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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Trans Tech Publications Ltd., Switzerland
2014
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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 |
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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 |
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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 |
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