Satellite Television Remote Control System Based on Brain- Computer Interface

摘要：

This paper presents the satellite television remote control system based on brain- computer interface. The Brain Controlled Satellite Television Remote System (BCSTRS) is a real time system that can help the patients suffering from Amyotrophic Lateral Sclerosis(ALS) to select TV channels or adjust volume using their brain waves. In this paper we propose an algorithm including data acquisition and process, feature extraction, pattern recognition and SVM classifier. Experiments demonstrated that the BCSTRS is able to achieve an averaged information transfer rate of approximately 18 b/min and 5 healthy subjects can control the BCSTRS efficiently with an average accuracy of 90％.

关键词： Satellite Television brain-computer interface (BCI) P300 support vector machine (SVM)

作者: HongTao Wang Ting Li Yihong He Peng chen

作者单位: School of Information Engineering, WuYi University JiangMen, Guangdong province 529020, P. R. China

会议类型: 国际会议

会议名称: 2010 International Conference on Intelligent Computation Technology and Automation(2010 智能计算技术与自动化国际会议 ICICTA 2010)

会议地点: 长沙

会议语种:英文

页码: 2626-2629

在线出版日期: 2010-05-11（万方平台首次上网日期，不代表论文的发表时间）