Characterizing the Validity of the Inverted Pendulum Model for Quiet Standing

By assuming that the human body rotates primarily around the ankle joint in the sagittal plane, the human body has been modelled as a single inverted pendulum (IP) to simulate the human quiet stance. Despite its popularity, the validity of the IP model has been challenged in many studies. Rather tha...

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Main Authors: Jia-Li Sung, Chih-Yuan Hong, Chin-Hsuan Liu, Posen Lee, Lan-Yuen Guo, Nan-Hung Lin, Chen-Wen Yen, Lih-Jiun Liaw
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Journal of Healthcare Engineering
Online Access:http://dx.doi.org/10.1155/2021/8884614
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spelling doaj-8843b0220b394c02ae271de70f1edd5a2021-06-21T02:25:22ZengHindawi LimitedJournal of Healthcare Engineering2040-23092021-01-01202110.1155/2021/8884614Characterizing the Validity of the Inverted Pendulum Model for Quiet StandingJia-Li Sung0Chih-Yuan Hong1Chin-Hsuan Liu2Posen Lee3Lan-Yuen Guo4Nan-Hung Lin5Chen-Wen Yen6Lih-Jiun Liaw7Department of Mechanical and Electro-Mechanical EngineeringDepartment of Mechanical and Electro-Mechanical EngineeringDepartment of Occupational TherapyDepartment of Occupational TherapyDepartment of Sports MedicineDepartment of Mechanical and Electro-Mechanical EngineeringDepartment of Mechanical and Electro-Mechanical EngineeringDepartment of Physical TherapyBy assuming that the human body rotates primarily around the ankle joint in the sagittal plane, the human body has been modelled as a single inverted pendulum (IP) to simulate the human quiet stance. Despite its popularity, the validity of the IP model has been challenged in many studies. Rather than testing the validity of the IP model as a true or false question, this work proposes a feature to quantify the degree of validity of the IP model. The development of the proposed feature is based on the fact that the IP model predicts that the horizontal acceleration of COM is proportional to the COP error which is defined as the difference between the center of pressure (COP) and the vertical projection of the center of mass (COM). Since the horizontal components of the acceleration of COM and the ground reaction force (GRF) are always proportional, the proposed feature is the correlation coefficient between the anterior-posterior (AP) components of GRF and the COP error. The efficacy of the proposed feature is demonstrated by comparing its differences for individuals in two age groups (18–24 and 65–73 years) in quiet standing. The experimental results show that the IP model is more suited for predicting the motion of the older group than the younger group. Our results also show that the proposed feature is more sensitive to aging effects than one of the most reliable and accurate COP-based postural stability features.http://dx.doi.org/10.1155/2021/8884614
collection DOAJ
language English
format Article
sources DOAJ
author Jia-Li Sung
Chih-Yuan Hong
Chin-Hsuan Liu
Posen Lee
Lan-Yuen Guo
Nan-Hung Lin
Chen-Wen Yen
Lih-Jiun Liaw
spellingShingle Jia-Li Sung
Chih-Yuan Hong
Chin-Hsuan Liu
Posen Lee
Lan-Yuen Guo
Nan-Hung Lin
Chen-Wen Yen
Lih-Jiun Liaw
Characterizing the Validity of the Inverted Pendulum Model for Quiet Standing
Journal of Healthcare Engineering
author_facet Jia-Li Sung
Chih-Yuan Hong
Chin-Hsuan Liu
Posen Lee
Lan-Yuen Guo
Nan-Hung Lin
Chen-Wen Yen
Lih-Jiun Liaw
author_sort Jia-Li Sung
title Characterizing the Validity of the Inverted Pendulum Model for Quiet Standing
title_short Characterizing the Validity of the Inverted Pendulum Model for Quiet Standing
title_full Characterizing the Validity of the Inverted Pendulum Model for Quiet Standing
title_fullStr Characterizing the Validity of the Inverted Pendulum Model for Quiet Standing
title_full_unstemmed Characterizing the Validity of the Inverted Pendulum Model for Quiet Standing
title_sort characterizing the validity of the inverted pendulum model for quiet standing
publisher Hindawi Limited
series Journal of Healthcare Engineering
issn 2040-2309
publishDate 2021-01-01
description By assuming that the human body rotates primarily around the ankle joint in the sagittal plane, the human body has been modelled as a single inverted pendulum (IP) to simulate the human quiet stance. Despite its popularity, the validity of the IP model has been challenged in many studies. Rather than testing the validity of the IP model as a true or false question, this work proposes a feature to quantify the degree of validity of the IP model. The development of the proposed feature is based on the fact that the IP model predicts that the horizontal acceleration of COM is proportional to the COP error which is defined as the difference between the center of pressure (COP) and the vertical projection of the center of mass (COM). Since the horizontal components of the acceleration of COM and the ground reaction force (GRF) are always proportional, the proposed feature is the correlation coefficient between the anterior-posterior (AP) components of GRF and the COP error. The efficacy of the proposed feature is demonstrated by comparing its differences for individuals in two age groups (18–24 and 65–73 years) in quiet standing. The experimental results show that the IP model is more suited for predicting the motion of the older group than the younger group. Our results also show that the proposed feature is more sensitive to aging effects than one of the most reliable and accurate COP-based postural stability features.
url http://dx.doi.org/10.1155/2021/8884614
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