Cluster Selection Technique with Fuzzy Logic-based Wireless Sensor Network to increase the lifetime of networks
This paper is proposed to solve the key problem of network lifetime in wireless sensor networks (WSNs) based upon a hierarchical topology. The hierarchical topology combined low-energy adaptive clustering hierarchy (LEACH) with the popular cluster technique and fuzzy logic for cluster selection. To...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2022
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| Online Access: | https://repository.ugm.ac.id/283369/1/Cluster_Selection_Technique_with_Fuzzy_Logic-based_Wireless_Sensor_Network_to_increase_the_lifetime_of_networks.pdf |
| _version_ | 1826050634408787968 |
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| author | Phommasan, Sounthone Widyawan, Widyawan Mustika, I Wayan |
| author_facet | Phommasan, Sounthone Widyawan, Widyawan Mustika, I Wayan |
| author_sort | Phommasan, Sounthone |
| collection | UGM |
| description | This paper is proposed to solve the key problem of network lifetime in wireless sensor networks (WSNs) based upon a hierarchical topology. The hierarchical topology combined low-energy adaptive clustering hierarchy (LEACH) with the popular cluster technique and fuzzy logic for cluster selection. To have a suitable cluster, the node that became a cluster should consider the distance to the base station and remaining energy. The clusters were connected to the base station (a sink) for data reception and transmission. This paper proposes fuzzy logic for cluster selection (FLCE) with an aim to increase the network lifetime of wireless sensor networks. The experimental results of the proposed scheme showed that the FLCE technique increased network lifetime by about 77.5% as compared to low-energy adaptive clustering hierarchy (LEACH). |
| first_indexed | 2024-03-14T00:07:41Z |
| format | Conference or Workshop Item |
| id | oai:generic.eprints.org:283369 |
| institution | Universiti Gadjah Mada |
| language | English |
| last_indexed | 2024-03-14T00:07:41Z |
| publishDate | 2022 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:2833692023-11-20T07:46:26Z https://repository.ugm.ac.id/283369/ Cluster Selection Technique with Fuzzy Logic-based Wireless Sensor Network to increase the lifetime of networks Phommasan, Sounthone Widyawan, Widyawan Mustika, I Wayan Engineering This paper is proposed to solve the key problem of network lifetime in wireless sensor networks (WSNs) based upon a hierarchical topology. The hierarchical topology combined low-energy adaptive clustering hierarchy (LEACH) with the popular cluster technique and fuzzy logic for cluster selection. To have a suitable cluster, the node that became a cluster should consider the distance to the base station and remaining energy. The clusters were connected to the base station (a sink) for data reception and transmission. This paper proposes fuzzy logic for cluster selection (FLCE) with an aim to increase the network lifetime of wireless sensor networks. The experimental results of the proposed scheme showed that the FLCE technique increased network lifetime by about 77.5% as compared to low-energy adaptive clustering hierarchy (LEACH). 2022 Conference or Workshop Item PeerReviewed application/pdf en https://repository.ugm.ac.id/283369/1/Cluster_Selection_Technique_with_Fuzzy_Logic-based_Wireless_Sensor_Network_to_increase_the_lifetime_of_networks.pdf Phommasan, Sounthone and Widyawan, Widyawan and Mustika, I Wayan (2022) Cluster Selection Technique with Fuzzy Logic-based Wireless Sensor Network to increase the lifetime of networks. In: 5th International Seminar on Research of Information Technology and Intelligent Systems, ISRITI 2022, 8-9 December 2022, Virtual, Online. https://ieeexplore.ieee.org/document/10052871 |
| spellingShingle | Engineering Phommasan, Sounthone Widyawan, Widyawan Mustika, I Wayan Cluster Selection Technique with Fuzzy Logic-based Wireless Sensor Network to increase the lifetime of networks |
| title | Cluster Selection Technique with Fuzzy Logic-based Wireless Sensor Network to increase the lifetime of networks |
| title_full | Cluster Selection Technique with Fuzzy Logic-based Wireless Sensor Network to increase the lifetime of networks |
| title_fullStr | Cluster Selection Technique with Fuzzy Logic-based Wireless Sensor Network to increase the lifetime of networks |
| title_full_unstemmed | Cluster Selection Technique with Fuzzy Logic-based Wireless Sensor Network to increase the lifetime of networks |
| title_short | Cluster Selection Technique with Fuzzy Logic-based Wireless Sensor Network to increase the lifetime of networks |
| title_sort | cluster selection technique with fuzzy logic based wireless sensor network to increase the lifetime of networks |
| topic | Engineering |
| url | https://repository.ugm.ac.id/283369/1/Cluster_Selection_Technique_with_Fuzzy_Logic-based_Wireless_Sensor_Network_to_increase_the_lifetime_of_networks.pdf |
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