Simultaneous Scatterer Shape Estimation and Partial Aperture Far-Field Pattern Denoising

Simultaneous Scatterer Shape Estimation and Partial Aperture Far-Field Pattern Denoising

Year:    2012

Communications in Computational Physics, Vol. 11 (2012), Iss. 2 : pp. 271–284

Abstract

We study the inverse problem of recovering the scatterer shape from the far-field pattern(FFP) in the presence of noise. Furthermore, only a discrete partial aperture is usually known. This problem is ill-posed and is frequently addressed using regularization. Instead, we propose to use a direct approach denoising the FFP using a filtering technique. The effectiveness of the technique is studied on a scatterer with the shape of the ellipse with a tower. The forward scattering problem is solved using the finite element method (FEM). The numerical FFP is additionally corrupted by Gaussian noise. The shape parameters are found based on a least-square error estimator. If ũ is a perturbation of the FFP then we attempt to find Γ, the scatterer shape, which minimizes ‖ u−ũ∞ ‖ using the conjugate gradient method for the denoised FFP.

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Journal Article Details

Publisher Name:    Global Science Press

Language:    English

DOI:    https://doi.org/10.4208/cicp.181109.011210s

Communications in Computational Physics, Vol. 11 (2012), Iss. 2 : pp. 271–284

Published online:    2012-01

AMS Subject Headings:    Global Science Press

Copyright:    COPYRIGHT: © Global Science Press

Pages:    14

Keywords:   

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