• DocumentCode
    839645
  • Title

    Combined source and channel coding with JPEG2000 and rate-compatible low-density Parity-check codes

  • Author

    Pan, Xiang ; Cuhadar, Aysegul ; Banihashemi, Amir H.

  • Author_Institution
    Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont., Canada
  • Volume
    54
  • Issue
    3
  • fYear
    2006
  • fDate
    3/1/2006 12:00:00 AM
  • Firstpage
    1160
  • Lastpage
    1164
  • Abstract
    Rate-compatible low-density parity-check (RC-LDPC) codes are used to provide unequal error protection for the robust and efficient transmission of JPEG2000 compressed images over noisy channels. The total bit budget is partitioned between the source and the channel coding by using a Viterbi algorithm (VA) applied to a search trellis, and appropriate channel code rates are assigned to the source blocks. The performance of the proposed scheme is evaluated on binary symmetric channels (BSCs). Experimental results indicate that the proposed scheme compares favorably with other combined source/channel coding schemes over a variety of channel conditions and transmission bit rates. In particular, the proposed scheme outperforms similar schemes based on turbo codes and irregular repeat-accumulate codes by up to about 1.1 and 1 dB in the expected peak signal-to-noise ratio (PSNR) of reconstructed images, respectively.
  • Keywords
    block codes; combined source-channel coding; image coding; image reconstruction; maximum likelihood estimation; parity check codes; trellis codes; turbo codes; JPEG2000; Viterbi algorithm; binary symmetric channels; channel coding; combined source coding; combined source-channel coding; image compression; image reconstruction; noisy channels; peak signal-to-noise ratio; rate-compatible low-density parity-check codes; search trellis; transmission bit rates; turbo codes; unequal error protection; Bit rate; Channel coding; Error correction codes; Image coding; PSNR; Parity check codes; Robustness; Transform coding; Turbo codes; Viterbi algorithm; Combined source/channel coding; JPEG2000; image coding; progressive-edge-growth (PEG) construction; rate allocation; rate-compatible low-density parity-check (RC-LDPC) codes; unequal error protection (UEP);
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2005.863032
  • Filename
    1597578