Cooperate localization of a Wireless Sensor Network (WSN) aided by a mobile robot

Hai Dan, Zhang Hui, Xiao Junhao, Zheng Zhiqiang
{"title":"Cooperate localization of a Wireless Sensor Network (WSN) aided by a mobile robot","authors":"Hai Dan, Zhang Hui, Xiao Junhao, Zheng Zhiqiang","doi":"10.1109/SSRR.2010.5981558","DOIUrl":null,"url":null,"abstract":"Localization is an essential problem for application of Wireless Sensor Network (WSN). We introduce a mobile robot to localize the sensor nodes in cooperative way. Specifically, we consider sensors would provide range measurements between themselves. The localization strategy was set to be a mixed form of centralized and distributed manner considering the character of robot and WSN. The algorithm can efficiently fuse multiple measurements of the system to form conservative covariance estimates and avoid over-confident problem properly. The algorithm was described in a Bayes framework and proved to be efficient in simulation result.","PeriodicalId":371261,"journal":{"name":"2010 IEEE Safety Security and Rescue Robotics","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE Safety Security and Rescue Robotics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SSRR.2010.5981558","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

Localization is an essential problem for application of Wireless Sensor Network (WSN). We introduce a mobile robot to localize the sensor nodes in cooperative way. Specifically, we consider sensors would provide range measurements between themselves. The localization strategy was set to be a mixed form of centralized and distributed manner considering the character of robot and WSN. The algorithm can efficiently fuse multiple measurements of the system to form conservative covariance estimates and avoid over-confident problem properly. The algorithm was described in a Bayes framework and proved to be efficient in simulation result.
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
移动机器人辅助下的无线传感器网络协同定位
定位是无线传感器网络应用中的一个关键问题。引入移动机器人以协作的方式对传感器节点进行定位。具体来说,我们认为传感器可以提供它们之间的距离测量。结合机器人和无线传感器网络的特点,将定位策略设定为集中式和分布式的混合形式。该算法能有效地融合系统的多个测量值,形成保守的协方差估计,并能很好地避免过度自信问题。在贝叶斯框架中描述了该算法,仿真结果证明了该算法的有效性。
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
自引率
0.00%
发文量
0
期刊最新文献
RecoNode: A reconfigurable node for heterogeneous multi-robot search and rescue FPGA-based real-time moving object detection for walking robots A Global Line Matching algorithm for 2D laser scan matching in regular environment Teleoperation system using past image records considering moving objects Robust terrain classification by introducing environmental sensors
×
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