Robust adaptive trajectory tracking independent of models for robotic manipulators

The paper proposes a novel robust adaptive trajectory control scheme for robotic trajectory tracking under uncertainties. The control scheme is globally exponentially convergent without knowledge of robotic dynamics and simple in structure with a small computation. It can make trajectory errors convergent to an arbitrary small region. The Lyapunov approach is used to analyze the stability and robustness of this control scheme. Experiments on a two-link direct-drive robotic manipulator verify the validity of the proposed control scheme.

[1]  Petros A. Ioannou,et al.  Instability analysis and robust adaptive control of robotic manipulators , 1989, IEEE Trans. Robotics Autom..

[2]  Yury Stepanenko,et al.  Robust adaptive control of a class of nonlinear mechanical systems with unbounded and fast-varying uncertainties , 1992, Autom..

[3]  Romeo Ortega,et al.  Adaptive motion control of rigid robots: a tutorial , 1988, Proceedings of the 27th IEEE Conference on Decision and Control.

[4]  Richard Colbaugh,et al.  Adaptive tracking control of rigid manipulators using only position measurements , 1997 .

[5]  Jun-ichi Imura,et al.  Adaptive robust control of robot manipulators-theory and experiment , 1994, IEEE Trans. Robotics Autom..

[6]  Nader Sadegh,et al.  An Exponentially Stable Adaptive Control Law For Robot Manipulators , 1990 .

[7]  M. Corelss.  Guaranteed rates of exponential convergence for uncertain systems , 1990 .

[8]  Z. Qu,et al.  Robust tracking control of robots by a linear feedback law , 1991 .

[9]  S. Shankar Sastry,et al.  Adaptive Control of Mechanical Manipulators , 1987 .

[10]  Homayoun Seraji,et al.  A new class of adaptive controllers for robot trajectory tracking , 1994, J. Field Robotics.

[11]  J. Slotine,et al.  On the Adaptive Control of Robot Manipulators , 1987 .

[12]  Lakmal Seneviratne,et al.  Adaptive Control Of Robot Manipulators , 1992, Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems.

[13]  Homayoun Seraji,et al.  Decentralized adaptive control of manipulators: theory, simulation, and experimentation , 1989, IEEE Trans. Robotics Autom..