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A low-complexity al...
A low-complexity algorithm for intrusion detection in a PIR-based Wireless Sensor Network
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- Rahmathullah, Abu Sajana, 1986 (författare)
- Chalmers tekniska högskola,Chalmers University of Technology
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Subramanian, Ramanathan, 1985 (författare)
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Kumar, P. Vijay (författare)
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visa fler...
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Krishnan, Syam (författare)
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Amrutur, Bharadwaj (författare)
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Sebastian, Jeena (författare)
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Hegde, Malati (författare)
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Anand, S. V. R. (författare)
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visa färre...
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(creator_code:org_t)
- ISBN 9781424435173
- 2009
- 2009
- Engelska.
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Ingår i: Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2009, Melbourne, Australia. - 9781424435173 ; , s. 337 - 342
- Relaterad länk:
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https://research.cha...
Abstract
Ämnesord
Stäng
- 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.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Kommunikationssystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Communication Systems (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Inbäddad systemteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Embedded Systems (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Signalbehandling (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Signal Processing (hsv//eng)
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- ref (ämneskategori)
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