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| Title | An Adaptive Situation Assessment Based Decision Making System |
| Publication Type | Conference Paper |
| Year of Publication | 2006 |
| Authors | Mirmoeini, F., and V. Krishnamurthy |
| Conference Name | Information Fusion, 2006 9th International Conference on |
| Pagination | 1 -8 |
| Date Published | jul. |
| Keywords | adaptive situation assessment, battlespace environment, belief networks, decision making, decision making system, Markov processes, Markovian model, military systems, reconfigurable Bayesian networks |
| Abstract | This paper describes the development of a hierarchical situation assessment system using Bayesian networks and also a situation assessment based decision making system for battlespace environment. The situation assessment system consists of two levels of reconfigurable Bayesian networks that are adapted with changes that occur in the battlespace on two different timescales. The decision making system uses this adaptive situation assessment system to make decisions that in turn affect the battlespace dynamics. An algorithm is provided to model these interactions and dynamics of the battlespace. Furthermore, a Markovian model for the battlespace dynamics is provided |
| URL | http://dx.doi.org/10.1109/ICIF.2006.301583 |
| DOI | 10.1109/ICIF.2006.301583 |