Driver Fatigue Detection using EEG Microstate Features and Support Vector Machines
EEG microstate analysis, in combination with SVM, proves to be an effective method for detecting driver fatigue. This approach can be utilized for real-time driver monitoring and fatigue alert systems, enhancing road safety.
Authors
- Ardalan Aarabi (ORCID: https://orcid.org/0000-0001-5141-9248)
- Habibollah Danyali (ORCID: https://orcid.org/0000-0002-3594-1674)
- Zahra Yaddasht
- Kamran Kazemi
Institutions
- Shiraz University of Technology (IR)
- Centre Hospitalier Universitaire Amiens-Picardie (FR)
- Université de Picardie Jules Verne (FR)
Publication Details
- Journal
- Journal of Biomedical Physics and Engineering
- Published
- 2025-01-01
- DOI
- https://doi.org/10.31661/jbpe.v0i0.2501-1883
- Primary Topic
- Sleep and Work-Related Fatigue
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Chongqing Science and Technology Commission