Title :
A Simple Adaptive Control Approach for Trajectory Tracking of Electrically Driven Nonholonomic Mobile Robots
Author :
Park, Bong Seok ; Yoo, Sung Jin ; Park, Jin Bae ; Choi, Yoon Ho
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
Almost all existing controllers for nonholonomic mobile robots are designed without considering the actuator dynamics. This is because the presence of the actuator dynamics increases the complexity of the system dynamics, and makes difficult the design of the controller. In this paper, we propose a simple adaptive control approach for path tracking of uncertain nonholonomic mobile robots incorporating actuator dynamics. All parameters of robot kinematics, robot dynamics, and actuator dynamics are assumed to be uncertain. For the simple controller design, the dynamic surface control methodology is applied and extended to mobile robots that the number of inputs and outputs is different. We also adopt the adaptive control technique to treat all uncertainties and derive adaptation laws from the Lyapunov stability theory. Finally, simulation results demonstrate the effectiveness of the proposed controller.
Keywords :
Lyapunov methods; adaptive control; mobile robots; path planning; position control; robot dynamics; robot kinematics; uncertain systems; Lyapunov stability theory; actuator dynamics; adaptive control; controller design; dynamic surface control methodology; electrically driven uncertain nonholonomic mobile robots; path tracking; robot dynamics; robot kinematics; system dynamics; trajectory tracking; Actuators; Adaptive control; Backstepping; Control systems; Mobile robots; Robot control; Robot kinematics; Surface treatment; Trajectory; Uncertainty; Actuator dynamics; adaptive control; dynamic surface design; nonholonomic mobile robots; robot dynamics; robot kinematics;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2009.2034639