Title :
A new 2-D image reconstruction algorithm based on FDTD and design sensitivity analysis
Author :
Kang, No-Weon ; Chung, Young-Seek ; Cheon, Changyul ; Jung, Hyun-Kyo
Author_Institution :
Sch. of Electr. Eng., & Comput. Sci., Seoul Nat. Univ., South Korea
fDate :
12/1/2002 12:00:00 AM
Abstract :
This paper proposes a numerical algorithm that reconstructs the complex permittivity profile of unknown scatterers by the design sensitivity analysis (DSA) and topology optimization technique. By introducing the DSA and adjoint-variable method, the derivatives of the error function with respect to the complex permittivity variables can be calculated, and the material property in each cell can be changed simultaneously using sensitivity information. The steepest descent method is used as an optimization technique. The proposed method is validated by applying it to reconstructions of unknown two-dimensional scatterers that are illuminated by TMz with a Gaussian-pulsed plane wave.
Keywords :
electromagnetic wave scattering; finite difference time-domain analysis; gradient methods; image reconstruction; inverse problems; permittivity; sensitivity analysis; 2D image reconstruction; FDTD; Gaussian pulsed plane wave; adjoint-variable method; complex permittivity; design sensitivity analysis; error function; inverse problem; numerical algorithm; steepest descent method; topology optimization; two-dimensional scatterer; Algorithm design and analysis; Design optimization; Finite difference methods; Image reconstruction; Material properties; Permittivity; Scattering; Sensitivity analysis; Time domain analysis; Topology;
Journal_Title :
Microwave Theory and Techniques, IEEE Transactions on
DOI :
10.1109/TMTT.2002.805294