• DocumentCode
    158174
  • Title

    Analysis of the electrical impedance tomography algorithm based on finite element method and Tikhonov regularization

  • Author

    Lin Lu ; Lili Liu ; Chun Hu

  • Author_Institution
    Sch. of Biomed. Eng., Shanghai Jiao Tong Univ., Shanghai, China
  • fYear
    2014
  • fDate
    13-16 July 2014
  • Firstpage
    36
  • Lastpage
    42
  • Abstract
    Electrical impedance tomography is able to estimate the electrical properties at the interior of a biological tissue from voltage and current measurement data on its boundary. It can be used to achieve functional imaging of tissues. Electrical impedance tomography is composed of a forward problem and an inverse problem. In this paper, a two-dimensional model of electrical impedance tomography is built first. Then, a finite element subdivision of target area is realized to establish finite element equations of forward problem. In consideration of the uncertainty of inverse problem, a Tikhonov regularization method is performed and Gauss-Newton iteration method is adopted to get stable solution. Several simulation experiments are carried out to evaluate the performance of the image reconstruction algorithm based on finite element method and Tikhonov regularization. Results indicate that the reconstructed images already have the ability to show the impedance distribution.
  • Keywords
    biological tissues; electric impedance imaging; finite element analysis; image reconstruction; iterative methods; medical image processing; Gauss-Newton iteration method; Tikhonov regularization; biological tissue; current measurement; electrical impedance tomography algorithm; electrical properties; finite element equations; finite element method; finite element subdivision; image reconstruction algorithm; images reconstruction; impedance distribution; tissues imaging; voltage measurement; Electrodes; Finite element analysis; Image reconstruction; Impedance; Inverse problems; Mathematical model; Tomography; Electrical impedance tomography (EIT); Finite element method (FEM); Forward problem; Inverse problem; Tikhonov regularization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Analysis and Pattern Recognition (ICWAPR), 2014 International Conference on
  • Conference_Location
    Lanzhou
  • ISSN
    2158-5695
  • Print_ISBN
    978-1-4799-4212-1
  • Type

    conf

  • DOI
    10.1109/ICWAPR.2014.6961287
  • Filename
    6961287