Control of a Wheelchair in an Indoor Environment Based on a Brain-Computer Interface and Automated Navigation

被引:181
|
作者
Zhang, Rui [1 ,2 ]
Li, Yuanqing [1 ,2 ]
Yan, Yongyong [1 ,2 ]
Zhang, Hao [1 ,2 ]
Wu, Shaoyu [1 ,2 ]
Yu, Tianyou [1 ,2 ]
Gu, Zhenghui [1 ,2 ]
机构
[1] S China Univ Technol, Sch Automat Sci & Engn, Guangzhou 510640, Guangdong, Peoples R China
[2] Guangzhou Key Lab Brain Comp Interact & Applicat, Guangzhou 510640, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Automated navigation; brain-computer interface (BCI); motor imagery; P300; wheelchair; MOBILE ROBOTS; BCI SYSTEM; P300; SSVEP;
D O I
10.1109/TNSRE.2015.2439298
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The concept of controlling a wheelchair using brain signals is promising. However, the continuous control of a wheelchair based on unstable and noisy electroencephalogram signals is unreliable and generates a significant mental burden for the user. A feasible solution is to integrate a brain-computer interface (BCI) with automated navigation techniques. This paper presents a brain-controlled intelligent wheelchair with the capability of automatic navigation. Using an autonomous navigation system, candidate destinations and waypoints are automatically generated based on the existing environment. The user selects a destination using a motor imagery (MI)-based or P300-based BCI. According to the determined destination, the navigation system plans a short and safe path and navigates the wheelchair to the destination. During the movement of the wheelchair, the user can issue a stop command with the BCI. Using our system, the mental burden of the user can be substantially alleviated. Furthermore, our system can adapt to changes in the environment. Two experiments based on MI and P300 were conducted to demonstrate the effectiveness of our system.
引用
收藏
页码:128 / 139
页数:12
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