枝切法与曲面拟合结合的InSAR相位展开算法

doi:10.3969/j.issn.1001-2400.2012.05.009

J4 ›› 2012, Vol. 39 ›› Issue (5): 47-53.doi: 10.3969/j.issn.1001-2400.2012.05.009

枝切法与曲面拟合结合的InSAR相位展开算法

张妍;冯大政;曲小宁

(西安电子科技大学雷达信号处理国家重点实验室，陕西西安 710071)

收稿日期:2011-12-13 出版日期:2012-10-20 发布日期:2012-12-13
通讯作者: 张妍
作者简介:张妍(1979-)，女，西安电子科技大学博士研究生，E-mail: zhangyan_candy@hotmail.com．
基金资助:
国家自然科学基金资助项目(60971111)

A Hybrid Phase Unwrapping Algorithm Combining Branch-Cut and Surface-Fitting for InSAR

ZHANG Yan;FENG Dazheng;QU Xiaoning

(National Key Lab. of Radar Signal Processing, Xidian Univ., Xi'an 710071， China)

Received:2011-12-13 Online:2012-10-20 Published:2012-12-13
Contact: ZHANG Yan

摘要/Abstract

摘要：

为了解决干涉合成孔径雷达(InSAR)相位被缠绕的问题，提出了一种基于枝切法与曲面拟合的合成相位展开算法．这种算法针对干涉相位图中不同质量的区域采用不同的展开策略，首先利用枝切法准确性高的特点展开高质量区域的相位，然后利用曲面拟合的方法对低质量区域的相位进行拟合，最后利用遗传算法对拟合函数进行修正来获得最终的展开相位．仿真实验和实测数据表明，该方法很好地克服了枝切法的“孤岛现象”和最小二乘法存在相位坡度欠估计的情况，且比其他方法的精度高．

关键词: 干涉合成孔径雷达, 相位解缠, 枝切法, 曲面拟合, 遗传算法

Abstract:

A hybrid phase unwrapping algorithm that combines the branch-cut algorithm and surface-fitting method is proposed to slove the problem of phase wrapping in the Interferometric synthetic aperture radar (InSAR). The algorithm applies different methods in different quality regions to unwrap the phase. It first uses the branch-cut algorithm to unwrap the phases in high quality regions for the benefit of high accuracy, then uses the surface-fitting method to fit the phases in low quality regions and finally, optimizes the coefficients of the surface-fitting function using the gene algorithm to obtain the unwrapped phase. Both simulated and experimental results have shown that the new algorithm can avoid the "isolated island phenomenon" of the branch-cut algorithm and the phase gradient error of the least-mean-square algorithm. The proposed hybrid algorithm is more precise than other methods.

Key words: interferometric synthetic aperture radar, phase unwrapping, branch-cut, surface-fitting, genetic algorithms

中图分类号:

TN 958

张妍;冯大政;曲小宁. 枝切法与曲面拟合结合的InSAR相位展开算法[J]. J4, 2012, 39(5): 47-53.

ZHANG Yan;FENG Dazheng;QU Xiaoning. A Hybrid Phase Unwrapping Algorithm Combining Branch-Cut and Surface-Fitting for InSAR[J]. J4, 2012, 39(5): 47-53.

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枝切法与曲面拟合结合的InSAR相位展开算法

A Hybrid Phase Unwrapping Algorithm Combining Branch-Cut and Surface-Fitting for InSAR

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