Title
Encoding of Spatially Coupled LDGM Codes for Lossy Source Compression.
Abstract
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 Golmohammadi101.35
David G. M. Mitchell214720.94
Jörg Kliewer342.10
Daniel J. Costello Jr.452.11