Relationship between Isometric Muscle Force and Fractal Dimension of Surface Electromyogram

The relationship between fractal dimension of the surface electromyogram (sEMG) and the intensity of muscle contraction is still controversial in simulated and experimental conditions. To support the use of fractal analysis to investigate myoelectric fatigue, it is crucial to establish the interdepe...

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Main Authors: Matteo Beretta-Piccoli, Gennaro Boccia, Tessa Ponti, Ron Clijsen, Marco Barbero, Corrado Cescon
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2018/5373846
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spelling doaj-9782c02e208d407b816c6a97722ae2602020-11-24T22:38:01ZengHindawi LimitedBioMed Research International2314-61332314-61412018-01-01201810.1155/2018/53738465373846Relationship between Isometric Muscle Force and Fractal Dimension of Surface ElectromyogramMatteo Beretta-Piccoli0Gennaro Boccia1Tessa Ponti2Ron Clijsen3Marco Barbero4Corrado Cescon5Rehabilitation Research Laboratory 2rLab, Department of Business Economics, Health and Social Care, University of Applied Sciences and Arts of Southern Switzerland, Manno, SwitzerlandNeuroMuscular Function Research Group, School of Exercise and Sport Sciences, Department of Medical Sciences, University of Turin, Turin, ItalyRehabilitation Research Laboratory 2rLab, Department of Business Economics, Health and Social Care, University of Applied Sciences and Arts of Southern Switzerland, Manno, SwitzerlandUniversity of Business Economics, Health and Social Care, University of Applied Sciences and Arts of Southern Switzerland, Landquart, SwitzerlandRehabilitation Research Laboratory 2rLab, Department of Business Economics, Health and Social Care, University of Applied Sciences and Arts of Southern Switzerland, Manno, SwitzerlandRehabilitation Research Laboratory 2rLab, Department of Business Economics, Health and Social Care, University of Applied Sciences and Arts of Southern Switzerland, Manno, SwitzerlandThe relationship between fractal dimension of the surface electromyogram (sEMG) and the intensity of muscle contraction is still controversial in simulated and experimental conditions. To support the use of fractal analysis to investigate myoelectric fatigue, it is crucial to establish the interdependence between fractal dimension and muscle contraction intensity. We analyzed the behavior of fractal dimension, conduction velocity, mean frequency, and average rectified value in twenty-eight volunteers at nine levels of isometric force. sEMG was obtained using bidimensional arrays in the biceps brachii muscle. The values of fractal dimension and mean frequency increased with force unless a plateau was reached at 30% maximal voluntary contraction. Overall, our findings suggest that, above a certain level of force, the use of fractal dimension to evaluate the myoelectric manifestations of fatigue may be considered, regardless of muscle contraction intensity.http://dx.doi.org/10.1155/2018/5373846
collection DOAJ
language English
format Article
sources DOAJ
author Matteo Beretta-Piccoli
Gennaro Boccia
Tessa Ponti
Ron Clijsen
Marco Barbero
Corrado Cescon
spellingShingle Matteo Beretta-Piccoli
Gennaro Boccia
Tessa Ponti
Ron Clijsen
Marco Barbero
Corrado Cescon
Relationship between Isometric Muscle Force and Fractal Dimension of Surface Electromyogram
BioMed Research International
author_facet Matteo Beretta-Piccoli
Gennaro Boccia
Tessa Ponti
Ron Clijsen
Marco Barbero
Corrado Cescon
author_sort Matteo Beretta-Piccoli
title Relationship between Isometric Muscle Force and Fractal Dimension of Surface Electromyogram
title_short Relationship between Isometric Muscle Force and Fractal Dimension of Surface Electromyogram
title_full Relationship between Isometric Muscle Force and Fractal Dimension of Surface Electromyogram
title_fullStr Relationship between Isometric Muscle Force and Fractal Dimension of Surface Electromyogram
title_full_unstemmed Relationship between Isometric Muscle Force and Fractal Dimension of Surface Electromyogram
title_sort relationship between isometric muscle force and fractal dimension of surface electromyogram
publisher Hindawi Limited
series BioMed Research International
issn 2314-6133
2314-6141
publishDate 2018-01-01
description The relationship between fractal dimension of the surface electromyogram (sEMG) and the intensity of muscle contraction is still controversial in simulated and experimental conditions. To support the use of fractal analysis to investigate myoelectric fatigue, it is crucial to establish the interdependence between fractal dimension and muscle contraction intensity. We analyzed the behavior of fractal dimension, conduction velocity, mean frequency, and average rectified value in twenty-eight volunteers at nine levels of isometric force. sEMG was obtained using bidimensional arrays in the biceps brachii muscle. The values of fractal dimension and mean frequency increased with force unless a plateau was reached at 30% maximal voluntary contraction. Overall, our findings suggest that, above a certain level of force, the use of fractal dimension to evaluate the myoelectric manifestations of fatigue may be considered, regardless of muscle contraction intensity.
url http://dx.doi.org/10.1155/2018/5373846
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