Electrical Impedance Tomography Based on Direct Search Method

被引:0
|
作者
蔡畅
严壮志
机构
[1] Department of Intelligent Mechanical Systems, Kagawa University, Japan ,School of Communication and Information Engineering, Shanghai University, Shanghai 200072, P.R. China
[2] School of Communication and Information Engineering, Shanghai University, Shanghai 200072, P.R. China
关键词
direct searching method (DSM); electrical impedance tomography (EIT); inverse problem;
D O I
暂无
中图分类号
TH774 [医用放射线设备];
学科分类号
1004 ;
摘要
Solution to impedance distribution in electrical impedance tomography (EIT) is an ill-posed nonlinear inverse problem. It is especially difficult to reconstruct an EIT image in the center area of a measured object. Tikhonov regularization with some prior information is a sound regularization method for static electrical impedance tomography under the condition that some true impedance distribution information is known a priori. This paper presents a direct search method (DSM) as pretreatment of image reconstruction through which one not only can construct a regularization matrix which may locate in areas of impedance change, but also can obtain an initial impedance distribution more similar to the true impedance distribution, as well as better current modes which can better distinguish the initial distribution and the true distribution. Simulation results indicate that, by using DSM, resolution in the center area of the measured object can be improved significantly.
引用
收藏
页码:432 / 436
页数:5
相关论文
共 50 条
  • [1] A direct sampling method for electrical impedance tomography
    Chow, Yat Tin
    Ito, Kazufumi
    Zou, Jun
    [J]. INVERSE PROBLEMS, 2014, 30 (09)
  • [2] A direct reconstruction method for anisotropic electrical impedance tomography
    Hamilton, S. J.
    Lassas, M.
    Siltanen, S.
    [J]. INVERSE PROBLEMS, 2014, 30 (07)
  • [3] DIRECT ELECTRICAL IMPEDANCE TOMOGRAPHY FOR NONSMOOTH CONDUCTIVITIES
    Astala, Kari
    Mueller, Jennifer L.
    Paivarinta, Lassi
    Peramaki, Allan
    Siltanen, Samuli
    [J]. INVERSE PROBLEMS AND IMAGING, 2011, 5 (03) : 531 - 549
  • [4] A direct reconstruction algorithm for electrical impedance tomography
    Mueller, JL
    Siltanen, S
    Isaacson, D
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2002, 21 (06) : 555 - 559
  • [5] An Algorithm Design for Electrical Impedance Tomography Based on Levenberg Method
    Zhou, Mingyong
    Lu, Xin
    [J]. RECENT DEVELOPMENTS IN INTELLIGENT SYSTEMS AND INTERACTIVE APPLICATIONS (IISA2016), 2017, 541 : 110 - 113
  • [6] Electrical impedance tomography method based on V-ResNet
    Fu, Rong
    Zhang, Xinyu
    Wang, Zichen
    Wang, Di
    Chen, Xiaoyan
    [J]. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2021, 42 (09): : 279 - 287
  • [7] A direct method for acoustic impedance measurement based on the measurement of electrical impedance of acoustic transmitter
    Ahadi, Majid
    Bakhtiar, Mehrdad Sharif
    [J]. APPLIED ACOUSTICS, 2014, 77 : 76 - 81
  • [8] A new regularization algorithm based on the neighborhood method for electrical impedance tomography
    Xu, Yanbin
    Han, Bing
    Dong, Feng
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 2018, 29 (08)
  • [9] A neural network based method for the inverse problem of electrical impedance tomography
    Acharya, S
    Taylor, BC
    [J]. PROCEEDINGS OF THE IEEE 30TH ANNUAL NORTHEAST BIOENGINEERING CONFERENCE, 2004, : 55 - 56
  • [10] An Image Evaluation Method for Electrical Impedance Tomography Based on Gradient Error
    Lv Jinghua
    Gong Weiyan
    Wang Yan
    Ren Chaoshi
    [J]. 2009 3RD INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11, 2009, : 2419 - +