• DocumentCode
    1943362
  • Title

    Referenced contrasts a new approach to the problem of blind source separation

  • Author

    Adib, Abdellah ; Moreau, Eric ; Aboutajdine, Driss

  • Author_Institution
    Inst. Sci., Rabat, Morocco
  • Volume
    2
  • fYear
    2003
  • fDate
    1-4 July 2003
  • Firstpage
    97
  • Abstract
    We present a general theory for the closed-form parametric estimation of the unitary mixing matrix after prewhitening in the blind separation of source signals. The proposed methodology is based on the maximization of referenced contrast. We present a general method to construct a referenced contrast functions for blind source separation. It is based on an integration of a reference system to the separating scheme. Simulations in a variety of separation scenarios assess and validate the method studied.
  • Keywords
    blind source separation; matrix algebra; optimisation; parameter estimation; blind source separation; closed-form parametric estimation; referenced contrast functions; unitary mixing matrix; Biomedical measurements; Biomedical signal processing; Blind source separation; Microwave integrated circuits; Reactive power; Signal processing algorithms; Source separation; Speech processing; Symmetric matrices; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
  • Print_ISBN
    0-7803-7946-2
  • Type

    conf

  • DOI
    10.1109/ISSPA.2003.1224824
  • Filename
    1224824