Efficient Node Localization in Energy-Harvesting Wireless Sensor Networks

Ahmad El Assaf, S. Zaidi, S. Affes, N. Kandil
{"title":"Efficient Node Localization in Energy-Harvesting Wireless Sensor Networks","authors":"Ahmad El Assaf, S. Zaidi, S. Affes, N. Kandil","doi":"10.1109/ICUWB.2015.7324441","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a novel localization algorithm tailored for energy-harvesting wireless sensor networks EH-WSNs where both the power budgets available at the EH sensors and hence their transmission capabilities are random. This characteristic, if not taken into account when designing the localization algorithm, may severely hinder its accuracy. Assuming a random transmission capability at each EH sensor, we develop a new approach to derive the expected hop progress (EHP). Exploiting the latter, we propose a localization algorithm that is able to accurately locate the EH sensors owing to a new implementation requiring no additional power consumption. Furthermore, we develop a correction mechanism which complies with the heterogeneous coverage nature of EH sensors to further improve localization accuracy without incurring any additional power cost. Simulation results show that the proposed algorithm, whether applied with or without correction, outperforms in accuracy the most representative WSN localization algorithms in EH powering contexts.","PeriodicalId":339208,"journal":{"name":"2015 IEEE International Conference on Ubiquitous Wireless Broadband (ICUWB)","volume":"917 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Conference on Ubiquitous Wireless Broadband (ICUWB)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICUWB.2015.7324441","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

In this paper, we propose a novel localization algorithm tailored for energy-harvesting wireless sensor networks EH-WSNs where both the power budgets available at the EH sensors and hence their transmission capabilities are random. This characteristic, if not taken into account when designing the localization algorithm, may severely hinder its accuracy. Assuming a random transmission capability at each EH sensor, we develop a new approach to derive the expected hop progress (EHP). Exploiting the latter, we propose a localization algorithm that is able to accurately locate the EH sensors owing to a new implementation requiring no additional power consumption. Furthermore, we develop a correction mechanism which complies with the heterogeneous coverage nature of EH sensors to further improve localization accuracy without incurring any additional power cost. Simulation results show that the proposed algorithm, whether applied with or without correction, outperforms in accuracy the most representative WSN localization algorithms in EH powering contexts.
能量收集无线传感器网络中的高效节点定位
在本文中,我们提出了一种针对能量收集无线传感器网络EH- wsn的新颖定位算法,其中EH传感器的可用功率预算及其传输能力都是随机的。如果在设计定位算法时不考虑这一特性,可能会严重影响定位算法的精度。假设每个EH传感器具有随机传输能力,我们开发了一种新的方法来推导期望跳数进度(EHP)。利用后者,我们提出了一种定位算法,由于新的实现无需额外功耗,因此能够准确定位EH传感器。此外,我们开发了一种符合EH传感器异构覆盖特性的校正机制,在不产生任何额外功耗的情况下进一步提高定位精度。仿真结果表明,无论是否进行校正,该算法在EH供电环境下的定位精度都优于最具代表性的WSN定位算法。
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