• DocumentCode
    1297043
  • Title

    Adaptive blind equalization for MIMO systems uadaptive blind equalization for MIMO systems under α-stable noise environmentnder α-stable noise environment

  • Author

    Sen, Li ; Tianshuang, Qiu ; Daifeng, Zha

  • Volume
    13
  • Issue
    8
  • fYear
    2009
  • fDate
    8/1/2009 12:00:00 AM
  • Firstpage
    609
  • Lastpage
    611
  • Abstract
    The presence of non-Gaussian impulsive noise in wireless system can degrade the performance of existing equalizers and signal detectors. In this paper, the problem of blind source separation and equalization for MIMO systems in heavy-tailed impulsive noise is studied. A generalized multiuser constant modulus cost function by employing the fractional lower-order statistic of the equalizer input signal is proposed. The associated adaptive blind equalization algorithm based on a stochastic gradient descent method is defined as fractional lower-order multi-user constant modulus algorithm (FLOS MU CMA). Computer simulations are presented to illustrate the performance of the new algorithm.
  • Keywords
    MIMO communication; adaptive equalisers; blind equalisers; blind source separation; MIMO systems; adaptive blind equalization; blind source separation; computer simulations; fractional lower-order multi-user constant modulus algorithm; multiuser constant modulus cost function; non-Gaussian impulsive noise; signal detectors; stochastic gradient descent method; wireless system; 1f noise; Adaptive equalizers; Blind equalizers; Blind source separation; Cost function; Degradation; Detectors; MIMO; Signal detection; Working environment noise; ¿-stable distribution; constant modulus algorithm; fractional lower-order statistics; MIMO equalization.;
  • fLanguage
    English
  • Journal_Title
    Communications Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1089-7798
  • Type

    jour

  • DOI
    10.1109/LCOMM.2009.081982
  • Filename
    5200901