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A study on distributed model predictive consensus
KTH, School of Electrical Engineering (EES), Automatic Control. KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.ORCID iD: 0000-0001-9940-5929
2008 (English)In: Proceedings of the 17th IFAC World Congress, 2008, 2008Conference paper, Published paper (Refereed)
Abstract [en]

We investigate convergence properties of a proposed distributed model predictive control (DMPC) scheme, where agents negotiate to compute an optimal consensus point using an incremental subgradient method based on primal decomposition as described in Johansson et al. [2006, 2007]. The objective of the distributed control strategy is to agree upon and achieve an optimal common output value for a group of agents in the presence of constraints on the agent dynamics using local predictive controllers. Stability analysis using a receding horizon implementation of the distributed optimal consensus scheme is performed. Conditions are given under which convergence can be obtained even if the negotiations do not reach full consensus.

Place, publisher, year, edition, pages
2008.
Keyword [en]
Coordination of multiple vehicle systems; Cooperative systems; Multi-agent systems
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-80723DOI: 10.3182/20080706-5-KR-1001.00259OAI: oai:DiVA.org:kth-80723DiVA: diva2:496713
Conference
IFAC World Congress, Seoul, Korea
Note
Qc 20120216Available from: 2012-02-16 Created: 2012-02-10 Last updated: 2012-02-16Bibliographically approved

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multiagent_ifac08_dmpc(118 kB)44 downloads
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Johansson, Karl Henrik

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CiteExportLink to record
Permanent link

Direct link
Cite
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