DocumentCode
1283063
Title
Rate Distortion With Side-Information at Many Decoders
Author
Timo, Roy ; Chan, Terence ; Grant, Alex
Author_Institution
Inst. for Telecommun. Res., Univ. of South Australia, Mawson Lakes, SA, Australia
Volume
57
Issue
8
fYear
2011
Firstpage
5240
Lastpage
5257
Abstract
We present an achievable rate region for the multistage successive-refinement problem with side-information. We also present an upper bound for the rate-distortion function for lossy source coding with side-information at many decoders. Characterising this rate-distortion function is a long-standing open problem, and it is widely believed that the tightest upper bound is provided by Theorem 2 of Heegard and Berger´s paper “Rate distortion when side information may be absent” (IEEE Trans. Inf. Theory, 1985). We give a counterexample to Heegard and Berger´s result.
Keywords
decoding; source coding; decoders; long-standing open problem; lossy source coding; multistage successive-refinement problem; rate distortion function; side information; Decoding; Distortion measurement; Markov processes; Random variables; Rate-distortion; Source coding; Upper bound; Rate distortion theory; side information; successive refinement of information;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2011.2158472
Filename
5961849
Link To Document