DocumentCode :
1183475
Title :
Error restricted fast MAP decoding of VLC
Author :
Jia, Ming ; Wen, Jiangtao ; Ye, Shaozhi ; Li, Xing
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Volume :
9
Issue :
10
fYear :
2005
Firstpage :
909
Lastpage :
911
Abstract :
Joint source channel techniques based on Variable-Length Coding (VLC) have been widely used. One of the most famous VLC decoders is optimal Maximum A Posteriori (MAP) decoder based on directed graph search and soft-input theory. Due to the high complexity of directed graph search, many reduced complexity methods have been proposed. In this paper, we propose two error restricted algorithms for fast MAP decoding of VLC and compare them with three existing methods. Simulation results show that our methods outperform existing methods in terms of decoding complexity with nearly the same performance on Symbol Error Rate (SER) of optimal decoding. When used in a larger codeword set, the superiority in decoding complexity of our methods is more remarkable.
Keywords :
combined source-channel coding; directed graphs; error correction codes; error statistics; maximum likelihood decoding; maximum likelihood estimation; variable length codes; SER; SISO decoding; VLC; directed graph search; error restricted algorithm; fast optimal MAP decoding; joint source channel technique; maximum a posteriori decoding; soft-input theory; symbol error rate; variable-length coding; Additive white noise; Analytical models; Binary phase shift keying; Computational complexity; Decoding; Error analysis; Gaussian noise; Signal to noise ratio; Viterbi algorithm;
fLanguage :
English
Journal_Title :
Communications Letters, IEEE
Publisher :
ieee
ISSN :
1089-7798
Type :
jour
DOI :
10.1109/LCOMM.2005.10005
Filename :
1515666
Link To Document :
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