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v2 design: independent masks + affinity-aware Wiener demultiplexer

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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.
This commit is contained in:
KiHoLee
2026-08-17 02:12:10 +09:00
parent b8b853e62e
commit 358faecc0c
29 changed files with 1777 additions and 1514 deletions
Download Patch File Download Diff File Expand all files Collapse all files
data/beta_sweep_corrected.csv
+199 -199
View File
@@ -1,199 +1,199 @@
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20,0.79,0.6741898692209654,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.8,0.6806446156340422,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.81,0.6872027388759366,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.8200000000000001,0.6938652135818649,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.8300000000000001,0.7006330367159468,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.84,0.707507228084549,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.85,0.7144888308663817,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.86,0.7215789121599784,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.87,0.7287785635491948,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.88,0.7360889016873875,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.89,0.7435110689009868,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.9,0.7510462338131872,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.91,0.7586955919885129,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.92,0.7664603665990705,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.93,0.7743418091133101,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.9400000000000001,0.7823412000081834,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.9500000000000001,0.7904598495055949,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.96,0.7986990983341251,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.97,0.807060318516999,0.4366911765474922,0.2688526404418522,0.5147756853853035
20,0.98,0.8155449141873803,0.4366911765474922,0.2688526404418522,0.5147756853853035
1 snr_db beta edma blind oma genie
2 10 0.0 0.054752877862610065 0.054752877862610065 0.028040940629869258 0.055811993139768964
3 10 0.01 0.054747350279920316 0.05475820153789551 0.054752877862610065 0.028040940629869258 0.055811993139768964
4 10 0.02 0.054730767346147666 0.05477417262711213 0.054752877862610065 0.028040940629869258 0.055811993139768964
5 10 0.03 0.05470312850494755 0.054800791320353745 0.054752877862610065 0.028040940629869258 0.055811993139768964
6 10 0.04 0.05466443283160872 0.054838057934443386 0.054752877862610065 0.028040940629869258 0.055811993139768964
7 10 0.05 0.054614679036858765 0.05488597291295555 0.054752877862610065 0.028040940629869258 0.055811993139768964
8 10 0.06 0.05455386547218096 0.054944536826228706 0.054752877862610065 0.028040940629869258 0.055811993139768964
9 10 0.07 0.05448199013665998 0.055013750371386755 0.054752877862610065 0.028040940629869258 0.055811993139768964
10 10 0.08 0.05439905068534405 0.05509361437236641 0.054752877862610065 0.028040940629869258 0.055811993139768964
11 10 0.09 0.05430504443913251 0.055184129779950464 0.054752877862610065 0.028040940629869258 0.055811993139768964
12 10 0.1 0.054199968396186245 0.05528529767180255 0.054752877862610065 0.028040940629869258 0.055811993139768964
13 10 0.11 0.05408381924486196 0.05539711925250827 0.054752877862610065 0.028040940629869258 0.055811993139768964
14 10 0.12 0.053956593378173205 0.055519595853624266 0.054752877862610065 0.028040940629869258 0.055811993139768964
15 10 0.13 0.05381828690977572 0.05565272893372537 0.054752877862610065 0.028040940629869258 0.055811993139768964
16 10 0.14 0.053668895691484 0.055796520078463425 0.054752877862610065 0.028040940629869258 0.055811993139768964
17 10 0.15 0.05350841533231138 0.05595097100062803 0.054752877862610065 0.028040940629869258 0.055811993139768964
18 10 0.16 0.0533368412190459 0.056116083540211255 0.054752877862610065 0.028040940629869258 0.055811993139768964
19 10 0.17 0.05315416853834894 0.05629185966448005 0.054752877862610065 0.028040940629869258 0.055811993139768964
20 10 0.18 0.0529603923003942 0.05647830146804995 0.054752877862610065 0.028040940629869258 0.055811993139768964
21 10 0.19 0.052755507364029314 0.056675411172967774 0.054752877862610065 0.028040940629869258 0.055811993139768964
22 10 0.2 0.05253950846347685 0.056883191128795564 0.054752877862610065 0.028040940629869258 0.055811993139768964
23 10 0.21 0.05231239023656164 0.05710164381270159 0.054752877862610065 0.028040940629869258 0.055811993139768964
24 10 0.22 0.0520741472544757 0.0573307718295557 0.054752877862610065 0.028040940629869258 0.055811993139768964
25 10 0.23 0.05182477405307159 0.057570577912030435 0.054752877862610065 0.028040940629869258 0.055811993139768964
26 10 0.24 0.05156426516568283 0.05782106492070458 0.054752877862610065 0.028040940629869258 0.055811993139768964
27 10 0.25 0.051292615157482124 0.058082235844175524 0.054752877862610065 0.028040940629869258 0.055811993139768964
28 10 0.26 0.05100981866135644 0.05835409379917405 0.054752877862610065 0.028040940629869258 0.055811993139768964
29 10 0.27 0.05071587041531166 0.058636642030681585 0.054752877862610065 0.028040940629869258 0.055811993139768964
30 10 0.28 0.05041076530139947 0.058929883912060506 0.054752877862610065 0.028040940629869258 0.055811993139768964
31 10 0.29 0.050094498386152486 0.059233822945179315 0.054752877862610065 0.028040940629869258 0.055811993139768964
32 10 0.3 0.04976706496254393 0.059548462760553325 0.054752877862610065 0.028040940629869258 0.055811993139768964
33 10 0.31 0.04942846059343863 0.05987380711747824 0.054752877862610065 0.028040940629869258 0.055811993139768964
34 10 0.32 0.04907868115655627 0.0602098599041811 0.054752877862610065 0.028040940629869258 0.055811993139768964
35 10 0.33 0.04871772289091538 0.06055662513796847 0.054752877862610065 0.028040940629869258 0.055811993139768964
36 10 0.34 0.04834558244476425 0.060914106965381805 0.054752877862610065 0.028040940629869258 0.055811993139768964
37 10 0.35000000000000003 0.04796225692498555 0.061282309662356316 0.054752877862610065 0.028040940629869258 0.055811993139768964
38 10 0.36 0.04756774394795485 0.06166123763439134 0.054752877862610065 0.028040940629869258 0.055811993139768964
39 10 0.37 0.047162041691850294 0.06205089541671533 0.054752877862610065 0.028040940629869258 0.055811993139768964
40 10 0.38 0.04674514895039684 0.06245128767446481 0.054752877862610065 0.028040940629869258 0.055811993139768964
41 10 0.39 0.046317065188023115 0.06286241920286531 0.054752877862610065 0.028040940629869258 0.055811993139768964
42 10 0.4 0.04587779059641903 0.06328429492741498 0.054752877862610065 0.028040940629869258 0.055811993139768964
43 10 0.41000000000000003 0.045427326152471775 0.0637169199040789 0.054752877862610065 0.028040940629869258 0.055811993139768964
44 10 0.42 0.04496567367756414 0.06416029931948275 0.054752877862610065 0.028040940629869258 0.055811993139768964
45 10 0.43 0.04449283589819911 0.0646144384911171 0.054752877862610065 0.028040940629869258 0.055811993139768964
46 10 0.44 0.044008816507942514 0.06507934286754048 0.054752877862610065 0.028040940629869258 0.055811993139768964
47 10 0.45 0.04351362023064087 0.06555501802859463 0.054752877862610065 0.028040940629869258 0.055811993139768964
48 10 0.46 0.04300725288489753 0.0660414696856211 0.054752877862610065 0.028040940629869258 0.055811993139768964
49 10 0.47000000000000003 0.04248972144976068 0.06653870368168054 0.054752877862610065 0.028040940629869258 0.055811993139768964
50 10 0.48 0.04196103413160188 0.06704672599178685 0.054752877862610065 0.028040940629869258 0.055811993139768964
51 10 0.49 0.041421200432142105 0.06756554272313225 0.054752877862610065 0.028040940629869258 0.055811993139768964
52 10 0.5 0.040870231217584416 0.06809516011533256 0.054752877862610065 0.028040940629869258 0.055811993139768964
53 10 0.51 0.04030813878880955 0.06863558454066575 0.054752877862610065 0.028040940629869258 0.055811993139768964
54 10 0.52 0.03973493695259877 0.06918682250432519 0.054752877862610065 0.028040940629869258 0.055811993139768964
55 10 0.53 0.039150641093819265 0.06974888064467029 0.054752877862610065 0.028040940629869258 0.055811993139768964
56 10 0.54 0.03855526824853652 0.07032176573348846 0.054752877862610065 0.028040940629869258 0.055811993139768964
57 10 0.55 0.03794883717799136 0.07090548467626023 0.054752877862610065 0.028040940629869258 0.055811993139768964
58 10 0.56 0.03733136844337993 0.07150004451242854 0.054752877862610065 0.028040940629869258 0.055811993139768964
59 10 0.5700000000000001 0.03670288448138829 0.0721054524156766 0.054752877862610065 0.028040940629869258 0.055811993139768964
60 10 0.58 0.036063409680404356 0.07272171569420816 0.054752877862610065 0.028040940629869258 0.055811993139768964
61 10 0.59 0.035412970457347266 0.07334884179103472 0.054752877862610065 0.028040940629869258 0.055811993139768964
62 10 0.6 0.034751595335041165 0.07398683828426894 0.054752877862610065 0.028040940629869258 0.055811993139768964
63 10 0.61 0.03407931502005716 0.07463571288742164 0.054752877862610065 0.028040940629869258 0.055811993139768964
64 10 0.62 0.033396162480946456 0.07529547344970607 0.054752877862610065 0.028040940629869258 0.055811993139768964
65 10 0.63 0.03270217302678281 0.07596612795634762 0.054752877862610065 0.028040940629869258 0.055811993139768964
66 10 0.64 0.03199738438593123 0.07664768452889742 0.054752877862610065 0.028040940629869258 0.055811993139768964
67 10 0.65 0.03128183678494588 0.07734015142555628 0.054752877862610065 0.028040940629869258 0.055811993139768964
68 10 0.66 0.030555573027513647 0.07804353704149611 0.054752877862610065 0.028040940629869258 0.055811993139768964
69 10 0.67 0.02981863857334309 0.07875784990919524 0.054752877862610065 0.028040940629869258 0.055811993139768964
70 10 0.68 0.02907108161689106 0.07948309869877611 0.054752877862610065 0.028040940629869258 0.055811993139768964
71 10 0.6900000000000001 0.028312953165838792 0.08021929221834728 0.054752877862610065 0.028040940629869258 0.055811993139768964
72 10 0.7000000000000001 0.027544307119194162 0.08096643941435333 0.054752877862610065 0.028040940629869258 0.055811993139768964
73 10 0.71 0.026765200344916605 0.08172454937193066 0.054752877862610065 0.028040940629869258 0.055811993139768964
74 10 0.72 0.02597569275694614 0.08249363131526735 0.054752877862610065 0.028040940629869258 0.055811993139768964
75 10 0.73 0.025175847391522434 0.08327369460797196 0.054752877862610065 0.028040940629869258 0.055811993139768964
76 10 0.74 0.024365730482666725 0.08406474875344346 0.054752877862610065 0.028040940629869258 0.055811993139768964
77 10 0.75 0.023545411536702542 0.08486680339525016 0.054752877862610065 0.028040940629869258 0.055811993139768964
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95 10 0.93 0.007135762710902627 0.10119671499684378 0.054752877862610065 0.028040940629869258 0.055811993139768964
96 10 0.9400000000000001 0.006139657845366697 0.10220980074909554 0.054752877862610065 0.028040940629869258 0.055811993139768964
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99 10 0.97 0.0031038106281055557 0.10531644954325302 0.054752877862610065 0.028040940629869258 0.055811993139768964
100 10 0.98 0.002076539471223253 0.10637450577298989 0.054752877862610065 0.028040940629869258 0.055811993139768964
101 20 0.0 0.4366911765474922 0.4366911765474922 0.2688526404418522 0.5147756853853035
102 20 0.01 0.4366440287117167 0.43672694031779324 0.4366911765474922 0.2688526404418522 0.5147756853853035
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104 20 0.03 0.43626677851363305 0.43701307498298886 0.4366911765474922 0.2688526404418522 0.5147756853853035
105 20 0.04 0.4359365863873445 0.4372634785549242 0.4366911765474922 0.2688526404418522 0.5147756853853035
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107 20 0.06 0.43499267810292913 0.43797910121191785 0.4366911765474922 0.2688526404418522 0.5147756853853035
108 20 0.07 0.43437874131546467 0.4384444020894803 0.4366911765474922 0.2688526404418522 0.5147756853853035
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110 20 0.09 0.4328661957722866 0.4395902490424265 0.4366911765474922 0.2688526404418522 0.5147756853853035
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112 20 0.11 0.43097291758127854 0.44102354059974963 0.4366911765474922 0.2688526404418522 0.5147756853853035
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116 20 0.15 0.4260372905402156 0.44475522005260776 0.4366911765474922 0.2688526404418522 0.5147756853853035
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118 20 0.17 0.4229909111155674 0.4470553240188804 0.4366911765474922 0.2688526404418522 0.5147756853853035
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130 20 0.29 0.39646611971957335 0.46701127321428854 0.4366911765474922 0.2688526404418522 0.5147756853853035
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