546618741
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40.5,2.076446484100768,1.936342806471171,7.1596181476676515,9.036368098013284,5.486355452242227
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