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Author:

Zhao, Xiao-Hua (Zhao, Xiao-Hua.) | Fang, Rui-Xue (Fang, Rui-Xue.) | Rong, Jian (Rong, Jian.) (Scholars:荣建) | Mao, Ke-Jun (Mao, Ke-Jun.)

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Abstract:

A dynamic Driving simulation experiment of thirty subjects is carried out using the virtual driving simulator to analyze the variation of ECG and EEG indicators with driving time, and the experiment validates the effectiveness of the ECG and EEG indicators as the evaluation of driving fatigue. There is a significant correlation between EEG and ECG according to the Pearson Correlation. Finally, the relationship is established between EEG and ECG, and the overall index of driving fatigue is defined by Principal component analysis, which can exclude disturbed factors and lower data volatility, therefore, to improve accuracy of driving fatigue evaluation.

Keyword:

Correlation methods Principal component analysis Physiological models Electrocardiography Electroencephalography

Author Community:

  • [ 1 ] [Zhao, Xiao-Hua]Beijing Key Lab. of Transportation Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Fang, Rui-Xue]Beijing Key Lab. of Transportation Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Rong, Jian]Beijing Key Lab. of Transportation Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Mao, Ke-Jun]Beijing Key Lab. of Transportation Engineering, Beijing University of Technology, Beijing 100124, China

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2011

Issue: 10

Volume: 37

Page: 1511-1516,1523

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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