EMG-based hands-free wheelchair control with EOG attention shift detection

被引:0
|
作者
Tsui, Chun Sing Louis [1 ]
Jia, Pei [1 ]
Gan, John Q. [1 ]
Hu, Huosheng [1 ]
Yuan, Kui [2 ]
机构
[1] Univ Essex, Dept Comp & Elect Syst, Colchester CO4 3SQ, Essex, England
[2] Chinese Acad Sci, Inst Automat, Beijing, Peoples R China
关键词
EMG; EOG; intelligent wheelchair; handsfree control;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a novel hands-free control system for an electric-powered wheelchair, which is based on EMG (Electromyography) signals recorded from eyebrow muscle activity. By using a simple CyberLink [1] device, one-dimensional continuous EMG signals are obtained, analysed, and then translated into multi-directional control commands (forward, left, right, etc.) for the wheelchair that supports multi-directional control. At the same time, EOG (Electrooculography) signals detected from eye movements are used to adjust wheelchair speed. The system also allows a user to choose either control state or non-control state so that any non-intended muscle activity can be ignored during the non-control state. The system is reliable, easy to set up, and easy to use.
引用
收藏
页码:1266 / +
页数:3
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