Solving the general inter-ring distances optimization problem for concentric ring electrodes to improve Laplacian estimation

Abstract Background Superiority of noninvasive tripolar concentric ring electrodes over conventional disc electrodes in accuracy of surface Laplacian estimation has been demonstrated in a range of electrophysiological measurement applications. Recently, a general approach to Laplacian estimation for...

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Main Author: Oleksandr Makeyev
Format: Article
Language:English
Published: BMC 2018-08-01
Series:BioMedical Engineering OnLine
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12938-018-0549-6
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spelling doaj-e32412b5b9f24b4cb4eea9f3bef9e63c2020-11-24T21:54:06ZengBMCBioMedical Engineering OnLine1475-925X2018-08-0117112110.1186/s12938-018-0549-6Solving the general inter-ring distances optimization problem for concentric ring electrodes to improve Laplacian estimationOleksandr Makeyev0Department of Mathematics, Diné CollegeAbstract Background Superiority of noninvasive tripolar concentric ring electrodes over conventional disc electrodes in accuracy of surface Laplacian estimation has been demonstrated in a range of electrophysiological measurement applications. Recently, a general approach to Laplacian estimation for an (n + 1)-polar electrode with n rings using the (4n + 1)-point method has been proposed and used to introduce novel multipolar and variable inter-ring distances electrode configurations. While only linearly increasing and linearly decreasing inter-ring distances have been considered previously, this paper defines and solves the general inter-ring distances optimization problem for the (4n + 1)-point method. Results General inter-ring distances optimization problem is solved for tripolar (n = 2) and quadripolar (n = 3) concentric ring electrode configurations through minimizing the truncation error of Laplacian estimation. For tripolar configuration with middle ring radius αr and outer ring radius r the optimal range of values for α was determined to be 0 < α ≤ 0.22 while for quadripolar configuration with an additional middle ring with radius βr the optimal range of values for α and β was determined by inequalities 0 < α < β < 1 and αβ ≤ 0.21. Finite element method modeling and full factorial analysis of variance were used to confirm statistical significance of Laplacian estimation accuracy improvement due to optimization of inter-ring distances (p < 0.0001). Conclusions Obtained results suggest the potential of using optimization of inter-ring distances to improve the accuracy of surface Laplacian estimation via concentric ring electrodes. Identical approach can be applied to solving corresponding inter-ring distances optimization problems for electrode configurations with higher numbers of concentric rings. Solutions of the proposed inter-ring distances optimization problem define the class of the optimized inter-ring distances electrode designs. These designs may result in improved noninvasive sensors for measurement systems that use concentric ring electrodes to acquire electrical signals such as from the brain, intestines, heart or uterus for diagnostic purposes.http://link.springer.com/article/10.1186/s12938-018-0549-6ElectrophysiologyElectroencephalographyWearable sensorsConcentric ring electrodesLaplacianOptimization
collection DOAJ
language English
format Article
sources DOAJ
author Oleksandr Makeyev
spellingShingle Oleksandr Makeyev
Solving the general inter-ring distances optimization problem for concentric ring electrodes to improve Laplacian estimation
BioMedical Engineering OnLine
Electrophysiology
Electroencephalography
Wearable sensors
Concentric ring electrodes
Laplacian
Optimization
author_facet Oleksandr Makeyev
author_sort Oleksandr Makeyev
title Solving the general inter-ring distances optimization problem for concentric ring electrodes to improve Laplacian estimation
title_short Solving the general inter-ring distances optimization problem for concentric ring electrodes to improve Laplacian estimation
title_full Solving the general inter-ring distances optimization problem for concentric ring electrodes to improve Laplacian estimation
title_fullStr Solving the general inter-ring distances optimization problem for concentric ring electrodes to improve Laplacian estimation
title_full_unstemmed Solving the general inter-ring distances optimization problem for concentric ring electrodes to improve Laplacian estimation
title_sort solving the general inter-ring distances optimization problem for concentric ring electrodes to improve laplacian estimation
publisher BMC
series BioMedical Engineering OnLine
issn 1475-925X
publishDate 2018-08-01
description Abstract Background Superiority of noninvasive tripolar concentric ring electrodes over conventional disc electrodes in accuracy of surface Laplacian estimation has been demonstrated in a range of electrophysiological measurement applications. Recently, a general approach to Laplacian estimation for an (n + 1)-polar electrode with n rings using the (4n + 1)-point method has been proposed and used to introduce novel multipolar and variable inter-ring distances electrode configurations. While only linearly increasing and linearly decreasing inter-ring distances have been considered previously, this paper defines and solves the general inter-ring distances optimization problem for the (4n + 1)-point method. Results General inter-ring distances optimization problem is solved for tripolar (n = 2) and quadripolar (n = 3) concentric ring electrode configurations through minimizing the truncation error of Laplacian estimation. For tripolar configuration with middle ring radius αr and outer ring radius r the optimal range of values for α was determined to be 0 < α ≤ 0.22 while for quadripolar configuration with an additional middle ring with radius βr the optimal range of values for α and β was determined by inequalities 0 < α < β < 1 and αβ ≤ 0.21. Finite element method modeling and full factorial analysis of variance were used to confirm statistical significance of Laplacian estimation accuracy improvement due to optimization of inter-ring distances (p < 0.0001). Conclusions Obtained results suggest the potential of using optimization of inter-ring distances to improve the accuracy of surface Laplacian estimation via concentric ring electrodes. Identical approach can be applied to solving corresponding inter-ring distances optimization problems for electrode configurations with higher numbers of concentric rings. Solutions of the proposed inter-ring distances optimization problem define the class of the optimized inter-ring distances electrode designs. These designs may result in improved noninvasive sensors for measurement systems that use concentric ring electrodes to acquire electrical signals such as from the brain, intestines, heart or uterus for diagnostic purposes.
topic Electrophysiology
Electroencephalography
Wearable sensors
Concentric ring electrodes
Laplacian
Optimization
url http://link.springer.com/article/10.1186/s12938-018-0549-6
work_keys_str_mv AT oleksandrmakeyev solvingthegeneralinterringdistancesoptimizationproblemforconcentricringelectrodestoimprovelaplacianestimation
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