• DocumentCode
    2884946
  • Title

    Order Statistic and Maximum Likelihood Distributed CFAR Detectors in Weibull Background

  • Author

    Zaimbashi, A. ; Taban, M.R. ; Nayebi, M.M.

  • Author_Institution
    Yazd Univ., Yazd
  • fYear
    2007
  • fDate
    17-20 April 2007
  • Firstpage
    491
  • Lastpage
    496
  • Abstract
    Non-Rayleigh clutter statistics result when sea or ground are viewed with resolution radars (pulse width < 0.5 mus) at low grazing angle (phi < 5deg). In this paper, we consider the problem of maximum likelihood (ML) and order statistic (OS) constant false alarm rate in distributed detection systems using fuzzy fusion rules in Weibull clutter with a shape parameter known. We derive the appropriate membership functions for ML and OS as local detectors and use different fuzzy rules in fusion centre. Simulation for the "algebraic product", "algebraic sum", "union", "intersection" fuzzy fusion rules are conducted to assess the detection performance and the results are presented and discussed.
  • Keywords
    Weibull distribution; fuzzy systems; maximum likelihood detection; radar clutter; radar detection; Weibull clutter background; constant false alarm rate; distributed detection system; fuzzy fusion rule; maximum likelihood distributed CFAR detector; order statistics; Detectors; Fuzzy systems; Maximum likelihood detection; Radar clutter; Radar detection; Rayleigh channels; Sensor fusion; Sensor systems; Shape; Statistical distributions; ML-CFAR; OS-CFAR; distributed detection; fuzzy centre; fuzzy fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Conference, 2007 IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1097-5659
  • Print_ISBN
    1-4244-0284-0
  • Electronic_ISBN
    1097-5659
  • Type

    conf

  • DOI
    10.1109/RADAR.2007.374266
  • Filename
    4250360