Electrical capacitance volume tomography

被引:166
作者
Warsito, Warsito [1 ]
Marashdeh, Qussai
Fan, Liang-Shih
机构
[1] Univ Indonesia, Dept Phys, Depok 16424, Indonesia
[2] Ohio State Univ, Dept Elect & Comp Engn, Electrosci Lab, Columbus, OH 43210 USA
[3] Ohio State Univ, Dept Chem & Biomol Engn, Columbus, OH 43210 USA
基金
美国国家科学基金会;
关键词
3-D ECT; dynamic volume imaging; electrical capacitance volume tomography; Hopfield analog neural network;
D O I
10.1109/JSEN.2007.891952
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 dynamic volume imaging based on the principle of electrical capacitance tomography (ECT), namely, electrical capacitance volume tomography (ECVT), has been developed in this study. The technique generates, from the measured capacitance, a whole volumetric image of the region enclosed by the geometrically three-dimensional capacitance sensor. This development enables a real-time, 3-D imaging of a moving object or a real-time volume imaging (4-D) to be realized. Moreover, it allows total interrogation of the whole volume within the domain (vessel or conduit) of an arbitrary shape or geometry. The development of the ECVT imaging technique primarily encloses the 3-D capacitance sensor design and the volume image reconstruction technique. The electrical field variation in three-dimensional space forms a basis for volume imaging through different shapes and configurations of ECT sensor electrodes. The image reconstruction scheme is established by implementing the neural-network multicriterion optimization image reconstruction (NN-MOIRT), developed earlier by the authors for the 2-D ECT. The image reconstruction technique is modified by introducing into the algorithm a 3-D sensitivity matrix to replace the 2-D sensitivity matrix in conventional 2-D ECT, and providing additional network constraints including 3-to-2-D image matching function. The additional constraints further enhance the accuracy of the image reconstruction algorithm. The technique has been successfully verified over actual objects in the experimental conditions.
引用
收藏
页码:525 / 535
页数:11
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