文章基本信息

标题：Brain Computer Interface Based Real Time Control of Wheelchair Using Electroencephalogram
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作者：Vijay Khare ; Jayashree Santhosh ; Sneh Anand 等
期刊名称：International Journal of Soft Computing & Engineering
电子版ISSN：2231-2307
出版年度：2011
卷号：1
期号：5
页码：41-45
出版社：International Journal of Soft Computing & Engineering
摘要：In this study, eight electrodes were to capture Electroencephalogram (EEG) from the brain to build a brain computer interface (BCI) based real time control for wheelchair to help the severely handicapped persons. To achieve this goal Wavelet Packet Transform (WPT) was used for feature extraction of the relevant frequency bands from EEG signals. Radial Basis Function network was used to classify the pre defined movements such as rest, forward, backward, left and right of the wheelchair. The experiment results confirmed that this system can provide a convenient manner to real time control a wheelchair.
关键词：Electroencephalogram (EEG); Wavelet Packet;Transform (WPT); Radial Basis Function neural network;(RBFNN); Brain computer interface (BCI); Rehabilitation; and;Wheelchair Controller.