DocumentCode :
2682838
Title :
Dynamic persistent scatterers interferometry
Author :
Marinkovic, Petar ; Hanssen, Ramon
Author_Institution :
Delft Univ. of Technol., Delft
fYear :
2007
fDate :
23-28 July 2007
Firstpage :
4894
Lastpage :
4897
Abstract :
This paper presents the concept of Dynamic Persistent Scatterers Interferometry (PSI) processing, which enables the sequential estimation of parameters. The method is based on the Integer Least Squares (ILSQ) PSI concept and makes use of the estimation vector and corresponding variance-covariance matrix of the initial estimation epoch. In addition, the concept of multi-modal adaptive estimation and testing is applied. The algorithm systematically adds a new acquisition or set of acquisitions to an existing stack, updates the solution of the previous run, and analyzes whether the behavior of the (pre-) selected points fits the expected one.
Keywords :
adaptive estimation; belief networks; geophysical signal processing; least squares approximations; parameter estimation; radar interferometry; radar signal processing; remote sensing by radar; ILSQ PSI concept; dynamic PSI processing; dynamic persistent scatterer interferometry; estimation vector; integer least squares PSI concept; multimodal adaptive estimation; multimodal adaptive testing; sequential parameter estimation; variance-covariance matrix; Adaptive estimation; Earth; Interferometry; Least squares approximation; Marine technology; Mathematical model; Parameter estimation; Scattering parameters; Space technology; Telephony;
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.2007.4423958
Filename :
4423958
Link To Document :
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