DocumentCode :
1049830
Title :
An efficient forward solver in electrical impedance tomography by spectral element method
Author :
Lim, Kim Hwa ; Lee, Joon-Ho ; Ye, Gang ; Liu, Qing Huo
Author_Institution :
Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC
Volume :
25
Issue :
8
fYear :
2006
Firstpage :
1044
Lastpage :
1051
Abstract :
In electrical impedance tomography (EIT), a forward solver capable of predicting the voltages on electrodes for a given conductivity distribution is essential for reconstruction. The EIT forward solver is normally based on the conventional finite element method (FEM). One of the major problems of three-dimensional (3-D) EIT is its high demand in computing power and memory since high precision is required for obtaining a small secondary field which is typical for a small anomaly. This accuracy requirement is also set by the level of noise in the real data; although currently the noise level is still an issue, future EIT systems should significantly reduce the noise level to be capable of detecting very small anomalies. To accurately simulate the forward solution with the FEM, a mesh with large number of nodes and elements is usually needed. To overcome this problem, we proposed the spectral element method (SEM) for EIT forward problem. With the introduction of SEM, a smaller number of nodes and hence less computational time and memory are needed to achieve the same or better accuracy in the forward solution than the FEM. Numerical results demonstrate the efficiency of the SEM in 3-D EIT simulation
Keywords :
bioelectric potentials; biomedical electrodes; electric impedance imaging; image reconstruction; medical image processing; mesh generation; conductivity distribution; electrical impedance tomography; electrodes; finite element method; forward solver; image reconstruction; mesh; noise level; spectral element method; voltages; Computational modeling; Conductivity; Electrodes; Finite element methods; Impedance; Noise level; Noise reduction; Numerical analysis; Tomography; Voltage; Electrical impedance tomography (EIT); finite element method (FEM); forward solver; spectral element method (SEM);
fLanguage :
English
Journal_Title :
Medical Imaging, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0062
Type :
jour
DOI :
10.1109/TMI.2006.876143
Filename :
1661699
Link To Document :
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