Title :
Adaptive state regulation in the presence of disturbances of known frequency range
Author_Institution :
Dept. of Electr. Eng., Louisville Univ., KY, USA
fDate :
7/1/1998 12:00:00 AM
Abstract :
Adaptive state regulation via adaptive observation and asymptotic feedback matrix synthesis in the presence of bounded disturbances of known frequency range is considered. The adaptive observer uses a filtered output error to adapt parameter and state estimates. The filter is designed to attenuate in the disturbance frequency range. It is shown that, with persistent excitation, parameter and feedback gain errors are bounded by a quantity which is proportional directly to the attenuated disturbance magnitudes and inversely to the degree of persistent excitation. Closed-loop stability is proven when the ratio of filtered disturbance magnitude to degree of persistent excitation is sufficiently small. A computer simulation demonstrates the method
Keywords :
adaptive control; adaptive estimation; asymptotic stability; feedback; filtering theory; observers; parameter estimation; adaptive observation; adaptive state regulation; asymptotic feedback matrix synthesis; bounded disturbances; closed-loop stability; disturbances; feedback gain errors; filtered output error; persistent excitation; Adaptive control; Adaptive filters; Asymptotic stability; Computer errors; Frequency synthesizers; Observers; Parameter estimation; Programmable control; State estimation; State feedback;
Journal_Title :
Automatic Control, IEEE Transactions on