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A Study of Mobile Robot Control using EEG Emotiv Epoc Sensor

YASIN, TIMOTHIUS VICTORIO and Pasila, Felix and Lim, Resmana (2018) A Study of Mobile Robot Control using EEG Emotiv Epoc Sensor. [UNSPECIFIED]

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    Abstract

    The study was using an EEG Emotiv Epoc+ sensor to recognize brain activity for controlling a mobile robots movement. The study used Emotiv Control Panel software for EEG command identification. The commands will be interfaced inside Mind Your OSCs software and processing software which processed inside an Arduino Controller. The output of the Arduino is a movement command (ie. forward, backward, turn left, and turn right). The training methods of the system composed of three sets of thinking mode. First, thinking with doing facial expressions. Second, thinking with visual help. Third, thinking mentally without any help. In the first set, there are two configurations thinking with facial expression help as command of the mobile robot. Final results of the system are the second facial expressions configuration as the best facial expressions method with success rate 88.33 %. The second facial expression configuration has overall response time 1.60175 s faster than the first facial expressions configuration. In these two methods have dominant signals on the frontal lobe. The second facial expressions method have overall respond time 6.12 and 9.53 s faster than thinking with visual, and thinking without help respectively.

    Item Type: UNSPECIFIED
    Uncontrolled Keywords: EEG; Emotiv epoch sensor; Mobile robot control
    Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
    Divisions: Faculty of Industrial Technology > Electrical Engineering Department
    Depositing User: Admin
    Date Deposited: 04 Jul 2018 14:07
    Last Modified: 10 Jul 2018 21:47
    URI: http://repository.petra.ac.id/id/eprint/17849

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