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A noise-controlling method by hybrid current-stimulation and voltage-measurement for electrical impedance tomography (HCSVM-EIT). | LitMetric

A noise-controlling method by hybrid current-stimulation and voltage-measurement for electrical impedance tomography (HCSVM-EIT).

Biomed Phys Eng Express

Division of Fundamental Engineering, Graduate School of Engineering, Chiba University, Chiba 263-8522, Japan.

Published: September 2023

Image reconstruction in electrical impedance tomography (EIT) is a typical ill-posed inverse problem, from which the stability of conductivity reconstruction affects the reliability of physiological parameters evaluation. In order to improve the stability, the effect of boundary voltage noise on conductivity reconstruction should be controlled. A noise-controlling method based on hybrid current-stimulation and voltage-measurement for EIT (HCSVM-EIT) is proposed for stable conductivity reconstruction. In HCSVM-EIT, the boundary voltage is measured by one current-stimulation and voltage-measurement pattern (pattern) with a higher signal-to-noise ratio (); the sensitivity matrix is calculated by another current-stimulation and voltage-measurement pattern (pattern) with a lower condition number; the boundary voltage is then transformed from thepattern into thepattern by multiplying by an optimized transformation matrix for image reconstruction. The stability of conductivity reconstruction is improved by combining the advantages of thepattern for boundary voltage measurement and thepattern for sensitivity matrix calculation. The simulation results show that the HCSVM-EIT increases the correlation coefficient () of conductivity reconstruction. The experiment results show that theof conductivity reconstruction of the human lower limb is increased from 0.3424 to 0.5580 by 62.97% compared to the quasi-adjacent pattern, and from 0.4942 to 0.5580 by 12.91% compared to the adjacent pattern. In conclusion, the stable conductivity reconstruction with higherin HCSVM-EIT improves the reliability of physiological parameters evaluation for disease detection.

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Source
http://dx.doi.org/10.1088/2057-1976/acf61aDOI Listing

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