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Analysis of Human Standing Balance by Largest Lyapunov Exponent

The purpose of this research is to analyse the relationship between nonlinear dynamic character and individuals' standing balance by the largest Lyapunov exponent, which is regarded as a metric for assessing standing balance. According to previous study, the largest Lyapunov exponent from centr...

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Detalles Bibliográficos
Autores principales: Liu, Kun, Wang, Hongrui, Xiao, Jinzhuang, Taha, Zahari
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4381841/
https://www.ncbi.nlm.nih.gov/pubmed/25866500
http://dx.doi.org/10.1155/2015/158478
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author Liu, Kun
Wang, Hongrui
Xiao, Jinzhuang
Taha, Zahari
author_facet Liu, Kun
Wang, Hongrui
Xiao, Jinzhuang
Taha, Zahari
author_sort Liu, Kun
collection PubMed
description The purpose of this research is to analyse the relationship between nonlinear dynamic character and individuals' standing balance by the largest Lyapunov exponent, which is regarded as a metric for assessing standing balance. According to previous study, the largest Lyapunov exponent from centre of pressure time series could not well quantify the human balance ability. In this research, two improvements were made. Firstly, an external stimulus was applied to feet in the form of continuous horizontal sinusoidal motion by a moving platform. Secondly, a multiaccelerometer subsystem was adopted. Twenty healthy volunteers participated in this experiment. A new metric, coordinated largest Lyapunov exponent was proposed, which reflected the relationship of body segments by integrating multidimensional largest Lyapunov exponent values. By using this metric in actual standing performance under sinusoidal stimulus, an obvious relationship between the new metric and the actual balance ability was found in the majority of the subjects. These results show that the sinusoidal stimulus can make human balance characteristics more obvious, which is beneficial to assess balance, and balance is determined by the ability of coordinating all body segments.
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spelling pubmed-43818412015-04-12 Analysis of Human Standing Balance by Largest Lyapunov Exponent Liu, Kun Wang, Hongrui Xiao, Jinzhuang Taha, Zahari Comput Intell Neurosci Research Article The purpose of this research is to analyse the relationship between nonlinear dynamic character and individuals' standing balance by the largest Lyapunov exponent, which is regarded as a metric for assessing standing balance. According to previous study, the largest Lyapunov exponent from centre of pressure time series could not well quantify the human balance ability. In this research, two improvements were made. Firstly, an external stimulus was applied to feet in the form of continuous horizontal sinusoidal motion by a moving platform. Secondly, a multiaccelerometer subsystem was adopted. Twenty healthy volunteers participated in this experiment. A new metric, coordinated largest Lyapunov exponent was proposed, which reflected the relationship of body segments by integrating multidimensional largest Lyapunov exponent values. By using this metric in actual standing performance under sinusoidal stimulus, an obvious relationship between the new metric and the actual balance ability was found in the majority of the subjects. These results show that the sinusoidal stimulus can make human balance characteristics more obvious, which is beneficial to assess balance, and balance is determined by the ability of coordinating all body segments. Hindawi Publishing Corporation 2015 2015-03-18 /pmc/articles/PMC4381841/ /pubmed/25866500 http://dx.doi.org/10.1155/2015/158478 Text en Copyright © 2015 Kun Liu et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Liu, Kun
Wang, Hongrui
Xiao, Jinzhuang
Taha, Zahari
Analysis of Human Standing Balance by Largest Lyapunov Exponent
title Analysis of Human Standing Balance by Largest Lyapunov Exponent
title_full Analysis of Human Standing Balance by Largest Lyapunov Exponent
title_fullStr Analysis of Human Standing Balance by Largest Lyapunov Exponent
title_full_unstemmed Analysis of Human Standing Balance by Largest Lyapunov Exponent
title_short Analysis of Human Standing Balance by Largest Lyapunov Exponent
title_sort analysis of human standing balance by largest lyapunov exponent
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4381841/
https://www.ncbi.nlm.nih.gov/pubmed/25866500
http://dx.doi.org/10.1155/2015/158478
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