Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization
The focus of this study is the sensor coverage problem. It is a crucial issue in Wireless Sensor Networks (WSN), where a high coverage rate will ensure a high quality of service of the WSN. This paper proposes a new algorithm to optimize sensor coverage using Particle Swarm Optimization (PSO). PSO i...
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| Format: | Book Section |
| Language: | English |
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IEEE Xplore
2007
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| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/3216/ http://shdl.mmu.edu.my/3216/1/Particle%20Swarm%20Optimization%20and%20Voronoi%20diagram%20for%20Wireless%20Sensor%20Networks%20coverage%20optimization.pdf |
| _version_ | 1848790266389987328 |
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| author | Ab Aziz, Nor Azlina Mohemmed, Ammar W. Sagar, B. S. Daya |
| author_facet | Ab Aziz, Nor Azlina Mohemmed, Ammar W. Sagar, B. S. Daya |
| author_sort | Ab Aziz, Nor Azlina |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | The focus of this study is the sensor coverage problem. It is a crucial issue in Wireless Sensor Networks (WSN), where a high coverage rate will ensure a high quality of service of the WSN. This paper proposes a new algorithm to optimize sensor coverage using Particle Swarm Optimization (PSO). PSO is chosen to find the optimal position of the sensors that gives the best coverage and Voronoi diagram is used to evaluate the fitness of the solution. |
| first_indexed | 2025-11-14T18:09:53Z |
| format | Book Section |
| id | mmu-3216 |
| institution | Multimedia University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:09:53Z |
| publishDate | 2007 |
| publisher | IEEE Xplore |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-32162021-08-19T06:12:41Z http://shdl.mmu.edu.my/3216/ Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization Ab Aziz, Nor Azlina Mohemmed, Ammar W. Sagar, B. S. Daya T Technology (General) QA75.5-76.95 Electronic computers. Computer science The focus of this study is the sensor coverage problem. It is a crucial issue in Wireless Sensor Networks (WSN), where a high coverage rate will ensure a high quality of service of the WSN. This paper proposes a new algorithm to optimize sensor coverage using Particle Swarm Optimization (PSO). PSO is chosen to find the optimal position of the sensors that gives the best coverage and Voronoi diagram is used to evaluate the fitness of the solution. IEEE Xplore 2007-11 Book Section NonPeerReviewed text en http://shdl.mmu.edu.my/3216/1/Particle%20Swarm%20Optimization%20and%20Voronoi%20diagram%20for%20Wireless%20Sensor%20Networks%20coverage%20optimization.pdf Ab Aziz, Nor Azlina and Mohemmed, Ammar W. and Sagar, B. S. Daya (2007) Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization. In: International Conference on Intelligent and Advanced Systems, 2007. ICIAS 2007. IEEE Xplore, pp. 961-965. ISBN 978-1-4244-1355-3 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4658528 10.1109/ICIAS.2007.4658528 10.1109/ICIAS.2007.4658528 10.1109/ICIAS.2007.4658528 |
| spellingShingle | T Technology (General) QA75.5-76.95 Electronic computers. Computer science Ab Aziz, Nor Azlina Mohemmed, Ammar W. Sagar, B. S. Daya Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization |
| title | Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization |
| title_full | Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization |
| title_fullStr | Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization |
| title_full_unstemmed | Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization |
| title_short | Particle swarm optimization and Voronoi Diagram for wireless sensor networks coverage optimization |
| title_sort | particle swarm optimization and voronoi diagram for wireless sensor networks coverage optimization |
| topic | T Technology (General) QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/3216/ http://shdl.mmu.edu.my/3216/ http://shdl.mmu.edu.my/3216/ http://shdl.mmu.edu.my/3216/1/Particle%20Swarm%20Optimization%20and%20Voronoi%20diagram%20for%20Wireless%20Sensor%20Networks%20coverage%20optimization.pdf |