A high order discontinuous Galerkin method for the recovery of the conductivity in Electrical Impedance Tomography

被引:6
|
作者
Li, Xiaosheng [1 ]
Wang, Wei [1 ]
机构
[1] Florida Int Univ, Dept Math & Stat, Miami, FL 33199 USA
关键词
Inverse problem; Electrical Impedance Tomography; Discontinuous Galerkin method; Dirichlet-to-Neumann map; FINITE-ELEMENT-METHOD; RECONSTRUCTION ALGORITHM; GLOBAL UNIQUENESS; ELLIPTIC PROBLEMS; CONVERGENCE; STABILITY; 2D;
D O I
10.1016/j.cam.2023.115344
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this work, we develop an efficient high order discontinuous Galerkin (DG) method for solving the Electrical Impedance Tomography (EIT). EIT is a highly nonlinear ill-posed inverse problem where the interior conductivity of an object is recovered from the surface measurements of voltage and current flux. We first propose a new optimization problem based on the recovery of the conductivity from the Dirichlet-to-Neumann map to minimize the mismatch between the predicted current and the measured current on the boundary. And we further prove the existence of the minimizer. Numerically the optimization problem is solved by a third order DG method with quadratic polynomials. Numerical results for several two-dimensional problems with both single and multiple inclusions are demonstrated to show the high accuracy and efficiency of the proposed high order DG method. Analysis and computation for discontinuous conductivities are also studied in this work.& COPY; 2023 Elsevier B.V. All rights reserved.
引用
收藏
页数:20
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