DocumentCode
3420817
Title
High-rate analysis of source coding for symmetric error channels
Author
Murthy, Chandra R. ; Rao, Bhaskar D.
Author_Institution
Dept. of Electr. & Comput. Eng., California Univ., San Diego, La Jolla, CA, USA
fYear
2006
fDate
28-30 March 2006
Firstpage
163
Lastpage
172
Abstract
In this paper, new results are derived for the high-rate performance of source coding for symmetric error channels (i.e., a channel where all index errors are equally likely) for a large class of distortion measures. Expressions are derived for the expected distortion including the effect of channel errors as the number of quantization levels N gets large. It is shown that the distortion can asymptotically be approximated as the sum of the source quantization distortion and the channel error induced distortion. In addition, the expressions obtained can be used to glean key insights on the relative amounts of source and channel coding necessary to attain a balanced system, i.e., one where neither the distortion caused by the source quantization nor the distortion caused by channel errors dominate the performance. Optimization of the codebook for minimizing the expected distortion is also considered, and theoretical expressions are derived for the optimal point density.
Keywords
channel coding; distortion; source coding; vector quantisation; channel coding; channel error induced distortion; codebook; expected distortion; optimal point density; quantization levels; source coding; source quantization distortion; symmetric error channels; Channel coding; Communication systems; Computer errors; Data compression; Distortion measurement; Electric variables measurement; Redundancy; Source coding; Speech; Vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Compression Conference, 2006. DCC 2006. Proceedings
ISSN
1068-0314
Print_ISBN
0-7695-2545-8
Type
conf
DOI
10.1109/DCC.2006.38
Filename
1607251
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