DocumentCode
32749
Title
Improving the Performances of the Contrast Source Extended Born Inversion Method by Subspace Techniques
Author
Agarwal, Krishna ; Song, Rencheng ; D´Urso, Michele ; Chen, Xudong
Author_Institution
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Volume
10
Issue
2
fYear
2013
fDate
Mar-13
Firstpage
391
Lastpage
395
Abstract
Subspace techniques have been introduced in the framework of contrast source (CS) extended born (CSEB) model, for improving its reconstruction capabilities. Two techniques are demonstrated. First, a scheme for generating a good initial guess of the scatterer profile is shown. Second, subspace-based optimization method is used for optimization. Using the suggested techniques, CSEB model can be applied for solving inverse electromagnetic scattering problem with an extended range of application with respect to previous contributions, particularly for very high contrast lossy scatterers.
Keywords
electromagnetic wave scattering; optimisation; CSEB model; contrast source extended born inversion method; high contrast lossy scatterer; inverse electromagnetic scattering problem; subspace-based optimization method; Computational modeling; Cost function; Image reconstruction; Inverse problems; Permittivity; Scattering; Contrast source (CS) extended born (CSEB) model; high contrast; inverse electromagnetic scattering; strong scatterers; subspace optimization method;
fLanguage
English
Journal_Title
Geoscience and Remote Sensing Letters, IEEE
Publisher
ieee
ISSN
1545-598X
Type
jour
DOI
10.1109/LGRS.2012.2202873
Filename
6269051
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