Error Correction Decoding on CCSDS (128,64)
8.6-ln(BER) @ Eb/N0=4SB-ECC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SB-ECCDecoder Category=Model-free, Backbone=CrossMPT, Backbone layers (N)=6, Hidden dimension (d)=1282026.05 | 8.6 | 13.43 | 19.2 | |
| DDECCDecoder Category=Model-free, Backbone=CrossMPT, Backbone layers (N)=6, Hidden dimension (d)=1282026.05 | 8.4 | 13.18 | 17.47 | |
| BPDecoder Category=BP-based, Decoding Iterations=502026.05 | 8 | 12.11 | 17.17 | |
| ECCFMArchitecture Category=Model-free2025.12 | 7.95 | 12.68 | 17.01 | |
| DDECCArchitecture Category=Model-free2025.12 | 7.77 | 12.35 | 17.22 | |
| CrossMPTDecoder Category=Model-free, Backbone layers (N)=6, Hidden dimension (d)=1282026.05 | 7.68 | 11.88 | 17.5 | |
| CrossMPTArchitecture Category=Model-free2025.12 | 7.56 | 11.87 | 16.8 | |
| ARBPArchitecture Category=BP-based2025.12 | 7.25 | 10.99 | 16.36 | |
| AR BPDecoder Category=BP-based, Decoding Iterations=52026.05 | 7.25 | 10.99 | 16.36 | |
| ECCTArchitecture Category=Model-free2025.12 | 6.82 | 10.6 | 15.87 | |
| BPArchitecture Category=BP-based2025.12 | 6.55 | 9.65 | 13.78 |