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.
3.3 KiB
3.3 KiB
| 1 | U | snr_db | edma_mc | blind | oma | mse_mc |
|---|---|---|---|---|---|---|
| 2 | 2 | 0.0 | 0.0067459622753358985 | 0.005619067173648297 | 0.0028163887856167778 | 0.9976647585630417 |
| 3 | 2 | 2.5 | 0.011675481754301935 | 0.009969612776119413 | 0.005006425437490073 | 0.9959617620706558 |
| 4 | 2 | 5.0 | 0.020286535908117426 | 0.017657570045582938 | 0.008896821012114422 | 0.9929938805103302 |
| 5 | 2 | 7.5 | 0.035291135414103295 | 0.03117756291292608 | 0.015802100105602065 | 0.9878435188531876 |
| 6 | 2 | 10.0 | 0.06125380524795852 | 0.054752877862610065 | 0.028040940629869258 | 0.978994796872139 |
| 7 | 2 | 12.5 | 0.10554787426027339 | 0.09526158699989311 | 0.04967759953004671 | 0.9640808624029159 |
| 8 | 2 | 15.0 | 0.17922846076711016 | 0.16314404591732876 | 0.08775733805059951 | 0.9397740066051483 |
| 9 | 2 | 17.5 | 0.29671520331202866 | 0.27228552723458505 | 0.15425664820473364 | 0.9022770518064499 |
| 10 | 2 | 20.0 | 0.47207515868714434 | 0.4366911765474922 | 0.2688526404418522 | 0.8490741294622421 |
| 11 | 2 | 22.5 | 0.7100570759041679 | 0.6617728169555368 | 0.46202930580118473 | 0.7818541771173477 |
| 12 | 2 | 25.0 | 0.9952787609812811 | 0.9331238669104754 | 0.7765249721523131 | 0.708264736533165 |
| 13 | 2 | 27.5 | 1.290911785811443 | 1.2146443868700316 | 1.2629750132730075 | 0.639290742278099 |
| 14 | 2 | 30.0 | 1.5545191724506118 | 1.4647566493411088 | 1.9659871493886203 | 0.5834740561246872 |
| 15 | 3 | 0.0 | 0.008221550750832831 | 0.008412218630107837 | 0.002816846908845676 | 0.9981022214889527 |
| 16 | 3 | 2.5 | 0.015313679039211471 | 0.014902926454674073 | 0.005007872928745025 | 0.9964680409431458 |
| 17 | 3 | 5.0 | 0.028029675597543307 | 0.026325253299532562 | 0.00890139152557443 | 0.9935446953773499 |
| 18 | 3 | 7.5 | 0.050514313628626004 | 0.04626641612972433 | 0.015816514922095765 | 0.988396560549736 |
| 19 | 3 | 10.0 | 0.08952942310946198 | 0.08059981755804599 | 0.028086309611073952 | 0.9795267921686173 |
| 20 | 3 | 12.5 | 0.15534005610649262 | 0.13832515321163041 | 0.04981987507531682 | 0.9647452771663666 |
| 21 | 3 | 15.0 | 0.2615951480089572 | 0.2316168228614546 | 0.08820067087182441 | 0.9413490122556687 |
| 22 | 3 | 17.5 | 0.4221435294251369 | 0.3731878021467334 | 0.15562283620381148 | 0.9070698082447052 |
| 23 | 3 | 20.0 | 0.6428146293469728 | 0.5688074586563354 | 0.27298359666177824 | 0.8619812881946564 |
| 24 | 3 | 22.5 | 0.9107931284704225 | 0.8069275801266587 | 0.4741321857975819 | 0.8102293717861175 |
| 25 | 3 | 25.0 | 1.192151455674711 | 1.0559460071626627 | 0.8102498992888099 | 0.7592338293790817 |
| 26 | 3 | 27.5 | 1.4460078396289984 | 1.2782661617838726 | 1.3502134677042328 | 0.7159830737113952 |
| 27 | 3 | 30.0 | 1.6453250009668556 | 1.4503691419311937 | 2.1701295882547527 | 0.6837582939863205 |
| 28 | 4 | 0.0 | 0.015142645594341335 | 0.011194533410694072 | 0.002817076044986573 | 0.9973794192075729 |
| 29 | 4 | 2.5 | 0.02657168051302456 | 0.01980238285260359 | 0.005008597092951442 | 0.9954060631990432 |
| 30 | 4 | 5.0 | 0.04649602868391863 | 0.03488813263113353 | 0.008903679130992838 | 0.9919752240180969 |
| 31 | 4 | 7.5 | 0.0808285062062145 | 0.0610360844265235 | 0.015823735486660634 | 0.9860911220312119 |
| 32 | 4 | 10.0 | 0.1387823700129495 | 0.10550166169718982 | 0.028109067575874017 | 0.9762377244234085 |
| 33 | 4 | 12.5 | 0.23327828100624443 | 0.17872115676402342 | 0.04989142100177373 | 0.9603821069002152 |
| 34 | 4 | 15.0 | 0.3790651258653871 | 0.29313196378582485 | 0.08842458349643963 | 0.9364239370822907 |
| 35 | 4 | 17.5 | 0.5861777540534772 | 0.458064715640174 | 0.15631809220986412 | 0.9034117364883423 |
| 36 | 4 | 20.0 | 0.8490808651568857 | 0.6702163879182615 | 0.27511311194165045 | 0.8631778705120087 |
| 37 | 4 | 22.5 | 1.1397156040760281 | 0.9064855445133952 | 0.48050543882991376 | 0.8207820576429367 |
| 38 | 4 | 25.0 | 1.4160565809869674 | 1.1309122590875245 | 0.8286132554549861 | 0.7824041104316711 |
| 39 | 4 | 27.5 | 1.6433747432527392 | 1.3140736832668964 | 1.4000909956579182 | 0.752183369398117 |
| 40 | 4 | 30.0 | 1.808776977801607 | 1.4458968914537418 | 2.294588749973288 | 0.7309303051233291 |