Stochastic convergence analysis of model reference adaptive controllers

Abstract

Previously suggested model reference adaptive schemes are analyzed with respect to convergence in a stochastic environment. The role of different filtering polynomials is clarified and it is pointed out which algorithms seem favorable from the convergence point of view.