• DocumentCode
    1379655
  • Title

    Robust joint source-channel coding for image transmission over wireless channels

  • Author

    Cai, Jianfei ; Chen, Chang Wen

  • Author_Institution
    Dept. of Electr. Eng., Missouri Univ., Columbia, MO, USA
  • Volume
    10
  • Issue
    6
  • fYear
    2000
  • fDate
    9/1/2000 12:00:00 AM
  • Firstpage
    962
  • Lastpage
    966
  • Abstract
    We present a fixed-length robust joint source-channel coding (RJSCC) scheme for transmitting images over wireless channels. The system integrates a joint source-channel coding (JSCC) scheme with all-pass filtering source shaping to enable robust image transmission. In particular, we are able to incorporate both transition probability and bit error rate of a bursty channel model into an end-to-end rate-distortion (R-D) function to achieve an optimum tradeoff between source coding accuracy and channel error protection under a fixed transmission rate. Experimental results show that the proposed scheme can achieve not only high peak signal-to-noise ratio performance, but also excellent perceptual quality, especially when the channel mismatch occurs
  • Keywords
    AWGN channels; all-pass filters; combined source-channel coding; discrete wavelet transforms; error statistics; filtering theory; image coding; rate distortion theory; transform coding; visual communication; AWGN channels; Gilbert-Elliott channels; all-pass filtering source shaping; bit error rate; bursty channel model; channel error protection; channel mismatch; discrete wavelet transform; experimental results; fixed transmission rate; high peak signal-to-noise ratio performance; memoryless channels; perceptual quality; rate-distortion function; robust image transmission; robust joint source-channel coding; source coding accuracy; transition probability; wireless channels; AWGN; Channel coding; Filtering; Gaussian distribution; Image coding; Image communication; Laplace equations; PSNR; Robustness; Shape;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/76.867934
  • Filename
    867934