利用重复CAMDF检测RCS序列突变

Q. Cheng, Yang Wang, Yuhao Yang
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引用次数: 0

摘要

在雷达跟踪下,飞机、弹道导弹等目标可能发生姿态突变,对其进行检测对雷达目标识别具有重要意义。雷达截面(RCS)描述了雷达目标的散射特性,是一种有效的目标识别特征。RCS对目标的态度非常敏感,目标态度的突变会导致RCS序列的突变。本文研究了RCS序列突变的检测问题。利用重复圆形平均幅度差函数(CAMDF)检测RCS序列的突变,首先计算RCS序列的重复CAMDF,然后使用二项式函数拟合重复CAMDF。当拟合误差的均方根(RMS)小于阈值时,RCS序列将发生突变。在实验部分,验证了该方法在仿真数据和实际数据上的有效性。
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Detecting abrupt change of an RCS sequence using duplicate CAMDF
A target, such as an aircraft or a ballistic missile, may abruptly change its attitude under radar tracking, and it is very important to detect such changes for radar target recognition. Radar cross section (RCS) describes the scattering characteristics of the radar target, and it is an efficient feature for target recognition. RCS is sensitive to the target's attitudes, thus abrupt change of a target's attitude may cause abrupt change of its RCS sequence. In this paper, the problem of detecting abrupt change of an RCS sequence is studied. The duplicate circular average magnitude difference function (CAMDF) is exploited for detecting abrupt change of an RCS sequence, where we first compute duplicate CAMDF of the RCS sequence, and then fit duplicate CAMDF using a binomial function. This RCS sequence will have abrupt change if the root mean square (RMS) of the fitting errors is smaller than the threshold. In the experimental section, the effectiveness of our method on both simulation data and real data is verified.
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