Navigation assistance for a BCI-controlled humanoid robot

Damien Petit, P. Gergondet, A. Cherubini, Maxime Meilland, Andrew I. Comport, A. Kheddar
{"title":"Navigation assistance for a BCI-controlled humanoid robot","authors":"Damien Petit, P. Gergondet, A. Cherubini, Maxime Meilland, Andrew I. Comport, A. Kheddar","doi":"10.1109/CYBER.2014.6917469","DOIUrl":null,"url":null,"abstract":"We present an assisted navigation scheme designed to control a humanoid robot via a brain computer interface in order to let it interact with the environment and with humans. The interface is based on the well-known steady-state visually evoked potentials (SSVEP) and the stimuli are integrated into the live feedback from the robot embedded camera displayed on a Head Mounted Display (HMD). One user controlled the HRP-2 humanoid robot in an experiment designed to measure the performance of the new navigation scheme based on visual SLAM feedback. The new navigation scheme performance is tested in an experience where the user is asked to navigate to a certain location in order to perform a task. It results that without the navigation assistance it is much more difficult to reach the appropriate pose for performing the task. The detailed results of the experiments are reported in this paper, and we discuss the possible improvements of our novel scheme.","PeriodicalId":183401,"journal":{"name":"The 4th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent","volume":"3 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"15","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"The 4th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CYBER.2014.6917469","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 15

Abstract

We present an assisted navigation scheme designed to control a humanoid robot via a brain computer interface in order to let it interact with the environment and with humans. The interface is based on the well-known steady-state visually evoked potentials (SSVEP) and the stimuli are integrated into the live feedback from the robot embedded camera displayed on a Head Mounted Display (HMD). One user controlled the HRP-2 humanoid robot in an experiment designed to measure the performance of the new navigation scheme based on visual SLAM feedback. The new navigation scheme performance is tested in an experience where the user is asked to navigate to a certain location in order to perform a task. It results that without the navigation assistance it is much more difficult to reach the appropriate pose for performing the task. The detailed results of the experiments are reported in this paper, and we discuss the possible improvements of our novel scheme.
脑机接口控制的人形机器人导航辅助
我们提出了一种辅助导航方案,旨在通过脑机接口控制人形机器人,使其与环境和人进行交互。该界面基于众所周知的稳态视觉诱发电位(SSVEP),刺激被集成到头戴式显示器(HMD)上显示的机器人嵌入式摄像头的实时反馈中。在一项实验中,一名用户控制了HRP-2人形机器人,该实验旨在测量基于视觉SLAM反馈的新导航方案的性能。新导航方案的性能在用户被要求导航到特定位置以执行任务的体验中进行了测试。结果是,如果没有导航辅助,要达到执行任务的适当姿势要困难得多。本文给出了详细的实验结果,并讨论了该方案的改进之处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信