A Slope Adaptive Filtering Method for Multi-frequency InSAR

被引:0
作者
You Zhenwan [1 ]
Xu Huaping [1 ]
Li Shuo [1 ]
Li Wei [2 ]
机构
[1] Beihang Univ, Sch Elect & Informat Engn, Beijing, Peoples R China
[2] Shanghai Lizheng Satellite Applicat Technol Co Lt, Shanghai, Peoples R China
来源
2021 7TH ASIA-PACIFIC CONFERENCE ON SYNTHETIC APERTURE RADAR (APSAR) | 2021年
关键词
interferometric synthetic aperture radar (InSAR); slope adaptive filtering; multi-frequency; reference terrain phase; residual phase;
D O I
10.1109/APSAR52370.2021.9688504
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
The noise in the interferogram directly affects the accuracy and speed of phase unwrapping. Therefore, interferometric phase filtering is performed to suppress phase noise, thereby reducing difficulty on subsequent phase unwrapping. The slope adaptive filtering is widely applied because of its ability to maintain interferometric fringes well. But the ability of existing slope adaptive filtering methods are limited because a smaller window have to be used for fringe estimation in dense fringe areas. In this paper, a multi-frequency slope adaptive filtering method is proposed to enlarge the filter window size in dense fringe. It converts the low-frequency interferometric phase to the high-frequency reference terrain phase, uses a larger window to perform noise suppression on the residual phase after removing the reference terrain phase from high-frequency phase. So a better noise suppression effect is obtained in dense fringe area. Experimental results with simulated and real data demonstrate the effectiveness of the proposed method.
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页数:5
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