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.
2.2 KiB
2.2 KiB
| 1 | d | snr_db | mse_mc | mse_theory | mse_blind |
|---|---|---|---|---|---|
| 2 | 256 | 0.0 | 0.9958906187265965 | 0.9957520371754321 | 0.9961240310077519 |
| 3 | 256 | 2.5 | 0.9926509086327597 | 0.9924951337006896 | 0.993148778755109 |
| 4 | 256 | 5.0 | 0.9869671196373861 | 0.9868069561728815 | 0.9879451709874938 |
| 5 | 256 | 7.5 | 0.9771456527581006 | 0.9770064578879146 | 0.9789579793127183 |
| 6 | 256 | 10.0 | 0.9605855179298334 | 0.9605076750198117 | 0.9637681159420289 |
| 7 | 256 | 12.5 | 0.9337484810109989 | 0.9337823722702523 | 0.9390092836053628 |
| 8 | 256 | 15.0 | 0.8928736458420425 | 0.8930612771894957 | 0.9009452871484813 |
| 9 | 256 | 17.5 | 0.8360494261292735 | 0.8363998816883345 | 0.8473840548704382 |
| 10 | 256 | 20.0 | 0.7661668636283875 | 0.7666566714783413 | 0.7807017543859648 |
| 11 | 256 | 22.5 | 0.691947677239615 | 0.6925661718278007 | 0.709267994905624 |
| 12 | 256 | 25.0 | 0.6243632968967908 | 0.6251571720537481 | 0.6440702380534542 |
| 13 | 256 | 27.5 | 0.5709153641061163 | 0.571972710197798 | 0.5927077630509127 |
| 14 | 256 | 30.0 | 0.5331897043219835 | 0.53458472828743 | 0.5567375886524822 |
| 15 | 256 | 32.5 | 0.5086536205122679 | 0.5104122867933932 | 0.5335732525163734 |
| 16 | 256 | 35.0 | 0.4935273743565432 | 0.4956303135714446 | 0.5194512459464362 |
| 17 | 256 | 37.5 | 0.4844975136532381 | 0.48689966319840416 | 0.5111276997838433 |
| 18 | 256 | 40.0 | 0.4792009242590312 | 0.48184935117050987 | 0.5063191153238548 |
| 19 | 768 | 0.0 | 0.9986765012793098 | 0.9985760128125698 | 0.9987012987012988 |
| 20 | 768 | 2.5 | 0.9976163216681129 | 0.9974733083167204 | 0.9976952053744985 |
| 21 | 768 | 5.0 | 0.9957307732307438 | 0.9955242936982399 | 0.9959160824250755 |
| 22 | 768 | 7.5 | 0.9923981843904192 | 0.992095537514675 | 0.9927835275542491 |
| 23 | 768 | 10.0 | 0.9865629253484912 | 0.9861129415585025 | 0.9873096446700508 |
| 24 | 768 | 12.5 | 0.9764985106901773 | 0.9758221660225336 | 0.9778701398348755 |
| 25 | 768 | 15.0 | 0.9595662490049409 | 0.9585462259188507 | 0.9619573584726929 |
| 26 | 768 | 17.5 | 0.9322122252329521 | 0.9306888249982047 | 0.9361315623151921 |
| 27 | 768 | 20.0 | 0.8907470407123728 | 0.8885385986762078 | 0.8966942148760331 |
| 28 | 768 | 22.5 | 0.8334967999962878 | 0.8304680517855016 | 0.8417416365176289 |
| 29 | 768 | 25.0 | 0.7637208092945489 | 0.759888721537542 | 0.7741964962231777 |
| 30 | 768 | 27.5 | 0.6903787748107578 | 0.6859650675890866 | 0.7028866275721191 |
| 31 | 768 | 30.0 | 0.6242938905723492 | 0.6196325851274082 | 0.638728323699422 |
| 32 | 768 | 32.5 | 0.5725413154691661 | 0.5679130695479454 | 0.5887951848908111 |
| 33 | 768 | 35.0 | 0.5363309035044117 | 0.5318795970416631 | 0.554141276684715 |
| 34 | 768 | 37.5 | 0.5129687106701781 | 0.5087260331425658 | 0.5319605114462806 |
| 35 | 768 | 40.0 | 0.498680130948561 | 0.4946227489687355 | 0.5184899845916795 |