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Study on Dual-Frequency Imaging of Capacitively Coupled Electrical Impedance Tomography: Frequency Optimization | IEEE Journals & Magazine | IEEE Xplore

Study on Dual-Frequency Imaging of Capacitively Coupled Electrical Impedance Tomography: Frequency Optimization


Abstract:

In this work, a new dual-frequency imaging framework of capacitively coupled electrical impedance tomography (CCEIT) is presented. Unlike conventional single-frequency im...Show More

Abstract:

In this work, a new dual-frequency imaging framework of capacitively coupled electrical impedance tomography (CCEIT) is presented. Unlike conventional single-frequency imaging and recently emerged multifrequency imaging, the dual-frequency imaging adopts two different working frequencies to obtain the real part and the imaginary part of the impedance, respectively. With the real part image and the imaginary part image reconstructed at the two frequencies, the framework further introduces image fusion to obtain the fused image. To achieve the optimal selection of the two frequencies, data collection in a wide frequency range is carried out with a 12-electrode CCEIT sensor, an impedance analyzer, and a computer to obtain the real part and the imaginary part measurements. The multifrequency data are then analyzed in depth, and other two aspects, including the sensitivity distribution and the imaging quality at different frequencies, are also investigated. Research results show that a low working frequency is recommended for the real part, while a relatively high working frequency is recommended for the imaginary part. Within the investigated frequency range of 200 kHz–20 MHz, the working frequencies for the real part and the imaginary part are optimized under the investigated distribution setups. Results of verification experiment show that the proposed framework is effective. Compared with single-frequency CCEIT, dual-frequency CCEIT with the two optimized frequencies has much better imaging performance.
Article Sequence Number: 4505718
Date of Publication: 01 July 2022

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Author image of Yandan Jiang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Yandan Jiang was born in Jinhua, China, in February 1992. She received the B.Sc. degree from the Zhejiang University of Technology, Hangzhou, China, in 2013, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 2019.
From October 2017 to October 2018, she worked as a Visiting Ph.D. Student with the Department of Electronic and Electrical Engineering, University of Bath, Bath, U.K. She is currently an Associat...Show More
Yandan Jiang was born in Jinhua, China, in February 1992. She received the B.Sc. degree from the Zhejiang University of Technology, Hangzhou, China, in 2013, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 2019.
From October 2017 to October 2018, she worked as a Visiting Ph.D. Student with the Department of Electronic and Electrical Engineering, University of Bath, Bath, U.K. She is currently an Associat...View more
Author image of Junchao Huang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Junchao Huang was born in Hangzhou, China, in March 1993. He received the B.Sc. degree from the China University of Petroleum, Qingdao, China, in 2015, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 2020.
He is currently a Post-Doctoral Researcher with the College of Control Science and Engineering, Zhejiang University. His research interests include detection technology and automatic equipment.
Junchao Huang was born in Hangzhou, China, in March 1993. He received the B.Sc. degree from the China University of Petroleum, Qingdao, China, in 2015, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 2020.
He is currently a Post-Doctoral Researcher with the College of Control Science and Engineering, Zhejiang University. His research interests include detection technology and automatic equipment.View more
Author image of Haifeng Ji
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Haifeng Ji was born in China, in October 1973. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1996 and 1999, respectively, and the Ph.D. degree from the Department of Control Science and Engineering, Zhejiang University, Hangzhou, China, in 2002.
He is currently working with Zhejiang University as an Associate Professor. His research interests include measurement techni...Show More
Haifeng Ji was born in China, in October 1973. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1996 and 1999, respectively, and the Ph.D. degree from the Department of Control Science and Engineering, Zhejiang University, Hangzhou, China, in 2002.
He is currently working with Zhejiang University as an Associate Professor. His research interests include measurement techni...View more
Author image of Baoliang Wang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Baoliang Wang was born in Zibo, China, in July 1970. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1992 and 1995, respectively, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 1998.
From 1998 to 2001, he was a Lecturer with the Department of Control Science and Engineering, Zhejiang University. From 2002 to 2003, he was a Research Associate with the ...Show More
Baoliang Wang was born in Zibo, China, in July 1970. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1992 and 1995, respectively, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 1998.
From 1998 to 2001, he was a Lecturer with the Department of Control Science and Engineering, Zhejiang University. From 2002 to 2003, he was a Research Associate with the ...View more
Author image of Zhiyao Huang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Zhiyao Huang (Member, IEEE) was born in Hangzhou, China, in October 1968. He received the B.Sc., M.Sc., and Ph.D. degrees from Zhejiang University, Hangzhou, China, in 1990, 1993, and 1995, respectively.
From June 1995 to August 1997, he was a Lecturer with the Department of Chemical Engineering, Zhejiang University. In September 1997, he became an Associate Professor with the Department of Control Science and Engineering,...Show More
Zhiyao Huang (Member, IEEE) was born in Hangzhou, China, in October 1968. He received the B.Sc., M.Sc., and Ph.D. degrees from Zhejiang University, Hangzhou, China, in 1990, 1993, and 1995, respectively.
From June 1995 to August 1997, he was a Lecturer with the Department of Chemical Engineering, Zhejiang University. In September 1997, he became an Associate Professor with the Department of Control Science and Engineering,...View more
Author image of Manuchehr Soleimani
Department of Electronic and Electrical Engineering, Engineering Tomography Laboratory (ETL), University of Bath, Bath, U.K.
Manuchehr Soleimani received the B.Sc. degree in electrical engineering, the M.Sc. degree in biomedical engineering, and the Ph.D. degree in inverse problems and electromagnetic tomography from The University of Manchester, Manchester, U.K., in 1996, 1999, and 2005, respectively.
From 2005 to 2007, he was a Research Associate with the School of Materials, The University of Manchester. In 2007, he joined the Department of E...Show More
Manuchehr Soleimani received the B.Sc. degree in electrical engineering, the M.Sc. degree in biomedical engineering, and the Ph.D. degree in inverse problems and electromagnetic tomography from The University of Manchester, Manchester, U.K., in 1996, 1999, and 2005, respectively.
From 2005 to 2007, he was a Research Associate with the School of Materials, The University of Manchester. In 2007, he joined the Department of E...View more

I. Introduction

With the advantages of low cost, high speed, simple structure, and no radiation, electrical impedance tomography (EIT), also called electrical resistance tomography (ERT) in process tomography, has become a widely accepted technique for distribution reconstruction of conductive medium, which is applicable in both industrial processes and biomedical cases [1]–[5]. However, there still exist some issues limiting its practical applications. One problem of traditional EIT is its contact measurement principle. The contact between the electrodes and the measured medium has some unfavorable effects, such as electrochemical erosion, polarization effect, and electrode contamination, which are more prominent in practical industrial applications [2], [6]–[8], and contact impedance, which is notable in biomedical applications [9], [10]. To avoid the problems resulted from contact measurement, Wang et al. [11], [12] proposed the capacitively coupled electrical resistance tomography (CCERT) in 2013, which refers to the contactless measurement idea of capacitively coupled contactless conductivity detection () technique [13], [14]. Although the sensor structure of CCERT is similar to that of electrical capacitance tomography (ECT), which is basically for imaging dielectric or low-conductive materials, CCERT is regarded as a new kind of ERT that focuses on the imaging of conductive materials. The “CC” in CCERT comes from , indicating the keywords of the contactless measurement idea.

Author image of Yandan Jiang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Yandan Jiang was born in Jinhua, China, in February 1992. She received the B.Sc. degree from the Zhejiang University of Technology, Hangzhou, China, in 2013, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 2019.
From October 2017 to October 2018, she worked as a Visiting Ph.D. Student with the Department of Electronic and Electrical Engineering, University of Bath, Bath, U.K. She is currently an Associate Researcher with the College of Control Science and Engineering, Zhejiang University. Her research interests include automation instrumentation, multiphase flow measurement techniques, process tomography, and biomedical imaging.
Yandan Jiang was born in Jinhua, China, in February 1992. She received the B.Sc. degree from the Zhejiang University of Technology, Hangzhou, China, in 2013, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 2019.
From October 2017 to October 2018, she worked as a Visiting Ph.D. Student with the Department of Electronic and Electrical Engineering, University of Bath, Bath, U.K. She is currently an Associate Researcher with the College of Control Science and Engineering, Zhejiang University. Her research interests include automation instrumentation, multiphase flow measurement techniques, process tomography, and biomedical imaging.View more
Author image of Junchao Huang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Junchao Huang was born in Hangzhou, China, in March 1993. He received the B.Sc. degree from the China University of Petroleum, Qingdao, China, in 2015, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 2020.
He is currently a Post-Doctoral Researcher with the College of Control Science and Engineering, Zhejiang University. His research interests include detection technology and automatic equipment.
Junchao Huang was born in Hangzhou, China, in March 1993. He received the B.Sc. degree from the China University of Petroleum, Qingdao, China, in 2015, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 2020.
He is currently a Post-Doctoral Researcher with the College of Control Science and Engineering, Zhejiang University. His research interests include detection technology and automatic equipment.View more
Author image of Haifeng Ji
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Haifeng Ji was born in China, in October 1973. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1996 and 1999, respectively, and the Ph.D. degree from the Department of Control Science and Engineering, Zhejiang University, Hangzhou, China, in 2002.
He is currently working with Zhejiang University as an Associate Professor. His research interests include measurement techniques, automation equipment, information processing of complex process systems, and multiphase flow measurement in minichannel/microchannel.
Haifeng Ji was born in China, in October 1973. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1996 and 1999, respectively, and the Ph.D. degree from the Department of Control Science and Engineering, Zhejiang University, Hangzhou, China, in 2002.
He is currently working with Zhejiang University as an Associate Professor. His research interests include measurement techniques, automation equipment, information processing of complex process systems, and multiphase flow measurement in minichannel/microchannel.View more
Author image of Baoliang Wang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Baoliang Wang was born in Zibo, China, in July 1970. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1992 and 1995, respectively, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 1998.
From 1998 to 2001, he was a Lecturer with the Department of Control Science and Engineering, Zhejiang University. From 2002 to 2003, he was a Research Associate with the City University of Hong Kong, Hong Kong. From 2002 to 2013, he was an Associate Professor with the Department of Control Science and Engineering, Zhejiang University. Since 2014, he has been a Professor with the Department of Control Science and Engineering, Zhejiang University. His research interests include process tomography, motion control systems, and microprocessor application.
Baoliang Wang was born in Zibo, China, in July 1970. He received the B.Sc. and M.Sc. degrees from the Shandong University of Technology, Jinan, China, in 1992 and 1995, respectively, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 1998.
From 1998 to 2001, he was a Lecturer with the Department of Control Science and Engineering, Zhejiang University. From 2002 to 2003, he was a Research Associate with the City University of Hong Kong, Hong Kong. From 2002 to 2013, he was an Associate Professor with the Department of Control Science and Engineering, Zhejiang University. Since 2014, he has been a Professor with the Department of Control Science and Engineering, Zhejiang University. His research interests include process tomography, motion control systems, and microprocessor application.View more
Author image of Zhiyao Huang
State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China
Zhiyao Huang (Member, IEEE) was born in Hangzhou, China, in October 1968. He received the B.Sc., M.Sc., and Ph.D. degrees from Zhejiang University, Hangzhou, China, in 1990, 1993, and 1995, respectively.
From June 1995 to August 1997, he was a Lecturer with the Department of Chemical Engineering, Zhejiang University. In September 1997, he became an Associate Professor with the Department of Control Science and Engineering, Zhejiang University, where he was appointed as Professor in 2001. He is currently a Professor with the College of Control Science and Engineering, Zhejiang University. He is also a Permanent Staff with the State Key Laboratory of Industrial Control Techniques. His current interests include automation instrumentation and multiphase flow measurement.
Zhiyao Huang (Member, IEEE) was born in Hangzhou, China, in October 1968. He received the B.Sc., M.Sc., and Ph.D. degrees from Zhejiang University, Hangzhou, China, in 1990, 1993, and 1995, respectively.
From June 1995 to August 1997, he was a Lecturer with the Department of Chemical Engineering, Zhejiang University. In September 1997, he became an Associate Professor with the Department of Control Science and Engineering, Zhejiang University, where he was appointed as Professor in 2001. He is currently a Professor with the College of Control Science and Engineering, Zhejiang University. He is also a Permanent Staff with the State Key Laboratory of Industrial Control Techniques. His current interests include automation instrumentation and multiphase flow measurement.View more
Author image of Manuchehr Soleimani
Department of Electronic and Electrical Engineering, Engineering Tomography Laboratory (ETL), University of Bath, Bath, U.K.
Manuchehr Soleimani received the B.Sc. degree in electrical engineering, the M.Sc. degree in biomedical engineering, and the Ph.D. degree in inverse problems and electromagnetic tomography from The University of Manchester, Manchester, U.K., in 1996, 1999, and 2005, respectively.
From 2005 to 2007, he was a Research Associate with the School of Materials, The University of Manchester. In 2007, he joined the Department of Electronic and Electrical Engineering, University of Bath, Bath, U.K., where he was a Research Associate and became a Lecturer in 2008, a Senior Lecturer in 2013, a Reader in 2015, and a Full Professor in 2016. In 2011, he founded the Engineering Tomography Laboratory (ETL), University of Bath, working on various areas of tomographic imaging, in particular multimodality tomographic imaging. He has authored or coauthored well over 300 publications in the field.
Manuchehr Soleimani received the B.Sc. degree in electrical engineering, the M.Sc. degree in biomedical engineering, and the Ph.D. degree in inverse problems and electromagnetic tomography from The University of Manchester, Manchester, U.K., in 1996, 1999, and 2005, respectively.
From 2005 to 2007, he was a Research Associate with the School of Materials, The University of Manchester. In 2007, he joined the Department of Electronic and Electrical Engineering, University of Bath, Bath, U.K., where he was a Research Associate and became a Lecturer in 2008, a Senior Lecturer in 2013, a Reader in 2015, and a Full Professor in 2016. In 2011, he founded the Engineering Tomography Laboratory (ETL), University of Bath, working on various areas of tomographic imaging, in particular multimodality tomographic imaging. He has authored or coauthored well over 300 publications in the field.View more
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