CONJUGATE-GRADIENT METHOD APPLIED TO INVERSE SCATTERING PROBLEM

被引:141
作者
HARADA, H
WALL, DJN
TAKENAKA, T
TANAKA, M
机构
[1] UNIV CANTERBURY,DEPT MATH & STAT,CHRISTCHURCH 1,NEW ZEALAND
[2] NAGASAKI UNIV,DEPT ELECT ENGN & COMP SCI,NAGASAKI 852,JAPAN
[3] OITA UNIV,FAC ENGN,DEPT ELECT & ELECTR ENGN,OITA 87011,JAPAN
关键词
D O I
10.1109/8.402197
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a new reconstruction algorithm for diffraction tomography is presented. The algorithm is based on the minimization of a functional which is defined as the norm of the discrepancy between the measured scattering amplitude and the calculated one for an estimated object function. By using the conjugate gradient method to minimize the functional, one can derive an iterative formula for getting the object function, Numerical results for some two-dimensional scatterers show that the algorithm is very effective in reconstructing refractive index distributions to which the first-order Born approximation can not be applied, In addition, the number of iterations is reduced by using a priori information about the outer boundary of the objects, Furthermore, our method is not so sensitive to the presence of noise in the scattered field data.
引用
收藏
页码:784 / 792
页数:9
相关论文
共 12 条
[1]   NUMERICAL-SOLUTION TO 3-DIMENSIONAL INVERSE SCATTERING FOR DIELECTRIC RECONSTRUCTION PURPOSES [J].
CAORSI, S ;
GRAGNANI, GL ;
PASTORINO, M .
IEE PROCEEDINGS-H MICROWAVES ANTENNAS AND PROPAGATION, 1992, 139 (01) :45-52
[2]   A MULTIVIEW MICROWAVE IMAGING-SYSTEM FOR 2-DIMENSIONAL PENETRABLE OBJECTS [J].
CAORSI, S ;
GRAGNANI, GL ;
PASTORINO, M .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 1991, 39 (05) :845-851
[3]   RECONSTRUCTION OF 2-DIMENSIONAL PERMITTIVITY DISTRIBUTION USING THE DISTORTED BORN ITERATIVE METHOD [J].
CHEW, WC ;
WANG, YM .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1990, 9 (02) :218-225
[4]   ON FRECHET DIFFERENTIABILITY OF SOME NONLINEAR OPERATORS OCCURRING IN INVERSE PROBLEMS - AN IMPLICIT FUNCTION THEOREM APPROACH [J].
CONNOLLY, TJ ;
WALL, DJN .
INVERSE PROBLEMS, 1990, 6 (06) :949-966
[5]  
Jacoby S.L.S., 1977, ITERATIVE METHODS NO
[6]   INVERSE SCATTERING - AN ITERATIVE NUMERICAL-METHOD FOR ELECTROMAGNETIC IMAGING [J].
JOACHIMOWICZ, N ;
PICHOT, C ;
HUGONIN, JP .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1991, 39 (12) :1742-1752
[7]  
Kak AC, 1988, PRINCIPLES COMPUTERI, P203
[8]   A MODIFIED GRADIENT-METHOD FOR 2-DIMENSIONAL PROBLEMS IN TOMOGRAPHY [J].
KLEINMAN, RE ;
VANDENBERG, PM .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 1992, 42 (01) :17-35
[9]  
LIN JH, 1993, JUN IEEE AP S INT S, P500
[10]   ON A SIMPLE DIFFRACTION TOMOGRAPHY TECHNIQUE BASED ON A MODIFIED NEWTON-KANTOROVICH METHOD [J].
TAKENAKA, T ;
HARADA, H ;
TANAKA, M .
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 1992, 5 (02) :94-97