DocumentCode
640333
Title
Rate-distortion function for gamma sources under absolute-log distortion measure
Author
Watanabe, K. ; Ikeda, Shoji
Author_Institution
Grad. Sch. of Inf. Sci., Nara Inst. of Sci. & Technol., Nara, Japan
fYear
2013
fDate
7-12 July 2013
Firstpage
2557
Lastpage
2561
Abstract
We evaluate the rate-distortion function for the i.i.d. gamma sources with respect to the absolute-log distortion measure. The logarithmic transformation reduces this rate-distortion problem to that under the absolute distortion measure. Extending the explicit evaluation of the rate-distortion function for the Gaussian sources, we obtain the parametric form of the rate-distortion function. We show that the optimal distribution of reconstruction consists of a continuous component enclosed by left and right discrete components and the left discrete component vanishes when the allowed distortion is small.
Keywords
Gaussian processes; gamma distribution; optimisation; rate distortion theory; Gaussian sources; absolute-log distortion measure; continuous component; discrete components; gamma distribution; gamma sources; logarithmic transformation; optimal distribution; parametric form; rate-distortion function; rate-distortion problem; Distortion measurement; Electronic mail; Entropy; Mathematical model; Rate-distortion; Transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location
Istanbul
ISSN
2157-8095
Type
conf
DOI
10.1109/ISIT.2013.6620688
Filename
6620688
Link To Document