Title :
Gaussian multiple descriptions with common and constrained reconstruction constraints
Author :
Tandon, Ravi ; Ahmadi, Behzad ; Simeone, Osvaldo ; Poor, H. Vincent
Author_Institution :
Dept. of Electr. Eng., Princeton Univ., Princeton, NJ, USA
Abstract :
The problem of multiple descriptions for a Gaussian source is considered, in which all the decoders have access to correlated Gaussian side-information. Two variations of this problem are studied. First, the rate-distortion tradeoff is characterized under the assumption of a common reconstruction constraint, in which the estimate produced at each of the decoders is also exactly recoverable at the encoder. Secondly, a generalization of this setup is studied in which possibly different distortions are tolerable between the estimates at the encoder and the respective estimates at each of the decoders.
Keywords :
Gaussian processes; decoding; encoding; rate distortion theory; Gaussian multiple descriptions; Gaussian source; constrained reconstruction constraints; correlated Gaussian side-information; decoders; encoder; rate-distortion tradeoff; Decoding; Random variables; Rate-distortion; Silicon; Source coding;
Conference_Titel :
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
978-1-4673-2580-6
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2012.6283486