TY - JOUR
T1 - Image Reconstruction Performance of a 12-Electrode CCERT Sensor under Five Different Excitation Patterns
AU - Xu, Zhen
AU - Jiang, Yandan
AU - Wang, Baoliang
AU - Huang, Zhiyao
AU - Ji, Haifeng
AU - Li, Haiqing
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2018
Y1 - 2018
N2 - To obtain useful knowledge and experience of CCERT under different excitation patterns, the image reconstruction performance of a 12-electrode CCERT sensor under five different excitation patterns (1-electrode excitation pattern, 2-electrode excitation pattern, 3-electrode excitation pattern, 4-electrode excitation pattern, and 5-electrode excitation pattern) are investigated and compared. A 12-electrode CCERT prototype, which can implement different excitation patterns, is developed to obtain the practical experiment data. Four typical image reconstruction algorithms (Linear Back Projection (LBP) algorithm, Landweber's iteration algorithm, Algebraic Reconstruction Technique (ART) algorithm, and Simultaneous Iterative Reconstruction Technique (SIRT) algorithm) are introduced to investigate and compare the image reconstruction performance with the experimental data obtained from the CCERT prototype. Research results show that the 1-electrode excitation pattern and the 2-electrode excitation pattern have better global image reconstruction performance. These two excitation patterns are better choices, while the 3-electrode excitation pattern, the 4-electrode excitation pattern, and the 5-electrode excitation pattern are not recommended.
AB - To obtain useful knowledge and experience of CCERT under different excitation patterns, the image reconstruction performance of a 12-electrode CCERT sensor under five different excitation patterns (1-electrode excitation pattern, 2-electrode excitation pattern, 3-electrode excitation pattern, 4-electrode excitation pattern, and 5-electrode excitation pattern) are investigated and compared. A 12-electrode CCERT prototype, which can implement different excitation patterns, is developed to obtain the practical experiment data. Four typical image reconstruction algorithms (Linear Back Projection (LBP) algorithm, Landweber's iteration algorithm, Algebraic Reconstruction Technique (ART) algorithm, and Simultaneous Iterative Reconstruction Technique (SIRT) algorithm) are introduced to investigate and compare the image reconstruction performance with the experimental data obtained from the CCERT prototype. Research results show that the 1-electrode excitation pattern and the 2-electrode excitation pattern have better global image reconstruction performance. These two excitation patterns are better choices, while the 3-electrode excitation pattern, the 4-electrode excitation pattern, and the 5-electrode excitation pattern are not recommended.
KW - Process tomography
KW - electrical resistance tomography
KW - excitation pattern
KW - image reconstruction
UR - https://www.scopus.com/pages/publications/85055712477
U2 - 10.1109/ACCESS.2018.2878583
DO - 10.1109/ACCESS.2018.2878583
M3 - 文章
AN - SCOPUS:85055712477
SN - 2169-3536
VL - 6
SP - 65783
EP - 65795
JO - IEEE Access
JF - IEEE Access
M1 - 8514008
ER -