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Motor imaginary-based BCI for controlling a remote car
  • 时间:0
  • 分类:TN911.71[电子电信—通信与信息系统;电子电信—信息与通信工程]
  • 作者机构:[1]College of Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao 266510, China, [2]School of Electronics and Information Engineering, Tongji University, Shanghai 200092, China
  • 相关基金:National Natural Science Foundation of China (No. 61071087, No. 60970062);
中文摘要:

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.更多还原

英文摘要:

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 in- dicate that the successful ternary-control by using motor imaginry may be practicable in an uncontrolled environment.

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