Multinode Electrical Impedance Tomography (mnEIT) Throughout Whole-Body Electrical Muscle Stimulation (wbEMS)

Sejati, Prima Asmara and Sun, Bo and Darma, Panji Nursetia and Shirai, Tomoyuki and Narita, Kosei and Takei, Masahiro (2023) Multinode Electrical Impedance Tomography (mnEIT) Throughout Whole-Body Electrical Muscle Stimulation (wbEMS). IEEE Transactions on Instrumentation and Measurement, 72. pp. 1-14. ISSN 15579662

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Abstract

Multinode electrical impedance tomography (mnEIT) throughout whole-body electrical muscle stimulation (wbEMS) has been proposed for the simultaneous imaging of muscle compartments response. mnEIT has two characteristics, which are: 1) network hardware for synchronized measurement in multinode simultaneously and 2) nodal fast Fourier transform (FFT) for canceling time-varying noise. By mnEIT, the muscle compartments response in the upper arm and thigh of eight healthy subjects is imaged throughout wbEMS under four voltage intensity levels. According to the reconstructed images of conductivity distribution in prior training and throughout wbEMS, the conductivity distribution trend of the upper arm and thigh is boosted along with the rise of wbEMS voltage intensity. As the hardware error evaluation, the normalized spatial-mean impedance error f of mnEIT is relatively higher in the increase of frequency, while the average error is 7.521%, respectively. Here, our mnEIT has the best result at f \textless , which occurred at f 2500 Hz that covers the frequency selection f1 =500 Hz and f2 =1000 Hz to obtain the best visualization of conductivity distribution. Meanwhile, based on the Pearson correlation as the statistical evaluation, the mnEIT has a relatively high accuracy value at the upper arm r arm = 0.9391 and thigh r thigh =0.894.

Item Type: Article
Uncontrolled Keywords: Multinode electrical impedance tomography (mnEIT),muscle compartment visualization,nodal fast Fourier transform (FFT),synchronized measurement,whole-body electrical muscle stimulation (wbEMS)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Depositing User: Rita Yulianti Yulianti
Date Deposited: 13 May 2024 02:59
Last Modified: 13 May 2024 02:59
URI: https://ir.lib.ugm.ac.id/id/eprint/418

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