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Motor imaginary-based BCI for controlling a remote car
Authors:SUN Hong-yu  XIANG Yang  SUN Yao-ru  DAI Yi-wen
Affiliation:1. College of Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266510, China;School of Electronics and Information Engineering, Tongji University, Shanghai 200092, China
2. School of Electronics and Information Engineering, Tongji University, Shanghai 200092, China
3. College of Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266510, China
Abstract:This paper presents the application of an effective electroencephalogram(EEG)based brain-computer interface(BCI)for controlling a remote car in a practical environment.The BCI uses the motor imaginary to translate the subject’s motor intention into a control signal through classifying EEG patterns of different imaginary tasks.The system is composed of a remote car,a digital signal processor and a wireless data transfer module.The performance of the BCI was found to be robust to distract motor imaginary in the remote car controlling and need a short training time.The experimental results indicate that the successful ternary-control by using motor imaginry may be practicable in an uncontrolled environment.
Keywords:electroencephalogram (EEG)  brain-computer interface (BCI)  motor imaginary  online classification
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