Title :
Direct Adaptive Dynamic Compensation for Minimum Phase Systems With Unknown Relative Degree
Author :
Hoagg, Jesse B. ; Bernstein, Dennis S.
Author_Institution :
Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI
fDate :
4/1/2007 12:00:00 AM
Abstract :
We consider parameter-monotonic direct adaptive control for single-input-single-output minimum-phase linear time-invariant systems with knowledge of the sign of the high-frequency gain (first nonzero Markov parameter) and an upper bound on the magnitude of the high-frequency gain. The first part of the paper is devoted to fixed-gain analysis of single-parameter high-gain-stabilizing controllers. Two novel fixed-gain dynamic compensators are presented for stabilizing minimum-phase systems. One compensator stabilizes systems with arbitrary-but-known relative degree, while the other utilizes a Fibonacci series construction to stabilize systems with unknown-but-bounded relative degree. Next, we provide a general treatment of parameter-monotonic adaptive control, including a result that guarantees state convergence to zero. This result is then combined with the high-gain-stabilizing controllers to yield parameter-monotonic direct adaptive dynamic compensation for minimum-phase systems with either arbitrary-but-known or unknown-but-bounded relative degree
Keywords :
Fibonacci sequences; Markov processes; adaptive control; linear systems; parameter estimation; stability; stochastic systems; Fibonacci series; direct adaptive dynamic compensation; first nonzero Markov parameter; high-frequency gain; high-gain-stabilizing controllers; parameter-monotonic direct adaptive control; single-input single-output minimum phase linear system; time-invariant systems; Adaptive control; Adaptive systems; Aerodynamics; Control systems; Convergence; Least squares methods; Parameter estimation; Programmable control; Projection algorithms; Upper bound; Adaptive control; Fibonacci; parameter monotonic; relative degree;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2007.894512