用小波变换计算目标极点,用于电磁目标识别

M. Seçmen, Nalan Özkurt
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引用次数: 0

摘要

本文提出了一种基于目标极点提取的目标识别方法。该方法通过对整个信号进行小波变换,同时提取时间轴和频率轴的图,得到目标极点。为此,采用复Morlet小波变换,将窄带母小波和宽带母小波两幅图相乘,得到两个轴上都有足够分辨率的图。结果图的频率轴上的峰值给出了极点的振荡系数,时间轴上的衰减给出了极点的阻尼系数。在本研究中,首先将该方法应用于极点值可解析计算的介电球,并观察到极点值的计算结果与理论值高度一致,特别是在振荡系数方面。然后,将该方法应用于两个理论上极点值未知的小型飞机目标的目标识别,结果表明,虽然飞机的尺寸非常接近,但它们的极点值相差很大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The calculation of target poles with wavelet transform for electromagnetic target discrimination
In this paper, a method oriented to the extraction of target poles is presented for target recognition purpose. By applying wavelet transform to whole signal, the mention method obtains target poles with a map extracted in time and frequency axes simultaneously. For this purpose, with complex Morlet wavelet transform, a map having sufficient resolutions in both axes is obtained by multiplying two maps, one using narrowband and another using wideband mother wavelet. The peaks in the frequency axis of the resulting map give the oscillation coefficients of the poles, and the attenuations in time axis give the damping coefficients of the poles. In this study, the method is initially applied for a dielectric sphere whose pole values can be analytically calculated and it is observed that the calculated pole results are highly consistent with theoretical values especially with respect to oscillation coefficients. Afterwards, for target discrimination purpose, the method is applied to two small-scale airplane targets whose pole values are theoretically unknown and it is shown that although the dimensions of airplanes are very close, their pole values are considerably different.
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