DocumentCode :
1154429
Title :
A Joint Image Coregistration, Phase Noise Suppression, and Phase Unwrapping Method Based on Subspace Projection for Multibaseline InSAR Systems
Author :
Li, Zhenfang ; Bao, Zheng ; Suo, Zhiyong
Author_Institution :
Nat. Lab. of Radar Signal Process., Xidian Univ., Xi´´an
Volume :
45
Issue :
3
fYear :
2007
fDate :
3/1/2007 12:00:00 AM
Firstpage :
584
Lastpage :
591
Abstract :
As is well known, image coregistration, interferometric phase noise suppression, and phase unwrapping are three key processing procedures of synthetic aperture radar interferometry (InSAR). The three procedures are cascaded in the conventional processing flow of InSAR. Unlike the conventional processing flow, in this paper we propose a joint processing idea to carry out image coregistration, interferometric phase noise filtering, and phase unwrapping simultaneously based on subspace projection for multibaseline InSAR systems. The joint processing method can perform the fine coregistration of all SAR images implicitly by extracting the correlation information in the neighboring pixel sets, suppress the phase noise by utilizing the orthogonality of the signal subspace and the corresponding noise subspace, and optimally estimate the unwrapped interferometric phases (or the terrain heights) by combining the pixel coherence and the baseline diversity of a multibaseline InSAR system. Simulated results are presented to verify the effectiveness of the joint processing method
Keywords :
image registration; phase noise; radar interferometry; synthetic aperture radar; interferometric phase noise filtering; joint image coregistration; multibaseline InSAR systems; phase noise suppression; phase unwrapping method; pixel coherence; signal subspace orthogonality; subspace projection; synthetic aperture radar interferometry; terrain heights; Atmospheric waves; Data mining; Diversity reception; Filtering; Maximum likelihood estimation; Phase estimation; Phase noise; Pixel; Surfaces; Synthetic aperture radar interferometry; Digital elevation model (DEM); image coregistration; interferogram; multibaseline; phase unwrapping; subspace projection; synthetic aperture radar interferometry (InSAR);
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2006.888143
Filename :
4106055
Link To Document :
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