Developing multi-tier network design for effective energy consumption of cluster head selection in WSN / Wan Isni Sofiah Wan Din … [et al.]

Clustering in Wireless Sensor Network (WSN) is one of the methods to minimize the energy usage of sensor network. The design of sensor network itself can prolong the lifetime of network. Cluster head in each cluster is an important part in clustering to ensure the lifetime of each sensor node can be...

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Main Authors:	Wan Din, Wan Isni Sofiah, Yahya, Saadiah, Taib, Mohd Nasir, Mohd Yassin, Ahmad Ihsan, Razali, Razulaimi
Format:	Article
Language:	English
Published:	Penerbit UiTM (UiTM Press) 2016
Subjects:	Power resources Energy consumption Computer networks. General works. Traffic monitoring
Online Access:	http://ir.uitm.edu.my/id/eprint/16136/ http://ir.uitm.edu.my/id/eprint/16136/1/AJ_WAN%20ISNI%20WAN%20DIN%20SRJ%2016.pdf

id	uitm-16136
recordtype	eprints
spelling	uitm-161362017-02-17T02:44:06Z http://ir.uitm.edu.my/id/eprint/16136/ Developing multi-tier network design for effective energy consumption of cluster head selection in WSN / Wan Isni Sofiah Wan Din … [et al.] Wan Din, Wan Isni Sofiah Yahya, Saadiah Taib, Mohd Nasir Mohd Yassin, Ahmad Ihsan Razali, Razulaimi Power resources Energy consumption Computer networks. General works. Traffic monitoring Clustering in Wireless Sensor Network (WSN) is one of the methods to minimize the energy usage of sensor network. The design of sensor network itself can prolong the lifetime of network. Cluster head in each cluster is an important part in clustering to ensure the lifetime of each sensor node can be preserved as it acts as an intermediary node between the other sensors. Sensor nodes have the limitation of its battery where the battery is impossible to be replaced once it has been deployed. Thus, this paper presents an improvement of clustering algorithm for two-tier network as we named it as Multi-Tier Algorithm (MAP). For the cluster head selection, fuzzy logic approach has been used which it can minimize the energy usage of sensor nodes hence maximize the network lifetime. MAP clustering approach used in this paper covers the average of 100Mx100M network and involves three parameters that worked together in order to select the cluster head which are residual energy, communication cost and centrality. It is concluded that, MAP dominant the lifetime of WSN compared to LEACH and SEP protocols. For the future work, the stability of this algorithm can be verified in detailed via different data and energy. Penerbit UiTM (UiTM Press) 2016 Article PeerReviewed text en http://ir.uitm.edu.my/id/eprint/16136/1/AJ_WAN%20ISNI%20WAN%20DIN%20SRJ%2016.pdf Wan Din, Wan Isni Sofiah and Yahya, Saadiah and Taib, Mohd Nasir and Mohd Yassin, Ahmad Ihsan and Razali, Razulaimi (2016) Developing multi-tier network design for effective energy consumption of cluster head selection in WSN / Wan Isni Sofiah Wan Din … [et al.]. Scientific Research Journal, 13 (1). pp. 116-130. ISSN 1675-7009
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknologi MARA
building	UiTM Institutional Repository
collection	Online Access
language	English
topic	Power resources Energy consumption Computer networks. General works. Traffic monitoring
spellingShingle	Power resources Energy consumption Computer networks. General works. Traffic monitoring Wan Din, Wan Isni Sofiah Yahya, Saadiah Taib, Mohd Nasir Mohd Yassin, Ahmad Ihsan Razali, Razulaimi Developing multi-tier network design for effective energy consumption of cluster head selection in WSN / Wan Isni Sofiah Wan Din … [et al.]
description	Clustering in Wireless Sensor Network (WSN) is one of the methods to minimize the energy usage of sensor network. The design of sensor network itself can prolong the lifetime of network. Cluster head in each cluster is an important part in clustering to ensure the lifetime of each sensor node can be preserved as it acts as an intermediary node between the other sensors. Sensor nodes have the limitation of its battery where the battery is impossible to be replaced once it has been deployed. Thus, this paper presents an improvement of clustering algorithm for two-tier network as we named it as Multi-Tier Algorithm (MAP). For the cluster head selection, fuzzy logic approach has been used which it can minimize the energy usage of sensor nodes hence maximize the network lifetime. MAP clustering approach used in this paper covers the average of 100Mx100M network and involves three parameters that worked together in order to select the cluster head which are residual energy, communication cost and centrality. It is concluded that, MAP dominant the lifetime of WSN compared to LEACH and SEP protocols. For the future work, the stability of this algorithm can be verified in detailed via different data and energy.
format	Article
author	Wan Din, Wan Isni Sofiah Yahya, Saadiah Taib, Mohd Nasir Mohd Yassin, Ahmad Ihsan Razali, Razulaimi
author_facet	Wan Din, Wan Isni Sofiah Yahya, Saadiah Taib, Mohd Nasir Mohd Yassin, Ahmad Ihsan Razali, Razulaimi
author_sort	Wan Din, Wan Isni Sofiah
title	Developing multi-tier network design for effective energy consumption of cluster head selection in WSN / Wan Isni Sofiah Wan Din … [et al.]
title_short	Developing multi-tier network design for effective energy consumption of cluster head selection in WSN / Wan Isni Sofiah Wan Din … [et al.]
title_full	Developing multi-tier network design for effective energy consumption of cluster head selection in WSN / Wan Isni Sofiah Wan Din … [et al.]
title_fullStr	Developing multi-tier network design for effective energy consumption of cluster head selection in WSN / Wan Isni Sofiah Wan Din … [et al.]
title_full_unstemmed	Developing multi-tier network design for effective energy consumption of cluster head selection in WSN / Wan Isni Sofiah Wan Din … [et al.]
title_sort	developing multi-tier network design for effective energy consumption of cluster head selection in wsn / wan isni sofiah wan din … [et al.]
publisher	Penerbit UiTM (UiTM Press)
publishDate	2016
url	http://ir.uitm.edu.my/id/eprint/16136/ http://ir.uitm.edu.my/id/eprint/16136/1/AJ_WAN%20ISNI%20WAN%20DIN%20SRJ%2016.pdf
first_indexed	2023-09-18T22:55:24Z
last_indexed	2023-09-18T22:55:24Z
_version_	1777417819756953600

Developing multi-tier network design for effective energy consumption of cluster head selection in WSN / Wan Isni Sofiah Wan Din … [et al.]

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