Title :
Robotic arm control design using piecewise Lyapunov function: An LMI approach
Author :
Abdel Hadi, Ahmed ; Hassan, Mohamed I. ; Elshafei, Abdel Latif
Author_Institution :
Ain Shams Univ., Cairo
Abstract :
In this paper we present a fuzzy output feedback controller. We start by constructing piecewise-quadratic Lyapunov functions for stability achievement and designing of state feedback controllers for continuous time fuzzy systems. It is shown that achieving stability and performance, or designing state feedback controllers, can be cast as convex optimization problems involving linear matrix inequalities that can be solved very efficiently. Then the fuzzy observer is designed based on a relaxed condition common Lyapunov function. Each of the observer and controller are designed separately in a two-step procedure. A two-link robot manipulator, which is nonlinear MIMO system, is used to investigate the design.
Keywords :
Lyapunov methods; MIMO systems; continuous time systems; control system synthesis; convex programming; fuzzy control; fuzzy systems; linear matrix inequalities; manipulators; nonlinear control systems; observers; piecewise linear techniques; stability; state feedback; uncertain systems; LMI approach; continuous time fuzzy systems; convex optimization problems; fuzzy observer design; fuzzy output feedback controller; linear matrix inequalities; nonlinear MIMO system; piecewise-quadratic Lyapunov function; relaxed condition common Lyapunov function; robotic arm control design; stability achievement; state feedback controller design; two-link robot manipulator; two-step procedure; uncertain nonlinear system control; Control design; Control systems; Fuzzy control; Fuzzy systems; Linear feedback control systems; Lyapunov method; Output feedback; Robots; Stability; State feedback;
Conference_Titel :
Computer Engineering & Systems, 2007. ICCES '07. International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-1365-2
Electronic_ISBN :
978-1-1244-1366-9
DOI :
10.1109/ICCES.2007.4447018