Title :
Lyapunov stability and adaptive regulation of a class of nonlinear nonautonomous second-order differential equations
Author_Institution :
Fac. de Ciencias, Pais Vasco Univ., Bilbao, Spain
Abstract :
This paper presents an adaptive regulation scheme for a class of ordinary nonlinear nonautonomous second-order differential equations which includes as particular cases a number of particular differential equations which occur in applications. The unforced reference model is proposed to be a stable differential parametrization within the general class dealt with. Therefore, some sufficient Lyapunov´s stability conditions for such a class are previously investigated which can be used, in particular, to set an appropriate reference model. The resulting closed-loop adaptive scheme is proved to be stable and it involves a parameter estimation scheme of least-squares type which is proved to possess all suitable properties
Keywords :
Lyapunov methods; adaptive control; differential equations; least squares approximations; nonlinear control systems; parameter estimation; stability; Lyapunov stability; adaptive regulation; closed-loop adaptive scheme; least-squares scheme; nonlinear nonautonomous second-order differential equations; parameter estimation scheme; sufficient conditions; unforced reference model; Adaptive control; Adaptive systems; Biomembranes; Convergence; Differential equations; Lyapunov method; Nonlinear equations; Nonlinear systems; Parameter estimation; Stability;
Conference_Titel :
American Control Conference, 2001. Proceedings of the 2001
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-6495-3
DOI :
10.1109/ACC.2001.945631