Smart Fence: Decentralized Sequential Hypothesis Testing for Perimeter Security

Fabien Chraim; Kristofer Pister

Sensor Systems and Software. 4th International ICST Conference, S-Cube 2013, Lucca, Italy, June 11-12, 2013, Revised Selected Papers

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

Fabien Chraim¹^,*, Kristofer Pister¹^,*

1: University of Califronia

*Contact email: chraim@eecs.berkeley.edu, pister@eecs.berkeley.edu

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.

Keywords: Smart Fence WSN MEMS WirelessHART Hypothesis Testing

Published: 2014-06-19

: http://dx.doi.org/10.1007/978-3-319-04166-7_5