RECOVERING CONDUCTIVITY AT THE BOUNDARY IN THREE-DIMENSIONAL ELECTRICAL IMPEDANCE TOMOGRAPHY

被引:2
作者
Nakamura, Gen [1 ]
Ronkanen, Paivi [2 ]
Siltanen, Samuli [3 ]
Tanuma, Kazumi [4 ]
机构
[1] Hokkaido Univ, Grad Sch Sci, Sapporo, Hokkaido 0600810, Japan
[2] Univ Eastern Finland, Dept Math & Phys, FIN-70211 Kuopio, Finland
[3] Univ Helsinki, Dept Math & Stat, FI-00014 Helsinki, Finland
[4] Gunma Univ, Dept Math, Grad Sch Engn, Kiryu, Gunma 3768515, Japan
基金
芬兰科学院;
关键词
Electrical impedance tomography; boundary determination; localized Dirichlet to Neumann map; inverse conductivity problem; GLOBAL UNIQUENESS; FACTORIZATION METHOD; DIRICHLET;
D O I
10.3934/ipi.2011.5.485
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The aim of electrical impedance tomography (EIT) is to reconstruct the conductivity values inside a conductive object from electric measurements performed at the boundary of the object. EIT has applications in medical imaging, nondestructive testing, geological remote sensing and subsurface monitoring. Recovering the conductivity and its normal derivative at the boundary is a preliminary step in many EIT algorithms; Nakamura and Tanuma introduced formulae for recovering them approximately from localized voltage-to-current measurements in [Recent Development in Theories & Numerics, International Conference on Inverse Problems 2003]. The present study extends that work both theoretically and computationally. As a theoretical contribution, reconstruction formulas are proved in a more general setting. On the computational side, numerical implementation of the reconstruction formulae is presented in three-dimensional cylindrical geometry. These experiments, based on simulated noisy EIT data, suggest that the conductivity at the boundary can be recovered with reasonable accuracy using practically realizable measurements. Further, the normal derivative of the conductivity can also be recovered in a similar fashion if measurements from a homogeneous conductor (dummy load) are available for use in a calibration step.
引用
收藏
页码:485 / 510
页数:26
相关论文
共 52 条
[1]   Impedance imaging of lung ventilation: Do we need to account for chest expansion? [J].
Adler, A ;
Guardo, R ;
Berthiaume, Y .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1996, 43 (04) :414-420
[2]   SINGULAR SOLUTIONS OF ELLIPTIC-EQUATIONS AND THE DETERMINATION OF CONDUCTIVITY BY BOUNDARY MEASUREMENTS [J].
ALESSANDRINI, G .
JOURNAL OF DIFFERENTIAL EQUATIONS, 1990, 84 (02) :252-272
[3]   Calderon's inverse conductivity problem in the plane [J].
Astala, Kari ;
Paivarinta, Lassi .
ANNALS OF MATHEMATICS, 2006, 163 (01) :265-299
[4]  
Bikowski J., 2008, THESIS COLORADO STAT
[5]  
Blue R., 1997, THESIS RPI TROY
[6]   Electrical impedance tomography [J].
Borcea, L .
INVERSE PROBLEMS, 2002, 18 (06) :R99-R136
[7]   Optimal finite difference grids for direct and inverse Sturm-Liouville problems [J].
Borcea, L ;
Druskin, V .
INVERSE PROBLEMS, 2002, 18 (04) :979-1001
[8]  
Boverman G., 2008, EL IMP TOM C HAN NEW
[9]  
BROWN R, 2003, J FOURIER ANAL APPL, V9, P1049
[10]  
Brown R. M., 2001, Journal of Inverse and ILL-Posed Problems, V9, P567