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Design and Performance Evaluation of a Wearable Sensing System for Lower-Limb Exoskeleton
Because the target users of the assistive-type lower extremity exoskeletons (ASLEEs) are those who suffer from lower limb disabilities, customized gait is adopted for the control of ASLEEs. However, the customized gait is unable to provide stable motion for variable terrain, for example, flat, uphil...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6167578/ https://www.ncbi.nlm.nih.gov/pubmed/30319712 http://dx.doi.org/10.1155/2018/8610458 |
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author | Yue, Chunfeng Lin, Xichuan Zhang, Ximing Qiu, Jing Cheng, Hong |
author_facet | Yue, Chunfeng Lin, Xichuan Zhang, Ximing Qiu, Jing Cheng, Hong |
author_sort | Yue, Chunfeng |
collection | PubMed |
description | Because the target users of the assistive-type lower extremity exoskeletons (ASLEEs) are those who suffer from lower limb disabilities, customized gait is adopted for the control of ASLEEs. However, the customized gait is unable to provide stable motion for variable terrain, for example, flat, uphill, downhill, and soft ground. The purpose of this paper is to realize gait detection and environment feature recognition for AIDER by developing a novel wearable sensing system. The wearable sensing system employs 7 force sensors as a sensing matrix to achieve high accuracy of ground reaction force detection. There is one more IMU sensor that is integrated into the structure to detect the angular velocity. By fusing force and angular velocity data, four typical terrain features can be recognized successfully, and the recognition rate can reach up to 93%. |
format | Online Article Text |
id | pubmed-6167578 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-61675782018-10-14 Design and Performance Evaluation of a Wearable Sensing System for Lower-Limb Exoskeleton Yue, Chunfeng Lin, Xichuan Zhang, Ximing Qiu, Jing Cheng, Hong Appl Bionics Biomech Research Article Because the target users of the assistive-type lower extremity exoskeletons (ASLEEs) are those who suffer from lower limb disabilities, customized gait is adopted for the control of ASLEEs. However, the customized gait is unable to provide stable motion for variable terrain, for example, flat, uphill, downhill, and soft ground. The purpose of this paper is to realize gait detection and environment feature recognition for AIDER by developing a novel wearable sensing system. The wearable sensing system employs 7 force sensors as a sensing matrix to achieve high accuracy of ground reaction force detection. There is one more IMU sensor that is integrated into the structure to detect the angular velocity. By fusing force and angular velocity data, four typical terrain features can be recognized successfully, and the recognition rate can reach up to 93%. Hindawi 2018-09-18 /pmc/articles/PMC6167578/ /pubmed/30319712 http://dx.doi.org/10.1155/2018/8610458 Text en Copyright © 2018 Chunfeng Yue et al. http://creativecommons.org/licenses/by/4.0/ 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 Yue, Chunfeng Lin, Xichuan Zhang, Ximing Qiu, Jing Cheng, Hong Design and Performance Evaluation of a Wearable Sensing System for Lower-Limb Exoskeleton |
title | Design and Performance Evaluation of a Wearable Sensing System for Lower-Limb Exoskeleton |
title_full | Design and Performance Evaluation of a Wearable Sensing System for Lower-Limb Exoskeleton |
title_fullStr | Design and Performance Evaluation of a Wearable Sensing System for Lower-Limb Exoskeleton |
title_full_unstemmed | Design and Performance Evaluation of a Wearable Sensing System for Lower-Limb Exoskeleton |
title_short | Design and Performance Evaluation of a Wearable Sensing System for Lower-Limb Exoskeleton |
title_sort | design and performance evaluation of a wearable sensing system for lower-limb exoskeleton |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6167578/ https://www.ncbi.nlm.nih.gov/pubmed/30319712 http://dx.doi.org/10.1155/2018/8610458 |
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