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Thesis
Persistant excitation in bilinear systems for adaptive identification
University of Iowa
Master of Science (MS), University of Iowa
Spring 1990
Abstract
This thesis considers identifiability and persistent excitation issues in systems admitting bilinear state variable representations. Specifically, in a wide class of situations such systems result in input output difference equations which are linear in the output but polynomial in the input. We give a necessary and sufficient condition under which the coefficients of such difference equations are uniquely identifiable. The condition is algebraic and involves multi-dimensional polynomials. Subject to the underlying system being fundamentally identifiable, we give a condition on the input sequence which guarantees persistent excitation.
Details
- Title: Subtitle
- Persistant excitation in bilinear systems for adaptive identification
- Creators
- George John Krenzer - University of Iowa
- Contributors
- Soura Dasgupta (Advisor) - University of Iowa, Electrical and Computer Engineering
- Resource Type
- Thesis
- Degree Awarded
- Master of Science (MS), University of Iowa
- Degree in
- Electrical and Computer Engineering
- Date degree season
- Spring 1990
- Publisher
- University of Iowa
- Number of pages
- v, 58 pages
- Comment
This thesis has been optimized for improved web viewing. If you require the original version, contact the University Archives at the University of Iowa: https://www.lib.uiowa.edu/sc/contact/
- Language
- English
- Date copyrighted
- 1990
- Academic Unit
- Electrical and Computer Engineering
- Record Identifier
- 9985224330402771
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