Survey of Clustering Techniques in Internet of Things Architecture

Veronica Windha Mahyastuty, H. Hendrawan, I. Iskandar, M. S. Arifianto
{"title":"Survey of Clustering Techniques in Internet of Things Architecture","authors":"Veronica Windha Mahyastuty, H. Hendrawan, I. Iskandar, M. S. Arifianto","doi":"10.1109/TSSA51342.2020.9310807","DOIUrl":null,"url":null,"abstract":"Today, the Internet of Things (IoT) application have developed rapidly, such as smart home, smart city, smart greenhouse, smart retail, industrial automation, intelligent transportation, etc. These applications use sensor to transmit measurement information result and control instruction over a wireless sensor network. WSN is an intelligent network application system that collects, integrates and transmits data autonomously. The main obstacle in using WSN is the limited power of each sensor. Thus energy inefficiency in all sensor protocol layers needs to be suppressed. One solution to overcome this problem is to use clustering techniques. This paper discusses the results of a survey of clustering techniques in IoT. From this survey, it can be seen that alternative clustering techniques can be used in IoT.","PeriodicalId":166316,"journal":{"name":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","volume":"85 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 14th International Conference on Telecommunication Systems, Services, and Applications (TSSA","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TSSA51342.2020.9310807","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Today, the Internet of Things (IoT) application have developed rapidly, such as smart home, smart city, smart greenhouse, smart retail, industrial automation, intelligent transportation, etc. These applications use sensor to transmit measurement information result and control instruction over a wireless sensor network. WSN is an intelligent network application system that collects, integrates and transmits data autonomously. The main obstacle in using WSN is the limited power of each sensor. Thus energy inefficiency in all sensor protocol layers needs to be suppressed. One solution to overcome this problem is to use clustering techniques. This paper discusses the results of a survey of clustering techniques in IoT. From this survey, it can be seen that alternative clustering techniques can be used in IoT.
物联网架构中的聚类技术综述
如今,物联网(IoT)的应用发展迅速,如智能家居、智慧城市、智能温室、智能零售、工业自动化、智能交通等。这些应用使用传感器在无线传感器网络上传输测量信息、结果和控制指令。WSN是一种能够自主采集、集成和传输数据的智能网络应用系统。使用无线传感器网络的主要障碍是每个传感器的功率有限。因此,需要抑制所有传感器协议层中的能量低效率。克服这个问题的一个解决方案是使用集群技术。本文讨论了物联网中聚类技术的调查结果。从这项调查中可以看出,在物联网中可以使用替代的集群技术。
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