Title :
Enhancing Binary Images of Non-Binary LDPC Codes
Author :
Bhatia, Aman ; Iyengar, Aravind R. ; Siegel, Paul H.
Author_Institution :
Univ. of California, San Diego, La Jolla, CA, USA
Abstract :
We investigate the reasons behind the superior performance of belief propagation decoding of non- binary LDPC codes over their binary images when the transmission occurs over the binary erasure channel. We show that although decoding over the binary image has lower complexity, it has worse performance owing to its larger number of stopping sets relative to the original non-binary code. We propose a method to find redundant parity-checks of the binary image that eliminate these additional stopping sets, so that we achieve performance comparable to that of the original non-binary LDPC code with lower decoding complexity.
Keywords :
decoding; image coding; parity check codes; belief propagation decoding; binary erasure channel; binary images; nonbinary LDPC codes; redundant parity-checks; Binary codes; Decoding; Equations; Helium; Parity check codes; Peer to peer computing; Vectors;
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2011), 2011 IEEE
Conference_Location :
Houston, TX, USA
Print_ISBN :
978-1-4244-9266-4
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2011.6134315