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Design and Implementation of Multi Agent-based Information Fusion System for Supporting Decision Making (A Case Study on Military Operation)
1,2Arwin Datumaya Wahyudi Sumari & 1Adang Suwandi Ahmad
1 Department of Electronics, Akademi Angkatan Udara,
Jl. Laksda Adisutjipto, Yogyakarta – 55002
2 School of Electrical Engineering and Informatics, Institut Teknologi Bandung
Gedung Labtek VIII, Jl. Ganeca 10, Bandung – 40175
Abstract. Quick, accurate, and complete information is highly required for supporting strategically impact decision making in a Military Operation (MO) in order to reduce the decision cycle and to minimize the loss. For that purpose, we propose, design and implement a hierarchical Multi Agent-based Information Fusion System for Decision Making Support (MAIFS-DMS). The information fusion is implemented by applying Maximum Score of the Total Sum of Joint Probabilities (MSJP) fusion method and is done by a collection of Information Fusion Agents (IFA) that forms a multiagent system. MAIFS uses a combination of generalization of Dasarathy and Joint Director’s Laboratory (JDL) process models for information fusion mechanism. Information fusion products that are displayed in graphical forms provide comprehensive information regarding the MO area dynamics. By observing the graphics resulted from the information fusion, the commandant will have situational awareness and knowledge in order to make the most accurate strategic decision as fast as possible
Keywords: decision making support, information fusion, MAIFS-DMS, military operation, MSJP, multiagent system
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