DocumentCode
2025833
Title
Redundancy of Variable Rate Slepian-Wolf Codes from the Decoder´s Perspective
Author
Da-ke He ; Lastras-Montano, Luis A. ; En-Hui Yang
Author_Institution
IBM, Yorktown Heights
fYear
2007
fDate
24-29 June 2007
Firstpage
1321
Lastpage
1325
Abstract
The Slepian-Wolf coding problem is often viewed as a channel coding problem for the purpose of gaining insight into its properties. In this perspective, source sequences are associated with balls of side information sequences, and then one packs in each bin as many of these balls as possible with little or no overlap. Alternatively, one can treat the problem as a source coding problem in which for a given side information sequence, the set of conditionally probable source sequences is distributed in as many bins as required by a fidelity criterion. In an earlier series of publications we developed the theory of redundancy of variable rate Slepian-Wolf codes using the first viewpoint. In this work, we obtain similar results from the second viewpoint; this direction has unique technical challenges but also reinforces the fundamental role of our previously introduced notion of intrinsic entropy. In one of our key technical contributions, we use an averaging argument resembling Shannon´s random coding idea that we expect will be useful in studying other problems of source coding with side information.
Keywords
channel coding; entropy codes; random codes; source coding; variable rate codes; Slepian-Wolf coding; channel coding problem; information sequence; intrinsic entropy; random coding idea; source coding problem; source sequences; variable rate Slepian-Wolf codes; Channel coding; Decoding; Entropy; Error probability; Feedback; Helium; Mutual information; Redundancy; Source coding; Terminology;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 2007. ISIT 2007. IEEE International Symposium on
Conference_Location
Nice
Print_ISBN
978-1-4244-1397-3
Type
conf
DOI
10.1109/ISIT.2007.4557406
Filename
4557406
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