Nonstationary electrical impedance tomography with the interacting multiple model scheme

Measurement Science and Technology

Volumn 15, Issue 10, 2004, Pages 2113-2123

  Kim, Bong Seok ^a   Kim, Min Chan ^a   Kim, Sin ^a   Kim, Kyung Youn ^a  

^a Jeju National University   (South Korea)

Author keywords

Electrical impedance tomography; Interacting multiple model; Kinematic model

Indexed keywords

COMPUTER SIMULATION; ELECTRIC CONDUCTIVITY; ELECTRIC CURRENTS; ELECTRIC POTENTIAL; IMAGING TECHNIQUES; KINEMATICS;

IMAGING MODALITY; INJECTED CURRENTS; TIME-VARYING RESISTIVITY;

ELECTRIC IMPEDANCE TOMOGRAPHY;

KINEMATICS;

EID: 5644302439     PISSN: 09570233     EISSN: None     Source Type: Journal    
DOI: 10.1088/0957-0233/15/10/022     Document Type: Article

References (24)

1. Bar-Shalom Y and Li X R 1993 Estimation and Tracking: Principles, Techniques, and Softwares (London: Artech House)
2. Ceccio S L and George D L 1996 Review of electrical impedance techniques for the measurement of multiphase flows J. Fluids Eng. 118 391-9
3. Cheney M, Isaacson D and Newell J C 1999 Electrical impedance tomography SIAM Rev. 41 85-101
4. Cheney M, Isaacson D, Newell J C, Smike S and Goble J 1990 NOSER: an algorithm for solving the inverse conductivity problem Int. J. Imaging Syst. Technol. 2 65-75
5. Gelb A 1974 Applied Optimal Estimation (Cambridge, MA: The MIT Press)
6. Grewal M S and Andrews A P 1993 Kalman Filtering: Theory and Practice (Englewood Cliff, NJ: Prentice Hall)
7. Hua P, Woo E J, Webster J G and Tompkins W J 1991 Iterative reconstruction methods using regularization and optimal current patterns in electrical impedance tomography IEEE Trans. Med. Imaging 10 621-8
8. Kim K Y, Kang S I, Kim M C, Kim S, Lee Y J and Vauhkonen M 2002 Dynamic image reconstruction in electrical impedance tomography with known internal structures IEEE Trans. Magn. 38 1301-4
9. Kim K Y, Kang S I, Kim M C, Kim S, Lee Y J and Vauhkonen M 2003 Dynamic imaging in electrical impedance tomography with known internal structures Inverse Problems Eng. 11 1-19
10. Kim K Y, Kim B S, Kim M C, Lee Y J and Vauhkonen M 2001 Image reconstruction in time-varying electrical impedance tomography based on the extended Kalman filter Meas. Sci. Technol. 12 1032-9
11. Kim M C, Lee K J, Kim S and Kim K Y 2004 Improvement of the electrical impedance tomographic image for the two-phase system with adaptive element grouping technique Meas. Sci. Technol. 15 1391-401
12. Kolehmainen V, Voutilainen A and Kaipio J P 2001 Estimation of non-stationary region boundaries in EIT - state estimation approach Inverse Problems 17 1937-56
13. Mazor E, Averbuch A, Bar-Shalom Y and Dayan J 1998 Interacting multiple model methods in target tracking IEEE Trans. AES 34 103-23
14. Seppanen A, Vauhkonen M, Somersalo E and Kaipio J P 2001a State space models in process tomography - approximation of state noise covariance Inverse Problems Eng. 9 561-85
15. Seppanen A, Vauhkonen M, Vauhkonen P J, Somersalo E and Kaipio J P 2001b State estimation with fluid dynamical evolution models in process tomography - an application to impedance tomography Inverse Problems 17 467-84
16. Smith R W M, Freeston I L and Brown B H 1995 A real-time electrical impedance tomography system for clinical use - design and preliminary results IEEE Trans. Biomed. Eng. 42 133-40
17. Somersalo E, Cheney M and Isaacson D 1992 Existence and uniqueness for electrode models for electric current computed tomography SIAM J. Appl. Math. 52 1023-40
18. Vauhkonen M 1997 Electrical impedance tomography and prior information PhD Thesis University of Kuopio, Finland online at http://venda.uku.fi/~mvauhkon/
19. Vauhkonen M, Karjalainen P A and Kaipio J P 1998 A Kalman filter approach to track fast impedance changes in electrical impedance tomography IEEE Trans. Biomed. Eng. 45 486-93
20. Vauhkonen M, Vadasz D, Karjalainen P A, Somersalo E and Kaipio J P 1998 Tikhonov regularization and prior information in electrical impedance tomography IEEE Trans. Med. Imaging 17 285-93
21. Vauhkonen P J, Vauhkonen M, Makinen T, Karjalainen P A and Kaipio J P 2000 Dynamic electrical impedance tomography - phantom studies Inverse Problems Eng. 8 495-510
22. Webster J G 1990 Electrical Impedance Tomography (Bristol: Adam Hilger)
23. Williams R A and Beck M S 1995 Process Tomography: Principles, Techniques and Applications (Oxford: Butterworth-Heinemann)
24. Yorkey T J, Webster J G and Tompkins W J 1987 Comparing reconstruction algorithms for electrical impedance tomography IEEE Trans. Biomed. Eng. 34 843-52