• DocumentCode
    2844609
  • Title

    A new signal separation technique using double referenced system

  • Author

    Jbari, Atman ; Adib, Abdellah ; Aboutajdine, Driss

  • Author_Institution
    Fac. des Sci., GSCM-LRIT, Rabat
  • fYear
    2008
  • fDate
    6-9 July 2008
  • Firstpage
    670
  • Lastpage
    673
  • Abstract
    This paper addresses the problem of blind source separation (BSS). To recover original signals, from linear instantaneous mixtures, we propose a new separation technique based on the use of a double referenced system. The reference signals will be incrusted in the cumulant to evaluate the statistical independence between sources. The non-orthogonal joint diagonalization of a set of referenced cumulant matrices gives an estimation of the separating matrix. The important advantage of our proposed technique is the high separation quality in noisy environment by an appropriate choice of reference signals. Computer simulations are presented to illustrate the effectiveness of the suggested approach.
  • Keywords
    blind source separation; higher order statistics; blind source separation; double referenced system; linear instantaneous mixtures; nonorthogonal joint diagonalization; referenced cumulant matrices; signal separation; statistical independence; Airports; Blind source separation; Computer simulation; Data models; Independent component analysis; MIMO; Principal component analysis; Source separation; Statistical analysis; Working environment noise; Blind source separation; Cumulant; Joint Diagonalization; Referenced System;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers and Communications, 2008. ISCC 2008. IEEE Symposium on
  • Conference_Location
    Marrakech
  • ISSN
    1530-1346
  • Print_ISBN
    978-1-4244-2702-4
  • Electronic_ISBN
    1530-1346
  • Type

    conf

  • DOI
    10.1109/ISCC.2008.4625742
  • Filename
    4625742