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Enhanced Maritime Situation Awareness with Negotiator Agents

Miniar Hemaissia 1 Amal El Fallah-Seghrouchni 1 Juliette Mattioli
1 SMA - Systèmes Multi-Agents
LIP6 - Laboratoire d'Informatique de Paris 6
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.
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Submitted on : Tuesday, December 20, 2016 - 4:19:50 PM
Last modification on : Monday, December 16, 2019 - 11:54:05 AM

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Miniar Hemaissia, Amal El Fallah-Seghrouchni, Juliette Mattioli. Enhanced Maritime Situation Awareness with Negotiator Agents. International Workshop on Defence Applications of Multi-Agent Systems, Jul 2005, Utrecht, Netherlands. pp.14-23, ⟨10.1007/11683704_2⟩. ⟨hal-01420473⟩



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