A low-complexity algorithm for intrusion detection in a PIR-based Wireless Sensor Network
Paper i proceeding, 2009

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.

Författare

Abu Sajana Rahmathullah

Chalmers, Signaler och system, Signalbehandling och medicinsk teknik, Signalbehandling

Ramanathan Subramanian

P. Vijay Kumar

Syam Krishnan

Bharadwaj Amrutur

Jeena Sebastian

Malati Hegde

S. V. R. Anand

Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2009, Melbourne, Australia

337 - 342

Styrkeområden

Informations- och kommunikationsteknik

Ämneskategorier

Kommunikationssystem

Inbäddad systemteknik

Signalbehandling

ISBN

978-1-4244-3517-3

Mer information

Skapat

2017-10-07