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An analysis of finite element approximation in electrical impedance tomography. (English) Zbl 1288.78033

Summary: We present a finite element analysis of electrical impedance tomography for reconstructing the conductivity distribution from electrode voltage measurements by means of Tikhonov regularization. Two popular choices of the penalty term, i.e., the \( H^{1}(\Omega)\)-norm smoothness penalty and total variation seminorm penalty, are considered. A piecewise linear finite element method is employed for discretizing the forward model, i.e., the complete electrode model, the conductivity, and the penalty functional. The convergence of the finite element approximations for the Tikhonov model on both polyhedral and smooth curved domains is established. This provides rigorous justifications for the ad hoc discretization procedures. Numerical experiments confirm the convergence analysis.

MSC:

78M10 Finite element, Galerkin and related methods applied to problems in optics and electromagnetic theory
65J20 Numerical solutions of ill-posed problems in abstract spaces; regularization
65M32 Numerical methods for inverse problems for initial value and initial-boundary value problems involving PDEs
65M60 Finite element, Rayleigh-Ritz and Galerkin methods for initial value and initial-boundary value problems involving PDEs
78A46 Inverse problems (including inverse scattering) in optics and electromagnetic theory