Title :
Adaptive control of wheeled inverted pendulum mobile robot using fuzzy disturbance observer
Author :
Vosughi, Amirkhosro ; Shahri, A.M.
Author_Institution :
Electr. Eng. Dept., Iran Univ. of Sci. & Technol., Tehran, Iran
Abstract :
This paper presents an adaptive fuzzy trajectory tracking control schemes for a wheeled inverted pendulum mobile robot (WIP) in presence of parametric uncertainties and external disturbances. First a virtual output is defined for overcoming underactuated property of the system. Then feedback linearization technique is applied to dynamic of system. A damping term is designed through LQG method to damp oscillation which caused by definition of virtual output and is added to control law. After that disturbances and parametric uncertainties are compensated by use of fuzzy disturbance observer. The computer simulations illustrate the performance of proposed controller.
Keywords :
adaptive control; compensation; damping; feedback; fuzzy control; linear quadratic Gaussian control; linearisation techniques; mobile robots; nonlinear dynamical systems; observers; pendulums; uncertain systems; wheels; LQG method; adaptive fuzzy trajectory tracking control scheme; damping oscillation; disturbance compensation; feedback linearization technique; fuzzy disturbance observer; mobile robot; parametric uncertainty compensation; system dynamics; underactuated property; virtual output; wheeled inverted pendulum; Equations; Mathematical model; Observers; Robots; Uncertainty; Vehicle dynamics; Wheels; Adaptive Trajectory Tracking; Fuzzy Disturbance Observer; Underactuated Nonlinear System; Wheeled Inverted Pendulum Robot;
Conference_Titel :
Electrical Engineering (ICEE), 2013 21st Iranian Conference on
Conference_Location :
Mashhad
DOI :
10.1109/IranianCEE.2013.6599613