Title :
Slepian-Wolf coding of multiple M-ary sources using LDPC codes
Author :
Lan, Ching-Fu ; Liveris, Angelos D. ; Narayanan, Krishna ; Xiong, Zixiang ; Georghiades, Costas
Author_Institution :
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
Abstract :
This paper presents a Slepian-Wolf coding of n correlated m-ary sources for LDPC codes. On applying the syndrome concept, multilevel codes with low-density parity-check (LDPC) codes can be used to approach the Slepian-Wolf limit at each level. The advantage of LDPC codes is that they can be designed for different correlation models between source outputs and the side information and approach the Slepian-Wolf limits. Specifically, for Slepian-Wolf coding of three sources, a design rule of rates for coding each source, which facilitates code design and allows multistage decoding was proposed.
Keywords :
correlation theory; decoding; parity check codes; source coding; LDPC code; Slepian-Wolf coding; code design; correlated m-ary source; low-density parity-check code; multilevel code; multiple m-ary source; multistage decoding; source coding; syndrome concept; AWGN channels; Algorithm design and analysis; Channel coding; Decoding; Design methodology; Entropy; Error analysis; Parity check codes; Symmetric matrices; Web pages;
Conference_Titel :
Data Compression Conference, 2004. Proceedings. DCC 2004
Print_ISBN :
0-7695-2082-0
DOI :
10.1109/DCC.2004.1281525