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A Nonlinear Adaptive Observer with Excitation-based Switching

Pin, Gilberto; Chen, Boli; Parisini, Thomas; (2014) A Nonlinear Adaptive Observer with Excitation-based Switching. In: 52nd IEEE Conference on Decision and Control. (pp. pp. 4391-4398). IEEE Green open access

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Abstract

This paper presents a MIMO nonlinear adaptive observer, which is characterized by a robust excitation-based switching strategy. The proposed switching algorithm allows to address the scenario of poor excitation, while a conservative minimum duration of excitation interval for ensuring a progressive improvement is determined. The robustness of the devised method with respect to the bounded unstructured perturbation is studied by a input-to-state stability analysis. Simple simulation results show the effectiveness of the proposed technique.

Type: Proceedings paper
Title: A Nonlinear Adaptive Observer with Excitation-based Switching
Event: 52nd IEEE Conference on Decision and Control
Location: Florence, ITALY
Dates: 10 Dec 2013 - 13 Dec 2013
ISBN-13: 9781467357173
Open access status: An open access version is available from UCL Discovery
DOI: 10.1109/CDC.2013.6760565
Publisher version: https://doi.org/10.1109/CDC.2013.6760565
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: Switches, Observers, Equations
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Electronic and Electrical Eng
URI: https://discovery.ucl.ac.uk/id/eprint/10189795
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