Dynamic electrical impedance tomography with known internal structures

被引:34
作者
Kim, KY
Kang, SI
Kim, MC
Kim, S
Lee, YJ
Vauhkonen, M
机构
[1] Univ Kuopio, Dept Appl Phys, FIN-70211 Kuopio, Finland
[2] Jeju Natl Univ, Dept Elect & Elect Engn, Cheju 690756, South Korea
[3] Jeju Natl Univ, Dept Chem Engn, Cheju 690756, South Korea
[4] Jeju Natl Univ, Dept Nucl & Energy Engn, Cheju 690756, South Korea
来源
INVERSE PROBLEMS IN ENGINEERING | 2003年 / 11卷 / 01期
基金
芬兰科学院;
关键词
dynamic reconstruction; electrical impedance tomography; extended Kalman filter; internal structure; prior information; Tikhonov regularization;
D O I
10.1080/1068276021000014705
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A dynamic (time-varying) electrical impedance tomography (EIT) imaging technique is described for the cases in which a fixed internal structure and/or its resistivity are known and the resistivity distribution of the rest of the interior of the object changes rapidly within the time taken to acquire a full set of independent measurement data. The inverse problem is treated as the state estimation problem and the unknown state (resistivity) is estimated with the aid of the extended Kalman filter (EKF) in a minimum mean square error sense. In doing so, additional information for the known internal structure and/or its resistivity is incorporated into the cost functional as prior information and modified Tikhonov regularization technique is utilized. We carried out both computer simulations with synthetic data and laboratory experiment with real measurement data to illustrate the reconstruction performance of the proposed algorithm.
引用
收藏
页码:1 / 19
页数:19
相关论文
共 27 条
  • [1] [Anonymous], 1974, APPL OPTIMAL ESTIMAT
  • [2] APPLIED POTENTIAL TOMOGRAPHY
    BARBER, DC
    BROWN, BH
    [J]. JOURNAL OF PHYSICS E-SCIENTIFIC INSTRUMENTS, 1984, 17 (09): : 723 - 733
  • [3] Process tomography: A European innovation and its applications
    Beck, MS
    Williams, RA
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 1996, 7 (03) : 215 - 224
  • [4] A review of electrical impedance techniques for the measurement of multiphase flows
    Ceccio, SL
    George, DL
    [J]. JOURNAL OF FLUIDS ENGINEERING-TRANSACTIONS OF THE ASME, 1996, 118 (02): : 391 - 399
  • [5] Electrical impedance tomography
    Cheney, M
    Isaacson, D
    Newell, JC
    [J]. SIAM REVIEW, 1999, 41 (01) : 85 - 101
  • [6] ELECTRODE MODELS FOR ELECTRIC-CURRENT COMPUTED-TOMOGRAPHY
    CHENG, KS
    ISAACSON, D
    NEWELL, JC
    GISSER, DG
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1989, 36 (09) : 918 - 924
  • [7] Electrical resistance tomography for process applications
    Dickin, F
    Wang, M
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 1996, 7 (03) : 247 - 260
  • [8] Grewal M. S., 2001, KALMAN FILTERING THE, V4
  • [9] Electrical process tomography with known internal structures and resistivities
    Heikkinen, LM
    Vauhkonen, M
    Savolainen, T
    Leinonen, K
    Kaipio, JP
    [J]. INVERSE PROBLEMS IN ENGINEERING, 2001, 9 (05): : 431 - 454
  • [10] Modelling of internal structures and electrodes in electrical process tomography
    Heikkinen, LM
    Vauhkonen, M
    Savolainen, T
    Kaipio, JP
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 2001, 12 (08) : 1012 - 1019