An Enhanced PSO-Based Clustering Energy Optimization Algorithm for Wireless Sensor Network
Wireless Sensor Network (WSN) is a network which formed with a maximum number of sensor nodes which are positioned in an application environment to monitor the physical entities in a target area, for example, temperature monitoring environment, water level, monitoring pressure, and health care, and...
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| Format: | Article |
| Language: | English |
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Wiley
2016-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2016/8658760 |
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| author | C. Vimalarani R. Subramanian S. N. Sivanandam |
| author_facet | C. Vimalarani R. Subramanian S. N. Sivanandam |
| author_sort | C. Vimalarani |
| collection | DOAJ |
| description | Wireless Sensor Network (WSN) is a network which formed with a maximum number of sensor nodes which are positioned in an application environment to monitor the physical entities in a target area, for example, temperature monitoring environment, water level, monitoring pressure, and health care, and various military applications. Mostly sensor nodes are equipped with self-supported battery power through which they can perform adequate operations and communication among neighboring nodes. Maximizing the lifetime of the Wireless Sensor networks, energy conservation measures are essential for improving the performance of WSNs. This paper proposes an Enhanced PSO-Based Clustering Energy Optimization (EPSO-CEO) algorithm for Wireless Sensor Network in which clustering and clustering head selection are done by using Particle Swarm Optimization (PSO) algorithm with respect to minimizing the power consumption in WSN. The performance metrics are evaluated and results are compared with competitive clustering algorithm to validate the reduction in energy consumption. |
| format | Article |
| id | doaj-art-2cd74a159eb042eda13aa5f7fc8d0ea5 |
| institution | OA Journals |
| issn | 2356-6140 1537-744X |
| language | English |
| publishDate | 2016-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-2cd74a159eb042eda13aa5f7fc8d0ea52025-08-20T02:38:52ZengWileyThe Scientific World Journal2356-61401537-744X2016-01-01201610.1155/2016/86587608658760An Enhanced PSO-Based Clustering Energy Optimization Algorithm for Wireless Sensor NetworkC. Vimalarani0R. Subramanian1S. N. Sivanandam2Department of Computer Science and Engineering, SNS College of Technology, Coimbatore 641 035, IndiaDepartment of Electrical and Electronics Engineering, SNS College of Technology, Coimbatore 641 035, IndiaDepartment of Computer Science and Engineering, Karpagam College of Engineering, Coimbatore 641 032, IndiaWireless Sensor Network (WSN) is a network which formed with a maximum number of sensor nodes which are positioned in an application environment to monitor the physical entities in a target area, for example, temperature monitoring environment, water level, monitoring pressure, and health care, and various military applications. Mostly sensor nodes are equipped with self-supported battery power through which they can perform adequate operations and communication among neighboring nodes. Maximizing the lifetime of the Wireless Sensor networks, energy conservation measures are essential for improving the performance of WSNs. This paper proposes an Enhanced PSO-Based Clustering Energy Optimization (EPSO-CEO) algorithm for Wireless Sensor Network in which clustering and clustering head selection are done by using Particle Swarm Optimization (PSO) algorithm with respect to minimizing the power consumption in WSN. The performance metrics are evaluated and results are compared with competitive clustering algorithm to validate the reduction in energy consumption.http://dx.doi.org/10.1155/2016/8658760 |
| spellingShingle | C. Vimalarani R. Subramanian S. N. Sivanandam An Enhanced PSO-Based Clustering Energy Optimization Algorithm for Wireless Sensor Network The Scientific World Journal |
| title | An Enhanced PSO-Based Clustering Energy Optimization Algorithm for Wireless Sensor Network |
| title_full | An Enhanced PSO-Based Clustering Energy Optimization Algorithm for Wireless Sensor Network |
| title_fullStr | An Enhanced PSO-Based Clustering Energy Optimization Algorithm for Wireless Sensor Network |
| title_full_unstemmed | An Enhanced PSO-Based Clustering Energy Optimization Algorithm for Wireless Sensor Network |
| title_short | An Enhanced PSO-Based Clustering Energy Optimization Algorithm for Wireless Sensor Network |
| title_sort | enhanced pso based clustering energy optimization algorithm for wireless sensor network |
| url | http://dx.doi.org/10.1155/2016/8658760 |
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