DocumentCode
3365474
Title
A model based recursive inverse scattering algorithm for microwave imaging
Author
Gan, H. ; Chew, W.C. ; Levin, P. ; Ludwig, R.
Author_Institution
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Volume
3
fYear
1994
fDate
20-24 June 1994
Firstpage
1660
Abstract
An iterative inverse scattering method is introduced. This approach decouples the nonlinear effects due to diffraction by using an integral equation formulation to predict the measured scattered field and a differential equation formulation to describe the equivalent source field. The equivalent sources are evaluated by the finite element model to achieve computational efficiency. A Bayesian estimation strategy combined with an orthogonal transform of the object function is applied to solve the ill-posed inverse problem. The orthogonal transform provides a natural constraint on the solution space. Consequently, the a priori information required in Bayesian estimation can be determined appropriately. The computational simulation demonstrates the efficiency of this method for very limited measurements.
Keywords
Bayes methods; electromagnetic fields; electromagnetic wave diffraction; electromagnetic wave scattering; finite element analysis; image reconstruction; inverse problems; iterative methods; microwave imaging; recursive estimation; Bayesian estimation; computational efficiency; computational simulation; differential equation; diffraction; equivalent source field; finite element model; ill-posed inverse problem; image reconstruction; integral equation; iterative inverse scattering method; measured scattered field; microwave imaging; nonlinear effects; object function; orthogonal transform; recursive inverse scattering algorithm; solution space; Bayesian methods; Computational modeling; Differential equations; Diffraction; Integral equations; Inverse problems; Iterative algorithms; Iterative methods; Scattering; Transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas and Propagation Society International Symposium, 1994. AP-S. Digest
Conference_Location
Seattle, WA, USA
Print_ISBN
0-7803-2009-3
Type
conf
DOI
10.1109/APS.1994.408132
Filename
408132
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