Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Chang, Yeong-Hwa, Sahoo, Nilima, Chen, Jing-Yuan, Chuang, Shang-Yi, Lin, Hung-Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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
_version_ 1783676925396385792
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
work_keys_str_mv AT changyeonghwa rosbasedsmartwalkerwithfuzzyposturejudgementandpowerassistance
AT sahoonilima rosbasedsmartwalkerwithfuzzyposturejudgementandpowerassistance
AT chenjingyuan rosbasedsmartwalkerwithfuzzyposturejudgementandpowerassistance
AT chuangshangyi rosbasedsmartwalkerwithfuzzyposturejudgementandpowerassistance
AT linhungwei rosbasedsmartwalkerwithfuzzyposturejudgementandpowerassistance