CAPNet: An Enhanced Load Balancing Clustering Algorithm for Prolonging Network Lifetime in WSNs
A wireless sensor network consisting of resources, size, and cost-limited sensors is used in many military and civil applications. This paper proposes an energy-efficient clustering algorithm that extends the lifetime of sensor networks. The proposed clustering algorithm is an extended hierarchical...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-02-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2014/234394 |
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| _version_ | 1832553283418324992 |
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| author | Mucheol Kim Sunhong Kim Jiwan Seo Kiseok Choi Sangyong Han |
| author_facet | Mucheol Kim Sunhong Kim Jiwan Seo Kiseok Choi Sangyong Han |
| author_sort | Mucheol Kim |
| collection | DOAJ |
| description | A wireless sensor network consisting of resources, size, and cost-limited sensors is used in many military and civil applications. This paper proposes an energy-efficient clustering algorithm that extends the lifetime of sensor networks. The proposed clustering algorithm is an extended hierarchical clustering protocol that minimizes the overall amount of consumed energy in the network. The proposed approach dynamically updates clusters and distributes the load on the heavily loaded cluster heads among different nodes. It also balances the remaining energy on nodes in the network, which leads to prolonged network lifetime. The performance is evaluated in terms of network lifetime, average energy consumption, and standard deviation of residual energy. |
| format | Article |
| id | doaj-art-ab669f5df9674535823daceb3dfebde9 |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2014-02-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-ab669f5df9674535823daceb3dfebde92025-02-03T05:54:31ZengWileyInternational Journal of Distributed Sensor Networks1550-14772014-02-011010.1155/2014/234394234394CAPNet: An Enhanced Load Balancing Clustering Algorithm for Prolonging Network Lifetime in WSNsMucheol Kim0Sunhong Kim1Jiwan Seo2Kiseok Choi3Sangyong Han4 NTIS Center, Korea Institute of Science and Technology Information, Daejeon 305-806, Republic of Korea School of Computer Science and Engineering, Chung-Ang University, 221 Heukseok-Dong, Dongjak-Gu, Seoul 156-756, Republic of Korea School of Computer Science and Engineering, Chung-Ang University, 221 Heukseok-Dong, Dongjak-Gu, Seoul 156-756, Republic of Korea NTIS Center, Korea Institute of Science and Technology Information, Daejeon 305-806, Republic of Korea School of Computer Science and Engineering, Chung-Ang University, 221 Heukseok-Dong, Dongjak-Gu, Seoul 156-756, Republic of KoreaA wireless sensor network consisting of resources, size, and cost-limited sensors is used in many military and civil applications. This paper proposes an energy-efficient clustering algorithm that extends the lifetime of sensor networks. The proposed clustering algorithm is an extended hierarchical clustering protocol that minimizes the overall amount of consumed energy in the network. The proposed approach dynamically updates clusters and distributes the load on the heavily loaded cluster heads among different nodes. It also balances the remaining energy on nodes in the network, which leads to prolonged network lifetime. The performance is evaluated in terms of network lifetime, average energy consumption, and standard deviation of residual energy.https://doi.org/10.1155/2014/234394 |
| spellingShingle | Mucheol Kim Sunhong Kim Jiwan Seo Kiseok Choi Sangyong Han CAPNet: An Enhanced Load Balancing Clustering Algorithm for Prolonging Network Lifetime in WSNs International Journal of Distributed Sensor Networks |
| title | CAPNet: An Enhanced Load Balancing Clustering Algorithm for Prolonging Network Lifetime in WSNs |
| title_full | CAPNet: An Enhanced Load Balancing Clustering Algorithm for Prolonging Network Lifetime in WSNs |
| title_fullStr | CAPNet: An Enhanced Load Balancing Clustering Algorithm for Prolonging Network Lifetime in WSNs |
| title_full_unstemmed | CAPNet: An Enhanced Load Balancing Clustering Algorithm for Prolonging Network Lifetime in WSNs |
| title_short | CAPNet: An Enhanced Load Balancing Clustering Algorithm for Prolonging Network Lifetime in WSNs |
| title_sort | capnet an enhanced load balancing clustering algorithm for prolonging network lifetime in wsns |
| url | https://doi.org/10.1155/2014/234394 |
| work_keys_str_mv | AT mucheolkim capnetanenhancedloadbalancingclusteringalgorithmforprolongingnetworklifetimeinwsns AT sunhongkim capnetanenhancedloadbalancingclusteringalgorithmforprolongingnetworklifetimeinwsns AT jiwanseo capnetanenhancedloadbalancingclusteringalgorithmforprolongingnetworklifetimeinwsns AT kiseokchoi capnetanenhancedloadbalancingclusteringalgorithmforprolongingnetworklifetimeinwsns AT sangyonghan capnetanenhancedloadbalancingclusteringalgorithmforprolongingnetworklifetimeinwsns |