基于MOEA/P算法的无线传感器网络节点部署

Li Lv, Funan Peng, Weiru Chen, Jun Wang
{"title":"基于MOEA/P算法的无线传感器网络节点部署","authors":"Li Lv, Funan Peng, Weiru Chen, Jun Wang","doi":"10.1109/ICCSN52437.2021.9463630","DOIUrl":null,"url":null,"abstract":"Node deployment is one of the most important research directions of WSN, and it is the precondition that wireless sensor network can realize the predetermined function. Reasonable node deployment strategy can optimize the topology of the network, improve the overall energy efficiency of the network, improve the service quality of the network, and also a prerequisite for a long life cycle. The research of sensor network node deployment technology has extremely important theoretical and practical value. Wireless sensor node deployment is defined as the multi-objective optimization problem, which can ensure the maximum network connectivity, maximize network coverage, minimize the total network energy consumption, minimize network cost and maximize the network life cycle. This paper focuses on the deployment of sensor nodes in two-dimensional planar area. Based on the multi-objective optimization MOEA/P algorithm, the node deployment scheme is realized, which can maximize coverage area and minimize cost. The experiment shows that the algorithm can effectively solve the multi-objective optimization problem in wireless sensor network deployment.","PeriodicalId":263568,"journal":{"name":"2021 13th International Conference on Communication Software and Networks (ICCSN)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Node Deployment of Wireless Sensor Networks Based on MOEA/P Algorithm\",\"authors\":\"Li Lv, Funan Peng, Weiru Chen, Jun Wang\",\"doi\":\"10.1109/ICCSN52437.2021.9463630\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Node deployment is one of the most important research directions of WSN, and it is the precondition that wireless sensor network can realize the predetermined function. Reasonable node deployment strategy can optimize the topology of the network, improve the overall energy efficiency of the network, improve the service quality of the network, and also a prerequisite for a long life cycle. The research of sensor network node deployment technology has extremely important theoretical and practical value. Wireless sensor node deployment is defined as the multi-objective optimization problem, which can ensure the maximum network connectivity, maximize network coverage, minimize the total network energy consumption, minimize network cost and maximize the network life cycle. This paper focuses on the deployment of sensor nodes in two-dimensional planar area. Based on the multi-objective optimization MOEA/P algorithm, the node deployment scheme is realized, which can maximize coverage area and minimize cost. The experiment shows that the algorithm can effectively solve the multi-objective optimization problem in wireless sensor network deployment.\",\"PeriodicalId\":263568,\"journal\":{\"name\":\"2021 13th International Conference on Communication Software and Networks (ICCSN)\",\"volume\":\"24 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 13th International Conference on Communication Software and Networks (ICCSN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCSN52437.2021.9463630\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 13th International Conference on Communication Software and Networks (ICCSN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCSN52437.2021.9463630","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

节点部署是无线传感器网络的重要研究方向之一,是无线传感器网络实现预定功能的前提。合理的节点部署策略可以优化网络的拓扑结构,提高网络的整体能效,提高网络的服务质量,也是实现长生命周期的前提。传感器网络节点部署技术的研究具有极其重要的理论和实用价值。无线传感器节点部署被定义为多目标优化问题,可以保证最大的网络连通性、最大的网络覆盖率、最小的网络总能耗、最小的网络成本和最大的网络生命周期。本文主要研究传感器节点在二维平面区域的部署。基于多目标优化MOEA/P算法,实现了覆盖面积最大化、成本最小化的节点部署方案。实验表明,该算法能有效解决无线传感器网络部署中的多目标优化问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Node Deployment of Wireless Sensor Networks Based on MOEA/P Algorithm
Node deployment is one of the most important research directions of WSN, and it is the precondition that wireless sensor network can realize the predetermined function. Reasonable node deployment strategy can optimize the topology of the network, improve the overall energy efficiency of the network, improve the service quality of the network, and also a prerequisite for a long life cycle. The research of sensor network node deployment technology has extremely important theoretical and practical value. Wireless sensor node deployment is defined as the multi-objective optimization problem, which can ensure the maximum network connectivity, maximize network coverage, minimize the total network energy consumption, minimize network cost and maximize the network life cycle. This paper focuses on the deployment of sensor nodes in two-dimensional planar area. Based on the multi-objective optimization MOEA/P algorithm, the node deployment scheme is realized, which can maximize coverage area and minimize cost. The experiment shows that the algorithm can effectively solve the multi-objective optimization problem in wireless sensor network deployment.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信