Title :
The rate-distortion function for product of two sources with side-information at decoders
Author_Institution :
Dept. of Inf. Sci. & Intell. Syst., Univ. of Tokushima, Tokushima, Japan
fDate :
July 31 2011-Aug. 5 2011
Abstract :
This paper investigates a lossy source coding problem in which two decoders can access their side-information respectively. The correlated sources are a product of two component correlated sources, and we exclusively investigate the case such that each component is degraded. We show the rate-distortion function for that case, and give the following observations. When the components are degraded in matched order, the rate distortion function of the product sources is equal to the sum of the component-wise rate distortion functions. On the otherhand, the former is strictly smaller than the latter when the component sources are degraded in mismatched order.
Keywords :
correlation theory; rate distortion theory; source coding; correlated sources; decoders; lossy source coding; mismatched order; product sources; rate distortion function; Decoding; Random variables; Rate-distortion; Source coding; Tin; Upper bound;
Conference_Titel :
Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4577-0596-0
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2011.6034076