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一种容积信息滤波局部迭代相位解缠方法
引用本文:孙玉铮,谢先明,梁小星.一种容积信息滤波局部迭代相位解缠方法[J].测绘通报,2021,0(2):40-43.
作者姓名:孙玉铮  谢先明  梁小星
作者单位:桂林电子科技大学信息与通信学院, 广西 桂林 541004
基金项目:广西无线宽带通信与信号处理重点实验室基金;广西自然科学基金;国家自然科学基金
摘    要:本文针对低信噪比干涉图相位解缠难题,提出了一种容积信息滤波局部迭代相位解缠方法。先采用基于修正矩阵束模型的局部相位梯度估计算法获取待解缠像元局部窗口相位梯度信息,通过引入堆排序的质量图指引相位解缠路径,再利用容积信息滤波算法在待解缠像元局部窗口内逐像元递推进行一维状态估计,直至遍历局部窗口内所有相邻像元,即可获得待解缠像元的状态估计,在保持解缠效率的同时提高了相位解缠精度。模拟和实测数据结果证明了本文算法的有效性。

关 键 词:合成孔径雷达干涉测量  相位解缠  容积信息滤波  状态估计  质量图  
收稿时间:2020-04-12
修稿时间:2020-06-10

A local iterative phase unwrapping method based on cubature information filter
SUN Yuzheng,XIE Xianming,LIANG Xiaoxing.A local iterative phase unwrapping method based on cubature information filter[J].Bulletin of Surveying and Mapping,2021,0(2):40-43.
Authors:SUN Yuzheng  XIE Xianming  LIANG Xiaoxing
Institution:School of Information and Communication Engineering, Guilin University of Electronic Technology, Guilin 541004, China
Abstract:To solve the phase unwrapping problem of interferograms with low SNR,a local iterative phase unwrapping method based on cubature information filter is proposed.Firstly,a local phase gradient estimation algorithm based on amended matrix pencil model is used to obtain the phase gradient information in the local window centered at the pixel to be unwrapped.Then the phase unwrapped path is guided by introducing the quality map of the heap sort.And the cubature information filter is used to recursively perform onedimensional state estimation operation.The state estimate of the pixel to be unwrapped is obtained until all neighbours in the local window of the pixel to be unwrapped are traversed.The phase unwrapping accuracy is improved while maintaining acceptable unwrapping efficiency.The simulation and measured data results prove the effectiveness of the algorithm in this paper.
Keywords:InSAR  phase unwrapping  cubature information filtering  state estimation  quality map
本文献已被 CNKI 维普 万方数据 等数据库收录!
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