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ROS-Based Smart Walker with Fuzzy Posture Judgement and Power Assistance
In recent years the increased rate of the aging population has become more serious. With aging, the elderly sometimes inevitably faces many problems which lead to slow walking, unstable or weak limbs and even fall-related injuries. So, it is very important to develop an assistive aid device. In this...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8036503/ https://www.ncbi.nlm.nih.gov/pubmed/33805520 http://dx.doi.org/10.3390/s21072371 |
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author | Chang, Yeong-Hwa Sahoo, Nilima Chen, Jing-Yuan Chuang, Shang-Yi Lin, Hung-Wei |
author_facet | Chang, Yeong-Hwa Sahoo, Nilima Chen, Jing-Yuan Chuang, Shang-Yi Lin, Hung-Wei |
author_sort | Chang, Yeong-Hwa |
collection | PubMed |
description | In recent years the increased rate of the aging population has become more serious. With aging, the elderly sometimes inevitably faces many problems which lead to slow walking, unstable or weak limbs and even fall-related injuries. So, it is very important to develop an assistive aid device. In this study, a fuzzy controller-based smart walker with a distributed robot operating system (ROS) framework is designed to assist in independent walking. The combination of Raspberry Pi and PIC microcontroller acts as the control kernel of the proposed device. In addition, the environmental information and user postures can be recognized with the integration of sensors. The sensing data include the road slope, velocity of the walker, and user’s grip forces, etc. According to the sensing data, the fuzzy controller can produce an assistive force to make the walker moving more smoothly and safely. Apart from this, a mobile application (App) is designed that allows the user’s guardian to view the current status of the smart walker as well as to track the user’s location. |
format | Online Article Text |
id | pubmed-8036503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80365032021-04-12 ROS-Based Smart Walker with Fuzzy Posture Judgement and Power Assistance Chang, Yeong-Hwa Sahoo, Nilima Chen, Jing-Yuan Chuang, Shang-Yi Lin, Hung-Wei Sensors (Basel) Article In recent years the increased rate of the aging population has become more serious. With aging, the elderly sometimes inevitably faces many problems which lead to slow walking, unstable or weak limbs and even fall-related injuries. So, it is very important to develop an assistive aid device. In this study, a fuzzy controller-based smart walker with a distributed robot operating system (ROS) framework is designed to assist in independent walking. The combination of Raspberry Pi and PIC microcontroller acts as the control kernel of the proposed device. In addition, the environmental information and user postures can be recognized with the integration of sensors. The sensing data include the road slope, velocity of the walker, and user’s grip forces, etc. According to the sensing data, the fuzzy controller can produce an assistive force to make the walker moving more smoothly and safely. Apart from this, a mobile application (App) is designed that allows the user’s guardian to view the current status of the smart walker as well as to track the user’s location. MDPI 2021-03-29 /pmc/articles/PMC8036503/ /pubmed/33805520 http://dx.doi.org/10.3390/s21072371 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Article Chang, Yeong-Hwa Sahoo, Nilima Chen, Jing-Yuan Chuang, Shang-Yi Lin, Hung-Wei ROS-Based Smart Walker with Fuzzy Posture Judgement and Power Assistance |
title | ROS-Based Smart Walker with Fuzzy Posture Judgement and Power Assistance |
title_full | ROS-Based Smart Walker with Fuzzy Posture Judgement and Power Assistance |
title_fullStr | ROS-Based Smart Walker with Fuzzy Posture Judgement and Power Assistance |
title_full_unstemmed | ROS-Based Smart Walker with Fuzzy Posture Judgement and Power Assistance |
title_short | ROS-Based Smart Walker with Fuzzy Posture Judgement and Power Assistance |
title_sort | ros-based smart walker with fuzzy posture judgement and power assistance |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8036503/ https://www.ncbi.nlm.nih.gov/pubmed/33805520 http://dx.doi.org/10.3390/s21072371 |
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