D-bar method for electrical impedance tomography with discontinuous conductivities

被引:64
作者
Knudsen, Kim
Lassas, Matti
Mueller, Jennifer L.
Siltanen, Samuli
机构
[1] Aalborg Univ, Dept Math Sci, DK-9220 Aalborg, Denmark
[2] Aalto Univ, Inst Math, Helsinki 02015, Finland
[3] Colorado State Univ, Dept Math, Ft Collins, CO 80523 USA
[4] Tampere Univ Technol, Inst Math, FIN-33101 Tampere, Finland
关键词
inverse conductivity problem; electrical impedance tomography; exponentially growing solution; Faddeev's Green's function;
D O I
10.1137/060656930
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The effects of truncating the (approximate) scattering transform in the D-bar reconstruction method for two-dimensional electrical impedance tomography are studied. The method is based on the uniqueness proof of Nachman [Ann. of Math. (2), 143 ( 1996), pp. 71-96] that applies to twice differentiable conductivities. However, the reconstruction algorithm has been successfully applied to experimental data, which can be characterized as piecewise smooth conductivities. The truncation is shown to stabilize the method against measurement noise and to have a smoothing effect on the reconstructed conductivity. Thus the truncation can be interpreted as regularization of the D-bar method. Numerical reconstructions are presented demonstrating that features of discontinuous high contrast conductivities can be recovered using the D-bar method. Further, a new connection between Calderon's linearization method and the D-bar method is established, and the two methods are compared numerically and analytically.
引用
收藏
页码:893 / 913
页数:21
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