DocumentCode :
2515764
Title :
Rate distortion function with a proportional mean-square error distortion measure
Author :
Binia, Jacob
Author_Institution :
New Elective-Eng. Services Ltd., Haifa
fYear :
2008
fDate :
6-11 July 2008
Firstpage :
862
Lastpage :
866
Abstract :
New bounds on the rate distortion function of certain stationary time-discrete and time-continuous sources, with a proportional-weighted mean-square error (MSE) distortion measure, are given. The growth, g, of the rate distortion function, as a result of changing from a non-weighted MSE distortion measure to a proportional-weighted distortion criterion is analyzed. It is shown in the time-discrete case that for a small distortion d, the growth g, and the difference between the rate distortion functions of a Gaussian, memoryless source and a source with memory, both with the same marginal statistics and MSE distortion measure, share the same upper bound.
Keywords :
Gaussian processes; mean square error methods; rate distortion theory; statistical analysis; Gaussian source; marginal statistics; memoryless source; nonweighted MSE distortion; proportional mean-square error distortion measure; proportional-weighted mean-square error distortion measure; rate distortion function; stationary time-discrete sources; time-continuous sources; Density measurement; Distortion measurement; Frequency; Gaussian processes; Jacobian matrices; Power measurement; Rate-distortion; Statistics; Upper bound; Weight measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory, 2008. ISIT 2008. IEEE International Symposium on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-2256-2
Electronic_ISBN :
978-1-4244-2257-9
Type :
conf
DOI :
10.1109/ISIT.2008.4595109
Filename :
4595109
Link To Document :
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