Feature extraction and target recognition of missile targets based on micro-motion

Peng Lei, Kang Li, Y. Liu
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引用次数: 12

Abstract

The ballistic targets flying in the exo-atmosphere have different micro-motions, the micro-motion of warhead belongs to precession and that of decoy belongs to wobbling or tumbling. This paper investigates the micro-motion difference of warhead and decoy. First, we build the micro-motion model of precession, wobbling and tumbling, derive the micro-Doppler expression and analyze the characteristic of it. Second, with the broadband echo of the microwave anechoic chamber, we analyze the distribution characteristic of the high-resolution range profile (HRRP) serial under different micro-motions, judge whether or not the target is tumbling by finding whether there are intersections in the HRRP serial, and derive a method to estimate the top angle of the tumbling cone. Third, we simulate the time-frequency distribution(TFD) of one range cell of the broadband echo, and analyze the TFD difference of precession, wobbling and tumbling. At last, we put forth a method to recognize the target based on the HRRP serial and the TFD, and the experiment results proved our method to be effective.
基于微运动的导弹目标特征提取与目标识别
在大气层外飞行的弹道目标具有不同的微运动,弹头微运动属于进动,诱饵微运动属于摇摆或翻滚。研究了弹头与诱饵的微运动差异。首先,建立了旋进、摆动和翻滚的微运动模型,推导了微多普勒表达式,分析了微多普勒表达式的特征。其次,利用微波暗室的宽带回波,分析了不同微运动条件下高分辨率距离像序列(HRRP)的分布特征,通过寻找HRRP序列中是否存在相交来判断目标是否翻滚,并推导了一种估计翻滚锥顶角的方法。第三,模拟了宽带回波一个距离单元的时频分布(TFD),分析了进动、摆动和翻滚时频分布的差异。最后,提出了一种基于HRRP序列和TFD的目标识别方法,实验结果证明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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