• DocumentCode
    703329
  • Title

    Spectral methods for stationary harmonizable alpha-stable processes

  • Author

    Tsihrintzis, G.A. ; Tsakalides, P. ; Nikias, C.L.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
  • fYear
    1998
  • fDate
    8-11 Sept. 1998
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    We address the problem of estimation of the fractional-power spectrum of certain classes of symmetric, alpha-stable (SαS) processes. We start with a summary of the key definitions and results from the theory of stationary, harmonizable SαS processes and proceed to discuss the performance of fractional-power periodograms. Next, we present a high resolution fractional-power spectrum estimation algorithm that we term "the minimum dispersion distortionless response." The algorithm is a generalization of the classical Maximum Likelihood Method of Capon. Preliminary tests of the algorithms are run on simulated data.
  • Keywords
    maximum likelihood estimation; signal processing; fractional-power periodograms; high resolution fractional-power spectrum estimation algorithm; maximum likelihood method; modern signal processing algorithms; spectral methods; stationary harmonizable alpha-stable processes; symmetric alpha-stable processes; Algorithm design and analysis; Maximum likelihood estimation; Noise; Signal processing algorithms; Spectral analysis; Impulsive Process; Power-Spectrum Estimation; Symmetric Alpha-Stable Process;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO 1998), 9th European
  • Conference_Location
    Rhodes
  • Print_ISBN
    978-960-7620-06-4
  • Type

    conf

  • Filename
    7089800