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An extremum-seeking control observer design technique for nonlinear systems
Department of Chemical Engineering, Queen's University, Kingston, ON, K7L 3N6, Canada.
Luleå tekniska universitet, Institutionen för system- och rymdteknik, Signaler och system.ORCID-id: 0000-0002-9901-5776
Rekke forfattare: 22018 (engelsk)Inngår i: 2017 IEEE 56th Conference on Decision and Control, CDC, Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2018Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

In this study, we propose an extremum-seeking control approach for the design on nonlinear observers for a general class of detectable nonlinear systems. The extremum-seeking control approach provides a mechanism to compute an observer gain that minimizes the squared output error. The technique extends and generalizes an earlier extremum seeking control observer design approach that was limited to systems in observer normal form with a linear state to output map. The analysis provides conditions for the application of the technique and establishes a semi-global practical stability property of the error dynamics. Two simulation examples are presented to demonstrate the effectiveness of the technique

sted, utgiver, år, opplag, sider
Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2018.
Serie
IEEE Conference on Decision and Control, E-ISSN 0743-1546
HSV kategori
Forskningsprogram
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Identifikatorer
URN: urn:nbn:se:ltu:diva-67650DOI: 10.1109/CDC.2017.8263960ISI: 000424696902012Scopus ID: 2-s2.0-85046282748ISBN: 978-1-5090-2873-3 (digital)ISBN: 978-1-5090-2874-0 (tryckt)OAI: oai:DiVA.org:ltu-67650DiVA, id: diva2:1182693
Konferanse
56th IEEE Conference on Decision and Control, CDC 2017, Melbourne, VIC, Australia , 12-15 December 2017
Tilgjengelig fra: 2018-02-14 Laget: 2018-02-14 Sist oppdatert: 2020-05-14bibliografisk kontrollert

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