An adaptive fuzzy controller based on sliding mode for robot manipulators

Citation
Fc. Sun et al., An adaptive fuzzy controller based on sliding mode for robot manipulators, IEEE SYST B, 29(5), 1999, pp. 661-667
Citations number
16
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
ISSN journal
10834419 → ACNP
Volume
29
Issue
5
Year of publication
1999
Pages
661 - 667
Database
ISI
SICI code
1083-4419(199910)29:5<661:AAFCBO>2.0.ZU;2-V
Abstract
This paper considers adaptive fuzzy control of robotic manipulators based o n sliding mode. It is first shown that an adaptive fuzzy system with the sy stem representative point (RP, or as is often termed, a switching function in variable structure control (VSC) theory) and its derivative as inputs, c an approximate the robot nonlinear dynamics in the neighborhood of the swit ching hyperplane. Then a new method for designing an adaptive fuzzy control system based on sliding mode is proposed for the trajectory tracking contr ol of a robot with unknown nonlinear dynamics. The system stability and tra cking error convergence are also proved by Lyapunov techniques.