An EEG-Controlled Wheelchair Using Eye Movements

被引:2
|
作者
Tran, Hue T. [1 ]
Nguyen, Hai T. [2 ]
Phan, Hieu V. [3 ]
Toi, V. Van [1 ]
Ngo, Thuyen V. [2 ]
Cao Bui-Thu [3 ]
机构
[1] Int Univ, VNU HCMC, Dept Biomed Engn, Seoul, South Korea
[2] UTE HCMC, Fac Elect Elect Engn, Hanoi, Vietnam
[3] Ind Univ Ho Chi Minh City, Dept Elect Technol, Ho Chi Minh City, Vietnam
关键词
Threshold algorithms; EEG technology; Eye movements; Electric wheelchair;
D O I
10.1007/978-3-319-11776-8_116
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
This paper proposes a threshold algorithm to extract features and then create standard thresholds of EEG online signals using eye movements. Based on the standard thresholds, an electrical wheelchair can be controlled to reach the desired target. In this project, a Hamming band-pass filter is applied to detect noise of EEG signal. Moreover, calculation of blink-times and detection of confusion between left glance and right glance signals program are built and added to increase the accuracy of the wheelchair control. Additionally, a quality testing program is also built in Labview environment to improve effort of data collection. Finally, experimental results of controlling the electrical wheelchair in indoor environments demonstrated the effectiveness of the proposed method.
引用
收藏
页码:470 / 473
页数:4
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