Title :
Interval Analysis as applied to inverse scattering
Author :
Carlin, Matteo ; Rocca, Paolo ; Oliveri, Giacomo ; Massa, Andrea
Author_Institution :
ELEDIA Res. Center, Univ. of Trento, Trento, Italy
Abstract :
An innovative strategy based on Interval Analysis (IA) is presented to the solution of inverse scattering problems. First, the inverse problem is recast to an optimization one through the definition of a suitable function to be minimized which evaluates the misfit between the measured and the reconstructed field data according to the arithmetic of intervals. Then, IA is used to check n-dimensional interval portion of the solution space and verify whether the global minimum is either present or no. The intervals which are not discarded are iteratively sub-divided and tested until suitable termination conditions are achieved. Representative results are presented and discussed to show the potentialities of Interval Analysis as applied to inverse problems in electromagnetics.
Keywords :
electromagnetic wave scattering; optimisation; IA; electromagnetics; global minimum; innovative strategy; interval analysis; inverse scattering; n-dimensional interval portion; optimization; Dielectrics; Inverse problems; Microwave antennas; Microwave imaging; Microwave theory and techniques; Optimization;
Conference_Titel :
Antennas and Propagation Society International Symposium (APSURSI), 2012 IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4673-0461-0
DOI :
10.1109/APS.2012.6348670