Quantifying model errors of identified transfer functions

1 January 1994

journal article
Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Automatic Control

Vol. 39 (8) , 1733-1737
https://doi.org/10.1109/9.310063

Abstract

-In this paper, a method is presented to quantify the uncer- tainty 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

TRANSFER FUNCTIONS
FREQUENCY DOMAIN ANALYSIS
NOISE MEASUREMENT
COLORED NOISE
FREQUENCY MEASUREMENT
ADDITIVE NOISE
FREQUENCY ESTIMATION
STOCHASTIC RESONANCE
PARAMETER ESTIMATION
FREQUENCY RESPONSE

This publication has 1 reference indexed in Scilit:

Quantifying the error in estimated transfer functions with application to model order selection
IEEE Transactions on Automatic Control, 1992