Title :
Source coding with side information using list decoding
Author :
Ali, Mortuza ; Kuijper, Margreta
Author_Institution :
Dept. Electr. & Electron. Eng., Univ. of Melbourne, Melbourne, VIC, Australia
Abstract :
Existing literature on source coding with side information (SCSI) uses channel codes like LDPC codes and turbo codes and assumes classical unique decoding. In this paper, in contrast to classical decoding, we have taken the list decoding approach and show that the theoretical limit of SCSI can then be achieved. We argue that, as opposed to channel coding, the correct sequence from the list produced by the list decoder can effectively be recovered in case of SCSI with a few CRC bits. The CRC bits, which allow the decoder to identify the correct sequence, incur negligible overhead for large block length. More importantly, these CRC bits are not subject to noise since we are dealing with a virtual noisy channel rather than a real noisy channel. Finally, we present a guideline for designing constructive SCSI schemes using Reed Solomon code, BCH code, and Reed-Muller code, which are the known list-decodable codes.
Keywords :
BCH codes; Reed-Muller codes; Reed-Solomon codes; channel coding; parity check codes; source coding; turbo codes; BCH code; LDPC codes; Reed Solomon code; Reed-Muller code; channel codes; list decoding; side information; source coding; turbo codes; virtual noisy channel; Australia; Channel coding; Cyclic redundancy check; Decoding; Entropy; Guidelines; Parity check codes; Reed-Solomon codes; Source coding; Turbo codes;
Conference_Titel :
Information Theory Proceedings (ISIT), 2010 IEEE International Symposium on
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-7890-3
Electronic_ISBN :
978-1-4244-7891-0
DOI :
10.1109/ISIT.2010.5513280