TY - JOUR
T1 - A Portable and a Scalable Multi-Channel Wireless Recording System for Wearable Electromyometrial Imaging
AU - Li, Weilun
AU - Xiao, Zhili
AU - Zhao, Junyi
AU - Aono, Kenji
AU - Pizzella, Stephanie
AU - Wen, Zichao
AU - Wang, Yong
AU - Wang, Chuan
AU - Chakrabartty, Shantanu
N1 - Publisher Copyright:
© 2007-2012 IEEE.
PY - 2023/10/1
Y1 - 2023/10/1
N2 - Electromyometrial imaging (EMMI) technology has emerged as one of the promising technology that can be used for non-invasive pregnancy risk stratification and for preventing complications due to pre-term birth. Current EMMI systems are bulky and require a tethered connection to desktop instrumentation, as a result, the system cannot be used in non-clinical and ambulatory settings. In this article, we propose an approach for designing a scalable, portable wireless EMMI recording system that can be used for in-home and remote monitoring. The wearable system uses a non-equilibrium differential electrode multiplexing approach to enhance signal acquisition bandwidth and to reduce the artifacts due to electrode drifts, amplifier 1/f noise, and bio-potential amplifier saturation. A combination of active shielding, a passive filter network, and a high-end instrumentation amplifier ensures sufficient input dynamic range (>100 dB) such that the system can simultaneously acquire different bio-potential signals like maternal electrocardiogram (ECG) in addition to the EMMI electromyogram (EMG) signals. We show that the switching artifacts and the channel cross-talk introduced due to non-equilibrium sampling can be reduced using a compensation technique. This enables the system to be potentially scaled to a large number of channels without significantly increasing the system power dissipation. We demonstrate the feasibility of the proposed approach in a clinical setting using an 8-channel battery-powered prototype which dissipates less than 8 μ W per channel for a signal bandwidth of 1 KHz.
AB - Electromyometrial imaging (EMMI) technology has emerged as one of the promising technology that can be used for non-invasive pregnancy risk stratification and for preventing complications due to pre-term birth. Current EMMI systems are bulky and require a tethered connection to desktop instrumentation, as a result, the system cannot be used in non-clinical and ambulatory settings. In this article, we propose an approach for designing a scalable, portable wireless EMMI recording system that can be used for in-home and remote monitoring. The wearable system uses a non-equilibrium differential electrode multiplexing approach to enhance signal acquisition bandwidth and to reduce the artifacts due to electrode drifts, amplifier 1/f noise, and bio-potential amplifier saturation. A combination of active shielding, a passive filter network, and a high-end instrumentation amplifier ensures sufficient input dynamic range (>100 dB) such that the system can simultaneously acquire different bio-potential signals like maternal electrocardiogram (ECG) in addition to the EMMI electromyogram (EMG) signals. We show that the switching artifacts and the channel cross-talk introduced due to non-equilibrium sampling can be reduced using a compensation technique. This enables the system to be potentially scaled to a large number of channels without significantly increasing the system power dissipation. We demonstrate the feasibility of the proposed approach in a clinical setting using an 8-channel battery-powered prototype which dissipates less than 8 μ W per channel for a signal bandwidth of 1 KHz.
KW - ECG
KW - Electromyometrial imaging
KW - multi-channel instrumentation
KW - pre-term labor
KW - wearable
UR - http://www.scopus.com/inward/record.url?scp=85160278206&partnerID=8YFLogxK
U2 - 10.1109/TBCAS.2023.3278104
DO - 10.1109/TBCAS.2023.3278104
M3 - Article
C2 - 37204963
AN - SCOPUS:85160278206
SN - 1932-4545
VL - 17
SP - 916
EP - 927
JO - IEEE Transactions on Biomedical Circuits and Systems
JF - IEEE Transactions on Biomedical Circuits and Systems
IS - 5
ER -