• DocumentCode
    1350477
  • Title

    MPEG-4 image transmission using MAP source-controlled channel decoding

  • Author

    Van Dyck, Robert E.

  • Author_Institution
    Dept. of Electr. Eng., Pennsylvania State Univ., University Park, PA, USA
  • Volume
    18
  • Issue
    6
  • fYear
    2000
  • fDate
    6/1/2000 12:00:00 AM
  • Firstpage
    1087
  • Lastpage
    1098
  • Abstract
    In this paper, we develop an error resilient variant of the MPEG-4 embedded zerotree wavelet coder, suitable for mobile fading channels. The residual redundancy in the compressed bit stream provides implicit error protection through the use of source-controlled channel decoding; no explicit channel coding is used. We propose two slight modifications to the MPEG-4 coder. The first removes the arithmetic coding in the lowest frequency subband so that hidden Markov model-based MAP estimation of both the source index and the channel state can be easily applied. The change in bit rate is negligible, while performance during severe channel fading conditions can be greatly increased. The second modification adds variable length packetization to the compressed bit stream created from the higher frequency subbands. The individual packets are independently decodable. An optional rearrangement of the bits in each packet allows MAP estimation to be applied to these subbands as well. Simulation results show a significant performance improvement for the overall system.
  • Keywords
    decoding; fading channels; hidden Markov models; maximum likelihood estimation; mobile radio; packet radio networks; telecommunication control; transform coding; video coding; visual communication; wavelet transforms; MAP estimation; MAP source-controlled channel decoding; MPEG-4 embedded zerotree wavelet coder; MPEG-4 image transmission; arithmetic coding; channel state; compressed bit stream; error protection; hidden Markov model-based MAP estimation; mobile fading channels; performance; residual redundancy; severe channel fading condition; source index; source-controlled channel decoding; variable length packetization; Decoding; Fading; Frequency estimation; Hidden Markov models; Image coding; Image communication; MPEG 4 Standard; Protection; Redundancy; Streaming media;
  • fLanguage
    English
  • Journal_Title
    Selected Areas in Communications, IEEE Journal on
  • Publisher
    ieee
  • ISSN
    0733-8716
  • Type

    jour

  • DOI
    10.1109/49.848258
  • Filename
    848258