Title :
An Adjoint-Field Technique for Shape Reconstruction of 3-D Penetrable Object Immersed in Lossy Medium
Author :
El-Shenawee, Magda ; Dorn, Oliver ; Moscoso, Miguel
Author_Institution :
Dept. of Electr. Eng., Univ. of Arkansas, Fayetteville, AR
Abstract :
An inversion algorithm is presented that is based on hybridization of the adjoint scheme for calculating gradient directions with the method of moments. The goal is to reconstruct the shapes of 3D objects immersed in a lossy medium. The irregular shape of the reference object is modeled by a representation with spherical harmonics functions, whereas during the reconstruction, individual surface nodes are updated. In the adjoint scheme, gradient directions for the least squares data misfit cost functional are calculated by solving the forward problem twice in each iteration, regardless of the number of spherical harmonics parameters used in the reference model or the number of surface nodes used for the discretization of the shapes. The numerical results show that implementing the well known frequency hopping technique helps the algorithm avoid dropping in local minima.
Keywords :
gradient methods; image representation; least squares approximations; method of moments; 3D penetrable object immersion; adjoint-field technique; data misfit cost functional; frequency hopping technique; lossy medium; method of moments; shape reconstruction; spherical harmonics functions; spherical harmonics parameters; Cost function; Electromagnetic scattering; Focusing; Image reconstruction; Inverse problems; Microwave imaging; Microwave theory and techniques; Moment methods; Shape; Surface reconstruction; Adjoint scheme; inverse problem; method of moments; microwave imaging; shape reconstruction; spherical harmonics;
Journal_Title :
Antennas and Propagation, IEEE Transactions on
DOI :
10.1109/TAP.2008.2011195