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INTELLIGENT DATA FUSION MODEL IN GINISSENSE ARCHITECTURE
Abstract
Data fusion has been important field of expl oration, brought to light under the influence of new technologies and the emerging need for information integration and knowledge extraction from heter ogeneous data sources. The main focus of this paper will be set particularly on sensor data fusion. Our cu rrent focus is on designing and developing an intelligent data fusion component for a Sens or Web based architecture that will enable combining different environmental data into coherent information. For addressing the problem efficiently we will give an overview of present data fusion models and then incorporate the most appropriate model into existing Sensor Web based architecture - GinisSense for monitoring environment and co llecting environmental data. In this way we will have an intelligent data fusion system. Furthermore we will explain in detail the fusion process in GinisSense architecture and give an example of its usage.
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