DocumentCode :
3690605
Title :
A hybrid adaptive method for interferometric phase filtering based on the mode and median filter
Author :
Qi Zhang;Tiandong Liu;Zegang Ding;Tao Zeng;Teng Long
Author_Institution :
School of Information and Electronics, Beijing Institute of Technology, Beijing, P.R. China, 100081
fYear :
2015
fDate :
7/1/2015 12:00:00 AM
Firstpage :
2971
Lastpage :
2974
Abstract :
In this paper, a creative hybrid adaptive filtering algorithm is designed to combine a modified mode filter with an adaptive median filter for the suppression of interferometric phase noise which is a quality insurance of the following phase unwrapping operation. This combination provides the hybrid filtering algorithm with remarkable flexibility to terrain. At first, this paper presents a modified mode filter with an adaptive shortest sub-interval estimator. Then, it uses the mode filtering result as the variable local phase center of the median filter and improves it with an adaptive filtering window varying with the residue density and correlation coefficient. Finally, a hybrid adaptive filtering algorithm is proposed for the reduction of interferometric phase noise. The studies utilize the simulated Peak data and the real Ayers Rock data as data support. Through analyzing the phase residues and the PSD values of the filtering results, we finally prove the validity of this method.
Keywords :
"Adaptive filters","Filtering algorithms","Phase noise","Filtering theory","Azimuth","Rocks"
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
ISSN :
2153-6996
Electronic_ISBN :
2153-7003
Type :
conf
DOI :
10.1109/IGARSS.2015.7326439
Filename :
7326439
Link To Document :
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