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