Title :
Tracking control of a mobile robot with kinematic and dynamic constraints
Author :
Xu, Heting ; Yang, Simon X.
Author_Institution :
Sch. of Eng., Guelph Univ., Ont., Canada
Abstract :
A path tracking control method with both kinematic and dynamic constraints is proposed for a nonholonomic mobile robot. By incorporating a biologically inspired shunting model into the conventional bang-bang control technique, the proposed tracking controller is capable of generating real-time acceleration commands that can produce smooth, continuous robot velocities, and drive the mobile robot to track the desired trajectories. In the controller design, the accelerations are bounded and the nonholonomic kinematic constraints are satisfied. The stability of the control system and the convergence of tracking errors to zero are proved using a Lyapunov stability theory. The effectiveness of the proposed tracking controller is demonstrated by simulation studies.
Keywords :
Lyapunov methods; bang-bang control; mobile robots; neurocontrollers; position control; robot dynamics; robot kinematics; time optimal control; Lyapunov stability theory; bang-bang control technique; biologically inspired shunting model; controller design; convergence; dynamic constraints; kinematic constraints; nonholonomic mobile robot; real-time acceleration commands; smooth continuous velocities; tracking control; tracking errors; Acceleration; Bang-bang control; Biological control systems; Biological system modeling; Control systems; Kinematics; Mobile robots; Stability; Trajectory; Velocity control;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2001. Proceedings 2001 IEEE International Symposium on
Print_ISBN :
0-7803-7203-4
DOI :
10.1109/CIRA.2001.1013184