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
收藏
页码：337 / 342
页数：6
相关论文
共 50 条
  • [1] A Low-Complexity Algorithm for Intrusion Detection in a PIR-Based Wireless Sensor Network
    Abu Sajana, R.
    Subramanian, Ramanathan
    Kumar, P. Vijay
    Krishnan, Syam
    Amrutur, Bharadwaj
    Sebastian, Jeena
    Hegde, Malati
    Anand, S. V. R.
    [J]. 2009 INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS AND INFORMATION PROCESSING (ISSNIP 2009), 2009, : 325 - +
  • [2] An Evolutionary-Based Approach for Low-Complexity Intrusion Detection in Wireless Sensor Networks
    Zhang, Ting
    Han, Dezhi
    Marino, Mario D.
    Wang, Lin
    Li, Kuan-Ching
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2022, 126 (03) : 2019 - 2042
  • [3] An Evolutionary-Based Approach for Low-Complexity Intrusion Detection in Wireless Sensor Networks
    Ting Zhang
    Dezhi Han
    Mario D. Marino
    Lin Wang
    Kuan-Ching Li
    [J]. Wireless Personal Communications, 2022, 126 : 2019 - 2042
  • [4] Secure Force: A Low-Complexity Cryptographic Algorithm for Wireless Sensor Network (WSN)
    Ebrahim, Mansoor
    Chong, Chai Wai
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM, COMPUTING AND ENGINEERING (ICCSCE 2013), 2013, : 557 - 562
  • [5] PIR-based data integrity verification method in sensor network
    Kim, Yong-Ki
    Choi, Kwangnam
    Kim, Jaesoo
    Seok, JungHo
    [J]. JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2014, 21 (10) : 3883 - 3888
  • [6] PIR-based data integrity verification method in sensor network
    Yong-Ki Kim
    Kwangnam Choi
    Jaesoo Kim
    JungHo Seok
    [J]. Journal of Central South University, 2014, 21 : 3883 - 3888
  • [7] PIR-based data integrity verification method in sensor network
    Yong-Ki Kim
    Kwangnam Choi
    Jaesoo Kim
    JungHo Seok
    [J]. Journal of Central South University, 2014, 21 (10) : 3883 - 3888
  • [8] A Wireless ECG Sensor and a Low-Complexity Screening Algorithm for Obstructive Sleep Apnea Detection
    Mazlan, Nurul Jameela Binti Nor
    Wong, Kiing Ing
    [J]. 2012 IEEE EMBS CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES (IECBES), 2012,
  • [9] Low-Complexity Distributed Fault Detection for Wireless Sensor Networks
    Li, Wenjie
    Bassi, Francesca
    Dardari, Davide
    Kieffer, Michel
    Pasolini, Gianni
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, : 6712 - 6718
  • [10] Low-Complexity Algorithms for Event Detection in Wireless Sensor Networks
    Sun, Xusheng
    Coyle, Edward J.
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2010, 28 (07) : 1138 - 1148
12345