DocumentCode
2348841
Title
Minimax rate distortion for a class of sources
Author
Rezaei, Farzad ; Charalambous, Charalambos D. ; Stavrou, Photios A. ; Kourtellaris, Christos
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Cyprus, Nicosia, Cyprus
fYear
2010
fDate
3-5 March 2010
Firstpage
1
Lastpage
4
Abstract
This paper deals with rate distortion or source coding with fidelity criterion, in measure spaces, for a class of source distributions. The class of source distributions is described by a relative entropy constraint set between the true and a nominal distribution. The rate distortion problem for the class is thus formulated and solved using minimax strategies, which result in robust source coding with fidelity criterion.
Keywords
entropy; minimax techniques; rate distortion theory; source coding; statistical distributions; fidelity criterion; minimax rate distortion problem; nominal distribution; relative entropy constraint set; robust source coding; source distributions. class; Distortion measurement; Entropy; Extraterrestrial measurements; Kernel; Minimax techniques; Mutual information; Nonlinear distortion; Nonlinear equations; Rate-distortion; Source coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Control and Signal Processing (ISCCSP), 2010 4th International Symposium on
Conference_Location
Limassol
Print_ISBN
978-1-4244-6285-8
Type
conf
DOI
10.1109/ISCCSP.2010.5463428
Filename
5463428
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