Title :
Position control of a 6×6 ATV using a MIMO fuzzy controller
Author :
Gariepy, R. ; Waslander, S.
Author_Institution :
Dept. of Mech. & Mechatron. Eng., Univ. of Waterloo, Waterloo, ON, Canada
fDate :
June 30 2010-July 2 2010
Abstract :
Motion control for all terrain vehicles with skidsteer actuation is particularly challenging due to the nonlinearities that arise from tire slip and braking. In addition, the unobservability of the instantaneous friction coefficient leads to significant uncertainty in the dynamics of the vehicle. This work seeks to overcome these challenges by developing a Takagi-Sugeno fuzzy controller for vehicle position control. This removes the requirement for the high-level planning algorithms to be able to compensate for the system´s nonlinearities. The controller mitigates problems found in using traditional control methods for this problem. This controller is then compared against baselines set by a human driver and a hysteresis controller, and found to be a promising candidate for the control of systems of this kind.
Keywords :
MIMO systems; braking; control nonlinearities; fuzzy control; hysteresis; motion control; off-road vehicles; position control; 6x6 ATV; MIMO fuzzy controller; Takagi-Sugeno fuzzy controller; all-terrain vehicle; braking; control nonlinearities; high-level planning algorithm; hysteresis controller; instantaneous friction coefficient; motion control; skid-steer actuation; tire slip; vehicle dynamics; vehicle position control; Control systems; Friction; Fuzzy control; HDTV; MIMO; Motion control; Position control; Tires; Uncertainty; Vehicles;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5531325