Title :
Positive /spl mu/-modification for stable adaptation in the presence of input constraints
Author :
Lavretsky, Eugene ; Hovakimyan, Naira
Author_Institution :
Boeing Co. - Phantom Works, Huntington Beach, CA, USA
fDate :
June 30 2004-July 2 2004
Abstract :
For a class of linear dynamical systems with unknown parameters a direct model reference adaptive control framework is developed that provides stable adaptation in the presence of input constraints. The proposed design methodology, termed "positive /spl mu/-modification", protects the control law from actuator position saturation. Moreover, the design is Lyapunov based and ensures global asymptotic tracking for open-loop stable systems. For unstable systems an estimate for the domain of attraction is derived based on the input saturation magnitude and system parameters. Simulation of a benchmark example verifies the theoretical statements.
Keywords :
Lyapunov methods; adaptive control; linear systems; open loop systems; stability; time-varying systems; /spl mu/-modification; Lyapunov method; linear dynamical systems; model reference adaptive control; open-loop stable systems;
Conference_Titel :
American Control Conference, 2004. Proceedings of the 2004
Conference_Location :
Boston, MA, USA
Print_ISBN :
0-7803-8335-4