DocumentCode
1340035
Title
Error Exponents for Joint Source-Channel Coding With Side Information
Author
Chang, Cheng
Author_Institution
D.E. Shaw & Co., New York, NY, USA
Volume
57
Issue
10
fYear
2011
Firstpage
6877
Lastpage
6889
Abstract
In this paper, we study upper and lower bounds on the error exponents for joint source-channel coding with decoder side-information. The results in the paper are nontrivial extensions of Csiszár´s classical paper “Joint Source-Channel Error Exponent”, Problems of Control and Information Theory, 1980. Unlike the joint source-channel coding result in Csiszár´s paper, it is not obvious whether the lower bound and the upper bound are equivalent even if the channel coding error exponent is known. For a class of channels, including symmetric channels, we apply a game-theoretic result to establish the existence of a saddle point and, hence, prove that the lower and upper bounds are the same if the channel coding error exponent is known. More interestingly, we show that encoder side-information does not increase the error exponents in this case.
Keywords
channel coding; decoding; game theory; source coding; Csiszar classical paper; decoder side-information; encoder side-information; error exponent; game theory; information theory; joint source-channel coding; lower bound; saddle point existence; symmetric channel; upper bound; Channel coding; Decoding; Games; Joints; Source coding; Upper bound; Error exponent; error exponent game; joint source-channel coding; source coding with side-information;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2011.2165154
Filename
6034713
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