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Enhanced Maritime Situation Awareness with Negotiator Agents

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Part of the Lecture Notes in Computer Science book series (LNAI,volume 3890)

Abstract

French coastguard missions have become increasingly varied implying new challenges such as the reduction of the decision cycle and the expansion of available information. Thus, it involves new needs for enhanced decision support. An efficient situation awareness system has to quickly detect and identify suspicious boats. The efficiency of such a system relies on a reliable sensor fusion since a coastguard uses sensors to achieve his mission. We present an innovative approach based on multi-agent negotiation to fuse classifiers, benefiting from the efficiency of existing classification tools and from the flexibility and reliability of a multi-agent system to exploit distributed data across dispersed sources. We developed a first prototype using a basic negotiation protocol in order to validate the feasibility and the interest of our approach. The results obtained are promising and encourage us to continue on this way.

Keywords

  • Multiagent System
  • Mobile Agent
  • Situation Awareness
  • Information Fusion
  • Interaction Initiator

These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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© 2006 Springer-Verlag Berlin Heidelberg

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Hemaissia, M., Seghrouchni, A.E.F., Mattioli, J. (2006). Enhanced Maritime Situation Awareness with Negotiator Agents. In: Thompson, S.G., Ghanea-Hercock, R. (eds) Defence Applications of Multi-Agent Systems. DAMAS 2005. Lecture Notes in Computer Science(), vol 3890. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11683704_2

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  • DOI: https://doi.org/10.1007/11683704_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-32832-2

  • Online ISBN: 978-3-540-32835-3

  • eBook Packages: Computer ScienceComputer Science (R0)