Amplitude characteristics of linear frequency modulation signal in FRFT domain

Yan Ma, Rui Wang, Jinxiang Du
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引用次数: 6

Abstract

Parameter estimation of linear frequency modulation signal (LFM) is one of important problems of radar or sonar. Because the fractional Fourier transform (FRFT) can centralize the energy of LFM, FRFT became an important way to estimate the parameters of LFM. The location of the FRFT spectrum's peak was close relative with the chirp rate and central frequency of LFM. The finer we search the peak in FRFT domain the estimated parameter is more accurate. But the finer search results in the huge computation. In this paper, based on the definition and properties of FRFT, the amplitude characteristics of analytic LFM in FRFT domain was derived. According to those characters, the multi-resolution based-5 point was proposed for increasing the speed of search. It can speed up the search.
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线性调频信号在频域内的幅值特性
线性调频信号的参数估计是雷达或声纳的重要问题之一。由于分数阶傅里叶变换(FRFT)可以集中LFM的能量,因此FRFT成为估计LFM参数的重要方法。FRFT谱峰的位置与线性调频的啁啾速率和中心频率密切相关。在频域内对峰值的搜索越细,估计的参数越准确。但是更精细的搜索导致了巨大的计算量。本文基于频响傅立叶变换的定义和性质,推导了频响傅立叶变换域中解析线性调频的幅值特性。针对这些特点,提出了基于5点的多分辨率算法,以提高搜索速度。它可以加快搜索速度。
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