Title :
Reconstruction of dielectric objects under a limited observation
Author :
Yang, C. Xiaokuan ; Hong, J.X. ; Zhou, Z.G. ; Tong, Mei Song ; Chew, W.C.
Author_Institution :
Dept. of Electron. Sci. & Technol., Tongji Univ., Shanghai, China
Abstract :
In the reconstruction of dielectric objects by integral equation approach (IEA), the forward scattering integral equation (FSIE) and the inverse scattering integral equation (ISIE) are alternatively solved in the frame of distorted Born iterative method (DBIM) or its variations. In this work, we consider the reconstruction under a limited observation which is more practical. We use a DBIM-like Gauss-Newton minimization approach (GNMA) incorporated with a multiplicative regularization method (MRM) and a line search method (LSM) to solve the ISIE and the inversion quality of scattering data can be enhanced. The numerical example for reconstructing a two-dimensional (2D) dielectric object is presented to illustrate the inversion approach.
Keywords :
Gaussian processes; Newton method; image reconstruction; integral equations; iterative methods; Gauss-Newton minimization; dielectric objects reconstruction; distorted Born iterative method; forward scattering integral equation; inverse scattering integral equation; line search method; multiplicative regularization method; Dielectrics; Image reconstruction; Imaging; Permittivity; Permittivity measurement; Pollution measurement; Scattering;
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.2014.6905307