A Low-Complexity Algorithm for Intrusion Detection in a PIR-Based Wireless Sensor Network

被引：0
|
作者：
Abu Sajana, R. [1 ]
Subramanian, Ramanathan [2 ]
Kumar, P. Vijay [1 ,2 ]
Krishnan, Syam [1 ]
Amrutur, Bharadwaj [1 ]
Sebastian, Jeena [1 ]
Hegde, Malati [1 ]
Anand, S. V. R. [1 ]
机构：
[1] Indian Inst Sci, ECE Dept, Bangalore 560012, Karnataka, India
[2] Indian Inst Sci, CSA Dept, Bangalore 560012, Karnataka, India
来源：
PROCEEDINGS OF THE 2009 FIFTH INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS AND INFORMATION PROCESSING | 2009年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We present a low-complexity algorithm for intrusion detection in the presence of clutter arising from wind-blown vegetation, using Passive Infra-Red (PIR) sensors in a Wireless Sensor Network (WSN). The algorithm is based on a combination of Haar Transform (HT) and Support-Vector-Machine (SVM) based training and was field tested in a network setting comprising of 15-20 sensing nodes. Also contained in this paper is a closed-form expression for the signal generated by an intruder moving at a constant velocity. It is shown how this expression can be exploited to determine the direction of motion information and the velocity of the intruder from the signals of three well-positioned sensors.
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收藏
页码：337 / 342
页数：6
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