CoRFL: A Connectivity restoration mechanism using fuzzy logic in wireless actor and sensor networks

Uthman Baroudi; Mohammed Aldarwbi

doi:10.1109/CIT/IUCC/DASC/PICOM.2015.217

CoRFL: A Connectivity restoration mechanism using fuzzy logic in wireless actor and sensor networks

Uthman Baroudi
, Mohammed Aldarwbi

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

5 Scopus citations

Abstract

Wireless sensor and actor networks (WSANs) deployed in a harsh environment may suffer simultaneous failures causing the network to be partitioned into disjointed parts. Connectivity restoration of these partitions is a vital issue for the reliability of the network mission. Most of the existing works in the literature mainly focus on restoring network connectivity take into account number of moving nodes, travelled distance, but not WSANs lifetime. In this paper, a distributed node-repositioning algorithm based on fuzzy logic (CoRFL) is proposed to reduce broadcasting messages due to network failure detection, restore network connectivity and to increase the network lifetime. In CoRFL, we parametrize the selection of recovery team according to fuzzy logic rules. Extensive simulation experiments have been conducted. The simulation results demonstrate outstanding performance compared to traditional approaches in terms of reestablishing the connectivity and increasing the lifetime of WSANs.

Original language	English
Title of host publication	Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015
Editors	Luigi Atzori, Xiaolong Jin, Stephen Jarvis, Lei Liu, Ramon Aguero Calvo, Jia Hu, Geyong Min, Nektarios Georgalas, Yulei Wu
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1449-1454
Number of pages	6
ISBN (Electronic)	9781509001545
DOIs	https://doi.org/10.1109/CIT/IUCC/DASC/PICOM.2015.217
State	Published - 22 Dec 2015

Publication series

Name	Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Keywords

Connectivity restoration
Fuzzy logic
Simultaneous multi failure
WSAN

ASJC Scopus subject areas

Information Systems
Artificial Intelligence
Computer Networks and Communications

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10.1109/CIT/IUCC/DASC/PICOM.2015.217

Cite this

Baroudi, U., & Aldarwbi, M. (2015). CoRFL: A Connectivity restoration mechanism using fuzzy logic in wireless actor and sensor networks. In L. Atzori, X. Jin, S. Jarvis, L. Liu, R. A. Calvo, J. Hu, G. Min, N. Georgalas, & Y. Wu (Eds.), Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015 (pp. 1449-1454). Article 7363261 (Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CIT/IUCC/DASC/PICOM.2015.217

Baroudi, Uthman ; Aldarwbi, Mohammed. / CoRFL : A Connectivity restoration mechanism using fuzzy logic in wireless actor and sensor networks. Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015. editor / Luigi Atzori ; Xiaolong Jin ; Stephen Jarvis ; Lei Liu ; Ramon Aguero Calvo ; Jia Hu ; Geyong Min ; Nektarios Georgalas ; Yulei Wu. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 1449-1454 (Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015).

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abstract = "Wireless sensor and actor networks (WSANs) deployed in a harsh environment may suffer simultaneous failures causing the network to be partitioned into disjointed parts. Connectivity restoration of these partitions is a vital issue for the reliability of the network mission. Most of the existing works in the literature mainly focus on restoring network connectivity take into account number of moving nodes, travelled distance, but not WSANs lifetime. In this paper, a distributed node-repositioning algorithm based on fuzzy logic (CoRFL) is proposed to reduce broadcasting messages due to network failure detection, restore network connectivity and to increase the network lifetime. In CoRFL, we parametrize the selection of recovery team according to fuzzy logic rules. Extensive simulation experiments have been conducted. The simulation results demonstrate outstanding performance compared to traditional approaches in terms of reestablishing the connectivity and increasing the lifetime of WSANs.",

keywords = "Connectivity restoration, Fuzzy logic, Simultaneous multi failure, WSAN",

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booktitle = "Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015",

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Baroudi, U & Aldarwbi, M 2015, CoRFL: A Connectivity restoration mechanism using fuzzy logic in wireless actor and sensor networks. in L Atzori, X Jin, S Jarvis, L Liu, RA Calvo, J Hu, G Min, N Georgalas & Y Wu (eds), Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015., 7363261, Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015, Institute of Electrical and Electronics Engineers Inc., pp. 1449-1454. https://doi.org/10.1109/CIT/IUCC/DASC/PICOM.2015.217

CoRFL: A Connectivity restoration mechanism using fuzzy logic in wireless actor and sensor networks. / Baroudi, Uthman; Aldarwbi, Mohammed.
Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015. ed. / Luigi Atzori; Xiaolong Jin; Stephen Jarvis; Lei Liu; Ramon Aguero Calvo; Jia Hu; Geyong Min; Nektarios Georgalas; Yulei Wu. Institute of Electrical and Electronics Engineers Inc., 2015. p. 1449-1454 7363261 (Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015).

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

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AU - Aldarwbi, Mohammed

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N2 - Wireless sensor and actor networks (WSANs) deployed in a harsh environment may suffer simultaneous failures causing the network to be partitioned into disjointed parts. Connectivity restoration of these partitions is a vital issue for the reliability of the network mission. Most of the existing works in the literature mainly focus on restoring network connectivity take into account number of moving nodes, travelled distance, but not WSANs lifetime. In this paper, a distributed node-repositioning algorithm based on fuzzy logic (CoRFL) is proposed to reduce broadcasting messages due to network failure detection, restore network connectivity and to increase the network lifetime. In CoRFL, we parametrize the selection of recovery team according to fuzzy logic rules. Extensive simulation experiments have been conducted. The simulation results demonstrate outstanding performance compared to traditional approaches in terms of reestablishing the connectivity and increasing the lifetime of WSANs.

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T3 - Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015

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A2 - Atzori, Luigi

A2 - Jin, Xiaolong

A2 - Jarvis, Stephen

A2 - Liu, Lei

A2 - Calvo, Ramon Aguero

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A2 - Georgalas, Nektarios

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Baroudi U, Aldarwbi M. CoRFL: A Connectivity restoration mechanism using fuzzy logic in wireless actor and sensor networks. In Atzori L, Jin X, Jarvis S, Liu L, Calvo RA, Hu J, Min G, Georgalas N, Wu Y, editors, Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015. Institute of Electrical and Electronics Engineers Inc. 2015. p. 1449-1454. 7363261. (Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015). doi: 10.1109/CIT/IUCC/DASC/PICOM.2015.217

CoRFL: A Connectivity restoration mechanism using fuzzy logic in wireless actor and sensor networks

Abstract

Publication series

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this