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