HF/OTH雷达目标分类系统建模与性能研究

D. J. Strausberger, N.F. Chamberlain, F. Garber, E. Walton
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引用次数: 16

摘要

研究了一类多径传播信道对雷达目标分类系统性能的影响。采用一种时域选择性衰落信道模型来表征多径传播介质的影响,评估雷达目标分类系统的性能。研究了以相对振幅、相对相位和绝对振幅测量为特征的分类算法的性能。通过蒙特卡罗模拟获得了各种分类算法对感兴趣的信道参数集的性能估计。
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Modeling and performance of HF/OTH radar target classification systems
The effects of a class of multipath propagation channels on the performance of a radar target classification system are considered. A Rician frequency-selective fading channel model is used to characterize the effects of the multipath propagation medium and evaluate the performances of radar target classification systems. The performances of classification algorithms that use relative amplitude, relative phase, and absolute amplitude measurements as features are investigated. Performance estimates of the various classification algorithms for interesting sets of channel parameters are obtained by means of Monte Carlo simulations.<>
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