Title :
Frequency-domain identification of linear systems using arbitrary excitations and a nonparametric noise model
Author :
Schoukens, J. ; Vandersteen, G. ; Pintelon, R. ; Guillaume, P.
Author_Institution :
Dept. of ELEC, Vrije Univ., Brussels, Belgium
fDate :
2/1/1999 12:00:00 AM
Abstract :
Presents a generalized frequency domain identification method to identify single-input/single-output (SISO) systems combining two previously published extensions in one method: arbitrary but persistent excitations are allowed and a nonparametric noise model is extracted from the same data that are used to identify the system. The method is directly applicable to identification in feedback if an external persistently exciting reference signal is available
Keywords :
closed loop systems; feedback; identification; linear systems; noise; SISO systems; arbitrary excitations; frequency-domain identification; linear systems; nonparametric noise model; single-input/single-output systems; Control systems; Covariance matrix; Data mining; Discrete Fourier transforms; Feedback loop; Frequency domain analysis; Instruments; Linear systems; Open loop systems; Predictive models;
Journal_Title :
Automatic Control, IEEE Transactions on
