DocumentCode :
2940924
Title :
Source Description Cost
Author :
Kakavand, Hossein ; El Gamal, Abbas
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA
fYear :
2006
fDate :
9-14 July 2006
Firstpage :
272
Lastpage :
276
Abstract :
The paper considers the source description problem with average distortion and per-symbol reproduction cost constraints. The source description cost-distortion function is then defined as the minimum of a weighted sum of the rate and the expected per-symbol reproduction cost subject to average distortion constraint. This function is evaluated for (i) binary source, Hamming loss and reproduction cost of 0 for a 0 and 1 for 1, (ii) Gaussian source, squared error distortion, and average power constraint on reproduction, and (iii) Gaussian Wyner-Ziv source coding with side information setting and average power constraint on reproduction. The results are compared to the description cost in the classical case
Keywords :
Gaussian processes; Hamming codes; binary codes; source coding; Gaussian Wyner-Ziv source coding; Gaussian source; Hamming loss; binary source; per-symbol reproduction cost constraints; source description cost; squared error distortion; Analog-digital conversion; Collaboration; Cost function; Decoding; Distortion measurement; Encoding; Image coding; Rate-distortion; Source coding; Video compression;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory, 2006 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
1-4244-0505-X
Electronic_ISBN :
1-4244-0504-1
Type :
conf
DOI :
10.1109/ISIT.2006.261848
Filename :
4035965
Link To Document :
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