Stability analysis and design of a time delay estimation based control for a class of nonlinear uncertain systems
Yi Jin, Pyung Hun Chang, Yea Seok Park
- Year
- 2010
- Citations
- 2
Abstract
This paper presents a novel time delay estimation (TDE) based control for a class of nonlinear multiple-input-multiple-output (MIMO) uncertain systems. The design of the proposed control is given in a backstepping manner together with two key components: TDE, for estimating system nonlinearities and uncertainties; and nonlinear damping, for ensuring the closed-loop stability. An exact stability condition is established for the ultimate boundedness of the closed-loop tracking error via Lyapunov functions. There are two major merits of adopting the nonlinear damping. First, the closed-loop stability is guaranteed, despite time delayed terms and system nonlinearities and uncertainties; Second, the control performance is enhanced by dissipating the disturbing energy. The effectiveness of the proposed control is verified through experimental study with a two degree-of-freedom (DOF) robot manipulator.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002