DocumentCode
2695858
Title
A vehicle model for micro-traffic simulation in dynamic urban scenarios
Author
Xu, Wenda ; Yao, Wen ; Zhao, Huijing ; Zha, Hongbin
Author_Institution
State Key Lab. of Machine Perception (MOE), Peking Univ., Beijing, China
fYear
2011
fDate
9-13 May 2011
Firstpage
2267
Lastpage
2274
Abstract
In order to improve energy efficiency of transport systems, eco-driving strategies are studied world-widely. However, most literatures on eco-driving based on traditional traffic flow models, are greatly simplified, and can not evaluate the effects on detailed driving behaviors. By referring to robot motion planning approaches, in this research a microscopic vehicle model is developed and it can represent different driving behaviors, such as aggressive or conservative driving; a collision detection algorithm is proposed that takes O(1) time to check for a trajectory´s collision, enabling realtime planning; and a traffic simulation system is developed by incorporating traffic rules, so that the driving behaviors such as observing or not observing traffic rules can also be represented. Experiments are conducted on the simulation platform, and the performance of different driving behaviors on travel time, mileage, comfort and eco is studied.
Keywords
collision avoidance; energy conservation; environmental factors; road traffic; collision detection algorithm; dynamic urban scenarios; eco-driving strategies; energy efficiency; micro-traffic simulation; realtime planning; robot motion planning; traffic flow models; traffic simulation system; transport systems; vehicle model; Equations; Kinematics; Mathematical model; Planning; Shape; Trajectory; Vehicles;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2011 IEEE International Conference on
Conference_Location
Shanghai
ISSN
1050-4729
Print_ISBN
978-1-61284-386-5
Type
conf
DOI
10.1109/ICRA.2011.5980101
Filename
5980101
Link To Document