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