An iterative Newton-Raphson method to solve the inverse admittivity problem

被引:26
|
作者
Edic, PM
Isaacson, D
Saulnier, GJ
Jain, H
Newell, JC
机构
[1] GE, Corp Res & Dev, Schenectady, NY 12309 USA
[2] Rensselaer Polytech Inst, Dept Math Sci, Troy, NY 12180 USA
[3] Rensselaer Polytech Inst, Dept Elect & Comp Syst Engn, Troy, NY 12180 USA
[4] Epic Syst Corp, Madison, WI 53711 USA
[5] Rensselaer Polytech Inst, Dept Biomed Engn, Troy, NY 12180 USA
关键词
conductivity; impedance imaging; iterative reconstruction methods; least-squares reconstruction methods; permittivity;
D O I
10.1109/10.686798
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
By applying electrical currents to the exterior of a body using electrodes and measuring the voltages developed on these electrodes, it is possible to reconstruct the electrical properties inside the body. This technique is known as electrical impedance tomography, The problem is nonlinear and ill conditioned meaning that a large perturbation in the electrical properties far away from the electrodes produces a small voltage change on the boundary of the body, This paper describes an iterative reconstruction algorithm that yields approximate solutions of the inverse admittivity problem in two dimensions. By performing multiple iterations, errors in the conductivity and permittivity reconstructions that result from a linearized solution to the problem are decreased. A finite-element forward-solver, which predicts voltages on the boundary of the body given knowledge of the applied current on the boundary and the electrical properties within the body, is required at each step of the reconstruction algorithm. Reconstructions generated from numerical data are presented that demonstrate the capabilities of this algorithm.
引用
收藏
页码:899 / 908
页数:10
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