Title :
Traffic Safety Evaluation of Asphalt Pavement Anti-Sliding Property Based on Time Series Analysis of Drivers´ Electrodermal Activity
Author :
Wang Shuyun ; Zhang Jinxi ; Lin Xiang ; Lin, Xiang
Author_Institution :
Traffic Eng. Key Lab., Beijing Univ. of Technol., Beijing, China
Abstract :
In this paper, the safety threshold of asphalt pavement anti-sliding performance has been studied based on drivers´ psychological-physiological reaction. Time-series theory and statistics theory were used to analyze drivers´ electrodermal activity data. The results showed that driver´s electrodermal activity (EDA) data was detrended linear trend first, and then there was a better correlation between its standard deviation (SD) and friction coefficient (f). At the same time, there was also a better relationship between SD and speed when driving simulation module (DSM) runs at a specific friction coefficient test scene. Based on these conclusions and a decay curve obtained from actual road, a safety threshold of f was acquired and the optimal safety maintenance opportunity of road was suggested.
Keywords :
asphalt; ergonomics; friction; road safety; road traffic; statistical analysis; time series; asphalt pavement anti-sliding property; driving simulation module; electrodermal activity; friction coefficient; psychological-physiological reaction; standard deviation; statistics theory; time series analysis; time-series theory; traffic fatalities; traffic safety evaluation; Asphalt; Belts; Electronic design automation and methodology; Friction; Psychology; Road accidents; Road safety; Test equipment; Testing; Time series analysis; asphalt pavements; electrodermal activity; friction; safety; traffic;
Conference_Titel :
Intelligent Computation Technology and Automation, 2009. ICICTA '09. Second International Conference on
Conference_Location :
Changsha, Hunan
Print_ISBN :
978-0-7695-3804-4
DOI :
10.1109/ICICTA.2009.673