Title :
Singular value decomposition of the current-to-field operator in solving inverse scattering problems
Author :
Kuiwen Xu ; Lixin Ran ; Yu Zhong ; Xudong Chen
Author_Institution :
Lab. of Appl. Res. on Electromagn. (ARE), Zhejiang Univ., Hangzhou, China
Abstract :
This paper investigates the relationship between the singular vector of G̅D and the Fourier basis for solving inverse scattering problems. By operating SVD of the operator G̅D, G̅D behaves as a low-pass filter, which guarantees the drop-off of high frequency components. Importantly, such a relationship is determined by the domain of interest and the grid mesh, independent of scatterers, which can be utilized in the inverse problem to reduce the number of unknowns and to boost the converge rate. Numerical simulations validate the efficacy of the operator.
Keywords :
Fourier analysis; electromagnetic wave scattering; low-pass filters; numerical analysis; singular value decomposition; Fourier basis; SVD; current-to-field operator; grid mesh; inverse problem; inverse scattering problem; low-pass filter; numerical simulation; singular value decomposition; singular vector; Educational institutions; Electromagnetic scattering; Electromagnetics; Inverse problems; Optimization methods; Permittivity; Vectors;
Conference_Titel :
Antennas and Propagation Society International Symposium (APSURSI), 2014 IEEE
Conference_Location :
Memphis, TN
Print_ISBN :
978-1-4799-3538-3
DOI :
10.1109/APS.2014.6904660