• DocumentCode
    2685251
  • Title

    Blind separation of cyclostationary sources using non-orthogonal approximate joint diagonalization

  • Author

    CheViet, N. ; El Badaoui, M. ; Belouchrani, Adel ; Guillet, François

  • Author_Institution
    Lab. d´´Analyse des Signaux & des Processus Industriels, Roanne
  • fYear
    2008
  • fDate
    21-23 July 2008
  • Firstpage
    492
  • Lastpage
    495
  • Abstract
    This paper presents a new technique for the blind separation of cyclostationary signals by exploiting the cyclostationary nonstochastic temporal-probability models (fraction on time FOT) for signals (time-series) with periodic structure. The proposed approach is based on the joint diagonalization nonorthogonal of a set of matrices which have the same structure, then it can be simultaneously separating all sources without any restrictions and distributions to the number of cyclic frequencies of each sources. Simulation results are provided to illustrate the effectiveness of the proposed approach.
  • Keywords
    blind source separation; periodic structures; time series; blind source separation; cyclic frequencies; cyclostationary nonstochastic temporal-probability models; cyclostationary signals; cyclostationary sources; nonorthogonal approximate joint diagonalization; periodic structure; time-series; Additive noise; Blind source separation; Frequency diversity; Frequency estimation; Periodic structures; Signal analysis; Signal processing; Source separation; Stochastic processes; Time series analysis; Blind source separation (BSS); Cyclostationary source (CS); Fraction on Time; time-series;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensor Array and Multichannel Signal Processing Workshop, 2008. SAM 2008. 5th IEEE
  • Conference_Location
    Darmstadt
  • Print_ISBN
    978-1-4244-2240-1
  • Electronic_ISBN
    978-1-4244-2241-8
  • Type

    conf

  • DOI
    10.1109/SAM.2008.4606919
  • Filename
    4606919