• DocumentCode
    2241731
  • Title

    Joint Carrier Frequency Offset and fast time-varying channel estimation for MIMO-OFDM systems

  • Author

    Simon, Eric Pierre ; Hijazi, Hussein ; Ros, Laurent

  • Author_Institution
    IEMN/TELICE Lab., Univ. of Lille, Lille, France
  • fYear
    2010
  • fDate
    21-23 July 2010
  • Firstpage
    167
  • Lastpage
    172
  • Abstract
    In this paper, a novel pilot-aided iterative algorithm is developed for MIMO-OFDM systems operating in fast time-varying environment. An L-path channel model with known path delays is considered to jointly estimate the multi-path Rayleigh channel complex gains and Carrier Frequency Offset (CFO). Each complex gain time-variation within one OFDM symbol is approximated by a Basis Expansion Model (BEM) representation. An auto-regressive (AR) model is built for the parameters to be estimated. The algorithm performs recursive estimation using Extended Kalman Filtering. Hence, the channel matrix is easily computed and the data symbol is estimated with free inter-sub-carrier-interference (ICI) when the channel matrix is QR-decomposed. It is shown that only one iteration is sufficient to approach the performance of the ideal case for which the knowledge of the channel response and CFO is available.
  • Keywords
    Kalman filters; MIMO communication; Rayleigh channels; antenna arrays; autoregressive processes; channel estimation; intercarrier interference; iterative methods; multipath channels; time-varying channels; L-path channel model; MIMO-OFDM system; autoregressive model; basis expansion model representation; carrier frequency offset; channel matrix; extended Kalman filtering; fast time-varying channel estimation; inter-sub-carrier-interference; multipath Rayleigh channel complex gain; multiple-input-multiple-output antenna; orthogonal frequency division multiplexing; path delay; pilot-aided iterative algorithm; Channel estimation; Covariance matrix; Delay; Equations; Estimation; Mathematical model; OFDM;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Systems Networks and Digital Signal Processing (CSNDSP), 2010 7th International Symposium on
  • Conference_Location
    Newcastle upon Tyne
  • Print_ISBN
    978-1-4244-8858-2
  • Electronic_ISBN
    978-1-86135-369-6
  • Type

    conf

  • Filename
    5580437