Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1782364520022278144 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4381841 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT liukun analysisofhumanstandingbalancebylargestlyapunovexponent AT wanghongrui analysisofhumanstandingbalancebylargestlyapunovexponent AT xiaojinzhuang analysisofhumanstandingbalancebylargestlyapunovexponent AT tahazahari analysisofhumanstandingbalancebylargestlyapunovexponent |