• DocumentCode
    1780244
  • Title

    On scalable coding in the presence of decoder side information

  • Author

    Akyol, Emrah ; Mitra, U. ; Tuncel, Ertem ; Rose, Kenneth

  • Author_Institution
    Dept. of Electr. Eng., USC, Los Angeles, CA, USA
  • fYear
    2014
  • fDate
    June 29 2014-July 4 2014
  • Firstpage
    2052
  • Lastpage
    2056
  • Abstract
    The problem of scalable coding while exploiting the decoder side information is considered. Prior work considered the two important cases concerning the degraded side information where source X and the side information variables (Y1, Y2) form a Markov chain in the order of either X - Y1 - Y2 or X - Y2 - Y1. While the encoding schemes for these settings differ considerably, they are both based on the combination of conditional codebook encoding, a standard tool in scalable coding, and random binning, conventionally used in decoder side information problems. In this paper, an encoding scheme is proposed solely on the basis of random binning, which essentially performs scalable and Wyner-Ziv coding simultaneously. Proposed scheme achieves the rate-distortion regions of prior results. A practical advantage of the unifying scheme is the fact that random binning can be realized via practical tools such as nested lattice codes and channel codes. Finally, motivated by the proposed encoding scheme, a network interpretation of scalable coding is considered. An achievable region is derived for this problem setting and the potential benefits of networked scalable coding are shown.
  • Keywords
    Markov processes; codes; Markov chain; Wyner-Ziv coding; conditional codebook encoding; decoder side information problem; encoding schemes; networked scalable coding; random binning; rate-distortion regions; Decoding; Encoding; Indexes; Joints; Markov processes; Rate-distortion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory (ISIT), 2014 IEEE International Symposium on
  • Conference_Location
    Honolulu, HI
  • Type

    conf

  • DOI
    10.1109/ISIT.2014.6875194
  • Filename
    6875194