空间目标成像的改进运动参数估计

Zhen Fu, Zhiping Yin, Dongchen Zhang, Weidong Chen
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引用次数: 2

摘要

针对逆合成孔径雷达(ISAR)成像超高速空间目标的工程背景,提出了径向速度补偿的运动参数估计问题。在稀疏分量分析的基础上,提出了一种基于BP (base pursuit)的算法来解决无噪声环境下的问题。在噪声抑制方面,本文提出了一种基于参数正则化的改进算法。仿真结果表明,该方法具有良好的信号去噪性能,能够从被噪声干扰的信号中准确估计出运动参数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modified motion parameter estimation for space object imaging
Aiming at the engineering background of inverse synthetic aperture radar (ISAR) imaging for hypervelocity space object, the problem of motion parameter estimation is put forward for radial velocity compensation. Based on sparse component analysis, an algorithm named BP (base pursuit) is proposed to resolve the problem in noise-free environment. For the noise suppression, a modified algorithm based on parameter regularization is introduced in this paper. Simulation results show that this method behaves well in signal de-noising and could get accurate estimation for motion parameter from signals corrupted by noise..
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