TY - GEN
T1 - Electrical Impedance Tomography System Based on Time Interleaved Analog to Digital Converter
AU - Bai, Xu
AU - Sun, Jiangtao
AU - Li, Xiaolin
AU - Wei, Jinzhao
AU - Xu, Lijun
AU - Sun, Shijie
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - This paper proposes a method to improve the signal-to-noise ratio (SNR) of electrical impedance tomography (EIT) system by increasing the bits of Analog-to-digital converter (ADC). To balance the SNR and data acquisition rate, time interleaved analog to digital converter (TIADC) technique is innovatively applied. In the TIADC unit, an array of M analog-to-digital converters (ADCs) operates in a parallel round-robin manner, which enables a higher sampling rate. With the TIADC-based EIT system, the frequency constrains are derived. When the frequencies of boundary voltage meet the frequency constrains, the TIADC employed in EIT system can be treated as an ideal one. The integral effect of digital matched filter makes the impacts of mismatches of TIADC ignored. Beyond the proposed frequency constrains, the impact of mismatches would occur and the SNR would be lowered. To tackle with this issue and expand the frequency range of boundary voltages in TIADC-based EIT system, a computationally-efficient mismatch calibration algorithm is also proposed. Experiments were conducted in a laboratory-built EIT system, which demonstrate that a significant SNR improvement can be achieved by employing the TIADC structure. It can be concluded that the TIADC is a promising candidate of ADC when high SNR is required in an EIT system.
AB - This paper proposes a method to improve the signal-to-noise ratio (SNR) of electrical impedance tomography (EIT) system by increasing the bits of Analog-to-digital converter (ADC). To balance the SNR and data acquisition rate, time interleaved analog to digital converter (TIADC) technique is innovatively applied. In the TIADC unit, an array of M analog-to-digital converters (ADCs) operates in a parallel round-robin manner, which enables a higher sampling rate. With the TIADC-based EIT system, the frequency constrains are derived. When the frequencies of boundary voltage meet the frequency constrains, the TIADC employed in EIT system can be treated as an ideal one. The integral effect of digital matched filter makes the impacts of mismatches of TIADC ignored. Beyond the proposed frequency constrains, the impact of mismatches would occur and the SNR would be lowered. To tackle with this issue and expand the frequency range of boundary voltages in TIADC-based EIT system, a computationally-efficient mismatch calibration algorithm is also proposed. Experiments were conducted in a laboratory-built EIT system, which demonstrate that a significant SNR improvement can be achieved by employing the TIADC structure. It can be concluded that the TIADC is a promising candidate of ADC when high SNR is required in an EIT system.
KW - Time Interleaved Analog to Digital Converter
KW - digital matched filter
KW - electrical impedance tomography
KW - mismatches calibration
KW - signal-to-noise ratio
UR - https://www.scopus.com/pages/publications/85135937286
U2 - 10.1109/IST55454.2022.9827728
DO - 10.1109/IST55454.2022.9827728
M3 - 会议稿件
AN - SCOPUS:85135937286
T3 - IST 2022 - IEEE International Conference on Imaging Systems and Techniques, Proceedings
BT - IST 2022 - IEEE International Conference on Imaging Systems and Techniques, Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 IEEE International Conference on Imaging Systems and Techniques, IST 2022
Y2 - 21 June 2022 through 23 June 2022
ER -