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Author:

Chen, Xue-Mei (Chen, Xue-Mei.) | Wei, Zhong-Hua (Wei, Zhong-Hua.) | Gao, Li (Gao, Li.)

Indexed by:

EI Scopus PKU CSCD

Abstract:

In order to protect drivers' safety under emergency, utilizing the driver's behavior and reaction research platform and cluster technology, a structure model between physiological reactions and the braking parameters, which include braking reaction time and maximum braking pedal power, was established. The traits of the driver's physiological reactions were discussed; the relationship was studied and analyzed. Then using the fuzzy adaptive network, the braking behavior was predicted based on the physiological data. The results show the fact that the physiological indices of the driver change in different emergency situations are obvious. The more driving experience the driver has, the little the physiological indices change. The prediction errors of the FAN were under 2%.

Keyword:

Braking Neural networks Automobile drivers Human reaction time

Author Community:

  • [ 1 ] [Chen, Xue-Mei]School of Mechanical and Vehicular Engineering, Beijing Institute of Technology, Beijing 100081, China
  • [ 2 ] [Wei, Zhong-Hua]Traffic Engineering Key Lab. of Beijing, Beijing University of Technology, Beijing 100022, China
  • [ 3 ] [Gao, Li]School of Mechanical and Vehicular Engineering, Beijing Institute of Technology, Beijing 100081, China

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2007

Issue: 5

Volume: 33

Page: 449-454

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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