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Analysis of Centralized and Decentralized Communication and Decision Making for Cooperating Autonomous UAVs
Linköping University, Department of Electrical Engineering.
2011 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesis
Abstract [en]

This thesis describes the work performed at Saab Aeronautics in Linkoping during 2011. The work was to study and develop distributed and centralized methods for analysis of the decision making in a group of unmanned aerial vehicles (UAVs). In addition to this, some simple scenarios were studied and the work was implemented in C++ as the simulator ComDec. The literature review presented in the report provides knowledge of strategies for collaborative UAVs (communication and decision making), understanding of the problems/constraints that are relevant for data links and insight into the algorithms for decision making and autonomy. This work has resulted in a theoretical analysis of suitable design for decision making in a group of interacting autonomous UAVs. Existing methods for distributed and centralized decision making are implemented and a demonstration ofthe outcome are presented in the thesis. It is further shown how various communication problems and disturbances affect the decision making process. Finally, advantages and disadvantages of the selected strategies (communication and decision making) are discussed.

Place, publisher, year, edition, pages
2011. , 84 p.
Keyword [en]
Unmanned aerial vehicle, UAV, cooperating, decision making, communication, centralized, decentralized, distributed
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-71956ISRN: LiTH-ISY-EX--11/4521--SEOAI: oai:DiVA.org:liu-71956DiVA: diva2:455673
Subject / course
Automatic Control
Uppsok
Technology
Supervisors
Examiners
Available from: 2011-11-11 Created: 2011-11-10 Last updated: 2011-11-11Bibliographically approved

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Department of Electrical Engineering
Control Engineering

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • 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