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
Link To Document :
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