Thuan, P.V. and Tuyen, N.T. and Quang, T.N. and Huu, T.T. (2023) External Device Control Program Based on EEG Data Analysis from Emotiv Epoc. In: 12th IEEE International Conference on Control, Automation and Information Sciences, ICCAIS 2023, 27 November 2023 Through 29 November 2023, Hanoi.
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In this paper, a brain-computer interface system that controls a robot arm operated by signals from the brain has been developed. Using the Emotiv Epoc, the electroencephalograph (EEG) signal is acquired and processed in real time. The signal is then processed through a brain-computer interface (BCI) program. The analysis results are mapped into the corresponding commands to control the robotic arm. The developed system can distinguish two different mental states in addition to the neutral state. © 2023 IEEE.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Divisions: | Faculties > Faculty of Control Engineering |
| Identification Number: | 10.1109/ICCAIS59597.2023.10382328 |
| Uncontrolled Keywords: | Brain computer interface; Electroencephalography, Command; Control program; Device control; Electroencephalograph; Electroencephalograph signals; Emotiv epoc; Interface project; Interface system; Real- time; Robot arms, Robotic arms |
| Additional Information: | Conference of 12th IEEE International Conference on Control, Automation and Information Sciences, ICCAIS 2023; Conference Date: 27 November 2023 Through 29 November 2023; Conference Code:196337 |
| URI: | http://eprints.lqdtu.edu.vn/id/eprint/11141 |
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