• DocumentCode
    1711003
  • Title

    Modified Constant Modulus Algorithm for joint blind equalization and synchronization

  • Author

    Nasir, Ali A. ; Durrani, Salman ; Kennedy, Rodney A.

  • Author_Institution
    Sch. of Eng., Australian Nat. Univ., Canberra, ACT, Australia
  • fYear
    2010
  • Firstpage
    59
  • Lastpage
    64
  • Abstract
    The development of low-complexity blind techniques for equalization, timing and carrier offset recovery is of enormous importance in the design of high data rate wireless systems. In this paper, we propose a practical solution for blind equalization, timing recovery and small carrier offset correction in slowly-fading frequency selective wireless communication channels. We extend the Modi ed Constant Modulus Algorithm (MCMA) to handle the timing offset parameter. We propose a single objective function to achieve equalization, timing and carrier recovery without the need of any training sequences. Our algorithm achieves 5-10 times faster convergence, compared to previous research, for the Mean Square Error (MSE) at the equalizer output due to the nely tuned step sizes and updating the equalizer taps and timing offset jointly to minimize the mean dispersion and inter symbol interference. Our results show that the proposed technique can successfully handle synchronization and combat the frequency selectivity of the wireless channel.
  • Keywords
    blind equalisers; fading channels; mean square error methods; synchronisation; MCMA; MSE; Mean Square Error; blind equalization; carrier offset correction; inter symbol interference; mean dispersion; modified constant modulus algorithm; slowly-fading frequency selective wireless communication channels; synchronization; timing recovery; wireless channel; wireless systems; Adaptive equalizers; Blind equalizers; Convergence; Cost function; Frequency; Phase locked loops; Statistical analysis; Stochastic processes; Timing; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications Theory Workshop (AusCTW), 2010 Australian
  • Conference_Location
    Canberra, ACT
  • Print_ISBN
    978-1-4244-5432-7
  • Type

    conf

  • DOI
    10.1109/AUSCTW.2010.5426762
  • Filename
    5426762