TY - GEN
T1 - An apparatus to measure stimulus-related and response-related visual evoked potential in a simulated driving scenario
AU - Wang, Yongxiang
AU - Markham, Charles
AU - Deegan, Catherine
N1 - Publisher Copyright:
© 2021 European Signal Processing Conference. All rights reserved.
PY - 2021
Y1 - 2021
N2 - The present study evaluated an apparatus to measure the P3 event-related potential (ERP) component generated from both stimulus-locked (eye gaze) averaging and response-locked (key press) averaging. The apparatus used photographs of road sign related driving scenes as visual stimuli, and a customised EEG, eye tracking, and keyboard synchronised system. The results embraced a wider range of reaction time variation compared to similar work in the literature. In addition, the images used in this study include more complexity which explains the difference. The current experiment setup can reconstruct the P3 component using the response-locked averaging. This is then compared with the stimulus-locked averaging and a strong correlation is shown between the two approaches. This shows that response-locked averaging can be utilised as a sufficient tool to identify driver's visual stimuli registration in the brain. This observation may reduce the requirement for eye tracking in some future studies.
AB - The present study evaluated an apparatus to measure the P3 event-related potential (ERP) component generated from both stimulus-locked (eye gaze) averaging and response-locked (key press) averaging. The apparatus used photographs of road sign related driving scenes as visual stimuli, and a customised EEG, eye tracking, and keyboard synchronised system. The results embraced a wider range of reaction time variation compared to similar work in the literature. In addition, the images used in this study include more complexity which explains the difference. The current experiment setup can reconstruct the P3 component using the response-locked averaging. This is then compared with the stimulus-locked averaging and a strong correlation is shown between the two approaches. This shows that response-locked averaging can be utilised as a sufficient tool to identify driver's visual stimuli registration in the brain. This observation may reduce the requirement for eye tracking in some future studies.
KW - Distraction
KW - EEG
KW - Event-related potential
KW - P3
KW - Response-locked averaging
KW - Road signs
KW - Stimulus-locked averaging
UR - https://www.scopus.com/pages/publications/85123210480
U2 - 10.23919/EUSIPCO54536.2021.9616339
DO - 10.23919/EUSIPCO54536.2021.9616339
M3 - Conference contribution
AN - SCOPUS:85123210480
T3 - European Signal Processing Conference
SP - 1206
EP - 1210
BT - 29th European Signal Processing Conference, EUSIPCO 2021 - Proceedings
PB - European Signal Processing Conference, EUSIPCO
T2 - 29th European Signal Processing Conference, EUSIPCO 2021
Y2 - 23 August 2021 through 27 August 2021
ER -