Title :
Piecewise affine control for fast unmanned ground vehicles
Author :
Benine-Neto, André ; Grand, Christophe
Author_Institution :
Inst. des Syst. Intelligents et de Robot. (ISIR), Univ. Pierre et Marie Curie, Paris, France
Abstract :
Unmanned ground vehicles (UGV) may experience skidding when moving at high speeds, and therefore have its safety jeopardized. For this reason the nonlinear dynamics of lateral tire forces must be taken into account into the design of steering controllers for autonomous vehicles. This paper presents the design of a state feedback piecewise affine controller applied to an UGV to coordinate the steering and torque distribution inputs in order to reduce vehicle skidding on demanding maneuvers. The control synthesis consists in solving an optimization procedure involving constraints in the form of Linear Matrix Inequalities which are obtained from stability conditions of a piecewise quadratic Lyapunov function. The improved performance of the piecewise affine controller with respect to a linear controller is confirmed through simulations on degraded tire-floor adhesion.
Keywords :
Lyapunov methods; control system synthesis; linear matrix inequalities; linear systems; nonlinear dynamical systems; optimisation; piecewise linear techniques; remotely operated vehicles; road safety; road vehicles; stability; state feedback; steering systems; tyres; UGV; autonomous vehicle; control system synthesis; lateral tire force; linear controller; linear matrix inequality; nonlinear dynamics; optimization; piecewise quadratic Lyapunov function; safety jeopardized; stability condition; state feedback piecewise affine controller design; steering controller design; tire floor adhesion; torque distribution; unmanned ground vehicle; vehicle skidding; Dynamics; Mathematical model; State feedback; Tires; Vehicle dynamics; Vehicles; Wheels;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2012 IEEE/RSJ International Conference on
Conference_Location :
Vilamoura
Print_ISBN :
978-1-4673-1737-5
DOI :
10.1109/IROS.2012.6385675