• DocumentCode
    3406202
  • Title

    On the characterization of impulsive noise with /spl alpha/-stable distributions using Fourier techniques

  • Author

    Koyon, S.M. ; Williams, Douglas B.

  • Author_Institution
    Digital Signal Process. Lab., Georgia Inst. of Technol., Atlanta, GA, USA
  • Volume
    2
  • fYear
    1995
  • fDate
    Oct. 30 1995-Nov. 1 1995
  • Firstpage
    787
  • Abstract
    A new technique is presented for the characterization of impulsive interference with /spl alpha/-stable processes. The proposed model is constructed by estimating the /spl alpha/-stable distribution parameters using the empirical characteristic function. Characteristic function based methods have been shown to yield the best performance but are plagued by the amount of computation required. The new parameter estimation algorithm is shown to achieve the same level of performance as other characteristic function based methods while greatly reducing the amount of computation required.
  • Keywords
    interference (signal); /spl alpha/-stable distributions; /spl alpha/-stable processes; Fourier techniques; characteristic function based methods; empirical characteristic function; impulsive noise; impulsive signals; parameter estimation algorithm; performance; Digital signal processing; Distributed computing; Filtering; Interference; Laboratories; Limiting; Parameter estimation; Radar; Signal processing algorithms; Table lookup;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 1995. 1995 Conference Record of the Twenty-Ninth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA, USA
  • ISSN
    1058-6393
  • Print_ISBN
    0-8186-7370-2
  • Type

    conf

  • DOI
    10.1109/ACSSC.1995.540808
  • Filename
    540808