Title :
Assessment of the electromagnetic inversion with the multiscaling Inexact-Newton method
Author :
Oliveri, Giacomo ; Massa, Andrea ; Randazzo, Andrea ; Pastorino, Matteo
Author_Institution :
DISI, Univ. of Trento, Trento, Italy
Abstract :
The integration of the Inexact-Newton method within a multi-scaling strategy is assessed in the framework of the contrast field formulation of the electromagnetic inverse scattering. Thanks to the features of the integrated approach, the technique is expected to suitably face the non-linearity and the ill-posedness/ill-conditioning issues of the imaging problem. A numerical validation dealing with different objects, measurement setups, and noise conditions is carried out to provide evidence of the method premises pointing out features and potentialities as well as current limitations. The validation is completed with comparisons with state-of-the-art bare approaches.
Keywords :
Newton method; electromagnetic wave scattering; microwave imaging; electromagnetic inverse scattering; electromagnetic inversion; ill-conditioning issue; ill-posedness issue; imaging problem; microwave imaging; multiscaling Inexact-Newton method; Dielectrics; Equations; Inverse problems; Iterative methods; Microwave imaging; Microwave theory and techniques; Electromagnetic inverse scattering; Inexact Newton Method; Iterative Multiscaling Approach; Microwave Imaging;
Conference_Titel :
Antennas and Propagation (APSURSI), 2011 IEEE International Symposium on
Conference_Location :
Spokane, WA
Print_ISBN :
978-1-4244-9562-7
DOI :
10.1109/APS.2011.5997042