• DocumentCode
    1138009
  • Title

    Improved sequential MAP estimation of CABAC encoded data with objective adjustment of the complexity/efficiency tradeoff

  • Author

    Ben Jamaa, S. ; Kieffer, Michel ; Duhamel, Pierre

  • Author_Institution
    LSS, Univ. Paris-Sud, Gif-sur-Yvette, France
  • Volume
    57
  • Issue
    7
  • fYear
    2009
  • fDate
    7/1/2009 12:00:00 AM
  • Firstpage
    2014
  • Lastpage
    2023
  • Abstract
    This paper presents an improved sequential MAP estimator to be used as a joint source-channel decoding technique for CABAC encoded data. The decoding process is compatible with realistic implementations of CABAC in standards like H.264, i.e, handling adaptive probabilities, context modeling and integer arithmetic coding. Soft-input decoding is obtained using an improved sequential decoding technique, which allows to obtain a tradeoff between complexity and efficiency. The algorithms are simulated in a context reminiscent of H264. Error detection is realized by exploiting on one side the properties of the binarization scheme and on the other side the redundancy left in the code string. As a result, the CABAC compression efficiency is preserved and no additional redundancy is introduced in the bit stream. Simulation results outline the efficiency of the proposed techniques for encoded data sent over AWGN and UMTS-OFDM channels.
  • Keywords
    adaptive codes; arithmetic codes; binary codes; combined source-channel coding; computational complexity; data compression; maximum likelihood estimation; sequential decoding; video coding; AWGN channels; CABAC compression efficiency; CABAC encoded data; H.264; UMTS-OFDM channels; complexity-efficiency tradeoff; context modeling; context-based adaptive binary arithmetic coding; error detection; handling adaptive probabilities; improved sequential MAP estimation; integer arithmetic coding; joint source-channel decoding technique; sequential decoding technique; soft-input decoding; AWGN; Additive white noise; Arithmetic; Context modeling; Error correction; Gaussian noise; Internet; Maintenance; Maximum likelihood decoding; Redundancy; Arithmetic coding, joint source-channel decoding, MAP estimation, sequential decoding;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2009.07.070566
  • Filename
    5165396