Title :
Multichannel InSAR DEM Reconstruction Through Improved Closed-Form Robust Chinese Remainder Theorem
Author :
Zhihui Yuan ; Yunkai Deng ; Fei Li ; Wang, Ruiqi ; Gang Liu ; Xiaolei Han
Author_Institution :
Dept. of Space Microwave Remote Sensing, Inst. of Electron., Beijing, China
Abstract :
Interferometric synthetic aperture radar (InSAR) multichannel system, which produces more than one interferogram in a multifrequency or multibaseline configuration, allows us to reconstruct highly sloped and discontinuous terrain height profiles. In this letter, a novel method based on a closed-form robust Chinese remainder theorem (CRT) is presented to solve the height reconstruction problem. Proper reference remainder selection and remainder differential process, which do not exist in the traditional CRT, are adopted to improve the robustness of the height reconstruction. We also modify the method by exploiting statistical characteristics of interferometric phase and the combined information of InSAR interferograms. Moreover, a special weighted mean filtering method is adopted to get a better result. Experimental results prove the effectiveness of the method.
Keywords :
digital elevation models; geophysical image processing; geophysical techniques; image reconstruction; radar interferometry; synthetic aperture radar; InSAR interferograms; InSAR multichannel system; closed-form robust Chinese remainder theorem; discontinuous terrain height profile; height reconstruction problem; highly sloped terrain height profile; interferometric phase statistical characteristics; interferometric synthetic aperture radar; multibaseline configuration; multichannel InSAR DEM reconstruction; multifrequency configuration; proper reference remainder differential process; proper reference remainder selection process; special weighted mean filtering method; Image reconstruction; Maximum likelihood estimation; Remote sensing; Robustness; Synthetic aperture radar; Vectors; Chinese remainder theorem (CRT); digital elevation model (DEM) reconstruction; phase unwrapping (PU); robustness; synthetic aperture radar (SAR) interferometry;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2013.2238886