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An online algorithm for controlling a monotone Wiener system
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Division of Systems and Control. Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Automatic control.
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Division of Systems and Control. Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Information Technology, Automatic control.
2012 (English)In: Proceedings of the 2012 24th Chinese Control and Decision Conference (CCDC), Piscataway, NJ: IEEE , 2012, 1585-1590 p.Conference paper, Published paper (Refereed)
Abstract [en]

This paper proposes and studies an online algorithm ('NORTKNAR') for controlling a monotone Wiener system to a given level. Such systems consist of a FIR model, followed by a monotonically in-or decreasing nonlinear static function. We consider phenomena which obey such system up to stochastic perturbations. We study almost sure convergence under weak regularity assumptions. Theoretical results are complemented by empirical results on the control of a PharmacoKinetics-PharmacoDynamic (PK-PD) system regulating concentrations of levuodopa in the bloodstream. Finally, we indicate how those ideas find application to regulating the rate of events in pulsatile systems.

Place, publisher, year, edition, pages
Piscataway, NJ: IEEE , 2012. 1585-1590 p.
Series
Chinese Control and Decision Conference, ISSN 1948-9439
National Category
Signal Processing
Identifiers
URN: urn:nbn:se:uu:diva-180864DOI: 10.1109/CCDC.2012.6244257ISI: 000323966201125ISBN: 978-1-4577-2073-4 (print)ISBN: 978-1-4577-2072-7 (print)OAI: oai:DiVA.org:uu-180864DiVA: diva2:551702
Conference
24th Chinese Control and Decision Conference (CCDC), May 23-25, 2012, Taiyuan, China
Available from: 2012-07-19 Created: 2012-09-12 Last updated: 2013-11-18Bibliographically approved

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Dai, LiangPelckmans, Kristiaan

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CiteExportLink to record
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  • apa
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