A middleware for fast and flexible sensor network deployment
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Context-aware wireless sensor networks for assisted living and residential monitoring
IEEE Network: The Magazine of Global Internetworking
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Wireless Sensor Networks (WSNs) produce large quantities of raw data from multiple sources, such as cameras, temperature or humidity sensors. We propose a network that uses the knowledge of domain experts that use the network, as well as previously sensed data, to classify incoming sensed data in near real-time. Using a field centre in Malaysia as a testbed, we are currently implementing a prototype network to classify images of animals that trigger wildlife cameras. Initial experiments to test the individual components of the network have yielded positive results and a prototype is planned for deployment in July of 2012.