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 :
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