Chapter
Dec 9, 2020

Driver Reacting Time Evaluating Method Utilizing Interacting Information and Vehicle Braking Features

Publication: CICTP 2020

ABSTRACT

V2X allows information interaction among vehicles. A driver reaction time evaluation method utilizing vehicle status and braking features is proposed in this paper. First, the relationship of initial speed and braking period is established with historical data. Then a hyperbola based decelerating curve generating method is implemented, and BP neural network is adopted to decide the parameters of decelerating curve with different initial speed. Last, a nonlinear segmented braking model is proposed to estimate the start time of braking time. Verification has been conducted in simulation; the results have showed the reliability and credibility of the proposed method.

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Go to CICTP 2020
CICTP 2020
Pages: 4548 - 4560

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Published online: Dec 9, 2020

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Linguo Chai [email protected]
1School of Electronic and Information Engineering, Beijing Jiaotong Univ., Beijing, China. Email: [email protected]
Wei Shangguan [email protected]
2School of Electronic and Information Engineering, State Key Laboratory of Rail Traffic Control and Safety, Beijing Engineering Research Center of EMC and GNSS Technology for Rail Transportation, Beijing Jiaotong Univ., Beijing, China. Email: [email protected]
3School of Electronic and Information Engineering, State Key Laboratory of Rail Traffic Control and Safety, Beijing Engineering Research Center of EMC and GNSS Technology for Rail Transportation, Beijing Jiaotong Univ., Beijing, China. Email: [email protected]
4School of Electronic and Information Engineering, State Key Laboratory of Rail Traffic Control and Safety, Beijing Engineering Research Center of EMC and GNSS Technology for Rail Transportation, Beijing Jiaotong Univ., Beijing, China. Email: [email protected]
5Material Supplying Dept., State Grid Beijing Procurement Company, Beijing, China. Email: [email protected]

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