Title :
Quantifying model errors of identified transfer functions
Author :
Schoukens, J. ; Pintelon, R.
Author_Institution :
Dept. of ELEC, Vrije Univ., Brussels, Belgium
fDate :
8/1/1994 12:00:00 AM
Abstract :
In this paper, a method is presented to quantify the uncertainty on an estimated transfer function model due to disturbing process noise and model errors. The model errors are modeled with a stochastic model from which parameters are estimated from the residuals. The identification is performed in the frequency domain
Keywords :
noise; parameter estimation; transfer functions; transient response; disturbing process noise; estimated transfer function model; frequency domain; identified transfer functions; model errors; stochastic model; uncertainty; Additive noise; Colored noise; Frequency domain analysis; Frequency estimation; Frequency measurement; Frequency response; Noise measurement; Parameter estimation; Stochastic resonance; Transfer functions;
Journal_Title :
Automatic Control, IEEE Transactions on
