Title :
Sliding mode fuzzy control of a skid steer mobile robot for path following
Author :
Nazari, V. ; Naraghi, M.
Author_Institution :
Dept. of Mech. Eng., Amirkabir Univ. of Technol., Tehran
Abstract :
In this paper, robust sliding mode fuzzy logic control of a four-wheel differentially driven skid steer mobile robot, for path following is considered. This approach combines basic principles of sliding mode control (SMC) with fuzzy logic control (FLC). The path comprises a sequence of discrete waypoints. A novel approach in path extraction interpolates waypoints by means of quadratic curve to generate a continuous reference path. The positional data of waypoints are obtained using a vision system mounted on the mobile robot. Experimental study has been carried out to evaluate the performance of the proposed controller and to compare its performance with a conventional fuzzy logic controller performance. The experimental results show that the proposed controller has achieved superior performance in the presence of model uncertainties and external disturbances with minimum reaching time, minimum distance error, and smooth control actions.
Keywords :
fuzzy control; interpolation; mobile robots; path planning; robot vision; variable structure systems; continuous reference path; external disturbances; fuzzy logic control; model uncertainties; path extraction; path following; skid steer mobile robot; sliding mode fuzzy control; vision system; Control systems; Fuzzy control; Fuzzy logic; Kinematics; Mobile robots; Robot control; Robot vision systems; Robust control; Sliding mode control; Uncertainty; path following; skid steer; sliding mode fuzzy logic control; vision-based;
Conference_Titel :
Control, Automation, Robotics and Vision, 2008. ICARCV 2008. 10th International Conference on
Conference_Location :
Hanoi
Print_ISBN :
978-1-4244-2286-9
Electronic_ISBN :
978-1-4244-2287-6
DOI :
10.1109/ICARCV.2008.4795577