• DocumentCode
    2396342
  • Title

    Blind iterative channel estimation and detection for LDPC-coded cooperation under multi-user interference

  • Author

    Torrieri, Don ; Mukherjee, Amitav ; Kwon, Hyuck M.

  • Author_Institution
    US Army Res. Lab., Adelphi, MD
  • fYear
    2008
  • fDate
    16-19 Nov. 2008
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    This paper proposes an iterative algorithm for blind estimation of channel coefficients and interference-plus-noise power spectral density in a coded cooperative system using rate-compatible low-density parity-check codes. The expectation-maximization (EM)-based estimation algorithm is applied to an interference-limited network with multiple source-relay pairs. After the initial blind estimation, the soft decoder output is used to re-compute the channel coefficient and noise-PSD values. The cooperative system with blind EM estimation is found to have a decoding performance comparable to that obtained with time-multiplexed and superimposed pilot-assisted channel estimation (PACE) methods. At the same time, the proposed scheme is shown to have a higher throughput than the PACE methods considered for comparison.
  • Keywords
    channel coding; channel estimation; decoding; expectation-maximisation algorithm; iterative methods; multiuser detection; parity check codes; LDPC; blind iterative channel estimation; coded cooperative system; expectation-maximization estimation algorithm; low-density parity-check code; multiple source-relay pair; multiuser interference detection; noise power spectral density; soft decoder; Availability; Channel estimation; Cooperative systems; Interference; Iterative algorithms; Iterative decoding; Laboratories; MIMO; Protocols; Throughput;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Military Communications Conference, 2008. MILCOM 2008. IEEE
  • Conference_Location
    San Diego, CA
  • Print_ISBN
    978-1-4244-2676-8
  • Electronic_ISBN
    978-1-4244-2677-5
  • Type

    conf

  • DOI
    10.1109/MILCOM.2008.4753264
  • Filename
    4753264