Research on auditory and olfactory regulation methods for abnormal driver emotions based on EEG signals

The reliability of both the abnormal emotion recognition model and the emotion regulation assessment system was validated through the study. These findings contribute valuable scientific evidence for the management of drivers' emotions and suggest promising avenues for optimizing personalized emotional regulation strategies in the future.

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Publication Details

Journal
Frontiers in Human Neuroscience
Published
2025-06-16
DOI
https://doi.org/10.3389/fnhum.2025.1615346
Citations
1
Primary Topic
Sleep and Work-Related Fatigue
Type
article
Field-Weighted Citation Impact
2.12

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article

Research on auditory and olfactory regulation methods for abnormal driver emotions based on EEG signals

Yingzhang Wu, Yilun Li, Yan Li, Quang H. Yue et al.
1 citations
Frontiers in Human Neuroscience
Sleep and Work-Related Fatigue
2.12
article

Research on auditory and olfactory regulation methods for abnormal driver emotions based on EEG signals

Yingzhang Wu, Yilun Li, Yan Li, Quang H. Yue, Bangbei Tang
article en
1 citations

Abstract

The reliability of both the abnormal emotion recognition model and the emotion regulation assessment system was validated through the study. These findings contribute valuable scientific evidence for the management of drivers' emotions and suggest promising avenues for optimizing personalized emotional regulation strategies in the future.

Frontiers in Human NeuroscienceVol. 19
Army Medical University (CN), Chongqing City Mental Health Center (CN), Chongqing University of Arts and Sciences (CN), State Key Laboratory of Vehicle NVH and Safety Technology (CN), Henan Institute of Science and Technology (CN), Tsinghua University (CN)
National Natural Science Foundation of China, Chongqing University of Arts and Sciences
Openalex Percentile: Top 13%
Sleep and Work-Related Fatigue
2.12
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Research on auditory and olfactory regulation methods for abnormal driver emotions based on EEG signals — Yingzhang Wu, Yilun Li, et al. · Frontiers in Human Neuroscience (2025) | TGRS Research Map | TGRS