基于进化博弈的无线传感器节能算法研究

Weibo Zhao, Yongwen Du, Shuai Li, Ji Ma
{"title":"基于进化博弈的无线传感器节能算法研究","authors":"Weibo Zhao, Yongwen Du, Shuai Li, Ji Ma","doi":"10.1109/ICCECE58074.2023.10135346","DOIUrl":null,"url":null,"abstract":"Aiming at the problem of excessive load and uneven energy consumption in the wireless sensor network, establishing a game model of cluster node cooperation data based on the theory of evolutionary game, and also proposed a wireless sensor network optimal route based on the evolutionary game algorithm. The income function of cluster-head evolutionary game is designed by integrating the energy of nodes and energy consumption of forwarding data and consider the impact of the selfish node on the network performance of the wireless sensor, thereby forming a stable and efficient routing forwarding structure. The simulation experiment shows that the algorithm balances the node load, effectively improves the problem of imbalance in energy in the network, reduces the packet loss rate, and extends the survival time of the network.","PeriodicalId":120030,"journal":{"name":"2023 3rd International Conference on Consumer Electronics and Computer Engineering (ICCECE)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on Energy -saving algorithm based on wireless sensors based on evolution games\",\"authors\":\"Weibo Zhao, Yongwen Du, Shuai Li, Ji Ma\",\"doi\":\"10.1109/ICCECE58074.2023.10135346\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Aiming at the problem of excessive load and uneven energy consumption in the wireless sensor network, establishing a game model of cluster node cooperation data based on the theory of evolutionary game, and also proposed a wireless sensor network optimal route based on the evolutionary game algorithm. The income function of cluster-head evolutionary game is designed by integrating the energy of nodes and energy consumption of forwarding data and consider the impact of the selfish node on the network performance of the wireless sensor, thereby forming a stable and efficient routing forwarding structure. The simulation experiment shows that the algorithm balances the node load, effectively improves the problem of imbalance in energy in the network, reduces the packet loss rate, and extends the survival time of the network.\",\"PeriodicalId\":120030,\"journal\":{\"name\":\"2023 3rd International Conference on Consumer Electronics and Computer Engineering (ICCECE)\",\"volume\":\"110 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 3rd International Conference on Consumer Electronics and Computer Engineering (ICCECE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCECE58074.2023.10135346\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 3rd International Conference on Consumer Electronics and Computer Engineering (ICCECE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCECE58074.2023.10135346","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

针对无线传感器网络中负载过大、能耗不均的问题,基于进化博弈理论建立了集群节点协作数据的博弈模型,并提出了一种基于进化博弈算法的无线传感器网络优化路径。通过综合节点的能量和转发数据的能量消耗来设计簇头进化博弈的收益函数,并考虑自利节点对无线传感器网络性能的影响,从而形成稳定高效的路由转发结构。仿真实验表明,该算法均衡了节点负载,有效改善了网络中能量不平衡的问题,降低了丢包率,延长了网络的生存时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Energy -saving algorithm based on wireless sensors based on evolution games
Aiming at the problem of excessive load and uneven energy consumption in the wireless sensor network, establishing a game model of cluster node cooperation data based on the theory of evolutionary game, and also proposed a wireless sensor network optimal route based on the evolutionary game algorithm. The income function of cluster-head evolutionary game is designed by integrating the energy of nodes and energy consumption of forwarding data and consider the impact of the selfish node on the network performance of the wireless sensor, thereby forming a stable and efficient routing forwarding structure. The simulation experiment shows that the algorithm balances the node load, effectively improves the problem of imbalance in energy in the network, reduces the packet loss rate, and extends the survival time of the network.
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:481959085
Book学术官方微信