DocumentCode
3372669
Title
Polarimetric SAR tomography of natural environments using hybrid spectral estimators
Author
Huang, Yue ; Ferro-Famil, Laurent ; Reigber, Andreas
Author_Institution
Univ. of Rennes 1, Rennes, France
fYear
2010
fDate
25-30 July 2010
Firstpage
146
Lastpage
149
Abstract
SAR tomography is the extension of conventional two dimensional SAR imaging principle to three dimensions. In order to improve the vertical resolution with respect to classical Fourier-based methods, high resolution approaches are used in this paper to perform SAR tomography. Both nonparametric spectral estimators, like beamforming and Capon and parametric ones, like MUSIC, maximum likelihood, are applied to real data sets and compared in terms of scatterer location accuracy and resolution. This paper addresses the discrimination of coherent scatterers presented in the natural environment and a joint approach of estimation and detection is proposed.
Keywords
array signal processing; electromagnetic wave scattering; maximum likelihood estimation; radar imaging; radar polarimetry; synthetic aperture radar; tomography; Capon estimator; MUSIC estimator; beamforming estimator; coherent scatterer discrimination; hybrid spectral estimator; joint detection; joint estimation; maximum likelihood estimator; natural environment; nonparametric spectral estimator; polarimetric SAR tomography; scatterer location accuracy; three dimensional SAR imaging; vertical resolution; Array signal processing; Covariance matrix; Estimation; Joints; Soil; Tomography;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location
Honolulu, HI
ISSN
2153-6996
Print_ISBN
978-1-4244-9565-8
Electronic_ISBN
2153-6996
Type
conf
DOI
10.1109/IGARSS.2010.5653918
Filename
5653918
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