• DocumentCode
    423285
  • Title

    Chip-level LMMSE equalization for downlink MIMO CDMA in fast fading environments

  • Author

    De Baynast, Alexandre ; Radosavljevic, Predrag ; Cavallaro, Joseph R.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX, USA
  • Volume
    4
  • fYear
    2004
  • fDate
    29 Nov.-3 Dec. 2004
  • Firstpage
    2552
  • Abstract
    In this paper, we consider linear MMSE equalization for wireless downlink transmission with multiple transmit and receive antennas in fast fading environments. We propose a new algorithm based on the conjugate-gradient algorithm with enhanced channel estimation. In order to be robust to the channel variations, the channel coefficients are estimated by using a weighted sliding window. Two methods to determine optimal weights with respect to the Doppler frequency are proposed. The algorithm has been simulated in a fast fading environment (vehicular A with a velocity for the mobile station of 120 km/h). We show by simulations that good performance is obtained in a correlated fast fading environment with reasonable complexity. Moreover, this approach outperforms methods based on basic sliding window or forgetting factor and the LMS algorithm.
  • Keywords
    Doppler effect; MIMO systems; channel estimation; code division multiple access; conjugate gradient methods; equalisers; fading channels; least mean squares methods; mobile antennas; receiving antennas; transmitting antennas; 120 km/h; Doppler frequency; LMS algorithm; channel estimation; channel variation robustness; chip-level LMMSE equalization; complexity; conjugate-gradient algorithm; downlink MIMO CDMA; fast fading environments; forgetting factor; linear MMSE equalization; mobile station velocity; multiple receive antennas; multiple transmit antennas; optimal weights; simulations; vehicular A environment; weighted sliding window; wireless downlink transmission; Base stations; Channel estimation; Downlink; Equalizers; Fading; Frequency; MIMO; Multiaccess communication; Multipath channels; Receiving antennas;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
  • Print_ISBN
    0-7803-8794-5
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2004.1378466
  • Filename
    1378466