Discrete Wavelet Design for Target Classification in Pulse-Doppler Surveillance Radar

Michael Mesarcik, S. Lewis, A. Mishra, J. Pidanic, Karel Juryca
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引用次数: 2

Abstract

Wavelets are powerful signal classification tools that show promise for classification in Pulse-Doppler radar applications. A wavelet decomposition of match filtered radar data is performed for a surveillance radar in the Czech Republic. A custom discrete wavelet is designed based on the range profiles of the dataset with and without targets and clutter present. The entropy and energy for different levels of the DWT decomposition are used to determine the presence of various targets. Targets are differentiated from static clutter by thresholding the DWT decomposition levels.
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脉冲多普勒监视雷达目标分类的离散小波设计
小波是一种强大的信号分类工具,在脉冲多普勒雷达的分类应用中显示出前景。对捷克某监视雷达的匹配滤波雷达数据进行了小波分解。基于目标和杂波存在时数据集的距离轮廓,设计了自定义离散小波。利用不同层次DWT分解的熵和能量来确定不同目标的存在。通过对DWT分解级别设置阈值,将目标与静态杂波区分开来。
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