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Intelligent Control Wheelchair Using a New Visual Joystick

A new control system of a hand gesture-controlled wheelchair (EWC) is proposed. This smart control device is suitable for a large number of patients who cannot manipulate a standard joystick wheelchair. The movement control system uses a camera fixed on the wheelchair. The patient's hand moveme...

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Detalles Bibliográficos
Autores principales: Rabhi, Yassine, Mrabet, Makrem, Fnaiech, Farhat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5823424/
https://www.ncbi.nlm.nih.gov/pubmed/29599953
http://dx.doi.org/10.1155/2018/6083565
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author Rabhi, Yassine
Mrabet, Makrem
Fnaiech, Farhat
author_facet Rabhi, Yassine
Mrabet, Makrem
Fnaiech, Farhat
author_sort Rabhi, Yassine
collection PubMed
description A new control system of a hand gesture-controlled wheelchair (EWC) is proposed. This smart control device is suitable for a large number of patients who cannot manipulate a standard joystick wheelchair. The movement control system uses a camera fixed on the wheelchair. The patient's hand movements are recognized using a visual recognition algorithm and artificial intelligence software; the derived corresponding signals are thus used to control the EWC in real time. One of the main features of this control technique is that it allows the patient to drive the wheelchair with a variable speed similar to that of a standard joystick. The designed device “hand gesture-controlled wheelchair” is performed at low cost and has been tested on real patients and exhibits good results. Before testing the proposed control device, we have created a three-dimensional environment simulator to test its performances with extreme security. These tests were performed on real patients with diverse hand pathologies in Mohamed Kassab National Institute of Orthopedics, Physical and Functional Rehabilitation Hospital of Tunis, and the validity of this intelligent control system had been proved.
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spelling pubmed-58234242018-03-29 Intelligent Control Wheelchair Using a New Visual Joystick Rabhi, Yassine Mrabet, Makrem Fnaiech, Farhat J Healthc Eng Research Article A new control system of a hand gesture-controlled wheelchair (EWC) is proposed. This smart control device is suitable for a large number of patients who cannot manipulate a standard joystick wheelchair. The movement control system uses a camera fixed on the wheelchair. The patient's hand movements are recognized using a visual recognition algorithm and artificial intelligence software; the derived corresponding signals are thus used to control the EWC in real time. One of the main features of this control technique is that it allows the patient to drive the wheelchair with a variable speed similar to that of a standard joystick. The designed device “hand gesture-controlled wheelchair” is performed at low cost and has been tested on real patients and exhibits good results. Before testing the proposed control device, we have created a three-dimensional environment simulator to test its performances with extreme security. These tests were performed on real patients with diverse hand pathologies in Mohamed Kassab National Institute of Orthopedics, Physical and Functional Rehabilitation Hospital of Tunis, and the validity of this intelligent control system had been proved. Hindawi 2018-02-07 /pmc/articles/PMC5823424/ /pubmed/29599953 http://dx.doi.org/10.1155/2018/6083565 Text en Copyright © 2018 Yassine Rabhi 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
Rabhi, Yassine
Mrabet, Makrem
Fnaiech, Farhat
Intelligent Control Wheelchair Using a New Visual Joystick
title Intelligent Control Wheelchair Using a New Visual Joystick
title_full Intelligent Control Wheelchair Using a New Visual Joystick
title_fullStr Intelligent Control Wheelchair Using a New Visual Joystick
title_full_unstemmed Intelligent Control Wheelchair Using a New Visual Joystick
title_short Intelligent Control Wheelchair Using a New Visual Joystick
title_sort intelligent control wheelchair using a new visual joystick
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5823424/
https://www.ncbi.nlm.nih.gov/pubmed/29599953
http://dx.doi.org/10.1155/2018/6083565
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