DocumentCode
829718
Title
On joint source-channel coding for the Wyner-Ziv source and the Gel´fand-Pinsker channel
Author
Merhav, Neri ; Shamai, Shlomo
Author_Institution
Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
Volume
49
Issue
11
fYear
2003
Firstpage
2844
Lastpage
2855
Abstract
We consider the problem of lossy joint source-channel coding in a communication system where the encoder has access to channel state information (CSI) and the decoder has access to side information that is correlated to the source. This configuration combines the Wyner-Ziv (1976) model of pure lossy source coding with side information at the decoder and the Shannon/Gel´fand-Pinsker (1958, 1980) model of pure channel coding with CSI at the encoder. We prove a separation theorem for this communication system, which asserts that there is no loss in asymptotic optimality in applying, first, an optimal Wyner-Ziv source code and, then, an optimal Gel´fand-Pinsker channel code. We then derive conditions for the optimality of a symbol-by-symbol (scalar) source-channel code, and demonstrate situations where these conditions are met. Finally, we discuss a few practical applications, including overlaid communication where the model under discussion is useful.
Keywords
combined source-channel coding; optimisation; CSI; Gel´fand-Pinsker channel; Shannon/Gel´fand-Pinsker model; Wyner-Ziv model; Wyner-Ziv source; asymptotic optimality; channel state information; communication system; decoder; encoder; joint source-channel coding; lossy source coding; optimal Gel´fand-Pinsker channel code; optimal Wyner-Ziv source code; separation theorem; side information; symbol-by-symbol source-channel code; Channel coding; Channel state information; Communication system control; Communication systems; Decoding; Fading; Helium; Source coding; Writing;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2003.818410
Filename
1246010
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