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An Interactive Astronaut-Robot System with Gesture Control
Human-robot interaction (HRI) plays an important role in future planetary exploration mission, where astronauts with extravehicular activities (EVA) have to communicate with robot assistants by speech-type or gesture-type user interfaces embedded in their space suits. This paper presents an interact...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4842936/ https://www.ncbi.nlm.nih.gov/pubmed/27190503 http://dx.doi.org/10.1155/2016/7845102 |
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author | Liu, Jinguo Luo, Yifan Ju, Zhaojie |
author_facet | Liu, Jinguo Luo, Yifan Ju, Zhaojie |
author_sort | Liu, Jinguo |
collection | PubMed |
description | Human-robot interaction (HRI) plays an important role in future planetary exploration mission, where astronauts with extravehicular activities (EVA) have to communicate with robot assistants by speech-type or gesture-type user interfaces embedded in their space suits. This paper presents an interactive astronaut-robot system integrating a data-glove with a space suit for the astronaut to use hand gestures to control a snake-like robot. Support vector machine (SVM) is employed to recognize hand gestures and particle swarm optimization (PSO) algorithm is used to optimize the parameters of SVM to further improve its recognition accuracy. Various hand gestures from American Sign Language (ASL) have been selected and used to test and validate the performance of the proposed system. |
format | Online Article Text |
id | pubmed-4842936 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-48429362016-05-17 An Interactive Astronaut-Robot System with Gesture Control Liu, Jinguo Luo, Yifan Ju, Zhaojie Comput Intell Neurosci Research Article Human-robot interaction (HRI) plays an important role in future planetary exploration mission, where astronauts with extravehicular activities (EVA) have to communicate with robot assistants by speech-type or gesture-type user interfaces embedded in their space suits. This paper presents an interactive astronaut-robot system integrating a data-glove with a space suit for the astronaut to use hand gestures to control a snake-like robot. Support vector machine (SVM) is employed to recognize hand gestures and particle swarm optimization (PSO) algorithm is used to optimize the parameters of SVM to further improve its recognition accuracy. Various hand gestures from American Sign Language (ASL) have been selected and used to test and validate the performance of the proposed system. Hindawi Publishing Corporation 2016 2016-04-11 /pmc/articles/PMC4842936/ /pubmed/27190503 http://dx.doi.org/10.1155/2016/7845102 Text en Copyright © 2016 Jinguo Liu et al. https://creativecommons.org/licenses/by/4.0/ 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 Liu, Jinguo Luo, Yifan Ju, Zhaojie An Interactive Astronaut-Robot System with Gesture Control |
title | An Interactive Astronaut-Robot System with Gesture Control |
title_full | An Interactive Astronaut-Robot System with Gesture Control |
title_fullStr | An Interactive Astronaut-Robot System with Gesture Control |
title_full_unstemmed | An Interactive Astronaut-Robot System with Gesture Control |
title_short | An Interactive Astronaut-Robot System with Gesture Control |
title_sort | interactive astronaut-robot system with gesture control |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4842936/ https://www.ncbi.nlm.nih.gov/pubmed/27190503 http://dx.doi.org/10.1155/2016/7845102 |
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