DocumentCode :
1780008
Title :
Universal polar codes for more capable and less noisy channels and sources
Author :
Sutter, David ; Renes, Joseph M.
Author_Institution :
Inst. for Theor. Phys., ETH Zurich, Zurich, Switzerland
fYear :
2014
fDate :
June 29 2014-July 4 2014
Firstpage :
1461
Lastpage :
1465
Abstract :
We prove two results on the universality of polar codes for source coding and channel communication. First, we show that for any polar code built for a source PX,Z there exists a slightly modified polar code-having the same rate, the same encoding and decoding complexity and the same error rate-that is universal for every source PX,Y when using successive cancellation decoding, at least when the channel PY|X is more capable than PZ|X and PX is such that it maximizes I(X; Y )-I(X;Z) for the given channels PY|X and PZ|X. This result extends to channel coding for discrete memoryless channels. Second, we prove that polar codes using successive cancellation decoding are universal for less noisy discrete memoryless channels.
Keywords :
channel coding; decoding; memoryless systems; source coding; channel coding; channel communication; decoding complexity; discrete memoryless channels; encoding complexity; error rate; polar codes; source coding; successive cancellation decoding; Channel coding; Decoding; Monte Carlo methods; Noise measurement; Reliability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory (ISIT), 2014 IEEE International Symposium on
Conference_Location :
Honolulu, HI
Type :
conf
DOI :
10.1109/ISIT.2014.6875075
Filename :
6875075
Link To Document :
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