Data transmission path planning method for wireless sensor network in grounding grid area based on MM-DPS hybrid algorithm

IF 1.5 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IET Communications Pub Date : 2024-02-06 DOI:10.1049/cmu2.12729
Xianghui Xiao, Longsheng Huang, Zhenshan Zhang, Mingxian Huang, Luchang Guan, Yunhao Song
{"title":"Data transmission path planning method for wireless sensor network in grounding grid area based on MM-DPS hybrid algorithm","authors":"Xianghui Xiao,&nbsp;Longsheng Huang,&nbsp;Zhenshan Zhang,&nbsp;Mingxian Huang,&nbsp;Luchang Guan,&nbsp;Yunhao Song","doi":"10.1049/cmu2.12729","DOIUrl":null,"url":null,"abstract":"<p>At present, in order to conduct non-destructive testing on the grounding grid of substations under the condition of continuous power supply and no excavation, researchers have applied wireless technology based on electrochemical methods to remotely monitor the corrosion state of grounding conductors online. Nevertheless, wireless signals are affected by the environment when they are transmitted underground. In the field of grounding gird wireless monitoring, how to plan the information transmission path of wireless sensor network (WSN) with high accuracy of data transfer and low energy consumption earns growing research attention. To address the problem of WSN path planning in grounding grid area, a path planning method for WSN based on the hybrid algorithm of map-matching algorithm and double-pole search algorithm (MM-DPS) is proposed in this paper. The map-matching algorithm is employed to calculate the optimal sampling node number of the data transmission path. On the basis of the optimal sampling node number, the double-pole search algorithm is employed in seeking out each sensor node of the path, and two groups of path plans are obtained. In the simulation experiment, compared with the A-star algorithm, the MM-DPS algorithm shortens the data transmission path length by about 39% and reduces the energy consumption by about 57%. The research work brings a method to alleviate the problem of data transmission underground of WSN in grounding grid area. The method not only ensures the accuracy of data transmission, but also shorts the transmission distance and reduces energy consumption.</p>","PeriodicalId":55001,"journal":{"name":"IET Communications","volume":"18 4","pages":"271-282"},"PeriodicalIF":1.5000,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/cmu2.12729","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IET Communications","FirstCategoryId":"94","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1049/cmu2.12729","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

At present, in order to conduct non-destructive testing on the grounding grid of substations under the condition of continuous power supply and no excavation, researchers have applied wireless technology based on electrochemical methods to remotely monitor the corrosion state of grounding conductors online. Nevertheless, wireless signals are affected by the environment when they are transmitted underground. In the field of grounding gird wireless monitoring, how to plan the information transmission path of wireless sensor network (WSN) with high accuracy of data transfer and low energy consumption earns growing research attention. To address the problem of WSN path planning in grounding grid area, a path planning method for WSN based on the hybrid algorithm of map-matching algorithm and double-pole search algorithm (MM-DPS) is proposed in this paper. The map-matching algorithm is employed to calculate the optimal sampling node number of the data transmission path. On the basis of the optimal sampling node number, the double-pole search algorithm is employed in seeking out each sensor node of the path, and two groups of path plans are obtained. In the simulation experiment, compared with the A-star algorithm, the MM-DPS algorithm shortens the data transmission path length by about 39% and reduces the energy consumption by about 57%. The research work brings a method to alleviate the problem of data transmission underground of WSN in grounding grid area. The method not only ensures the accuracy of data transmission, but also shorts the transmission distance and reduces energy consumption.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于 MM-DPS 混合算法的接地网格区域无线传感器网络数据传输路径规划方法
目前,为了在连续供电和不开挖的条件下对变电站的接地网进行无损检测,研究人员应用了基于电化学方法的无线技术,对接地导线的腐蚀状态进行在线远程监测。然而,无线信号在地下传输时会受到环境影响。在接地导线无线监测领域,如何规划无线传感器网络(WSN)的信息传输路径,实现高精度的数据传输和低能耗,越来越受到研究人员的关注。针对接地网区域 WSN 路径规划问题,本文提出了一种基于地图匹配算法和双极搜索算法(MM-DPS)混合算法的 WSN 路径规划方法。采用地图匹配算法计算数据传输路径的最优采样节点数。在最优采样节点数的基础上,采用双极搜索算法寻找路径上的每个传感器节点,得到两组路径方案。在仿真实验中,与 A-star 算法相比,MM-DPS 算法的数据传输路径长度缩短了约 39%,能耗降低了约 57%。该研究工作带来了一种缓解接地网区域 WSN 地下数据传输问题的方法。该方法不仅保证了数据传输的准确性,还缩短了传输距离,降低了能耗。
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 去求助
来源期刊
IET Communications
IET Communications 工程技术-工程:电子与电气
CiteScore
4.30
自引率
6.20%
发文量
220
审稿时长
5.9 months
期刊介绍: IET Communications covers the fundamental and generic research for a better understanding of communication technologies to harness the signals for better performing communication systems using various wired and/or wireless media. This Journal is particularly interested in research papers reporting novel solutions to the dominating problems of noise, interference, timing and errors for reduction systems deficiencies such as wasting scarce resources such as spectra, energy and bandwidth. Topics include, but are not limited to: Coding and Communication Theory; Modulation and Signal Design; Wired, Wireless and Optical Communication; Communication System Special Issues. Current Call for Papers: Cognitive and AI-enabled Wireless and Mobile - https://digital-library.theiet.org/files/IET_COM_CFP_CAWM.pdf UAV-Enabled Mobile Edge Computing - https://digital-library.theiet.org/files/IET_COM_CFP_UAV.pdf
期刊最新文献
A deep learning-based approach for pseudo-satellite positioning Analysis of interference effect in VL-NOMA network considering signal power parameters performance An innovative model for an enhanced dual intrusion detection system using LZ-JC-DBSCAN, EPRC-RPOA and EG-GELU-GRU A high-precision timing and frequency synchronization algorithm for multi-h CPM signals Dual-user joint sensing and communications with time-divisioned bi-static radar
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1