The application of the generalized vector sample pattern matching method for EIT image reconstruction

被引:7
作者
Dong, GY [1 ]
Bayford, RH
Gao, SK
Saito, Y
Yerworth, R
Holder, D
Yan, WL
机构
[1] Tsinghua Univ, Inst Biomed Engn, Beijing 100084, Peoples R China
[2] Hebei Univ Technol, Dept Elect Engn, Tianjin 300130, Peoples R China
[3] Middlesex Univ, London N19 3UA, England
[4] Middlesex Hosp, Dept Clin Neurophysiol, London W1T 8AA, England
[5] Hosei Univ, Grad Sch Engn, Koganei, Tokyo 1848584, Japan
关键词
electrical impedance tomography (EIT); generalized vector sample pattern matching (GVSPM) method; finite volume method (FVM);
D O I
10.1088/0967-3334/24/2/356
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
This paper presents a new application of a generalized vector sample pattern matching (GVSPM) method for image reconstruction of conductivity changes in electrical impedance tomography. GVSPM is an iterative method for linear inverse problems. The key concept of the GVSPM is that the objective function is defined in terms of an angular component between the inner product of the known vector and solution of a system of equations. Comparisons are presented between images of simulated and experimental data, reconstructed using truncated singular value decomposition and GVSPM. In both cases, a normalized sensitivity matrix is constructed using the finite volume method to solve the forward problem.
引用
收藏
页码:449 / 466
页数:18
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