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Rate-distortion with mixed types of side information

Fleming, Michael and Effros, Michelle (2003) Rate-distortion with mixed types of side information. In: IEEE International Symposium on Information Theory, 2003, Yokohama, Japan, June 29-July 4, 2003. IEEE , Piscataway, NJ, p. 144. ISBN 0-7803-7728-1 http://resolver.caltech.edu/CaltechAUTHORS:FLEisit03

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Abstract

We present the rate-distortion function and bound the rate loss for a system with some side information (s.i.) known at both the encoder and decoder, and some known only at the decoder. We extend the corresponding Wyner-Ziv rate-distortion results to give a lower bound for jointly Gaussian sources and upper and lower bounds for binary symmetric sources. Applying the construction from our binary upper bound to the Heegard and Berger (HB) problem of decoding when s.i. may be present improves the best upper bound for that problem. Applying it to the two-receiver system with different s.i. at each decoder provides a new upper bound.


Item Type:Book Section
Additional Information:© Copyright 200 IEEE. Reprinted with permission. This work was supported by NSF Award No. CCR-0220039, the F.W.W. Rhodes Memorial Scholarship, a Redshaw Award, and a grant from Lee Centcr for Advanced Nctworking at Caltech.
Subject Keywords:Gaussian processes; decoding; rate distortion theory; source coding; source code design; source coding theory; network information theory
Record Number:CaltechAUTHORS:FLEisit03
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:FLEisit03
Alternative URL:http://dx.doi.org/10.1109/ISIT.2003.1228158
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:4003
Collection:CaltechAUTHORS
Deposited By: Archive Administrator
Deposited On:24 Jul 2006
Last Modified:26 Dec 2012 08:57

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