利用精炼参数纯整数编程进行多基线相位解包以抑制噪声

Jiawei Yue;Qihuan Huang;Hui Liu;Ziqi He;Hanwen Zhang
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引用次数: 0

摘要

多基线相位解包(MBPU)是干涉合成孔径雷达(InSAR)的一个关键程序。然而,相位噪声仍然是挑战 MBPU 精度的一个因素。本文提出了一种基于精纯整数编程(RPIP)的 MBPU 方法。在该方法中,通过考虑干涉相位的统计信息引入了一个新参数,以提高对相位噪声的容忍度。我们还提供了搜索模糊集的有效途径。理论分析和实验结果表明,与 PIP 方法相比,RPIP 方法的解包误差降低了 60%。
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Multibaseline Phase Unwrapping With a Refined Parametric Pure Integer Programming for Noise Suppression
Multibaseline phase unwrapping (MBPU) is a key procedure of interferometric synthetic aperture radar (InSAR). However, phase noise is a factor still challenging the MBPU accuracy. This article presents a refined pure integer programming (RPIP)-based MBPU method. In this method, a new parameter is introduced through considering the statistical information of the interferometric phase, which is adopted to improve the tolerance of phase noise. We also provide an effective path for searching of the ambiguity set. Theoretical analysis and experimental results show that, compared with the PIP method, unwrapping errors of the RPIP method is reduced by 60%.
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2024 Index IEEE Journal on Miniaturization for Air and Space Systems Vol. 5 Table of Contents Front Cover The Journal of Miniaturized Air and Space Systems Broadband Miniaturized Antenna Based on Enhanced Magnetic Field Convergence in UAV
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