DocumentCode
1335672
Title
Iterative Channel Decoding of FEC-Based Multiple-Description Codes
Author
Chang, Seok-Ho ; Cosman, Pamela C. ; Milstein, Laurence B.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of California, San Diego, La Jolla, CA, USA
Volume
21
Issue
3
fYear
2012
fDate
3/1/2012 12:00:00 AM
Firstpage
1138
Lastpage
1152
Abstract
Multiple description coding has been receiving attention as a robust transmission framework for multimedia services. This paper studies the iterative decoding of FEC-based multiple description codes. The proposed decoding algorithms take advantage of the error detection capability of Reed-Solomon (RS) erasure codes. The information of correctly decoded RS codewords is exploited to enhance the error correction capability of the Viterbi algorithm at the next iteration of decoding. In the proposed algorithm, an intradescription interleaver is synergistically combined with the iterative decoder. The interleaver does not affect the performance of noniterative decoding but greatly enhances the performance when the system is iteratively decoded. We also address the optimal allocation of RS parity symbols for unequal error protection. For the optimal allocation in iterative decoding, we derive mathematical equations from which the probability distributions of description erasures can be generated in a simple way. The performance of the algorithm is evaluated over an orthogonal frequency-division multiplexing system. The results show that the performance of the multiple description codes is significantly enhanced.
Keywords
Reed-Solomon codes; channel coding; error detection codes; iterative decoding; multimedia communication; probability; FEC-based multiple-description codes; RS codewords; Reed-Solomon erasure codes; error detection capability; iterative channel decoding; multimedia services; noniterative decoding; orthogonal frequency-division multiplexing system; probability distributions; robust transmission framework; Convolutional codes; Decoding; Encoding; Error correction codes; Iterative decoding; MIMO; OFDM; Cross-layer design; iterative decoding; multimedia communications; multiple description coding; orthogonal frequency-division multiplexing (OFDM); progressive transmission; wireless video;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2011.2169973
Filename
6030931
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