SIA OpenIR  > 机器人学研究室
An Approach for Pattern Recognition of EEG Applied in Prosthetic Hand Drive
Zhang XD(张小栋); Wang YX(王云霞); Li YN(李耀楠); Zhang, Jinjin
作者部门机器人学研究室
关键词Pattern Recognition Eeg Brain-computer Interface Prosthesis Hand
发表期刊Journal of Systemics, Cybernetics and Informatics
ISSN1690-4524
2011
卷号9期号:6页码:51-56
产权排序1
摘要For controlling the prosthetic hand by only electroencephalogram (EEG), it has become the hot spot in robotics research to set up a direct communication and control channel between human brain and prosthetic hand. In this paper, the EEG signal is analyzed based on multi-complicated hand activities. And then, two methods of EEG pattern recognition are investigated, a neural prosthesis hand system driven by BCI is set up, which can complete four kinds of actions (arm's free state, arm movement, hand crawl, hand open). Through several times of off-line and on-line experiments, the result shows that the neural prosthesis hand system driven by BCI is reasonable and feasible, the C-support vector classifiersbased method is better than BP neural network on the EEG pattern recognition for multi-complicated hand activities.
语种英语
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/19886
专题机器人学研究室
通讯作者Zhang XD(张小栋)
作者单位1.School of Mechanical Engineering, Xi’an Jiaotong University Xi’an, Shaanxi Province 710049 China
2.State Key Laboratory of Robotics, Shenyang Institute of automation Chinese Academy of Sciences, Shenyang, Liaoning Province 110016 China
推荐引用方式
GB/T 7714
Zhang XD,Wang YX,Li YN,et al. An Approach for Pattern Recognition of EEG Applied in Prosthetic Hand Drive[J]. Journal of Systemics, Cybernetics and Informatics,2011,9(6):51-56.
APA Zhang XD,Wang YX,Li YN,&Zhang, Jinjin.(2011).An Approach for Pattern Recognition of EEG Applied in Prosthetic Hand Drive.Journal of Systemics, Cybernetics and Informatics,9(6),51-56.
MLA Zhang XD,et al."An Approach for Pattern Recognition of EEG Applied in Prosthetic Hand Drive".Journal of Systemics, Cybernetics and Informatics 9.6(2011):51-56.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
An Approach for Patt(381KB)期刊论文作者接受稿开放获取ODC PDDL浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Zhang XD(张小栋)]的文章
[Wang YX(王云霞)]的文章
[Li YN(李耀楠)]的文章
百度学术
百度学术中相似的文章
[Zhang XD(张小栋)]的文章
[Wang YX(王云霞)]的文章
[Li YN(李耀楠)]的文章
必应学术
必应学术中相似的文章
[Zhang XD(张小栋)]的文章
[Wang YX(王云霞)]的文章
[Li YN(李耀楠)]的文章
相关权益政策
暂无数据
收藏/分享
文件名: An Approach for Pattern Recognition of EEG Applied in Prosthetic Hand Drive.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。