Detection of cavities using the method of fundamental solutions

The determination of the boundary of a cavity, defined here as a perfectly insulated inclusion, within a conducting medium from a single voltage and current flux measurements on the accessible boundary of the medium, can be modelled as an inverse boundary value problem for harmonic functions. We pro...

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Published in:Inverse problems in science and engineering Vol. 17; no. 6; pp. 803 - 820
Main Authors: Karageorghis, A., Lesnic, D.
Format: Journal Article
Language:English
Published: Taylor & Francis 01.01.2009
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ISSN:1741-5977, 1741-5985
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Abstract The determination of the boundary of a cavity, defined here as a perfectly insulated inclusion, within a conducting medium from a single voltage and current flux measurements on the accessible boundary of the medium, can be modelled as an inverse boundary value problem for harmonic functions. We propose a novel numerical solution method for this inverse problem based on the method of fundamental solutions. The algorithm for imaging the interior of the medium also makes use of radial polar parametrization of the unknown cavity shape in two dimensions (or spherical parametrization in three dimensions). This discretization yields a highly non-linear and ill-conditioned system of equations. The system is recast as a non-linear least-squares problem with penalty regularizing terms included in order to improve the stability of the numerical solution with respect to random noise introduced in the measured error-contaminated input data. The feasibility of this new method is illustrated by some numerical examples.
AbstractList The determination of the boundary of a cavity, defined here as a perfectly insulated inclusion, within a conducting medium from a single voltage and current flux measurements on the accessible boundary of the medium, can be modelled as an inverse boundary value problem for harmonic functions. We propose a novel numerical solution method for this inverse problem based on the method of fundamental solutions. The algorithm for imaging the interior of the medium also makes use of radial polar parametrization of the unknown cavity shape in two dimensions (or spherical parametrization in three dimensions). This discretization yields a highly non-linear and ill-conditioned system of equations. The system is recast as a non-linear least-squares problem with penalty regularizing terms included in order to improve the stability of the numerical solution with respect to random noise introduced in the measured error-contaminated input data. The feasibility of this new method is illustrated by some numerical examples.
Author Lesnic, D.
Karageorghis, A.
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  fullname: Lesnic, D.
  organization: Department of Applied Mathematics, University of Leeds
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SubjectTerms cavity detection
inverse problem
method of fundamental solutions
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Title Detection of cavities using the method of fundamental solutions
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