DocumentCode :
3681731
Title :
Autonomous Vehicle Control Near the Limit of Friction
Author :
Sirui Song;Andy Wong;Jan Huissoon;Steven L. Waslander
Author_Institution :
Fac. of Mech. &
fYear :
2015
Firstpage :
1008
Lastpage :
1013
Abstract :
An autonomous vehicle controller is presented for the purposes of improving vehicle path tracking at high speeds and near tire traction limits. Improvements to the state of the art are made by reducing the number of sensors and feedback variables needed to achieve dynamic control, and by tightly integrating traction control with a steering output controller to correct for modeling errors and actual disturbances. The controller is designed to interface with a path generation module, from which maximum attainable speeds are received and tracked by the controller. Simulation results using CarSim are provided for a vehicle traveling over a technical race course, encompassing many turn variations. The proposed system is shown to outperform a reference PID control system by achieving higher speeds around the race track without losing control.
Keywords :
"Vehicles","Tires","Force","Friction","Vehicle dynamics","Feedforward neural networks","Wheels"
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2015 IEEE 18th International Conference on
ISSN :
2153-0009
Electronic_ISBN :
2153-0017
Type :
conf
DOI :
10.1109/ITSC.2015.168
Filename :
7313260
Link To Document :
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