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This paper proposes a conceptual definition of an information fusion (IF) processing framework. Several concepts borrowed from complex systems theory, informational philosophy and computer sciences have been integrated to conceptualize that framework. The concepts of holon and informon developed by Koestler, Sulis, Alonso, Paggi et al. are exploited here to develop an information fusion processing...
The aim of this paper is to investigate how to improve the process of information combination, using the Dempster-Shafer theory (DST). In presence of an overload of information and an unknown environment, the reliability of the sources of information or the sensors is usually unknown and thus cannot be used to refine the fusion process. In a previous paper, the authors have investigated different...
In compliance with the Department of National Defence and Canadian Forces Architecture Framework (DNDAF) and the service oriented architecture (SOA), we develop a new Web services implementation of a multi sensor data fusion (MSDF) system. The migration and the decomposition into Web services of the concept analysis and simulation environment for automatic target tracking and identification (CASE...
A crucial point in the decision-level identity fusion is to combine information in an appropriate way to generate an optimal decision, according to the individual information coming from a set of different sensors. An interesting approach was developed for the decision- level identity fusion, which use optimization techniques to minimize an objective function which measure the dissimilarities between...
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