• DocumentCode
    1429576
  • Title

    Gaussian Multiple Description Coding with Low-Density Generator Matrix Codes

  • Author

    Chen, Jun ; Zhang, Ying ; Dumitrescu, Sorina

  • Author_Institution
    Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, ON, Canada
  • Volume
    60
  • Issue
    3
  • fYear
    2012
  • fDate
    3/1/2012 12:00:00 AM
  • Firstpage
    676
  • Lastpage
    687
  • Abstract
    It is shown that the coding problem for an arbitrary point on the dominant face of an L-description El Gamal-Cover (EGC) region can be converted to that for a vertex of a K-description EGC region for some K≤ 2L-1, where the latter problem can be solved via successive coding. A practical scheme is proposed for the quadratic Gaussian case by reducing each step in successive coding to a Gaussian quantization operation and implementing such an operation using low-density generator matrix codes. The effectiveness of this scheme is verified through extensive simulation experiments.
  • Keywords
    Gaussian processes; codes; matrix algebra; Gaussian multiple description coding; Gaussian quantization operation; L-description El Gamal-Cover region; arbitrary point; low-density generator matrix codes; successive coding; Covariance matrix; Encoding; Face; Generators; Markov processes; Quantization; Random variables; Lossy source coding; low-density generator matrix; message-passing algorithm; multiple description coding; quantization splitting;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2012.12.100562
  • Filename
    6138252