• DocumentCode
    257931
  • Title

    Uncoded transmission of correlated Gaussian sources over broadcast channels with feedback

  • Author

    Murin, Yonathan ; Kaspi, Yonatan ; Dabora, Ron ; Gunduz, Deniz

  • Author_Institution
    Ben-Gurion Univ., Beer-Sheva, Israel
  • fYear
    2014
  • fDate
    3-5 Dec. 2014
  • Firstpage
    895
  • Lastpage
    899
  • Abstract
    Motivated by the practical requirement for delay and complexity constrained broadcasting, we study uncoded transmission of a pair of correlated Gaussian sources over a two-user Gaussian broadcast channel with unit-delay noiseless feedback links (GBCF). Differently from previous works, in the present work we focus on the finite horizon regime. We present two joint source-channel coding schemes, one is based on the Ozarow-Leung (OL) coding scheme for the GBCF and the other is based on the linear quadratic Gaussian (LQG) code by Ardestanizadeh et al. Our LQG-oriented code uses an improved decoder which outperforms the original decoder of Ardestanizadeh et al. in the finite horizon regime. We further derive lower and upper bounds on the minimal number of channel uses needed to achieve a specified pair of distortion levels for each scheme, and using these bounds, we explicitly characterize a range of transmit powers in which the OL code outperforms the LQG-oriented code.
  • Keywords
    Gaussian channels; broadcast channels; combined source-channel coding; feedback; GBCF; Gaussian broadcast channel with unit delay noiseless feedback; LQG-oriented code; OL coding scheme; Ozarow-Leung coding scheme; complexity constrained broadcasting; correlated Gaussian sources; delay constrained broadcasting; distortion level; finite horizon regime; improved decoder; joint source-channel coding scheme; linear quadratic Gaussian; lower bounds; uncoded transmission; upper bounds; Decoding; Encoding; Estimation error; Noise; Receivers; Silicon; Upper bound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Information Processing (GlobalSIP), 2014 IEEE Global Conference on
  • Conference_Location
    Atlanta, GA
  • Type

    conf

  • DOI
    10.1109/GlobalSIP.2014.7032249
  • Filename
    7032249