Title :
Identification of multivariable errors in variable models with dynamics
Author :
Green, Michael ; Anderson, Brian D O
Author_Institution :
Australian National University, Canberra, Australia
fDate :
5/1/1986 12:00:00 AM
Abstract :
This note considers the task of identifying a causal, linear, dynamic, multivariable system excited by stationary, zero-mean noise of unknown spectrum, and given measurements of the system inputs and outputs contaminated by independent, additive noise also of unknown spectra. Although the solution is in general not unique, finite-dimensional parameterizations of the solution set are given, even though the various spectra may not be rational.
Keywords :
Causality; Matrix decomposition/factorization; Multivariable systems; System identification, linear systems; Estimation; Filtering; Game theory; Maximum likelihood detection; Minimax techniques; Noise robustness; Nonlinear filters; Transfer functions; Uncertainty; Wiener filter;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1986.1104292