• DocumentCode
    256829
  • Title

    Mobile Robot Control by BCI Based on Motor Imagery

  • Author

    Wendi Song ; Xiangzhou Wang ; Shuhua Zheng ; Yingzi Lin

  • Author_Institution
    Sch. of Autom., Beijing Inst. of Technol., Beijing, China
  • Volume
    2
  • fYear
    2014
  • fDate
    26-27 Aug. 2014
  • Firstpage
    383
  • Lastpage
    387
  • Abstract
    Current interests in BCI development mainly derive from rehabilitation engineering, assistant control for normal people, entertainment, brain cognition, and so on. This paper has developed an online mobile robot control system by BCI based on motor imagery (MI). In the system, the user can give control command by ´thinking´. The EEG signals from the user are acquired by a biological signal acquisition system. The MI, specific signal features that reflect the user´s intent are extracted and translated into control commands. Through the wireless network, the computer can communicate with the mobile robot. The control commands can control the robot motion. The videos on the PC screen from the camera on the robot feedback to the user. Thus, the user can use feedback information to develop and maintain good correlation between his or her intent and the signal features employed by the BCI. The experimental results show that the system can extract features and translate those features into the robot commands correctly and efficiently for the real-time mobile robot control.
  • Keywords
    brain-computer interfaces; electroencephalography; feature extraction; feedback; mobile robots; motion control; signal detection; BCI development; EEG signals; MI; biological signal acquisition system; brain-computer interface; control command; electroencephalography; feedback information; mobile robot control system; motor imagery; robot feedback; robot motion control; signal feature extraction; signal feature translation; wireless network; Computers; Electrodes; Electroencephalography; Mobile robots; Support vector machines; Training; Brain-Robot Interface(BRI); EEG; Robot Control; SVM; Wavelet-CSP;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2014 Sixth International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4799-4956-4
  • Type

    conf

  • DOI
    10.1109/IHMSC.2014.194
  • Filename
    6911525