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김성필

Kim, Sung-Phil
Brain-Computer Interface Lab.
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Neural Correlates of Anxiety Induced by Environmental Events During Driving

Author(s)
Lee, SeungjiLee, TaejunSeomoon, EunbiYang, TaeyangKim, Sung-Phil
Issued Date
2018-10-28
DOI
10.1109/TENCON.2018.8650325
URI
https://scholarworks.unist.ac.kr/handle/201301/80622
Fulltext
https://ieeexplore.ieee.org/document/8650325
Citation
2018 IEEE Region 10 Conference, TENCON 2018, pp.446 - 450
Abstract
This study investigates brain activity related to drivers' anxiety induced by external situations during watching driving video using electroencephalography (EEG). We conducted a spectral analysis of 4 frequency bands, including theta, alpha, beta, and gamma bands, of frontal brain oscillations known to be involved in emotion recognition. Furthermore, we calculated frontal asymmetry and beta/alpha ratio with respect to the valence-arousal domain. We confirmed that driver's perspective video could induce anxiety in the viewers and found three frontal EEG features pronounced in anxious situations: 1) smaller alpha power reflecting more cognitive control; 2) right dominance of theta and beta oscillations; and 3) greater difference between beta and alpha. These EEG features may provide a basis for developing technology to monitor drivers' emotional states in smart cars.
Publisher
Institute of Electrical and Electronics Engineers Inc.
ISSN
2159-3442

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