• DocumentCode
    3454596
  • Title

    The computation model of code error distortion based on the rate-distortion theory

  • Author

    Jian, Zhang ; Sheng-sheng, Yu ; Xin-wei, Zheng

  • Author_Institution
    Huazhong Univ. of Sci. & Technol., China
  • fYear
    2005
  • fDate
    16-18 Dec. 2005
  • Abstract
    This paper starts from the end to end error distortion, constructs the statistical model of the information sources encoding distortion, channel error distortion, intra frame encoding macro block error diffusion, and the inter frame encoding macro block error diffusion, and brings forwards a rate distortion robust encoding control algorithm model under a low computation quantity. This method not only can acquire the optimal control point in the rate-distortion curve from the global perspective under the code error environment, but also can self adaptive adjust the bit allocation and the quantization parameter under given network bandwidth. Furthermore, it can also implement intra frame macro block refresh at the same time and play important role in counteracting the channel code error to minimize the total distortion under certain bit-rated according to current network package loss probability, by which to establish the rate distortion model of associated signal source channel and apply the rate-distortion optimized solution method to optimal allocate the bit-rate between the signal source coding and the channel coding. This method can provide valuable reference for the video robust coding transmission and resource allocation under the wireless environment.
  • Keywords
    channel coding; error statistics; statistical analysis; bit allocation; channel code error; channel coding; channel error distortion; code error distortion; information source encoding distortion; interframe encoding macro block error diffusion; intraframe encoding macroblock error diffusion; network package loss probability; optimal control point; quantization parameter; rate distortion model; rate distortion robust encoding control algorithm model; rate-distortion curve; rate-distortion optimized solution; rate-distortion theory; resource allocation; self adaptive adjustment; signal source channel; signal source coding; statistical model; total distortion; video robust coding transmission; Adaptive control; Bit rate; Computational modeling; Error correction; Error correction codes; Optimal control; Programmable control; Quantization; Rate-distortion; Robust control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Embedded Software and Systems, 2005. Second International Conference on
  • Print_ISBN
    0-7695-2512-1
  • Type

    conf

  • DOI
    10.1109/ICESS.2005.91
  • Filename
    1609935