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