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Eye-gaze control of a wheelchair mounted 6DOF assistive robot for activities of daily living
BACKGROUND: Building control architecture that balances the assistive manipulation systems with the benefits of direct human control is a crucial challenge of human–robot collaboration. It promises to help people with disabilities more efficiently control wheelchair and wheelchair-mounted robot arms...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8684692/ https://www.ncbi.nlm.nih.gov/pubmed/34922590 http://dx.doi.org/10.1186/s12984-021-00969-2 |
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author | Sunny, Md Samiul Haque Zarif, Md Ishrak Islam Rulik, Ivan Sanjuan, Javier Rahman, Mohammad Habibur Ahamed, Sheikh Iqbal Wang, Inga Schultz, Katie Brahmi, Brahim |
author_facet | Sunny, Md Samiul Haque Zarif, Md Ishrak Islam Rulik, Ivan Sanjuan, Javier Rahman, Mohammad Habibur Ahamed, Sheikh Iqbal Wang, Inga Schultz, Katie Brahmi, Brahim |
author_sort | Sunny, Md Samiul Haque |
collection | PubMed |
description | BACKGROUND: Building control architecture that balances the assistive manipulation systems with the benefits of direct human control is a crucial challenge of human–robot collaboration. It promises to help people with disabilities more efficiently control wheelchair and wheelchair-mounted robot arms to accomplish activities of daily living. METHODS: In this study, our research objective is to design an eye-tracking assistive robot control system capable of providing targeted engagement and motivating individuals with a disability to use the developed method for self-assistance activities of daily living. The graphical user interface is designed and integrated with the developed control architecture to achieve the goal. RESULTS: We evaluated the system by conducting a user study. Ten healthy participants performed five trials of three manipulation tasks using the graphical user interface and the developed control framework. The 100% success rate on task performance demonstrates the effectiveness of our system for individuals with motor impairments to control wheelchair and wheelchair-mounted assistive robotic manipulators. CONCLUSIONS: We demonstrated the usability of using this eye-gaze system to control a robotic arm mounted on a wheelchair in activities of daily living for people with disabilities. We found high levels of acceptance with higher ratings in the evaluation of the system with healthy participants. |
format | Online Article Text |
id | pubmed-8684692 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86846922021-12-20 Eye-gaze control of a wheelchair mounted 6DOF assistive robot for activities of daily living Sunny, Md Samiul Haque Zarif, Md Ishrak Islam Rulik, Ivan Sanjuan, Javier Rahman, Mohammad Habibur Ahamed, Sheikh Iqbal Wang, Inga Schultz, Katie Brahmi, Brahim J Neuroeng Rehabil Research BACKGROUND: Building control architecture that balances the assistive manipulation systems with the benefits of direct human control is a crucial challenge of human–robot collaboration. It promises to help people with disabilities more efficiently control wheelchair and wheelchair-mounted robot arms to accomplish activities of daily living. METHODS: In this study, our research objective is to design an eye-tracking assistive robot control system capable of providing targeted engagement and motivating individuals with a disability to use the developed method for self-assistance activities of daily living. The graphical user interface is designed and integrated with the developed control architecture to achieve the goal. RESULTS: We evaluated the system by conducting a user study. Ten healthy participants performed five trials of three manipulation tasks using the graphical user interface and the developed control framework. The 100% success rate on task performance demonstrates the effectiveness of our system for individuals with motor impairments to control wheelchair and wheelchair-mounted assistive robotic manipulators. CONCLUSIONS: We demonstrated the usability of using this eye-gaze system to control a robotic arm mounted on a wheelchair in activities of daily living for people with disabilities. We found high levels of acceptance with higher ratings in the evaluation of the system with healthy participants. BioMed Central 2021-12-18 /pmc/articles/PMC8684692/ /pubmed/34922590 http://dx.doi.org/10.1186/s12984-021-00969-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Sunny, Md Samiul Haque Zarif, Md Ishrak Islam Rulik, Ivan Sanjuan, Javier Rahman, Mohammad Habibur Ahamed, Sheikh Iqbal Wang, Inga Schultz, Katie Brahmi, Brahim Eye-gaze control of a wheelchair mounted 6DOF assistive robot for activities of daily living |
title | Eye-gaze control of a wheelchair mounted 6DOF assistive robot for activities of daily living |
title_full | Eye-gaze control of a wheelchair mounted 6DOF assistive robot for activities of daily living |
title_fullStr | Eye-gaze control of a wheelchair mounted 6DOF assistive robot for activities of daily living |
title_full_unstemmed | Eye-gaze control of a wheelchair mounted 6DOF assistive robot for activities of daily living |
title_short | Eye-gaze control of a wheelchair mounted 6DOF assistive robot for activities of daily living |
title_sort | eye-gaze control of a wheelchair mounted 6dof assistive robot for activities of daily living |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8684692/ https://www.ncbi.nlm.nih.gov/pubmed/34922590 http://dx.doi.org/10.1186/s12984-021-00969-2 |
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