• DocumentCode
    2323637
  • Title

    Improved message passing algorithm for phase noise channels using optimal approximation of Tikhonov mixtures

  • Author

    Shayovitz, Shachar ; Raphaeli, Dan

  • Author_Institution
    Dept. of Electr. Eng., Tel Aviv Univ., Tel Aviv, Israel
  • fYear
    2012
  • fDate
    2-4 May 2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper we propose an improved message passing algorithm for the phase noise channel. We assume LDPC or Turbo coding and utilize their soft decisions to perform joint detection and estimation of the phase noise. We use the directional statistics framework to approximate the messages of the Sum & Product Algorithm to a Tikhonov distribution. Finally, we show simulation results of the proposed algorithm and show its superiority over some of the current state of the art algorithms.
  • Keywords
    channel coding; decoding; message passing; parity check codes; phase noise; turbo codes; wireless channels; LDPC; Tikhonov distribution; Tikhonov mixtures; directional statistics; joint detection; low density parity check codes; message passing algorithm; optimal approximation; phase noise channels; soft decisions; sum & product algorithm; turbo coding; Approximation algorithms; Approximation methods; Estimation; Iterative decoding; Joints; Phase noise; Tikhonov; directional statistics; factor graph; moment matching; phase noise; phase slip;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications Control and Signal Processing (ISCCSP), 2012 5th International Symposium on
  • Conference_Location
    Rome
  • Print_ISBN
    978-1-4673-0274-6
  • Type

    conf

  • DOI
    10.1109/ISCCSP.2012.6217783
  • Filename
    6217783