Implementation of wheelchair motion control based on electrooculography using simulation and experimental performance testing

The aim of this study is to perform the experimental verification on the fuzzy-based control designed for wheelchair motion. This motion control based on the eye movement signals using electrooculograhphy (EOG) technique. The EOG is a technique to acquire the eye movement data from a person, i.e tet...

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Main Authors: Mohd Noor, Nurul Muthmainnah, Ahmad, Salmiah, Sidek, Shahrul Na'im
Format: Article
Language:English
Published: Trans Tech Publications Ltd., Switzerland 2014
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Online Access:http://irep.iium.edu.my/38742/1/AMM.554.551.pdf
http://irep.iium.edu.my/38742/
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spelling my.iium.irep.387422015-10-28T17:08:28Z http://irep.iium.edu.my/38742/ Implementation of wheelchair motion control based on electrooculography using simulation and experimental performance testing Mohd Noor, Nurul Muthmainnah Ahmad, Salmiah Sidek, Shahrul Na'im TJ212 Control engineering The aim of this study is to perform the experimental verification on the fuzzy-based control designed for wheelchair motion. This motion control based on the eye movement signals using electrooculograhphy (EOG) technique. The EOG is a technique to acquire the eye movement data from a person, i.e tetraplegia, which the data obtained, can be used as a main communication tool. This study is about the implementation of the designed controller using PD-type fuzzy controller and tested on the hardware of the wheelchair system using the eye movement signal obtained through EOG technique as the motion input references. The results obtained show that the PD-type fuzzy logic controller designed has successfully managed to track the input reference for linear motion set (forward and backward direction) by the EOG signal. Trans Tech Publications Ltd., Switzerland 2014 Article REM application/pdf en http://irep.iium.edu.my/38742/1/AMM.554.551.pdf Mohd Noor, Nurul Muthmainnah and Ahmad, Salmiah and Sidek, Shahrul Na'im (2014) Implementation of wheelchair motion control based on electrooculography using simulation and experimental performance testing. Applied Mechanics and Materials, 554. pp. 551-555. ISSN 1660-9336 http://www.scientific.net/Paper/Search?searchString=Implementation%20of%20wheelchair%20motion%20control%20based%20on%20electrooculography%20using%20simulation%20and%20experimental%20performance%20testing 10.4028/www.scientific.net/AMM.554.551
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic TJ212 Control engineering
spellingShingle TJ212 Control engineering
Mohd Noor, Nurul Muthmainnah
Ahmad, Salmiah
Sidek, Shahrul Na'im
Implementation of wheelchair motion control based on electrooculography using simulation and experimental performance testing
description The aim of this study is to perform the experimental verification on the fuzzy-based control designed for wheelchair motion. This motion control based on the eye movement signals using electrooculograhphy (EOG) technique. The EOG is a technique to acquire the eye movement data from a person, i.e tetraplegia, which the data obtained, can be used as a main communication tool. This study is about the implementation of the designed controller using PD-type fuzzy controller and tested on the hardware of the wheelchair system using the eye movement signal obtained through EOG technique as the motion input references. The results obtained show that the PD-type fuzzy logic controller designed has successfully managed to track the input reference for linear motion set (forward and backward direction) by the EOG signal.
format Article
author Mohd Noor, Nurul Muthmainnah
Ahmad, Salmiah
Sidek, Shahrul Na'im
author_facet Mohd Noor, Nurul Muthmainnah
Ahmad, Salmiah
Sidek, Shahrul Na'im
author_sort Mohd Noor, Nurul Muthmainnah
title Implementation of wheelchair motion control based on electrooculography using simulation and experimental performance testing
title_short Implementation of wheelchair motion control based on electrooculography using simulation and experimental performance testing
title_full Implementation of wheelchair motion control based on electrooculography using simulation and experimental performance testing
title_fullStr Implementation of wheelchair motion control based on electrooculography using simulation and experimental performance testing
title_full_unstemmed Implementation of wheelchair motion control based on electrooculography using simulation and experimental performance testing
title_sort implementation of wheelchair motion control based on electrooculography using simulation and experimental performance testing
publisher Trans Tech Publications Ltd., Switzerland
publishDate 2014
url http://irep.iium.edu.my/38742/1/AMM.554.551.pdf
http://irep.iium.edu.my/38742/
http://www.scientific.net/Paper/Search?searchString=Implementation%20of%20wheelchair%20motion%20control%20based%20on%20electrooculography%20using%20simulation%20and%20experimental%20performance%20testing
_version_ 1643611492252123136
score 13.160551