• 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