Title :
A Non-Quadratic Fuzzy Stabilization and Tracking Approach to a Two-Link Robot Manipulator control
Author :
Abdelmalek, Ibtissem ; Golea, Noureddine
Author_Institution :
Electron. Dept., Batna Univ.
Abstract :
In this paper, a new non-quadratic stabilization approach is used to stabilize a two-link robot manipulator. We use a non-quadratic Lyapunov function as a fuzzy blending of multiple quadratic Lyapunov functions. The quadratic Lyapunov functions share the same membership functions with the T-S fuzzy model. The proposed approach is based on two assumptions. The first one assumes a proportionality between multiple Lyapunov functions and the second one assumes upper bounds for the time derivative of the premise membership functions. Furthermore a fuzzy model reference tracking control scheme is proposed based on the T-S fuzzy model where external disturbances are taken into account. To illustrate the effectiveness of our proposal, the two-link robot model is used for different simulations
Keywords :
Lyapunov methods; fuzzy control; manipulators; model reference adaptive control systems; stability; tracking; Lyapunov function; T-S fuzzy model; fuzzy blending; fuzzy model reference tracking control scheme; membership functions; multiple quadratic Lyapunov functions; nonquadratic fuzzy stabilization; two-link robot manipulator control; Fuzzy control; Fuzzy sets; Fuzzy systems; Lyapunov method; Manipulator dynamics; Motion control; Nonlinear control systems; Nonlinear equations; Robot control; Service robots;
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jinan
Print_ISBN :
0-7695-2528-8
DOI :
10.1109/ISDA.2006.4