Title :
An Inexact Newton Method for Microwave Reconstruction of Strong Scatterers
Author :
Bozza, G. ; Estatico, C. ; Pastorino, M. ; Randazzo, A.
Abstract :
An approach to solve the inverse scattering problem for imaging applications is presented. The proposed algorithm is based on an inexact Newton method applied to the Lippmann¿Schwinger integral equation. Inhomogeneous dielectric scatterers with high contrast in a tomographic arrangement are considered. The capabilities of the approach are assessed with reference to several different unknown objects. In particular, both noisy synthetic data and experimental data have been used. Furthermore, a comparison with a model based on the second order Born approximation is also reported.
Keywords :
Newton method; approximation theory; electromagnetic wave scattering; integral equations; microwave imaging; Born approximation; Lippmann-Schwinger integral equation; imaging application; inexact Newton method; inhomogeneous dielectric scatterers; noisy synthetic data; scatterers microwave reconstruction; Approximation methods; Dielectrics; Image reconstruction; Integral equations; Inverse problems; Microwave imaging; Microwave theory and techniques; Newton method; Scattering; Tomography; Experimental data; inexact Newton methods; inverse scattering; microwave imaging; regularization;
Journal_Title :
Antennas and Wireless Propagation Letters, IEEE
DOI :
10.1109/LAWP.2006.870360
