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
相关论文
共 50 条
  • [21] AN OPTICAL TOMOGRAPHY RECONSTRUCTION ALGORITHM WITH THE DISCONTINUOUS GALERKIN METHOD
    Balima, Olivier
    Favennec, Yann
    Boulanger, Joan
    Charette, Andre
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2011, VOL 4, PTS A AND B, 2012, : 1001 - 1010
  • [22] Reconstruction algorithm based on stochastic Galerkin finite element method for electrical impedance tomography
    Hakula, Harri
    Hyvonen, Nuutti
    Leinonen, Matti
    INVERSE PROBLEMS, 2014, 30 (06)
  • [23] A very high order discontinuous Galerkin method for the numerical solution of stiff DDEs
    Fortin, A.
    Yakoubi, D.
    APPLIED MATHEMATICS AND COMPUTATION, 2023, 443
  • [24] A High Order Discontinuous Galerkin Method Based RANS Turbulence Framework for OpenFOAM
    Xu, Liyang
    Tang, Yuhua
    Xu, Xinhai
    Feng, Yongquan
    Guo, Yunrui
    PROCEEDINGS OF 2017 2ND INTERNATIONAL CONFERENCE ON COMMUNICATION AND INFORMATION SYSTEMS (ICCIS 2017), 2015, : 404 - 408
  • [25] High-order Discontinuous Galerkin Method for Solving Elliptic Interface Problems
    Chen, Min-Hung
    Wu, Rong-Jhao
    TAIWANESE JOURNAL OF MATHEMATICS, 2016, 20 (05): : 1185 - 1202
  • [26] A high-order moment limiter for the discontinuous Galerkin method on triangular meshes
    Dutt, Krishna
    Krivodonova, Lilia
    JOURNAL OF COMPUTATIONAL PHYSICS, 2021, 433
  • [27] A scalable high-order discontinuous galerkin method for global atmospheric modeling†
    Scientific Computing Division, National Center for Atmospheric Research , 1850 Table Mesa Drive, Boulder CO 80305, United States
    Parallel Computational Fluid Dynamics 2006, 2007, : 215 - 222
  • [28] High order discontinuous Galerkin method for simulating miscible flooding in porous media
    Jizhou Li
    Beatrice Riviere
    Computational Geosciences, 2015, 19 : 1251 - 1268
  • [29] An improvement of classical slope limiters for high-order discontinuous Galerkin method
    Ghostine, R.
    Kesserwani, G.
    Mose, R.
    Vazquez, J.
    Ghenaim, A.
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS, 2009, 59 (04) : 423 - 442
  • [30] A high-order hybridizable discontinuous Galerkin method for elliptic interface problems
    Huynh, L. N. T.
    Nguyen, N. C.
    Peraire, J.
    Khoo, B. C.
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2013, 93 (02) : 183 - 200