Extended Kalman Filter Phase Unwrapping Smooth Algorithm in InSAR Image

Man Yan; Li Fen Wang

doi:10.4028/www.scientific.net/AMM.701-702.449

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 701-702Extended Kalman Filter Phase Unwrapping Smooth...

Extended Kalman Filter Phase Unwrapping Smooth Algorithm in InSAR Image

Abstract:

InSAR phase unwrapping is one of the key technologies in precise differential interferometry measurement. However, when the noise is more, wrapped phase easily make the unwrapping result’s errors more. To solve this problem, phase error is compensated, and extended Kalman filter gain is limited within a certain range, error is suppressed in a relatively small area. Finally, extended Kalman filter smooth reduce the errors’ spread. Using interference data of ESA ERS-1 satellite to do experiments, it show that this method is superior to least squares method, quality guided method and original Kalman filter method in unwrapping precision and quality, it has higher stability.

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Periodical:

Applied Mechanics and Materials (Volumes 701-702)

Pages:

449-452

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.701-702.449

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Online since:

December 2014

Authors:

Man Yan*, Li Fen Wang

Keywords:

Extended Kalman Filter, InSAR, Kalman Filter Smooth, Phase Unwrapping

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References

[1] G.L. Liu, H.D. Hao, M. Yan and Q.X. Tao. Phase Unwrapping Algorithm by Using Kalman Filter Based on Topographic Factors: Acta Geodaetica et Cartographica Sinica, 2011, 40(3): 283-288.

Google Scholar

[2] M.D. Pritt. Phase Unwrapping by Means of Multigrid Techniques for Interferometric SAR: IEEE. Trans. Geosci. Remote Sens., 1996, 34(3): 728-738.

DOI: 10.1109/36.499752

Google Scholar

[3] G. Fornaro, G. Franceshetti, R. Lanari. Interferometric SAR Phase Unwrapping Using Greens Formulation : IEEE. Trans. Geosci. Remote Sens., 1996, 34(3): 720-727.

DOI: 10.1109/36.499751

Google Scholar

[4] G. Fornaro,E. Sansosti. A two-dimensional region growing least squares phase unwrapping algorithm for interferometric SAR processing: IEEE Trans. on GRS, 1999, 37(1): 2215-2226.

DOI: 10.1109/36.789618

Google Scholar

[5] W. Xu, I. Cumming. A Region-Growing Algorithm for InSAR Phase Unwrapping: IEEE. Trans. Geosci. Remote Sens., 1999, 37(3): 124-133.

DOI: 10.1109/36.739143

Google Scholar

[6] R.M. Goldstein, H.A. Zerber, C.L. Werner, Satellite radar interferometry: Two-dimensional phase unwrapping: Radio Science, 1988, 23(4): 713-720.

DOI: 10.1029/rs023i004p00713

Google Scholar

[7] Krämer R. Auf Kalman-Filtern basierende Phasen- und Parameter estimation zur Lösung der Phasen vieldeutigkeits problematik bei der Höhenmodellerstellung aus SAR-Interferogrammen: Univer-sität-GH Siegen, Siegen, Germany, (1989).

Google Scholar

[8] O. Loffeld, H. Nies, S. Knedlik, and Y. Wang, Phase unwrapping for SAR Interferometry—A data fusion approach by kalman filtering: Geoscience and Remote Sensing, IEEE Transactions on, 2008, 46(1): 47-58.

DOI: 10.1109/tgrs.2007.909081

Google Scholar

[9] M. Contantini, A. Farina, F. Zirilli. A Fast Phase Unwrapping Alorgrithm for SAR Interferometry : IEEE. Trans. Geosci. Remote Sens., 1999, 37(1): 452-460.

DOI: 10.1109/36.739085

Google Scholar