BROYDEN QUASI-NEWTON METHOD APPLIED TO ELECTRICAL-IMPEDANCE TOMOGRAPHY

被引:7
|
作者
ARTOLA, J
DELL, J
机构
[1] Computer Systems Engineering Group, Department of Electronics, University of York, York
关键词
COMPUTERIZED TOMOGRAPHY;
D O I
10.1049/el:19940060
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A two dimensional electrical impedance tomography reconstruction algorithm based on a quasi-Newton method is presented. The algorithm is particularly fast: each iteration, which includes solving the forward problem and updating the inverse of the Jacobian matrix, takes on average 0.11s on a 25MHz 68040 based NeXT workstation. The average number of iterations required for accurate image reconstruction has been found to be 20.
引用
收藏
页码:27 / 28
页数:2
相关论文
共 50 条
  • [1] A broyden trust region quasi-Newton method for nonlinear equations
    Zeng, Meilan
    Fu, Hongwei
    [J]. IAENG International Journal of Computer Science, 2019, 46 (03): : 1 - 5
  • [2] A modified Broyden-like quasi-Newton method for nonlinear equations
    Zhou, Weijun
    Zhang, Li
    [J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2020, 372
  • [3] Quasi-Newton algorithm for electrical impedance tomography - a switch algorithm based on modified Bk
    [J]. 2000, Beijing Inst Heart Lung Blood Vessel Dis, Beijing, China (19):
  • [4] A SENSITIVITY METHOD FOR ELECTRICAL-IMPEDANCE TOMOGRAPHY
    BARBER, DC
    [J]. CLINICAL PHYSICS AND PHYSIOLOGICAL MEASUREMENT, 1989, 10 (04): : 368 - 370
  • [5] A BROYDEN CLASS OF QUASI-NEWTON METHODS FOR RIEMANNIAN OPTIMIZATION
    Huang, Wen
    Gallivan, K. A.
    Absil, P. -A.
    [J]. SIAM JOURNAL ON OPTIMIZATION, 2015, 25 (03) : 1660 - 1685
  • [6] On the effect of nonlinearity and Jacobian initialization on the convergence of the generalized Broyden quasi-Newton method
    Demeester, Toon
    Delaisse, Nicolas
    van Brummelen, E. Harald
    Haelterman, Rob
    Degroote, Joris
    [J]. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2022, 123 (17) : 4054 - 4072
  • [7] Quasi-Newton Acceleration of EM and MM Algorithms via Broyden's Method
    Agarwal, Medha
    Xu, Jason
    [J]. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2024, 33 (02) : 393 - 406
  • [8] ELECTRICAL-IMPEDANCE TOMOGRAPHY
    不详
    [J]. SEMAINE DES HOPITAUX, 1993, 69 (28): : 855 - 855
  • [9] ON THE SENSITIVITY METHOD OF RECONSTRUCTION FOR ELECTRICAL-IMPEDANCE TOMOGRAPHY
    GADD, R
    RECORD, PM
    ROLFE, P
    [J]. CLINICAL PHYSICS AND PHYSIOLOGICAL MEASUREMENT, 1990, 11 (02): : 180 - 181
  • [10] Compact representation of the full Broyden class of quasi-Newton updates
    DeGuchy, Omar
    Erway, Jennifer B.
    Marcia, Roummel F.
    [J]. NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2018, 25 (05)