This paper introduces a method of blind separation which extracts impulsive sources from their instantaneous mixtures. The "heavy-tailed", or "impulsive" signals are characterized by the nonexistence of the finite second (or higher) order moments. Such signals can be modeled by real-valued symmetric alpha-stable (SaS) processes. A novel blind source separation (BSS) algorithm for extracting "impulsive" source signals from their observed mixtures is presented. This algorithm is based on the minimum dispersion criterion. A new whitening procedure by the normalized covariance matrix is introduced and used as the first step of the algorithm. Some computer simulations are presented illustrating the performances of proposed method.


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    Titel :

    Blind separation of instantaneous mixtures of impulsive stable sources


    Beteiligte:
    Sahmoudi, M. (Autor:in) / Abed-Meraim, K. (Autor:in) / Benidir, M. (Autor:in)


    Erscheinungsdatum :

    2003-01-01


    Format / Umfang :

    333098 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



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