DocumentCode :
1036086
Title :
Analysis of CFAR performance in Weibull clutter
Author :
Rifkin, R.
Author_Institution :
MITRE Corp., Bedford, MA, USA
Volume :
30
Issue :
2
fYear :
1994
fDate :
4/1/1994 12:00:00 AM
Firstpage :
315
Lastpage :
329
Abstract :
Recent interest has focused on order statistic-based (OS-based) algorithms for calculating radar detection thresholds. Previous analyses of these algorithms are extended, to determine closed-form approximations for the signal-to-clutter ratio required to achieve a particular probability of detection in clutter environments whose amplitude statistics are modeled by the Weibull distribution, and where the clutter dominates receiver noise. Performance is evaluated in both homogeneous and inhomogenous clutter. The analysis shows that the OS-based algorithm is quite robust against both interference and clutter edges. A method is suggested for improving performance at clutter inhomogeneities for short-range targets
Keywords :
probability; radar clutter; radar theory; signal detection; statistical analysis; CFAR performance; Weibull clutter; amplitude statistics; closed-form approximations; clutter edges; clutter environments; clutter inhomogeneities; homogeneous clutter; inhomogenous clutter; interference; order statistic based algorithms; probability; radar detection thresholds; short-range targets; signal-to-clutter ratio; Algorithm design and analysis; Clutter; Performance analysis; Probability; Radar detection; Signal analysis; Statistical analysis; Statistical distributions; Weibull distribution; Working environment noise;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/7.272257
Filename :
272257
Link To Document :
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