DocumentCode :
1765795
Title :
Experimental Validation of the Quadratic Forward Model for RF Tomography
Author :
Picco, Vittorio ; Gennarelli, Gianluca ; Negishi, Tadahiro ; Soldovieri, Francesco ; Erricolo, Danilo
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Chicago, Chicago, IL, USA
Volume :
12
Issue :
7
fYear :
2015
fDate :
42186
Firstpage :
1461
Lastpage :
1465
Abstract :
An effective way to solve the inverse scattering from dielectric objects relies on the Born approximation, which allows to linearize the problem and retrieve a qualitative reconstruction of the targets in terms of location and extent. The limits of the validity of the linear model can be extended by considering a quadratic approximation of the operator relating the scattered field data to the unknown object function. The use of the quadratic operator allows on the one hand to recover additional spatial variations of the object profile and on the other hand to mitigate the local minima (false solution) problem typically affecting nonlinear inversion methods. In this letter, we present an experimental validation of the quadratic inverse model for dielectric objects in free space. The data processing confirms that the tomographic images based on the quadratic model are better resolved compared to the ones provided by the inversion of the linear Born model.
Keywords :
dielectric bodies; electromagnetic wave scattering; radiofrequency imaging; tomography; Born approximation; RF tomography; dielectric objects; inverse scattering; linear Born model; linear model validity; operator quadratic approximation; quadratic forward model; quadratic operator; target qualitative reconstruction; tomographic images; unknown object function; Approximation methods; Image reconstruction; Inverse problems; Radio frequency; Scattering; Tomography; Born approximation; quadratic approximation; radio frequency (RF) tomography; radio frequency (RF)tomography;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
Publisher :
ieee
ISSN :
1545-598X
Type :
jour
DOI :
10.1109/LGRS.2015.2409025
Filename :
7061440
Link To Document :
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