DocumentCode
1167175
Title
Coding for the Feedback Gel´fand–Pinsker Channel and the Feedforward Wyner–Ziv Source
Author
Merhav, Neri ; Weissman, Tsachy
Author_Institution
Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa
Volume
52
Issue
9
fYear
2006
Firstpage
4207
Lastpage
4211
Abstract
We consider both channel coding and source coding, with perfect past feedback/feedforward, in the presence of side information. It is first observed that feedback does not increase the capacity of the Gel´fand-Pinsker channel, nor does feedforward improve the achievable rate-distortion performance in the Wyner-Ziv problem. We then focus on the Gaussian case showing that, as in the absence of side information, feedback/feedforward allows to efficiently attain the respective performance limits. In particular, we derive schemes via variations on that of Schalkwijk and Kailath. These variants, which are as simple as their origin and require no binning, are shown to achieve, respectively, the capacity of Costa´s channel, and the Wyner-Ziv rate distortion function. Finally, we consider the finite-alphabet setting and derive schemes for both the channel and the source coding problems that attain the fundamental limits, using variations on schemes of Ahlswede and Ooi and Wornell, and of Martinian and Wornell, respectively
Keywords
Gaussian channels; channel capacity; channel coding; feedback; feedforward; rate distortion theory; source coding; Costa channel capacity; Gaussian channel; feedback Gel´fand-Pinsker channel coding; feedforward Wyner-Ziv source coding; finite-alphabet setting; rate distortion function; Bayesian methods; Codes; Combinatorial mathematics; Entropy; Feedback; Physics; Probability; Statistics; Dirty paper; Schalkwijk–Kailath scheme; feedback; feedforward; side information; source–channel duality;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2006.880040
Filename
1683936
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