INTELLIGENT DATA FUSION MODEL IN GINISSENSE ARCHITECTURE
Sanja Bogdanović-Dinić · International Multidisciplinary Scientific GeoConference SGEM ... · 2011
Data fusion has been important field of exploration, brought to light under the influence of new technologies and the emerging need for information integration and knowledge extraction from heterogeneous data sources. The main focus of this paper will be set particularly on sensor data fusion. Our current focus is on designing and developing an intelligent data fusion component for a Sensor 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 collecting 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.