1. An Approach to Intelligent Information Fusion in Sensor Saturated Urban Environments
- Author
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John Soldatos, Nikolaos Konstantinou, Ioannis Kompatsiaris, Thomas Knape, and Charalampos Doulaverakis
- Subjects
Database ,Situation awareness ,Computer science ,business.industry ,Distributed computing ,Tracking system ,computer.software_genre ,Sensor fusion ,Data modeling ,Middleware (distributed applications) ,Key (cryptography) ,business ,Wireless sensor network ,computer ,Semantic Web - Abstract
This paper introduces a novel sensor information fusion system enabling security and surveillance in large scale sensor saturated urban environments. The system is built over state-of-the art sensor networks middleware and provides information fusion at multiple layers. A distinguishing characteristic of the system is that it support seamless integration with semantic web middleware (including ontologies and inference mechanisms), which enable intelligent high-level accurate reasoning. This is a key functionality for efficient surveillance in large scale environment, where manual inspection of individual tracking systems becomes extremely resourceful and overall impractical. A proof-of-concept implementation of the system manifests its benefits and technical challenges, while also outlining lessons learnt.
- Published
- 2011