{"title":"Simulated Annealing Approach for Clustering in Wireless Sensor Networks","authors":"Yamina Melouki, M. Omari","doi":"10.1109/ICMIT47780.2020.9047029","DOIUrl":null,"url":null,"abstract":"Wireless sensor networks are characterized by the low energy of its elements and thus efficient protocols are always needed for better optimization. Many protocols were proposed using a hierarchical structure of cluster heads to route data from regular sensors to the base station. In this paper, a modified version of MR-LEACH protocol is proposed based on simulated annealing meta-heuristics (SA). A comparison of SA with peer protocols such as HEED is presented. Simulation results show that SA holds farther in terms of first dead node and residual energy.","PeriodicalId":132958,"journal":{"name":"2020 2nd International Conference on Mathematics and Information Technology (ICMIT)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 2nd International Conference on Mathematics and Information Technology (ICMIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMIT47780.2020.9047029","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Wireless sensor networks are characterized by the low energy of its elements and thus efficient protocols are always needed for better optimization. Many protocols were proposed using a hierarchical structure of cluster heads to route data from regular sensors to the base station. In this paper, a modified version of MR-LEACH protocol is proposed based on simulated annealing meta-heuristics (SA). A comparison of SA with peer protocols such as HEED is presented. Simulation results show that SA holds farther in terms of first dead node and residual energy.
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