In-network training and distributed event detection in wireless sensor networks

Authors:
Georg Wittenburg;Norman Dziengel;Jochen Schiller
Affiliations:
Freie Universität Berlin, Berlin, Germany;Freie Universität Berlin, Berlin, Germany;Freie Universität Berlin, Berlin, Germany
Venue:
Proceedings of the 6th ACM conference on Embedded network sensor systems
Year:
2008

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Abstract

In order to avoid transmitting raw data to a base station, sensor nodes are trained to cooperatively recognize deployment-specific events based on the data sampled by their sensors. As both training and event detection are performed without the need for central coordination or processing, only information about the detected event needs to be reported.