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An Efficient Reconstruction Algorithm for Diffraction Tomography
Haruyuki HARADA Takashi TAKENAKA Mitsuru TANAKA
Publication
IEICE TRANSACTIONS on Electronics
Vol.E75C
No.11
pp.13871394 Publication Date: 1992/11/25 Online ISSN:
DOI: Print ISSN: 09168516 Type of Manuscript: PAPER Category: Electromagnetic Theory Keyword: diffraction tomography, modified NewtonKantorovich method, iterative reconstruction algorithm, inverse scattering problem, electromagnetic theory,
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Summary:
An efficient reconstruction algorithm for diffraction tomography based on the modified NewtonKantorovich method is presented and numerically studies. With the Fréchet derivative obtained for the Helmholtz equation, one can derive an iterative formula for getting an object function, which is a function of refractive index of a scatterer. Setting an initial guess of the object function to zero, the pth estimate of the function is obtained by performing the inverse Fourier transform of its spectrum. Since the spectrum is bandlimited within a lowfrequency band, the algorithm does not require usual regularization techniques to circumvent illposedness of the problem. For numerical calculation of the direct scattering problem, the moment method and the FFTCG method are utilized. Computer simulations are made for lossless and homogeneous dielectric circular cylinders of various radii and refractive indices. In the iteration process of image reconstruction, the imaginary part of the object function is set to zero with a priori knowledge of the lossless scatterer. Then the convergence behavior of the algorithm remarkably gets improved. From the simulated results, it is seen that the algorithm provides highquality reconstructed images even for cases where the firstorder Born approximation breaks down. Furthermore, the results demonstrate fast convergence properties of the iterative procedure. In particular, we can successfully reconstruct the cylinder of radius 1 wavelength and refractive index that differs by 10% from the surrounding medium. The proposed algorithm is also effective for an object of larger radius.

