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An Intention-Driven Semi-autonomous Intelligent Robotic System for Drinking
In this study, an intention-driven semi-autonomous intelligent robotic (ID-SIR) system is designed and developed to assist the severely disabled patients to live independently. The system mainly consists of a non-invasive brain–machine interface (BMI) subsystem, a robot manipulator and a visual dete...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5596089/ https://www.ncbi.nlm.nih.gov/pubmed/28943849 http://dx.doi.org/10.3389/fnbot.2017.00048 |
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author | Zhang, Zhijun Huang, Yongqian Chen, Siyuan Qu, Jun Pan, Xin Yu, Tianyou Li, Yuanqing |
author_facet | Zhang, Zhijun Huang, Yongqian Chen, Siyuan Qu, Jun Pan, Xin Yu, Tianyou Li, Yuanqing |
author_sort | Zhang, Zhijun |
collection | PubMed |
description | In this study, an intention-driven semi-autonomous intelligent robotic (ID-SIR) system is designed and developed to assist the severely disabled patients to live independently. The system mainly consists of a non-invasive brain–machine interface (BMI) subsystem, a robot manipulator and a visual detection and localization subsystem. Different from most of the existing systems remotely controlled by joystick, head- or eye tracking, the proposed ID-SIR system directly acquires the intention from users’ brain. Compared with the state-of-art system only working for a specific object in a fixed place, the designed ID-SIR system can grasp any desired object in a random place chosen by a user and deliver it to his/her mouth automatically. As one of the main advantages of the ID-SIR system, the patient is only required to send one intention command for one drinking task and the autonomous robot would finish the rest of specific controlling tasks, which greatly eases the burden on patients. Eight healthy subjects attended our experiment, which contained 10 tasks for each subject. In each task, the proposed ID-SIR system delivered the desired beverage container to the mouth of the subject and then put it back to the original position. The mean accuracy of the eight subjects was 97.5%, which demonstrated the effectiveness of the ID-SIR system. |
format | Online Article Text |
id | pubmed-5596089 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-55960892017-09-22 An Intention-Driven Semi-autonomous Intelligent Robotic System for Drinking Zhang, Zhijun Huang, Yongqian Chen, Siyuan Qu, Jun Pan, Xin Yu, Tianyou Li, Yuanqing Front Neurorobot Neuroscience In this study, an intention-driven semi-autonomous intelligent robotic (ID-SIR) system is designed and developed to assist the severely disabled patients to live independently. The system mainly consists of a non-invasive brain–machine interface (BMI) subsystem, a robot manipulator and a visual detection and localization subsystem. Different from most of the existing systems remotely controlled by joystick, head- or eye tracking, the proposed ID-SIR system directly acquires the intention from users’ brain. Compared with the state-of-art system only working for a specific object in a fixed place, the designed ID-SIR system can grasp any desired object in a random place chosen by a user and deliver it to his/her mouth automatically. As one of the main advantages of the ID-SIR system, the patient is only required to send one intention command for one drinking task and the autonomous robot would finish the rest of specific controlling tasks, which greatly eases the burden on patients. Eight healthy subjects attended our experiment, which contained 10 tasks for each subject. In each task, the proposed ID-SIR system delivered the desired beverage container to the mouth of the subject and then put it back to the original position. The mean accuracy of the eight subjects was 97.5%, which demonstrated the effectiveness of the ID-SIR system. Frontiers Media S.A. 2017-09-08 /pmc/articles/PMC5596089/ /pubmed/28943849 http://dx.doi.org/10.3389/fnbot.2017.00048 Text en Copyright © 2017 Zhang, Huang, Chen, Qu, Pan, Yu and Li. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Zhang, Zhijun Huang, Yongqian Chen, Siyuan Qu, Jun Pan, Xin Yu, Tianyou Li, Yuanqing An Intention-Driven Semi-autonomous Intelligent Robotic System for Drinking |
title | An Intention-Driven Semi-autonomous Intelligent Robotic System for Drinking |
title_full | An Intention-Driven Semi-autonomous Intelligent Robotic System for Drinking |
title_fullStr | An Intention-Driven Semi-autonomous Intelligent Robotic System for Drinking |
title_full_unstemmed | An Intention-Driven Semi-autonomous Intelligent Robotic System for Drinking |
title_short | An Intention-Driven Semi-autonomous Intelligent Robotic System for Drinking |
title_sort | intention-driven semi-autonomous intelligent robotic system for drinking |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5596089/ https://www.ncbi.nlm.nih.gov/pubmed/28943849 http://dx.doi.org/10.3389/fnbot.2017.00048 |
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