• DocumentCode
    112939
  • Title

    Analog Multiple Description Joint Source-Channel Coding Based on Lattice Scaling

  • Author

    Alustiza, Iker ; Crespo, Pedro M. ; Beferull-Lozano, Baltasar

  • Author_Institution
    CEIT, Univ. of Navarra, San Sebastian, Spain
  • Volume
    63
  • Issue
    12
  • fYear
    2015
  • fDate
    15-Jun-15
  • Firstpage
    3046
  • Lastpage
    3061
  • Abstract
    Joint source-channel coding schemes based on analog mappings for point-to-point channels have recently gained attention for their simplicity and low delay. In this paper, these schemes are extended either to scenarios with or without side information at the decoders to transmit multiple descriptions of a Gaussian source over independent parallel channels. They are based on a lattice scaling approach together with bandwidth reduction analog mappings adapted for this multiple description scenario. The rationale behind lattice scaling is to improve performance through bandwidth expansion. Another important contribution of this paper is the proof of the separation theorem for the communication scenario of multiple description with side information at the decoders. This proof allows us to compare the performance of the proposed schemes with the theoretical limits when considering AWGN channels. Finally, when the channels are parallel slow-fading Rayleigh, the proposed schemes are optimal in terms of distortion exponent.
  • Keywords
    AWGN channels; Gaussian processes; Rayleigh channels; channel coding; AWGN channels; Gaussian source; analog mappings; bandwidth reduction; joint source-channel coding; lattice scaling; parallel channels; point-to-point channels; separation theorem; slow-fading Rayleigh; Bandwidth; Decoding; Delays; Encoding; Joints; Lattices; Silicon; Joint source-channel coding; MD Wyner–Ziv separation theorem; analog mappings; lattice scaling; multiple description;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2015.2416676
  • Filename
    7067370