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.

引用

下载

页码：337 / 342

页数：6

共 50 条

[21] Low-Complexity One-Dimensional Edge Detection in Wireless Sensor Networks
Marco Martalò
Gianluigi Ferrari
EURASIP Journal on Wireless Communications and Networking, 2010
[22] IoT Based Intrusion Detection System Using PIR Sensor
Sahoo, Khirod Chandra
Pati, Umesh Chandra
2017 2ND IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ELECTRONICS, INFORMATION & COMMUNICATION TECHNOLOGY (RTEICT), 2017, : 1641 - 1645
[23] Intrusion Detection System Based on Immune Algorithm and Support Vector Machine in Wireless Sensor Network
Chen, Yu Sheng
Qin, Yu Sheng
Xiang, Yu Gui
Zhong, Jing Xi
Jiao, Xu Long
INFORMATION AND AUTOMATION, 2011, 86 : 372 - +
[24] An intrusion detection model for wireless sensor network based on information gain ratio and bagging algorithm
Zhang, Qiu-Yu (zhangqylz@163.com), 1600, Femto Technique Co., Ltd. (22):
[25] Ensemble Based Optimal Feature Selection Algorithm for Efficient Intrusion Detection in Wireless Sensor Network
Sundar, S. Shyam
Bhuvaneswaran, R. S.
SaiRamesh, L.
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2024, 18 (08): : 2214 - 2229
[26] An Intrusion Detection Algorithm for Wireless Sensor Networks
Eissa, Alaa
Zied, Samir
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2015, 15 (11): : 80 - 85
[27] Low-Complexity Distributed Compression in Wireless Sensor Networks
Sartipi, Mina
2012 DATA COMPRESSION CONFERENCE (DCC), 2012, : 227 - 236
[28] Low-complexity video compression for wireless sensor networks
Magli, E
Mancin, M
Merello, L
2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL III, PROCEEDINGS, 2003, : 585 - 588
[29] Low-complexity authentication scheme based on cellular automata in wireless network
Jeon, JC
Kim, KW
Yoo, KY
MOBILE AD-HOC AND SENSOR NETWORKS, PROCEEDINGS, 2005, 3794 : 413 - 421
[30] Building Intrusion Detection with a Wireless Sensor Network
Waelchli, Markus
Braun, Torsten
AD HOC NETWORKS, 2010, 28 : 607 - 622

← 1 2 3 4 5 →