Feature Assessment of Toe Area Activity during Walking of Elderly People with Stumbling Experiences through Wearable Clog-Integrated Plantar Visualization System

In this study, we investigated the relationship between toe-area activity and stumbling experiences utilizing our developed sensing system, in order to assess toe-area activity in elderly people with stumbling experiences. The sensing system enables the visualization of the plantar aspect while walk...

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Main Authors: Yingjie Jin, Miho Shogenji, Tetsuyou Watanabe
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/4/1359
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spelling doaj-31406b5a6dbf4c84a5ba0c66f0d5936c2020-11-25T02:03:23ZengMDPI AGApplied Sciences2076-34172020-02-01104135910.3390/app10041359app10041359Feature Assessment of Toe Area Activity during Walking of Elderly People with Stumbling Experiences through Wearable Clog-Integrated Plantar Visualization SystemYingjie Jin0Miho Shogenji1Tetsuyou Watanabe2Graduated School of Natural Science and Technology, Kanazawa University, Kakuma-machi, Kanazawa 9201192, JapanFaculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, 5-11-80 Kodatsuno, Kanazawa 9200942, JapanFaculty of Frontier Engineering, Institute of Science and Engineering, Kanazawa University, Kakuma-machi, Kanazawa 9201192, JapanIn this study, we investigated the relationship between toe-area activity and stumbling experiences utilizing our developed sensing system, in order to assess toe-area activity in elderly people with stumbling experiences. The sensing system enables the visualization of the plantar aspect while walking on any surface and under any condition. An image of the plantar aspect is received at a reflecting surface and captured by a camera attached to a clog. The toe-area activity was evaluated by comparing the difference between the toe contact areas at heel-strike and push-off. Thirteen young individuals (nine men and four women, age 22.4 ± 2 years) and nine elderly individuals (five men and four women, age 65.3 ± 2 years) participated in the experiment by walking along a straight line wearing the plantar sensing system on their feet. The analysis found that a low value of the mean toe activity for multiple walking cycles was associated with high stumbling risk, irrespective of age, whereas large variations in toe activity was associated with aging. These results indicate that toe activity can predict stumbling risk irrespective of age. We also found that a large value of the maximum toe activity during multiple walking cycles indicates aging, whereas a low value is associated with high stumbling risk.https://www.mdpi.com/2076-3417/10/4/1359wearable sensorsgait analysisstumblingplantar visualization
collection DOAJ
language English
format Article
sources DOAJ
author Yingjie Jin
Miho Shogenji
Tetsuyou Watanabe
spellingShingle Yingjie Jin
Miho Shogenji
Tetsuyou Watanabe
Feature Assessment of Toe Area Activity during Walking of Elderly People with Stumbling Experiences through Wearable Clog-Integrated Plantar Visualization System
Applied Sciences
wearable sensors
gait analysis
stumbling
plantar visualization
author_facet Yingjie Jin
Miho Shogenji
Tetsuyou Watanabe
author_sort Yingjie Jin
title Feature Assessment of Toe Area Activity during Walking of Elderly People with Stumbling Experiences through Wearable Clog-Integrated Plantar Visualization System
title_short Feature Assessment of Toe Area Activity during Walking of Elderly People with Stumbling Experiences through Wearable Clog-Integrated Plantar Visualization System
title_full Feature Assessment of Toe Area Activity during Walking of Elderly People with Stumbling Experiences through Wearable Clog-Integrated Plantar Visualization System
title_fullStr Feature Assessment of Toe Area Activity during Walking of Elderly People with Stumbling Experiences through Wearable Clog-Integrated Plantar Visualization System
title_full_unstemmed Feature Assessment of Toe Area Activity during Walking of Elderly People with Stumbling Experiences through Wearable Clog-Integrated Plantar Visualization System
title_sort feature assessment of toe area activity during walking of elderly people with stumbling experiences through wearable clog-integrated plantar visualization system
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2020-02-01
description In this study, we investigated the relationship between toe-area activity and stumbling experiences utilizing our developed sensing system, in order to assess toe-area activity in elderly people with stumbling experiences. The sensing system enables the visualization of the plantar aspect while walking on any surface and under any condition. An image of the plantar aspect is received at a reflecting surface and captured by a camera attached to a clog. The toe-area activity was evaluated by comparing the difference between the toe contact areas at heel-strike and push-off. Thirteen young individuals (nine men and four women, age 22.4 ± 2 years) and nine elderly individuals (five men and four women, age 65.3 ± 2 years) participated in the experiment by walking along a straight line wearing the plantar sensing system on their feet. The analysis found that a low value of the mean toe activity for multiple walking cycles was associated with high stumbling risk, irrespective of age, whereas large variations in toe activity was associated with aging. These results indicate that toe activity can predict stumbling risk irrespective of age. We also found that a large value of the maximum toe activity during multiple walking cycles indicates aging, whereas a low value is associated with high stumbling risk.
topic wearable sensors
gait analysis
stumbling
plantar visualization
url https://www.mdpi.com/2076-3417/10/4/1359
work_keys_str_mv AT yingjiejin featureassessmentoftoeareaactivityduringwalkingofelderlypeoplewithstumblingexperiencesthroughwearableclogintegratedplantarvisualizationsystem
AT mihoshogenji featureassessmentoftoeareaactivityduringwalkingofelderlypeoplewithstumblingexperiencesthroughwearableclogintegratedplantarvisualizationsystem
AT tetsuyouwatanabe featureassessmentoftoeareaactivityduringwalkingofelderlypeoplewithstumblingexperiencesthroughwearableclogintegratedplantarvisualizationsystem
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