Title :
Multiplicative regularized Gauss-Newton approach for three-dimensional microwave imaging
Author :
Abubakar, Adamu ; Habashy, Tarek M.
Author_Institution :
Schlumberger-Doll Research, Cambridge, United States
Abstract :
In this work we applied the so-called multiplicative regularized Gauss-Newton inversion approach for solving the three-dimensional electromagnetic microwave inverse problem. This inversion approach adjusts automatically regularization weight and when it is combined with the total variation type regularization approach, they provide an excellent edge-preserving characteristic. We demonstrate the efficiency and robustness of this approach by using a simple synthetic test case and an experimental data from a biomedical object.
Keywords :
Biomedical equipment; Inverse problems; Least squares methods; Medical services; Microwave imaging; Newton method; Radio frequency; Recursive estimation; Robustness; Testing;
Conference_Titel :
Microwave Symposium Digest (MTT), 2010 IEEE MTT-S International
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4244-6056-4
Electronic_ISBN :
0149-645X
DOI :
10.1109/MWSYM.2010.5515765