Title :
A model predictive control approach for combined braking and steering in autonomous vehicles
Author :
Falcone, Paolo ; Borrelli, Francesco ; Asgari, Jahan ; Tseng, H. Eric ; Hrovat, Davor
Author_Institution :
Univ. del Sannio, Benevento
Abstract :
In this paper we present a Model Predictive Control (MPC) approach for combined braking and steering systems in autonomous vehicles. We start from the result presented in F. Borrelli et al. (2005) and P. Falcone et al. (2006), where a Model Predictive Controller (MPC) for autonomous steering systems has been presented. We formulate a predictive control problem in order to best follow a given path by controlling the front steering angle and the brakes at the four wheels independently, while fulfilling various physical and design constraints.
Keywords :
braking; predictive control; road vehicles; steering systems; wheels; autonomous steering systems; autonomous vehicles; braking; front steering angle; model predictive control approach; wheels; Mobile robots; Performance analysis; Predictive control; Predictive models; Remotely operated vehicles; Road vehicles; Tires; Trajectory; Vehicle safety; Wheels;
Conference_Titel :
Control & Automation, 2007. MED '07. Mediterranean Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-1281-5
Electronic_ISBN :
978-1-4244-1282-2
DOI :
10.1109/MED.2007.4433694