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Robust Human Machine Interface Based on Head Movements Applied to Assistive Robotics
This paper presents an interface that uses two different sensing techniques and combines both results through a fusion process to obtain the minimum-variance estimator of the orientation of the user's head. Sensing techniques of the interface are based on an inertial sensor and artificial visio...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3888755/ https://www.ncbi.nlm.nih.gov/pubmed/24453877 http://dx.doi.org/10.1155/2013/589636 |
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author | Perez, Elisa López, Natalia Orosco, Eugenio Soria, Carlos Mut, Vicente Freire-Bastos, Teodiano |
author_facet | Perez, Elisa López, Natalia Orosco, Eugenio Soria, Carlos Mut, Vicente Freire-Bastos, Teodiano |
author_sort | Perez, Elisa |
collection | PubMed |
description | This paper presents an interface that uses two different sensing techniques and combines both results through a fusion process to obtain the minimum-variance estimator of the orientation of the user's head. Sensing techniques of the interface are based on an inertial sensor and artificial vision. The orientation of the user's head is used to steer the navigation of a robotic wheelchair. Also, a control algorithm for assistive technology system is presented. The system is evaluated by four individuals with severe motors disability and a quantitative index was developed, in order to objectively evaluate the performance. The results obtained are promising since most users could perform the proposed tasks with the robotic wheelchair. |
format | Online Article Text |
id | pubmed-3888755 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-38887552014-01-22 Robust Human Machine Interface Based on Head Movements Applied to Assistive Robotics Perez, Elisa López, Natalia Orosco, Eugenio Soria, Carlos Mut, Vicente Freire-Bastos, Teodiano ScientificWorldJournal Research Article This paper presents an interface that uses two different sensing techniques and combines both results through a fusion process to obtain the minimum-variance estimator of the orientation of the user's head. Sensing techniques of the interface are based on an inertial sensor and artificial vision. The orientation of the user's head is used to steer the navigation of a robotic wheelchair. Also, a control algorithm for assistive technology system is presented. The system is evaluated by four individuals with severe motors disability and a quantitative index was developed, in order to objectively evaluate the performance. The results obtained are promising since most users could perform the proposed tasks with the robotic wheelchair. Hindawi Publishing Corporation 2013-12-26 /pmc/articles/PMC3888755/ /pubmed/24453877 http://dx.doi.org/10.1155/2013/589636 Text en Copyright © 2013 Elisa Perez et al. https://creativecommons.org/licenses/by/3.0/ 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 Perez, Elisa López, Natalia Orosco, Eugenio Soria, Carlos Mut, Vicente Freire-Bastos, Teodiano Robust Human Machine Interface Based on Head Movements Applied to Assistive Robotics |
title | Robust Human Machine Interface Based on Head Movements Applied to Assistive Robotics |
title_full | Robust Human Machine Interface Based on Head Movements Applied to Assistive Robotics |
title_fullStr | Robust Human Machine Interface Based on Head Movements Applied to Assistive Robotics |
title_full_unstemmed | Robust Human Machine Interface Based on Head Movements Applied to Assistive Robotics |
title_short | Robust Human Machine Interface Based on Head Movements Applied to Assistive Robotics |
title_sort | robust human machine interface based on head movements applied to assistive robotics |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3888755/ https://www.ncbi.nlm.nih.gov/pubmed/24453877 http://dx.doi.org/10.1155/2013/589636 |
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