• DocumentCode
    1990106
  • Title

    Performance analysis of maximum likelihood CFAR detection for Gaussian mixture type clutter

  • Author

    Sari, Faruk ; Sari, Nursen ; Celebi, Mehmet E. ; Kayran, Ahmet H.

  • Author_Institution
    C2Tech, Gebze
  • fYear
    2007
  • fDate
    12-15 Feb. 2007
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In a previous work, we have proposed to use a generalized Gaussian Mixture (GM) distribution for modelling the sea clutter. In this work, we analyze the performance of the proposed method for the CFAR and non-CFAR cases. In order to evaluate the performance of the proposed method, we derive the probability of false alarm Pfa. The Cramer Rao Bound (CRB), which is used to predict the performance of a given system is also given.
  • Keywords
    Gaussian distribution; maximum likelihood detection; probability; radar clutter; Cramer Rao Bound; Gaussian mixture distribution; constant false alarm rate; maximum likelihood CFAR detection; probability; radar clutter; Clutter; Cramer-Rao bounds; Envelope detectors; Information technology; Maximum likelihood detection; Maximum likelihood estimation; Performance analysis; Probability; Radar detection; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
  • Conference_Location
    Sharjah
  • Print_ISBN
    978-1-4244-0778-1
  • Electronic_ISBN
    978-1-4244-1779-8
  • Type

    conf

  • DOI
    10.1109/ISSPA.2007.4555566
  • Filename
    4555566
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1990106