DocumentCode
824552
Title
Probing signals for model reference identification
Author
Yuan, Joseph S C ; Wonham, W.M.
Author_Institution
SPAR Aerospace Products, Limited, Toronto, Canada
Volume
22
Issue
4
fYear
1977
fDate
8/1/1977 12:00:00 AM
Firstpage
530
Lastpage
538
Abstract
This paper examines certain properties of probing signals employed in a model reference identification procedure which guarantee identification of the parameters of a linear multivariable system. The property of persistent excitation is examined with respect to a new class of (persistently spanning) signals. In particular, this class of signals includes many (periodic or almost periodic) signals which have previously been considered as effective probing signals, The results yield concrete guidelines useful in the practical design of probing signals.
Keywords
Adaptive methods; Linear systems, time-invariant continuous-time; Lyapunov methods; Parameter identification; Adaptive systems; Concrete; Convergence; Learning systems; MIMO; Riccati equations; Signal design; Signal processing; Stability criteria; Symmetric matrices;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1977.1101556
Filename
1101556
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