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Tikhonov regularization for electrical impedance tomography on unbounded domains

Michael Lukaschewitsch1, Peter Maass2 and Michael Pidcock3

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The mathematical analysis of geoelectric applications leads to the inverse problem of electric impedance tomography on unbounded domains. We introduce appropriate function spaces for this setting and discuss the analytic properties of the related forward operator on unbounded domains with Lipschitz boundaries. For the numerical approximation we consider Tikhonov regularization for a finite number of measurements. The main theorem states that this yields an approximation process which converges with an optimal rate to a minimum norm solution. Finally, numerical results in two and three dimensions, which are obtained from simulated, noisy data, confirm the theoretical findings.


PACS

91.25.-r Geomagnetism and paleomagnetism; geoelectricity

02.60.Cb Numerical simulation; solution of equations

02.30.Mv Approximations and expansions

02.60.Lj Ordinary and partial differential equations; boundary value problems

02.30.Zz Inverse problems

MSC

65N12 Stability and convergence of numerical methods

41A25 Rate of convergence, degree of approximation

86A25 Geo-electricity and geomagnetism (See also 76W05, 78A25)

86A22 Inverse problems (See also 35R30)

Subjects

Mathematical physics

Computational physics

Environmental and Earth science

Dates

Issue 3 (June 2003)

Received 18 October 2002, in final form 18 February 2003

Published 4 April 2003



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