Cavalcanti, A.L.O., Kienitz, K.H. and Kadirkamanathan, V. orcid.org/0000-0002-4243-2501 (2018) Identification of two-time scaled systems using prefilters. Journal of Control Science and Engineering, 2018. 3138149. ISSN 1687-5249
Abstract
This paper deals with the identification of two-time scale linear dynamic systems, which are an important class of multiscale systems. Classical identification processes may fail to yield accurate parameters for systems of this class and, for this reason, the authors propose two different techniques to estimate the system parameters. The first technique utilizes two prefilters that are iteratively tuned. The second one considers wavelet filters that are tuned based on the results of the first iterative algorithm. Identification and analysis results for a dynamical aircraft model are shown to demonstrate the algorithm’s performance.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | Copyright © 2018 Anderson L. O. Cavalcanti et al. This is an open access article distributed under the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
Dates: |
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Institution: | The University of Sheffield |
Academic Units: | The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Automatic Control and Systems Engineering (Sheffield) |
Depositing User: | Symplectic Sheffield |
Date Deposited: | 11 Feb 2019 14:32 |
Last Modified: | 11 Feb 2019 14:32 |
Published Version: | https://doi.org/10.1155/2018/3138149 |
Status: | Published |
Publisher: | Hindawi Publishing Corporation |
Refereed: | Yes |
Identification Number: | 10.1155/2018/3138149 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:139659 |
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Filename: Identification of Two-Time Scaled Systems Using Prefilters.pdf
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