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
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