DocumentCode
1449946
Title
Persistent excitation in bilinear systems
Author
Dasgupta, Soura ; Shrivastava, Yash ; Krenzer, George
Author_Institution
Dept. of Electr. & Comput. Eng., Iowa Univ., Iowa City, IA, USA
Volume
36
Issue
3
fYear
1991
fDate
3/1/1991 12:00:00 AM
Firstpage
305
Lastpage
313
Abstract
Discrete-time systems described by difference equations which are polynomial in the input and linear in the output are discussed. Bilinear systems are special members of this class. Two issues are examined. First, a multidimensional polynomial-based algebraic condition which is necessary and sufficient for such systems to be identifiable is given. Second, subject to an identifiability assumption, a condition on the input sequence which guarantees persistent excitation is given. The principle analytic tool used in this study involves multidimensional polynomials
Keywords
discrete time systems; linear systems; nonlinear systems; polynomials; bilinear systems; difference equations; identifiability; multidimensional polynomial-based algebraic condition; Adaptive algorithm; Cities and towns; Convergence; Difference equations; Multidimensional systems; Nonlinear systems; Parameter estimation; Polynomials; Robustness; Sequences;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.73563
Filename
73563
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