Validation of windblown radar ground clutter spectral shape

被引:31
|
作者
Greco, M
Gini, F
Farina, A
Billingsley, JB
机构
[1] Univ Pisa, Dept Informat Engn, I-56126 Pisa, Italy
[2] Alenia Marconi Syst, Syst Anal & Sci Calculus Grp Syst, I-00131 Rome, Italy
[3] MIT, Lincoln Lab, Lexington, MA 02420 USA
关键词
Doppler effect - Mathematical models - Parameter estimation - Probability density function - Radar imaging - Statistical methods - Vegetation - Wind effects;
D O I
10.1109/7.937467
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
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.
引用
收藏
页码:538 / 548
页数:11
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