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KiHoLee 358faecc0c v2 design: independent masks + affinity-aware Wiener demultiplexer

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.

2026-08-17 02:12:10 +09:00

8.3 KiB

Raw Permalink Blame History

1	snr_db	edma	blind	oma	genie	mac
2	0.0	0.0061610171386374275	0.005619067173648297	0.0028163887856167778	0.0056300312141080765	0.005624549193878107
3	0.5	0.00691010417674122	0.0063024511854892495	0.003159852086906414	0.006316247537633628	0.006309349361561283
4	1.0	0.007749905158458553	0.007068641357914831	0.003545175584028836	0.007086000682366226	0.007077321020140645
5	1.5	0.00869131183087741	0.007927592484830619	0.003977454409125839	0.007949433521018416	0.00793851300292445
6	2.0	0.00974649960657886	0.008890435799551143	0.004462402142875826	0.008917913609859949	0.008904174704705635
7	2.5	0.010929072665281737	0.009969612776119413	0.005006425437490073	0.010004179295885398	0.009986896036002313
8	3.0	0.012254223859673589	0.011179022795476752	0.005616707528960678	0.01122250279942868	0.011200762797452897
9	3.5	0.013738910514711638	0.012534185756127438	0.006301301667732704	0.012588872126580048	0.012561528941353725
10	4.0	0.01540204717058254	0.014052420692277471	0.007069235608353175	0.014121193837328306	0.014086807264803002
11	4.5	0.017264716236363182	0.015753041409356024	0.007930628420075834	0.015839518874396368	0.015796280141876264
12	5.0	0.019350397380995952	0.017657570045582938	0.008896821012114422	0.017766293841720057	0.017711931943651758
13	5.5	0.02168521627394186	0.01978996930424075	0.009980521909443284	0.019926640307263106	0.019858304805751847
14	6.0	0.024298212980174518	0.022176893856949428	0.011195969967589819	0.022348664887473	0.022262779372211397
15	6.5	0.02722162988947048	0.024847961072149566	0.012559115877317157	0.025063803043938227	0.02495588205804394
16	7.0	0.030491218490760343	0.027836040749765856	0.014087824481532864	0.028107199678235918	0.02797162021400105
17	7.5	0.0341465635567491	0.03117756291292608	0.015802100105602065	0.03151812973760773	0.03134784632526704
18	8.0	0.03823142234629086	0.034912841886155954	0.017724337286238952	0.03534046212793969	0.03512665200704765
19	8.5	0.04279407522246475	0.03908641383789467	0.019879599469816586	0.039623170253689395	0.03935479204579221
20	9.0	0.04788768258092579	0.043747383640535986	0.022295928433737136	0.044420892444668104	0.044084138042602035
21	9.5	0.053570641143065464	0.04894977525797977	0.02500468735797887	0.049794545359324184	0.049372160308651776
22	10.0	0.05990693045153535	0.054752877862610065	0.028040940629869258	0.055811993139768964	0.0552824355011896
23	10.5	0.0669664377781569	0.061221577467185394	0.03144387359248828	0.06254877459459882	0.06188517603089207
24	11.0	0.0748252465960363	0.06842666099667345	0.03525725553198444	0.07008888995333985	0.0692577754750065
25	11.5	0.08356587028013787	0.07644507639991947	0.03952994922373971	0.07852564771453559	0.07748536205722763
26	12.0	0.09327740881804818	0.085360128615295	0.04431647029951141	0.08796257073317358	0.08666134967423425
27	12.5	0.1040556021156975	0.09526158699989311	0.04967759953004671	0.09851435888929258	0.09688797294459299
28	13.0	0.11600274911459842	0.10624567530369669	0.05568105080659391	0.11030790336846401	0.10827678933608055
29	13.5	0.12922745762077448	0.11841491058649742	0.06240219710982095	0.12348334468228564	0.12094912763439147
30	14.0	0.14384418580218838	0.13187775289817832	0.06992485602776169	0.13819516297913534	0.13503645793865676
31	14.5	0.15997253317558566	0.14674802345073423	0.07834213536920213	0.15461328486468107	0.15068065415770782
32	15.0	0.17773623713261566	0.16314404591732876	0.08775733805059951	0.17292418580683266	0.1680341158620806
33	15.5	0.19726183132739222	0.18118746406341277	0.09828492364037603	0.19333196120884794	0.18725971263613045
34	16.0	0.2186769253440418	0.2010016899599364	0.11005152164455634	0.21605933241156736	0.20853051118575192
35	16.5	0.24210807182326322	0.2227099414890049	0.12319698872821615	0.24134854631350017	0.23202924390125249
36	17.0	0.26767819847782004	0.2464328367428638	0.13787549850403957	0.26946211915160523	0.2579474779472346
37	17.5	0.29550359887341515	0.27228552723458505	0.15425664820473364	0.3006833665641031	0.286484446899344
38	18.0	0.3256904979371402	0.3003743724210648	0.17252656142846565	0.3353166538092753	0.31784551311517
39	18.5	0.35833123589614085	0.33079318537477825	0.19288896017297896	0.373687292568455	0.35224023897161644
40	19.0	0.3935001471563058	0.36361911343894837	0.21556617256790578	0.41614100494016715	0.38988005918955787
41	19.5	0.4312492471566523	0.39890825744125635	0.24080003515655363	0.46304287205402317	0.4309755647476398
42	20.0	0.47160387826934685	0.4366911765474922	0.2688526404418522	0.5147756853853035	0.47573343096639775
43	20.5	0.5145585022781102	0.47696846992857833	0.3000068719913712	0.5717376246277998	0.5243530472781891
44	21.0	0.5600728580354036	0.5197066667099397	0.3345666611396269	0.6343391981725063	0.577022932441223
45	21.5	0.608068724285634	0.5648346868062688	0.37285689185605564	0.7029994019650798	0.6339170443856742
46	22.0	0.6584275350393116	0.6122411513558497	0.415222874482676	0.7781410805176758	0.6951911159367629
47	22.5	0.7109890845273154	0.6617728169555368	0.46202930580118473	0.8601855102446063	0.7609791636000716
48	23.0	0.765551528064256	0.713234378387138	0.5136586334498267	0.949546269308418	0.8313903238477779
49	23.5	0.8218728332902462	0.7663898279130165	0.5705087483681691	1.0466225079410099	0.9065061679270134
50	24.0	0.8796737646698733	0.8209654765747858	0.6329899409936198	1.1517917856752415	0.9863786311250137
51	24.5	0.9386423967077436	0.8766546390433925	0.7015210764944273	1.265402692864754	1.071028665954073
52	25.0	0.9984400543762295	0.9331238669104754	0.7765249721523131	1.3877675181776066	1.160445692544041
53	25.5	1.0587084809543992	0.9900204972902541	0.8584229962332282	1.5191552559366022	1.2545878766134282
54	26.0	1.119077943176341	1.0469811771611839	0.9476289515595221	1.6597852620892968	1.3533832196252402
55	26.5	1.179175910637804	1.1036409416090471	1.0445423566829937	1.80982186122357	1.4567314014163084
56	27.0	1.2386358989577517	1.1596423762632002	1.1495412900125348	1.9693701773560432	1.5645062768096216
57	27.5	1.29710604997724	1.2146443868700316	1.2629750132730075	2.1384734087219526	1.676558897795992
58	28.0	1.354257039699666	1.268330133073086	1.385156635171699	2.3171116947925556	1.7927209139328206
59	28.5	1.409788954299457	1.3204137546758452	1.516356108640114	2.5052026381166788	1.912808196396262
60	29.0	1.46343685117662	1.3706456179911464	1.656793870330709	2.702603452084613	2.0366245350378795
61	29.5	1.5149748174907736	1.4188159253438317	1.8066354251478791	2.9091146169321833	2.1639652711380073
62	30.0	1.5642184427865493	1.4647566493411088	1.9659871493886203	3.1244848484421452	2.294620748891627
63	30.5	1.611025724734185	1.5083418630206922	2.134893534015794	3.3484171235368767	2.4283794932787846
64	31.0	1.655296518212399	1.5494866278103396	2.3133360179346942	3.580575468601784	2.5650310482060616
65	31.5	1.69697071073413	1.5881446672671957	2.5012334757215813	3.8205922014764093	2.7043684343718026
66	32.0	1.7360253572646107	1.6243050934735594	2.6984443327894785	4.068075325449263	2.8461902094614113
67	32.5	1.7724710336003184	1.657988465829612	2.9047701920540088	4.322615799931558	2.990302132880585
68	33.0	1.8063476712179856	1.6892424524988017	3.1199607780022283	4.58379445293828	3.1365184527185406
69	33.5	1.8377201214872863	1.7181373382163942	3.3437199433889635	4.851188349616376	3.284662843916385
70	34.0	1.8666736682078067	1.7447615844356081	3.5757124449541577	5.124376483511814	3.434569033973711
71	34.5	1.8933096697926761	1.7692176044671448	3.8155711791720877	5.4029447084663	3.5860811564667223
72	35.0	1.917741470965885	1.7916178721312395	4.062904576010332	5.686489875468202	3.7390538737997208
73	35.5	1.940090682653944	1.8120814410975492	4.317303874670602	5.974623178146912	3.8933523096222302
74	36.0	1.96048389087427	1.8307309159245366	4.578350045500127	6.266972741742281	4.048851828833409
75	36.5	1.9790498228022666	1.8476898860934903	4.845620171250711	6.563185513116703	4.205437699605096
76	37.0	1.995916971802156	1.8630808114160524	5.118693153295247	6.862928524245812	4.363004667830932
77	37.5	2.0112116632055823	1.877023330764698	5.397154659675771	7.165889609632854	4.5214564701987765
78	38.0	2.025056528618942	1.8896329553932965	5.68060127841664	7.471777660490731	4.680705307942014
79	38.5	2.0375693477816395	1.901020102220074	5.968643879061808	7.7803224966316336	4.840671299425853
80	39.0	2.048862212555602	1.911289420316504	6.260910216711984	8.09127443203426	5.001281926175381
81	39.5	2.0590409665385074	1.9205393645088147	6.557046835743057	8.404403603108598	5.162471483808707
82	40.0	2.0682048751549056	1.9288619725928229	6.856720345408583	8.71949912064466	5.324180546618741
83	40.5	2.076446484100768	1.936342806471171	7.1596181476676515	9.036368098013284	5.486355452242227

8.3 KiB Raw Permalink Blame History

8.3 KiB

Raw Permalink Blame History