Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Mrabet, Makrem, Rabhi, Yassine, Fnaiech, Farhat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
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
_version_ 1783312000339673088
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
work_keys_str_mv AT mrabetmakrem developmentofanewintelligentjoystickforpeoplewithreducedmobility
AT rabhiyassine developmentofanewintelligentjoystickforpeoplewithreducedmobility
AT fnaiechfarhat developmentofanewintelligentjoystickforpeoplewithreducedmobility