• DocumentCode
    788943
  • Title

    Natural gradient algorithm for cyclostationary sources

  • Author

    Jafari, M.G. ; Chambers, J.A. ; Mandic, D.P.

  • Author_Institution
    Centre for Digital Signal Process. Res., King´´s Coll., London, UK
  • Volume
    38
  • Issue
    14
  • fYear
    2002
  • fDate
    7/4/2002 12:00:00 AM
  • Firstpage
    758
  • Lastpage
    759
  • Abstract
    A new approach to blind source separation of cyclostationary sources is introduced which incorporates a cyclic pre-whitening operation within the learning rule, and thereby provides a new member of the family of natural gradient algorithms. The technique improves the convergence properties of the natural gradient algorithm for complex valued, cyclostationary signals. Simulations show the improved convergence speed of the approach
  • Keywords
    convergence of numerical methods; gradient methods; signal processing; signal sources; blind source separation; convergence properties; cyclic pre-whitening operation; cyclostationary signal; learning rule; natural gradient algorithm;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20020503
  • Filename
    1019896
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=788943