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Communication constraints in coordinated consensus problems
KTH, School of Electrical Engineering (EES), Communication Theory.
2006 (English)In: Proc Am Control Conf, 2006, 4189-4194 p.Conference paper, Published paper (Refereed)
Abstract [en]

The interrelationship between control and communication theory is becoming of fundamental importance in many distributed control systems. Particular examples are systems comprised of multiple agents. When it comes to coordinately control a group of autonomous mobile agents in order to achieve a common task, communications constraints impose limits on the achievable control performance. Starting from an emerging problem, studied in the robotics and control communities, called consensus or state agreement problem, we characterize the relationship between the amount of information exchanged by the agents and the rate of convergence to the agreement. In particular we show that communication networks that exhibit particular symmetries yield slow convergence, if the amount of information exchanged does not scale with the number of agents. On the other hand, if we allow exchange of logarithmic quantized data, the control performance significantly improves with little growth of the required communication effort.

Place, publisher, year, edition, pages
2006. 4189-4194 p.
Series
Proceedings of the American Control Conference, ISSN 0743-1619 ; 2006
Keyword [en]
Autonomous agents, Constraint theory, Data reduction, Mobile robots, Problem solving, Telecommunication networks, Autonomous mobile agents, Control communities, Quantized data, Information theory
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-155367ISI: 000241666308022Scopus ID: 2-s2.0-34047210035ISBN: 1424402107 (print)ISBN: 9781424402106 (print)OAI: oai:DiVA.org:kth-155367DiVA: diva2:762569
Conference
2006 American Control Conference, 14-16 June 2006, Minneapolis, MN, USA
Note

QC 20141112

Available from: 2014-11-12 Created: 2014-11-05 Last updated: 2014-11-12Bibliographically approved

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  • apa
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