A balanced and energy-efficient clustering algorithm for heterogeneous wireless sensor networks

Jingjing Liu, Yanjun Hu
{"title":"A balanced and energy-efficient clustering algorithm for heterogeneous wireless sensor networks","authors":"Jingjing Liu, Yanjun Hu","doi":"10.1109/WCSP.2014.6992023","DOIUrl":null,"url":null,"abstract":"In Wireless Sensor networks clustering algorithm is an effective technology to save sensor nodes energy and extend network lifetime, but most of these algorithms are often designed for homogeneous sensor networks, which is not realistic and practical. In this paper, we propose an improved clustering protocol BEEC (Balanced and Energy-Efficient Clustering algorithm) for heterogeneous wireless sensor networks. In BEEC, it optimizes the threshold for selecting cluster heads and uses coverage radius to balance the distribution of cluster heads. It also introduces a novel approach to choose cluster head for cluster members so as to take fully advantage of energy heterogeneity. Simulation results show that this improved clustering algorithm can effectively prolong network lifetime and enlarge network throughput when compared with other existing clustering protocols in heterogeneous environments.","PeriodicalId":412971,"journal":{"name":"2014 Sixth International Conference on Wireless Communications and Signal Processing (WCSP)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 Sixth International Conference on Wireless Communications and Signal Processing (WCSP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WCSP.2014.6992023","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

Abstract

In Wireless Sensor networks clustering algorithm is an effective technology to save sensor nodes energy and extend network lifetime, but most of these algorithms are often designed for homogeneous sensor networks, which is not realistic and practical. In this paper, we propose an improved clustering protocol BEEC (Balanced and Energy-Efficient Clustering algorithm) for heterogeneous wireless sensor networks. In BEEC, it optimizes the threshold for selecting cluster heads and uses coverage radius to balance the distribution of cluster heads. It also introduces a novel approach to choose cluster head for cluster members so as to take fully advantage of energy heterogeneity. Simulation results show that this improved clustering algorithm can effectively prolong network lifetime and enlarge network throughput when compared with other existing clustering protocols in heterogeneous environments.
一种异构无线传感器网络的平衡节能聚类算法
在无线传感器网络中,聚类算法是节省传感器节点能量和延长网络寿命的有效技术,但这些算法大多是针对同质传感器网络设计的,不太现实和实用。本文提出了一种改进的异构无线传感器网络聚类协议BEEC (Balanced and efficient clustering algorithm)。在BEEC中,优化了簇头选择的阈值,并利用覆盖半径平衡簇头分布。提出了一种新的簇头选择方法,以充分利用簇内能量的非均质性。仿真结果表明,在异构环境下,与现有的聚类协议相比,改进的聚类算法可以有效地延长网络生存期,提高网络吞吐量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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