DocumentCode :
1515235
Title :
Validation of windblown radar ground clutter spectral shape
Author :
Greco, M. ; Gini, F. ; Farina, A. ; Billingsley, J.B.
Author_Institution :
Dept. of Inf. Eng., Pisa Univ., Italy
Volume :
37
Issue :
2
fYear :
2001
fDate :
4/1/2001 12:00:00 AM
Firstpage :
538
Lastpage :
548
Abstract :
We investigate the robustness of the linear matched filter (MF) operating in a Gaussian environment in the presence of a mismatch between the design clutter-power spectral density (PSD) shape and the actual one. The Gaussian, the power-law (PL), and the double-exponential spectral models have been considered with the goal of investigating which one fits best for windblown foliage. We analyze the MF performance in terms of improvement factor, probability of false alarm, and probability of detection by making use of the theoretical models and measured X-band ground clutter data. The numerical results validate the double-exponential spectral model for windblown foliage by showing that the differences in performance prediction between using measured clutter data and modeled clutter data of various spectral shapes (viz., Gaussian, FL, and double-exponential) are minimized when the spectral model employed is of double-exponential shape
Keywords :
Gaussian distribution; filtering theory; matched filters; probability; radar clutter; Gaussian environment; X-band; clutter data; design clutter-power spectral density; double-exponential shape; double-exponential spectral model; double-exponential spectral models; false alarm; improvement factor; linear matched filter; probability; robustness; spectral shape; windblown foliage; windblown radar ground clutter; Detectors; Gaussian processes; Matched filters; Performance analysis; Predictive models; Radar clutter; Radar detection; Robustness; Shape measurement; Spectral shape;
fLanguage :
English
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9251
Type :
jour
DOI :
10.1109/7.937467
Filename :
937467
Link To Document :
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