DocumentCode :
2667043
Title :
Uncertainty analysis in advanced differential interferometric SAR processing
Author :
Crosetto, M. ; Monserrat, O. ; Agudo, M. ; Crippa, B. ; Rossi, Gustavo
Author_Institution :
Inst. of Geomatics (IG), Castelldefels
fYear :
2007
fDate :
23-28 July 2007
Firstpage :
1171
Lastpage :
1173
Abstract :
The DInSAR technique enables to determine with precision the surface displacements, using a combination of multiple interferograms. The DInSAR processing steps generate different kinds of errors, which propagate in the entire chain. This work is focused on a particular type of error generated during the DInSAR processing: the unwrapping related errors. The errors generated during the unwrapping process and the use of a procedure to automatically detect and correct them are presented in this work. By an iterative process and exploiting the SVD least squares method for outliers rejection, this procedure determines the phases values associated with each SAR image, starting from a stack of interferograms. It works on previously selected pixels and provides good results with high observation redundancy. The effectiveness of the procedure is illustrated by using ERS SAR data acquired over Barcelona (Spain).
Keywords :
geophysical signal processing; least squares approximations; measurement uncertainty; radar interferometry; radar signal processing; remote sensing by radar; synthetic aperture radar; Barcelona; DInSAR processing; ERS SAR data; SVD least squares method; differential interferometric SAR; iterative process; outliers rejection; surface displacements; uncertainty analysis; Atmosphere; Error correction; Geoscience; Interferometry; Iterative methods; Least squares methods; Phase estimation; Redundancy; Synthetic aperture radar; Uncertainty; outliers rejection differential interferograms; redundancy; unwrapping errors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
Type :
conf
DOI :
10.1109/IGARSS.2007.4423012
Filename :
4423012
Link To Document :
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