An online algorithm for controlling a monotone Wiener system
2012 (English)In: Proceedings of the 2012 24th Chinese Control and Decision Conference (CCDC), Piscataway, NJ: IEEE , 2012, 1585-1590 p.Conference paper (Refereed)
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.
, Chinese Control and Decision Conference, ISSN 1948-9439
IdentifiersURN: urn:nbn:se:uu:diva-180864DOI: 10.1109/CCDC.2012.6244257ISI: 000323966201125ISBN: 978-1-4577-2073-4ISBN: 978-1-4577-2072-7OAI: oai:DiVA.org:uu-180864DiVA: diva2:551702
24th Chinese Control and Decision Conference (CCDC), May 23-25, 2012, Taiyuan, China