Title :
InSAR phase unwrapping based on extended Kalman filtering
Author :
Batuhan Osmanoglu;Shimon Wdowinski;Timothy H. Dixon;Juliet Biggs
Author_Institution :
Marine Geology and Geophysics, RSMAS - University of Miami, Key Biscayne, FL 33149 USA
Abstract :
InSAR phase measurements are relative, ambiguous due to 2π wrapping, and affected by atmospheric and other noise sources. For many real-world applications unambiguous displacement measurements are necessary. Currently available methods for extracting time series of surface displacement, start with unwrapping in time or space domain. We present a new extended Kalman filtering approach to phase unwrapping, which resolves the 2π ambiguity in a computationally efficient way. Also this algorithm can easily be expanded to use all the data available in space and time dimensions. Several modifications are made to the standard EKF for phase unwrapping. Hence we call our new algorithm as optimized Kalman (OK) filter.
Keywords :
"Synthetic aperture radar interferometry","Kalman filters","Phase measurement","Equations","Phase noise","Filtering","Geophysical measurements","Noise measurement","Seismic measurements","Signal to noise ratio"
Conference_Titel :
Radar Conference, 2009 IEEE
Print_ISBN :
978-1-4244-2870-0
Electronic_ISBN :
2375-5318
DOI :
10.1109/RADAR.2009.4977028