• DocumentCode
    420581
  • Title

    Blind separation of cyclostationary signals from instantaneous mixtures

  • Author

    Yong Xiang ; Yu, Wensheng ; Zheng, Hong ; Nahavandi, Saeid

  • Author_Institution
    Sch. of Eng. & Technol., Deakin Univ., Geelong, Vic., Australia
  • Volume
    1
  • fYear
    2004
  • fDate
    15-19 June 2004
  • Firstpage
    309
  • Abstract
    This paper presents a new approach for blind separation of unknown cyclostationary signals from instantaneous mixtures. The proposed method can perfectly separate the mixed source signals so long as they have either different cyclic frequencies or clock phases. This is a weaker condition than those required by the algorithms. The separation criterion is to diagonalize a polynomial matrix whose coefficient matrices consist of the correlation and cyclic correlation matrices, at time delay τ=0, of multiple measurements.
  • Keywords
    blind source separation; correlation methods; polynomial matrices; blind source separation; coefficient matrices; cyclic correlation matrices; cyclostationary signals; instantaneous mixtures; polynomial matrix diagonalization; signal separation; time delay; Automation; Blind source separation; Clocks; Delay effects; Frequency; Paper technology; Polynomials; Sensor arrays; Source separation; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
  • Print_ISBN
    0-7803-8273-0
  • Type

    conf

  • DOI
    10.1109/WCICA.2004.1340581
  • Filename
    1340581