wireless sensor network clustering based on label propagation algorithm
Wireless sensor network is a growing technology. In wireless sensor networks, performance is usually affected by energy constraints. In this paper, a method is proposed based on the label propagation algorithm for this limitation. At first, the sensors are composed of a graph In the next stage weig...
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| Format: | Article |
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University of Qom
2023-03-01
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| Series: | مدیریت مهندسی و رایانش نرم |
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| Online Access: | https://jemsc.qom.ac.ir/article_1390_c92c9e4438963255996430365d940cd8.pdf |
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| _version_ | 1832577592140496896 |
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| author | Monireh Sadat Younespour Morteza Romoozi |
| author_facet | Monireh Sadat Younespour Morteza Romoozi |
| author_sort | Monireh Sadat Younespour |
| collection | DOAJ |
| description | Wireless sensor network is a growing technology. In wireless sensor networks, performance is usually affected by energy constraints. In this paper, a method is proposed based on the label propagation algorithm for this limitation. At first, the sensors are composed of a graph In the next stage weighing the edges of this graph is based on four similarity measure Then for each node, the centrality and the initial label are obtained And finally, by updating the lebel,nodes with the same label are placed in a cluster The results of the proposed method have been compared with the number of live nodes and the mean energy of live nodes measures by the leach method The results indicate that in the proposed method of positioning the sensors and setting the threshold value for the formation of the graph from the sensors are only fundamental variables And the comparison shows that the proposed method is superior to the leach method |
| format | Article |
| id | doaj-art-dcdd933fd3514c0ca26e060044db789c |
| institution | Kabale University |
| issn | 2538-6239 2538-2675 |
| language | fas |
| publishDate | 2023-03-01 |
| publisher | University of Qom |
| record_format | Article |
| series | مدیریت مهندسی و رایانش نرم |
| spelling | doaj-art-dcdd933fd3514c0ca26e060044db789c2025-01-30T20:18:25ZfasUniversity of Qomمدیریت مهندسی و رایانش نرم2538-62392538-26752023-03-018216291390wireless sensor network clustering based on label propagation algorithmMonireh Sadat Younespour0Morteza Romoozi1Student in software engineering, Kashan branch, Islamic Azad university, Kashan, Iran. Email: mys.16560@gmail.comAssistant Prof. faculty of computer and electrical engineering, Kashan branch, Islamic Azad university, Kashan, Iran. Email: mromoozi@gmail.comWireless sensor network is a growing technology. In wireless sensor networks, performance is usually affected by energy constraints. In this paper, a method is proposed based on the label propagation algorithm for this limitation. At first, the sensors are composed of a graph In the next stage weighing the edges of this graph is based on four similarity measure Then for each node, the centrality and the initial label are obtained And finally, by updating the lebel,nodes with the same label are placed in a cluster The results of the proposed method have been compared with the number of live nodes and the mean energy of live nodes measures by the leach method The results indicate that in the proposed method of positioning the sensors and setting the threshold value for the formation of the graph from the sensors are only fundamental variables And the comparison shows that the proposed method is superior to the leach methodhttps://jemsc.qom.ac.ir/article_1390_c92c9e4438963255996430365d940cd8.pdfwireless sensor networkclusteringlabel propagation |
| spellingShingle | Monireh Sadat Younespour Morteza Romoozi wireless sensor network clustering based on label propagation algorithm مدیریت مهندسی و رایانش نرم wireless sensor network clustering label propagation |
| title | wireless sensor network clustering based on label propagation algorithm |
| title_full | wireless sensor network clustering based on label propagation algorithm |
| title_fullStr | wireless sensor network clustering based on label propagation algorithm |
| title_full_unstemmed | wireless sensor network clustering based on label propagation algorithm |
| title_short | wireless sensor network clustering based on label propagation algorithm |
| title_sort | wireless sensor network clustering based on label propagation algorithm |
| topic | wireless sensor network clustering label propagation |
| url | https://jemsc.qom.ac.ir/article_1390_c92c9e4438963255996430365d940cd8.pdf |
| work_keys_str_mv | AT monirehsadatyounespour wirelesssensornetworkclusteringbasedonlabelpropagationalgorithm AT mortezaromoozi wirelesssensornetworkclusteringbasedonlabelpropagationalgorithm |