A Gaussian Particle Swarm Optimization-Based Phase Unwrapping Algorithm

被引:0
作者
Li R. [1 ]
Xie X. [1 ]
机构
[1] Guangxi University of Science and Technology, School of Electronic Engineering, Liuzhou, Guangxi
来源
IEEE Journal on Miniaturization for Air and Space Systems | 2023年 / 4卷 / 01期
基金
中国国家自然科学基金;
关键词
Gaussian particle swarm optimization; InSAR; particle filter; phase unwrapping (PU);
D O I
10.1109/JMASS.2022.3216854
中图分类号
学科分类号
摘要
A Gaussian particle swarm optimization-based phase unwrapping (PU) technique is presented to recover unwrapped phases reflecting the deformation or height of the observed objects from measured interferograms composed of wrapped phases. First, the Gaussian particle swarm optimization strategy is exploited into PU for measured interferograms, and a robust PU program based on the Gaussian particle filter is constructed by combining a robust phase slope estimation technique demonstrated well previously. Second, an efficient path-following approach is exploited to route the paths of PU to improve the accuracy and efficiency in PU for interferograms. Finally, the performances of the proposed method are fully demonstrated with the experiments of PU for the simulated and measured interferograms, and the advantages of this method in the accuracy of PU for interferograms are also shown, with respect to some other traditional methods and representative methods. © 2019 IEEE.
引用
收藏
页码:9 / 17
页数:8
相关论文
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