DocumentCode
2516736
Title
Joint source-channel coding with inner irregular codes
Author
Thobaben, Ragnar ; Schmalen, Laurent ; Vary, Peter
Author_Institution
Sch. of Electr. Eng., R. Inst. of Technol., Stockholm
fYear
2008
fDate
6-11 July 2008
Firstpage
1153
Lastpage
1157
Abstract
We address the optimization of joint source-channel coding schemes for iterative source-channel decoding of first- order Markov sources. Compared to the traditional design, we propose two novelties: (1) source encoders, providing code words with a minimum Hamming distance dminges2, realized by linear block codes, and (2) irregular channel encoders which are optimized for both the source characteristics and the conditions on the channel. Inner code rates RC > 1 may be chosen in order to compensate for the additional source redundancy if required. Design examples for the AWGN channel and an overall code rate R=0.66 show that the proposed system is able to establish reliable communication within 0.3 dB of the capacity limit for an interleaver length of approximatively 200000 bits.
Keywords
AWGN channels; Hamming codes; Markov processes; block codes; channel capacity; combined source-channel coding; iterative decoding; linear codes; optimisation; redundancy; AWGN channel; additional source redundancy; channel encoder; communication channel capacity; first-order Markov source; inner irregular code; iterative decoding; joint source-channel coding optimization; linear block code; minimum Hamming distance; Block codes; Data processing; Design optimization; Entropy coding; Hamming distance; Image coding; Iterative decoding; Redundancy; Robustness; Source coding;
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.2008.4595168
Filename
4595168
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