DocumentCode :
3207657
Title :
Satellite Television Remote Control System Based on Brain-Computer Interface
Author :
Wang, Hongtao ; Li, Ting ; He, Yihong ; Chen, Peng
Author_Institution :
Sch. of Inf. Eng., WuYi Univ., Jiangmen, China
Volume :
3
fYear :
2010
fDate :
11-12 May 2010
Firstpage :
264
Lastpage :
267
Abstract :
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%.
Keywords :
brain-computer interfaces; data acquisition; electroencephalography; feature extraction; medical signal processing; pattern recognition; support vector machines; SVM classifier; amyotrophic lateral sclerosis; brain-computer interface; data acquisition; data processing; feature extraction; pattern recognition; satellite television remote control system; support vector machines; Brain computer interfaces; Control systems; Data acquisition; Feature extraction; Pattern recognition; Real time systems; Satellite broadcasting; Support vector machine classification; Support vector machines; TV; P300; Satellite Television; brain–computer interface (BCI); support vector machine (SVM);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-7279-6
Electronic_ISBN :
978-1-4244-7280-2
Type :
conf
DOI :
10.1109/ICICTA.2010.819
Filename :
5523468
Link To Document :
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