• DocumentCode
    1929052
  • Title

    Rate Distortion Analysis for Quantization of Distributed Source Coding

  • Author

    Wang, Si-ping ; Liu, Zhi-wen ; Xu, You-gen

  • Author_Institution
    Dept. of Electron. Eng., Beijing Inst. of Technol.
  • Volume
    1
  • fYear
    2006
  • fDate
    16-20 2006
  • Abstract
    In this paper, we analyze the rate-distortion (R-D) performance of distributed source coding (DSC) quantization. In W-Z problem, quantization must consider source, channel, side information. In variable cases, source and output of quantization and side information forming different Markov chain, we propose rate distortion functions for clean and noisy sources using these chains. Based on these functions, we analyze some system parameters related to R-D performance for Gaussian source. The results show that side information have obviously effect
  • Keywords
    Gaussian processes; Markov processes; quantisation (signal); source coding; Gaussian source; Markov chain; distributed source coding; noisy sources; quantization; rate distortion analysis; Decoding; Information analysis; Noise figure; Performance analysis; Quantization; Random variables; Rate distortion theory; Rate-distortion; Source coding; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2006 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9736-3
  • Electronic_ISBN
    0-7803-9736-3
  • Type

    conf

  • DOI
    10.1109/ICOSP.2006.344458
  • Filename
    4128794