TY - JOUR
T1 - Characterization of a multi-plane electrical capacitance tomography sensor with different numbers of electrodes
AU - Ye, Jiamin
AU - Wang, Haigang
AU - Yang, Wuqiang
N1 - Publisher Copyright:
© 2016 IOP Publishing Ltd.
PY - 2016/2/1
Y1 - 2016/2/1
N2 - Choosing the number of electrodes is crucial for a multi-plane electrical capacitance tomography (ECT) sensor to obtain satisfactory capacitance data and good image quality. In this paper, issues with the number of electrodes in three-plane ECT sensors are discussed. The number of electrodes on each plane for the three sensors is 4, 8, and 12, respectively. Three quality measures of resolution matrix, i.e. the amplitude response, relative position error, and spatial resolution, are defined and used for evaluating the preliminary performance of ECT sensors. Based on numerical simulation, the noise-free and noisy capacitance data obtained from the three sensors are used for image reconstruction by linear back projection (LBP) and Landweber iteration algorithms. The image quality is evaluated quantitatively in terms of image error and correlation coefficient. Based on static experiment, the effect of the number of electrodes on the quality of the capacitance data and reconstructed images is also analyzed. According to the numerical simulation and experiment results, the selection of the number of electrodes under different conditions is suggested.
AB - Choosing the number of electrodes is crucial for a multi-plane electrical capacitance tomography (ECT) sensor to obtain satisfactory capacitance data and good image quality. In this paper, issues with the number of electrodes in three-plane ECT sensors are discussed. The number of electrodes on each plane for the three sensors is 4, 8, and 12, respectively. Three quality measures of resolution matrix, i.e. the amplitude response, relative position error, and spatial resolution, are defined and used for evaluating the preliminary performance of ECT sensors. Based on numerical simulation, the noise-free and noisy capacitance data obtained from the three sensors are used for image reconstruction by linear back projection (LBP) and Landweber iteration algorithms. The image quality is evaluated quantitatively in terms of image error and correlation coefficient. Based on static experiment, the effect of the number of electrodes on the quality of the capacitance data and reconstructed images is also analyzed. According to the numerical simulation and experiment results, the selection of the number of electrodes under different conditions is suggested.
KW - electrical capacitance tomography
KW - multi-plane sensor
KW - number of electrodes
KW - spatial resolution, singular value decomposition
KW - three-dimensional (3D) image reconstruction
UR - https://www.scopus.com/pages/publications/84958213042
U2 - 10.1088/0957-0233/27/3/035103
DO - 10.1088/0957-0233/27/3/035103
M3 - 文章
AN - SCOPUS:84958213042
SN - 0957-0233
VL - 27
JO - Measurement Science and Technology
JF - Measurement Science and Technology
IS - 3
M1 - 035103
ER -