Abstract | ||
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It has been shown that a class of spatially coupled low-density generator-matrix (SC-LDGM) code ensembles displays distortion saturation for the lossy binary symmetric source coding problem with the belief propagation guided decimation (BPGD) algorithm, i.e., the BPGD distortion approaches the optimal expected distortion of the underlying ensemble asymptotically in code length. We investigate the ... |
Year | DOI | Venue |
---|---|---|
2018 | 10.1109/TCOMM.2018.2848241 | IEEE Transactions on Communications |
Keywords | Field | DocType |
Distortion,Generators,Source coding,Couplings,Channel coding,Complexity theory | Coupling,Decimation,Lossy compression,Computer science,Source code,Algorithm,Electronic engineering,Distortion,Encoding (memory),Binary number,Belief propagation | Journal |
Volume | Issue | ISSN |
66 | 11 | 0090-6778 |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Ahmad Golmohammadi | 1 | 0 | 1.35 |
David G. M. Mitchell | 2 | 147 | 20.94 |
Jörg Kliewer | 3 | 4 | 2.10 |
Daniel J. Costello Jr. | 4 | 5 | 2.11 |