Title :
A robust adaptive controller with minimal modifications for discrete time-varying systems
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
fDate :
5/1/1994 12:00:00 AM
Abstract :
The goal of this paper is to show that an indirect adaptive controller with parameter projection as the only modification on the basis of conventional adaptive control algorithms can globally stabilize systems having fast parasitics, bounded external disturbances, and time-varying parameters without any restriction on signals in the closed-loop system such as persistence of excitation. Further, the controller can still retain the properties of earlier unmodified conventional adaptive controllers when the controlled plant satisfies so-called “ideal assumptions” or the rates at which the plant parameters change belong to the l1 (or l2) space
Keywords :
adaptive control; closed loop systems; discrete systems; time-varying systems; bounded external disturbances; closed-loop system; discrete time-varying systems; fast parasitics; global stabilisation; ideal assumptions; indirect adaptive controller; parameter projection; robust adaptive controller; time-varying parameters; Adaptive algorithm; Adaptive control; Control systems; Error correction; Programmable control; Reduced order systems; Robust control; Stability; Time varying systems; Upper bound;
Journal_Title :
Automatic Control, IEEE Transactions on