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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...

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Detalles Bibliográficos
Autores principales: Liu, Jinguo, Luo, Yifan, Ju, Zhaojie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
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.
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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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