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A decentralized event-based predictive navigation scheme for Air-Traffic Control
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.ORCID iD: 0000-0001-7309-8086
2012 (English)In: 2012 American Control Conference (ACC), IEEE Computer Society, 2012, 2503-2508 p.Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents an approach for the multiagent navigation and conflict resolution problem, that considers the issue of performance. We present a decentralized predictive navigation scheme that combines the Decentralized Navigation Functions methodology with the Model Predictive Control (MPC) framework while preserving the former's collision avoidance and convergence guarantees. Aircrafts, flying at constant altitude, are modeled as unicycles. Performance criteria are encoded in a cost functional. Due to decentralization, each agent does not take into account the decisions of others in the control law calculation, resulting in performance discrepancies. Therefore, we employ event-triggered executions in our scheme. The improved performance is demonstrated through simulations.

Place, publisher, year, edition, pages
IEEE Computer Society, 2012. 2503-2508 p.
Series
Proceedings of the American Control Conference, ISSN 0743-1619
Keyword [en]
Conflict Resolution, Constant altitude, Control laws, Cost functionals, Decentralized navigation, Event-based, Event-triggered, Performance criterion, Air traffic control, Model predictive control, Multi agent systems, Predictive control systems, Navigation
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-108005ISI: 000310776202130Scopus ID: 2-s2.0-84869400101ISBN: 978-145771095-7 (print)OAI: oai:DiVA.org:kth-108005DiVA: diva2:578897
Conference
2012 American Control Conference, ACC 2012, 27 June 2012 through 29 June 2012, Montreal, QC
Funder
ICT - The Next Generation
Note

QC 20121219

Available from: 2012-12-19 Created: 2012-12-19 Last updated: 2013-04-11Bibliographically approved

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Dimarogonas, Dimos V.

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf