Title :
On-line identification of time-varying systems by nonparametric techniques
Author :
Rutkowski, Leszek
Author_Institution :
Technical University of Czestochowa, Czestochowa, Poland
fDate :
2/1/1982 12:00:00 AM
Abstract :
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].
Keywords :
Linear systems, time-varying; Nonparametric estimation; System identification, linear systems; Time-varying systems, linear; Bifurcation; Context modeling; Eigenvalues and eigenfunctions; Feedback; Inspection; Jacobian matrices; Linear systems; Resonance; Time varying systems; Vectors;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1982.1102833
