Distributed faulty sensor node detection in wireless sensor networks based on Copula theory

Farid Lalem; Ahcène Bounceur; Reinhardt Euler; Mohammad Hammoudeh; Rahim Kacimi; Sanaa Kawther Ghalem

doi:10.1145/3018896.3065837

Distributed faulty sensor node detection in wireless sensor networks based on Copula theory

Farid Lalem
, Ahcène Bounceur
, Reinhardt Euler
, Mohammad Hammoudeh
, Rahim Kacimi
, Sanaa Kawther Ghalem

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Wireless Sensor Networks (WSNs) are arising from the proliferation of Micro-Electro-Mechanical Systems (MEMS) technology as an important new area in wireless technology. They are composed of tiny devices which monitor physical or environmental conditions such as temperature, pressure, motion or pollutants, etc. Moreover, the accuracy of individual sensor node readings is decisive in WSN applications. Hence, detecting nodes with faulty sensors can strictly influence the network performance and extend the network lifetime. In this paper, we propose a new approach for faulty sensor node detection in WSNs based on Copula theory. The obtained experimental results on real datasets collected from real sensor networks show the effectiveness of our approach.

Original language	English
Title of host publication	Proceedings of the 2nd International Conference on Internet of Things and Cloud Computing, ICC 2017
Editors	Hani Hamdan, Djallel Eddine Boubiche, Faouzi Hidoussi
Publisher	Association for Computing Machinery
ISBN (Electronic)	9781450347747
DOIs	https://doi.org/10.1145/3018896.3065837
State	Published - 22 Mar 2017
Externally published	Yes

Publication series

Name	ACM International Conference Proceeding Series

Bibliographical note

Publisher Copyright:
© 2017 ACM.

Keywords

Copulas
Failure nodes
Faulty sensors
Wireless Sensor Networks

ASJC Scopus subject areas

Software
Human-Computer Interaction
Computer Vision and Pattern Recognition
Computer Networks and Communications

Access to Document

10.1145/3018896.3065837

Cite this

Lalem, F., Bounceur, A., Euler, R., Hammoudeh, M., Kacimi, R., & Ghalem, S. K. (2017). Distributed faulty sensor node detection in wireless sensor networks based on Copula theory. In H. Hamdan, D. E. Boubiche, & F. Hidoussi (Eds.), Proceedings of the 2nd International Conference on Internet of Things and Cloud Computing, ICC 2017 Article a198 (ACM International Conference Proceeding Series). Association for Computing Machinery. https://doi.org/10.1145/3018896.3065837

Lalem, Farid ; Bounceur, Ahcène ; Euler, Reinhardt et al. / Distributed faulty sensor node detection in wireless sensor networks based on Copula theory. Proceedings of the 2nd International Conference on Internet of Things and Cloud Computing, ICC 2017. editor / Hani Hamdan ; Djallel Eddine Boubiche ; Faouzi Hidoussi. Association for Computing Machinery, 2017. (ACM International Conference Proceeding Series).

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title = "Distributed faulty sensor node detection in wireless sensor networks based on Copula theory",

abstract = "Wireless Sensor Networks (WSNs) are arising from the proliferation of Micro-Electro-Mechanical Systems (MEMS) technology as an important new area in wireless technology. They are composed of tiny devices which monitor physical or environmental conditions such as temperature, pressure, motion or pollutants, etc. Moreover, the accuracy of individual sensor node readings is decisive in WSN applications. Hence, detecting nodes with faulty sensors can strictly influence the network performance and extend the network lifetime. In this paper, we propose a new approach for faulty sensor node detection in WSNs based on Copula theory. The obtained experimental results on real datasets collected from real sensor networks show the effectiveness of our approach.",

keywords = "Copulas, Failure nodes, Faulty sensors, Wireless Sensor Networks",

author = "Farid Lalem and Ahc{\`e}ne Bounceur and Reinhardt Euler and Mohammad Hammoudeh and Rahim Kacimi and Ghalem, \{Sanaa Kawther\}",

note = "Publisher Copyright: {\textcopyright} 2017 ACM.",

year = "2017",

month = mar,

day = "22",

doi = "10.1145/3018896.3065837",

language = "English",

series = "ACM International Conference Proceeding Series",

publisher = "Association for Computing Machinery",

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Lalem, F, Bounceur, A, Euler, R, Hammoudeh, M, Kacimi, R & Ghalem, SK 2017, Distributed faulty sensor node detection in wireless sensor networks based on Copula theory. in H Hamdan, DE Boubiche & F Hidoussi (eds), Proceedings of the 2nd International Conference on Internet of Things and Cloud Computing, ICC 2017., a198, ACM International Conference Proceeding Series, Association for Computing Machinery. https://doi.org/10.1145/3018896.3065837

Distributed faulty sensor node detection in wireless sensor networks based on Copula theory. / Lalem, Farid; Bounceur, Ahcène; Euler, Reinhardt et al.
Proceedings of the 2nd International Conference on Internet of Things and Cloud Computing, ICC 2017. ed. / Hani Hamdan; Djallel Eddine Boubiche; Faouzi Hidoussi. Association for Computing Machinery, 2017. a198 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Distributed faulty sensor node detection in wireless sensor networks based on Copula theory

AU - Lalem, Farid

AU - Bounceur, Ahcène

AU - Euler, Reinhardt

AU - Hammoudeh, Mohammad

AU - Kacimi, Rahim

AU - Ghalem, Sanaa Kawther

PY - 2017/3/22

Y1 - 2017/3/22

N2 - Wireless Sensor Networks (WSNs) are arising from the proliferation of Micro-Electro-Mechanical Systems (MEMS) technology as an important new area in wireless technology. They are composed of tiny devices which monitor physical or environmental conditions such as temperature, pressure, motion or pollutants, etc. Moreover, the accuracy of individual sensor node readings is decisive in WSN applications. Hence, detecting nodes with faulty sensors can strictly influence the network performance and extend the network lifetime. In this paper, we propose a new approach for faulty sensor node detection in WSNs based on Copula theory. The obtained experimental results on real datasets collected from real sensor networks show the effectiveness of our approach.

AB - Wireless Sensor Networks (WSNs) are arising from the proliferation of Micro-Electro-Mechanical Systems (MEMS) technology as an important new area in wireless technology. They are composed of tiny devices which monitor physical or environmental conditions such as temperature, pressure, motion or pollutants, etc. Moreover, the accuracy of individual sensor node readings is decisive in WSN applications. Hence, detecting nodes with faulty sensors can strictly influence the network performance and extend the network lifetime. In this paper, we propose a new approach for faulty sensor node detection in WSNs based on Copula theory. The obtained experimental results on real datasets collected from real sensor networks show the effectiveness of our approach.

KW - Copulas

KW - Failure nodes

KW - Faulty sensors

KW - Wireless Sensor Networks

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DO - 10.1145/3018896.3065837

M3 - Conference contribution

AN - SCOPUS:85044667740

T3 - ACM International Conference Proceeding Series

BT - Proceedings of the 2nd International Conference on Internet of Things and Cloud Computing, ICC 2017

A2 - Hamdan, Hani

A2 - Boubiche, Djallel Eddine

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ER -

Lalem F, Bounceur A, Euler R, Hammoudeh M, Kacimi R, Ghalem SK. Distributed faulty sensor node detection in wireless sensor networks based on Copula theory. In Hamdan H, Boubiche DE, Hidoussi F, editors, Proceedings of the 2nd International Conference on Internet of Things and Cloud Computing, ICC 2017. Association for Computing Machinery. 2017. a198. (ACM International Conference Proceeding Series). doi: 10.1145/3018896.3065837

Distributed faulty sensor node detection in wireless sensor networks based on Copula theory

Abstract

Publication series

Bibliographical note

Keywords

ASJC Scopus subject areas

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Cite this