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Federated DyKnow, a Distributed Information Fusion System for Collaborative UAVs
2010 (English)In: Proceedings of the 11th International Conference on Control, Automation, Robotics and Vision (ICARCV), IEEE conference proceedings, 2010, 1063-1069Conference paper (Refereed)
Abstract [en]

As unmanned aerial vehicle (UAV) applications are becoming more complex and covering larger physical areas there is an increasing need for multiple UAVs to cooperatively solve problems. To produce more complete and accurate information about the environment we present the DyKnow Federation framework for distributed fusion among collaborative UAVs. A federation is created and maintained using a multi-agent delegation framework which allows high-level specification and reasoning about resource bounded cooperative problem solving. When the federation is set up, local information is transparently shared between the agents according to specification. The work is presented in the context of a multi-UAV traffic monitoring scenario.

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Engineering and Technology
URN: urn:nbn:se:liu:diva-59943DOI: 10.1109/ICARCV.2010.5707967ISI: 000291559800184ISBN: 978-1-4244-7814-9OAI: diva2:354328
11th International Conference on Control, Automation, Robotics and Vision (ICARCV 2010) Singapore, SINGAPORE, 7-10 Dec. 2010
Available from2010-09-30 Created:2010-09-30 Last updated:2012-09-12

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Heintz, FredrikDoherty, Patrick
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KPLAB - Knowledge Processing LabThe Institute of Technology
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