On-line identification of time-varying systems by nonparametric techniques

A nonparametric algorithm, based on orthogonal series, is proposed for real-time identification of nonstationary systems. It is proved that the algorithm converges in the mean-square sense. The convergence conditions are closely related to those in Dupac [2].