DocumentCode
852539
Title
Identification of multivariable errors in variable models with dynamics
Author
Green, Michael ; Anderson, Brian D O
Author_Institution
Australian National University, Canberra, Australia
Volume
31
Issue
5
fYear
1986
fDate
5/1/1986 12:00:00 AM
Firstpage
467
Lastpage
471
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;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1986.1104292
Filename
1104292
Link To Document