基于DPCA和FrFT的双通道SAR运动目标检测与参数估计

Changli Li
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引用次数: 0

摘要

本文提出了基于dpca分数阶傅里叶变换(FrFT)的改进方法,以提高运动目标检测和参数估计的性能:首先,针对距离内加速度问题,将其作为运动目标的参数并进行估计,该参数主要影响多普勒速率;其次,针对复杂系统的问题,本文不仅利用FrFT估计运动目标的多普勒参数,而且利用了FrFT后信号能量的最大值。实现了双通道SAR中运动目标的检测和参数估计,简化了SAR系统的结构;最后,由于SAR系统中存在噪声,运动目标的反射系数不是理想值;采用幅度平均法估计反射系数来解决这一问题,从而提高运动目标参数估计的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Moving targets detection and parameters estimation based on DPCA and FrFT in dual-channel SAR
Improvements based on DPCA–Fractional Fourier Transform(FrFT) are presented in this paper, so as to improve the performance of moving target detection and parameters’ estimation: firstly, aiming at the problem of acceleration in range, it is used as a parameter of moving target and estimated, this parameter mainly affects doppler rate; secondly, aiming at the problem of complicated system, this paper not only uses FrFT to estimate the doppler parameters of moving target, but also uses the maximum value of signal energy after FrFT. It can realize the detection and parameters’ estimation of moving target in dual-channel SAR and simplifies the structure of SAR's system; finally, due to the presence of noise in SAR's system, moving target's reflection coefficient is not an ideal value; The reflection coefficient is estimated by the amplitude averaging method to solve the problem, so as to improve the accuracy of parameters’ estimation of moving target.
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