Title :
The performance of polar codes in distributed source coding
Author :
Trang, Vu Thi Thuy ; Kang, Jin Whan ; Jang, Min ; Kim, Sang-Hyo ; Sang-Hyo Kimy
Author_Institution :
Sch. of Inf. & Commun. Eng., Sungkyunkwan Univ., Suwon, South Korea
Abstract :
The application of polar coding to rate-adaptive asymmetric Slepian-Wolf coding is considered. The encoder transmits the syndrome set which includes high entropy bits to the decoder to achieve the optimal compression. It means that the encoder must know the correlation between two sources and the syndrome set varies according to this correlation. In this paper, we propose polar source coding scheme with the construction which is designed by density evolution for the target range of crossover probabilities from 0.01 to 0.25. This proposed scheme performs closely to the theoretical Slepian Wolf bound and can be comparable with Low Density Parity Check Accumulate (LDPCA) codes.
Keywords :
adaptive codes; codecs; parity check codes; source coding; LDPCA codes; crossover probabilities; density evolution; distributed source coding; encoder; low density parity check accumulate; optimal compression; polar codes performance; polar source coding; rate-adaptive asymmetric Slepian-Wolf coding; Correlation; Decoding; Entropy; Parity check codes; Source coding; Slepian-Wolf Coding; density evolution; polar codes;
Conference_Titel :
Communications and Electronics (ICCE), 2012 Fourth International Conference on
Conference_Location :
Hue
Print_ISBN :
978-1-4673-2492-2
DOI :
10.1109/CCE.2012.6315897