Title :
On the projection algorithm and delay of peaking in adaptive control
Author :
Izmailov, R. ; Juditsky, A.
fDate :
4/1/1993 12:00:00 AM
Abstract :
Adaptive deadbeat control is considered for the deterministic linear plant without any persistent excitation assumption imposed. The upper bound on the rate of convergence is provided for the control algorithm that uses the projection identification algorithm. On the other hand, it is shown that convergence is delayed if the regularized identification algorithm is used. It is shown that arbitrarily large delays can precede an overshoot under certain choices of initial conditions. An estimate is also provided for the amplitude of the peak
Keywords :
adaptive control; convergence; identification; linear systems; deterministic linear plant; peaking delay; projection algorithm; rate of convergence; regularized identification; upper bound; Adaptive control; Amplitude estimation; Control systems; Convergence; Delay; Equations; Parameter estimation; Projection algorithms; Upper bound;
Journal_Title :
Automatic Control, IEEE Transactions on