• DocumentCode
    2913483
  • Title

    On the Constant Modulus Criterion: A New Algorithm

  • Author

    Ikhlef, Aissa ; Abed-Meraim, Karim ; Le Guennec, Daniel

  • Author_Institution
    Ecole Polytech. de Louvain, Univ. Catholique de Louvain, Louvain-la-Neuve, Belgium
  • fYear
    2010
  • fDate
    23-27 May 2010
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper, we propose a new iterative algorithm for the minimization of the constant modulus (CM) criterion. It is composed of two stages: Prewhitening followed by complex Givens rotations, whence the name Givens CMA (GCMA). Initially, prewhitening reduces the channel matrix into a unitary matrix. Subsequently, this unitary matrix is computed via complex Givens rotations by minimizing the CM criterion. The proposed algorithm provides similar or even better performance than the Analytical CMA (ACMA) algorithm at reduced computational cost. Some simulation results are provided to illustrate the effectiveness of the proposed algorithm.
  • Keywords
    MIMO communication; blind source separation; iterative methods; matrix algebra; ACMA algorithm; GCMA algorithm; Givens CMA algorithm; MIMO systems; analytical CMA; blind signal separation; channel matrix; complex Givens rotation stage; constant modulus criterion minimization; iterative algorithm; prewhitening stage; unitary matrix; Additive noise; Algorithm design and analysis; Blind source separation; Communications Society; Iterative algorithms; Least squares methods; MIMO; Minimization methods; Performance analysis; Telecommunications;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2010 IEEE International Conference on
  • Conference_Location
    Cape Town
  • ISSN
    1550-3607
  • Print_ISBN
    978-1-4244-6402-9
  • Type

    conf

  • DOI
    10.1109/ICC.2010.5502676
  • Filename
    5502676