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Development of a New Intelligent Joystick for People with Reduced Mobility
Despite the diversity of electric wheelchairs, many people with physical limitations and seniors have difficulty using their standard joystick. As a result, they cannot meet their needs or ensure safe travel. Recent assistive technologies can help to give them autonomy and independence. This work de...
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/PMC5885488/ https://www.ncbi.nlm.nih.gov/pubmed/29765462 http://dx.doi.org/10.1155/2018/2063628 |
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author | Mrabet, Makrem Rabhi, Yassine Fnaiech, Farhat |
author_facet | Mrabet, Makrem Rabhi, Yassine Fnaiech, Farhat |
author_sort | Mrabet, Makrem |
collection | PubMed |
description | Despite the diversity of electric wheelchairs, many people with physical limitations and seniors have difficulty using their standard joystick. As a result, they cannot meet their needs or ensure safe travel. Recent assistive technologies can help to give them autonomy and independence. This work deals with the real-time implementation of an artificial intelligence device to overcome these problems. Following a review of the literature from previous work, we present the methodology and process for implementing our intelligent control system on an electric wheelchair. The system is based on a neural algorithm that overcomes problems with standard joystick maneuvers such as the inability to move correctly in one direction. However, this implies the need for an appropriate methodology to map the position of the joystick handle. Experiments on a real wheelchair are carried out with real patients of the Mohamed Kassab National Institute Orthopedic, Physical and Functional Rehabilitation Hospital of Tunis. The proposed intelligent system gives good results compared to the use of a standard joystick. |
format | Online Article Text |
id | pubmed-5885488 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-58854882018-05-14 Development of a New Intelligent Joystick for People with Reduced Mobility Mrabet, Makrem Rabhi, Yassine Fnaiech, Farhat Appl Bionics Biomech Research Article Despite the diversity of electric wheelchairs, many people with physical limitations and seniors have difficulty using their standard joystick. As a result, they cannot meet their needs or ensure safe travel. Recent assistive technologies can help to give them autonomy and independence. This work deals with the real-time implementation of an artificial intelligence device to overcome these problems. Following a review of the literature from previous work, we present the methodology and process for implementing our intelligent control system on an electric wheelchair. The system is based on a neural algorithm that overcomes problems with standard joystick maneuvers such as the inability to move correctly in one direction. However, this implies the need for an appropriate methodology to map the position of the joystick handle. Experiments on a real wheelchair are carried out with real patients of the Mohamed Kassab National Institute Orthopedic, Physical and Functional Rehabilitation Hospital of Tunis. The proposed intelligent system gives good results compared to the use of a standard joystick. Hindawi 2018-03-22 /pmc/articles/PMC5885488/ /pubmed/29765462 http://dx.doi.org/10.1155/2018/2063628 Text en Copyright © 2018 Makrem Mrabet 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 Mrabet, Makrem Rabhi, Yassine Fnaiech, Farhat Development of a New Intelligent Joystick for People with Reduced Mobility |
title | Development of a New Intelligent Joystick for People with Reduced Mobility |
title_full | Development of a New Intelligent Joystick for People with Reduced Mobility |
title_fullStr | Development of a New Intelligent Joystick for People with Reduced Mobility |
title_full_unstemmed | Development of a New Intelligent Joystick for People with Reduced Mobility |
title_short | Development of a New Intelligent Joystick for People with Reduced Mobility |
title_sort | development of a new intelligent joystick for people with reduced mobility |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5885488/ https://www.ncbi.nlm.nih.gov/pubmed/29765462 http://dx.doi.org/10.1155/2018/2063628 |
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