Detection of Driver Vigilance Level Using EEG Signals and Driving Contexts

Quantitative estimation of a driver's vigilance level has a great value for improving driving safety and preventing accidents. Previous studies have identified correlations between electroencephalogram (EEG) spectrum power and a driver's mental states such as vigilance and alertness. Studi...

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Veröffentlicht in:	IEEE transactions on reliability 2018-03, Vol.67 (1), p.370-380
Hauptverfasser:	Guo, Zizheng, Pan, Yufan, Zhao, Guozhen, Cao, Shi, Zhang, Jun
Format:	Artikel
Sprache:	eng
Schlagworte:	Alertness Biomedical monitoring Classification Computer simulation Correlation analysis Driver vigilance Driving driving context driving safety electroencephalogram (EEG) Electroencephalography Particle swarm optimization Reliability Roads support vector machine (SVM) Support vector machines Vehicle safety Vehicles
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