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Event-Triggered Model Predictive Control of Discrete-Time Linear Systems Subject to Disturbances
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.ORCID iD: 0000-0001-9940-5929
2013 (English)In: 2013 European Control Conference (ECC), IEEE , 2013, 1156-1161 p.Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents an approach to event-triggered model predictive control for discrete-time linear systems subject to input and state constraints as well as exogenous disturbances. Stability properties are derived by evaluating the difference between the event-triggered implementation and the conventional time-triggered scheme. It is shown that the event-triggered implementation, in stationarity, is able to keep the state in an explicitly computable set given by the disturbance bound and the event threshold. Simulation results underline the effectiveness of the proposed scheme in terms of reducing the communication and computational effort while guaranteeing a desired performance.

Place, publisher, year, edition, pages
IEEE , 2013. 1156-1161 p.
Keyword [en]
Computational effort, Discrete time linear systems, Event-triggered, Exogenous disturbances, Input and state constraints, Stability properties, Stationarity, Time triggered
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-118840ISI: 000332509701090Scopus ID: 2-s2.0-84893222364ISBN: 978-3-952-41734-8 (print)OAI: oai:DiVA.org:kth-118840DiVA: diva2:608789
Conference
2013 12th European Control Conference, ECC 2013; Zurich; Switzerland; 17 July 2013 through 19 July 2013
Note

QC 20130902

Available from: 2013-03-01 Created: 2013-03-01 Last updated: 2014-04-24Bibliographically approved

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Johansson, Karl Henrik

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CiteExportLink to record
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Citation style
  • apa
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  • ieee
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Language
  • de-DE
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  • fi-FI
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  • Other locale
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Output format
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