Research Article
Smart Fence: Decentralized Sequential Hypothesis Testing for Perimeter Security
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@INPROCEEDINGS{10.1007/978-3-319-04166-7_5, author={Fabien Chraim and Kristofer Pister}, title={Smart Fence: Decentralized Sequential Hypothesis Testing for Perimeter Security}, proceedings={Sensor Systems and Software. 4th International ICST Conference, S-Cube 2013, Lucca, Italy, June 11-12, 2013, Revised Selected Papers}, proceedings_a={S-CUBE}, year={2014}, month={6}, keywords={Smart Fence WSN MEMS WirelessHART Hypothesis Testing}, doi={10.1007/978-3-319-04166-7_5} }- Fabien Chraim
Kristofer Pister
Year: 2014
Smart Fence: Decentralized Sequential Hypothesis Testing for Perimeter Security
S-CUBE
Springer
DOI: 10.1007/978-3-319-04166-7_5
Abstract
This paper presents a practical solution for the fence-line intrusion detection problem. The MEMS based sensor platform is introduced along with its WirelessHART networking capabilities. A Decentralized Sequential Hypothesis Testing algorithm is studied at the theoretical level before being applied to the problem at hand. Results from several deployments show 100% detection rates within one second of the intrusion. The system is presented as a viable replacement for much more expensive and less performant security systems.
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