Zhu, K., & Jiao, A., & Liu, X. C., & Ramsay, S. (2021, July), Design of a Low Cost EEG Headset for Educational Research  Paper presented at 2021 ASEE Virtual Annual Conference Content Access, Virtual Conference. 10.18260/1-2--36917

\bibitem{asee_peer_36917}
  Zhu, K., \& Jiao, A., \& Liu, X. C., \& Ramsay, S. (2021, July), \emph{Design of a Low Cost EEG Headset for Educational Research}
  Paper presented at 2021 ASEE Virtual Annual Conference Content Access, Virtual Conference.
  10.18260/1-2--36917

Kevin Zhu, Aoran Jiao, Xinyue (Crystal) Liu, and Scott Ramsay P.Eng..  "Design of a Low Cost EEG Headset for Educational Research".  2021 ASEE Virtual Annual Conference Content Access, Virtual Conference, 2021, July.  ASEE Conferences, 2021.  https://peer.asee.org/36917 Internet.  15 Dec, 2024

\bibitem{asee_peer_36917}
  Kevin Zhu, Aoran Jiao, Xinyue (Crystal) Liu, and Scott Ramsay P.Eng..
  "Design of a Low Cost EEG Headset for Educational Research".
  \emph{2021 ASEE Virtual Annual Conference Content Access, Virtual Conference, 2021, July}.
  ASEE Conferences, 2021.
  https://peer.asee.org/36917 Internet.  15 Dec, 2024

@INPROCEEDINGS{asee_peer_36917
author = "Kevin Zhu, Aoran Jiao, Xinyue (Crystal) Liu, and Scott Ramsay P.Eng."
title = "Design of a Low Cost EEG Headset for Educational Research"
booktitle = "2021 ASEE Virtual Annual Conference Content Access"
year = "2021"
month = "July"
address = "Virtual Conference"
publisher = "ASEE Conferences"
note = {https://peer.asee.org/36917}
number = {10.18260/1-2--36917}
}

TY  - CPAPER
AB  - Electroencephalography signals are used widely in medical and pedagogical research because they quantitatively and non-invasively reflect brain activity. However, commercially available EEG devices are often either prohibitively expensive, or do not offer the correct capabilities such as enough electrodes. This work-in-progress study aims to address this gap through the design of a low-cost, easy-to-use, and effective EEG headset for engineering educational research studies.

The current study includes a relatively small sample size (N=6); however, it does identify some preliminary trends. For example, although most participants found the authors’ current design to be more comfortable than commercially available designs, the design also had a much larger range of reported comfort levels. Additionally, no distinct conclusion could be drawn from the signal quality comparison between the current design and the commercial device due to limited sample size and large variation among collected data. This exploratory study provides  a framework for future studies when more data could be collected. There is potential for such a device to provide insight into learner behavior in the remote learning environment due to its lower cost, light weight, and small size.
AU  - Kevin Zhu
AU  - Aoran Jiao
AU  - Xinyue (Crystal) Liu
AU  - Scott Ramsay P.Eng.
CY  - Virtual Conference
DA  - 2021/07/26
PB  - ASEE Conferences
TI  - Design of a Low Cost EEG Headset for Educational Research
UR  - https://peer.asee.org/36917
DO  - 10.18260/1-2--36917
ER  -