基于信息论准则的到达时间估计新方法

A. Giorgetti, M. Chiani
{"title":"基于信息论准则的到达时间估计新方法","authors":"A. Giorgetti, M. Chiani","doi":"10.1109/ICUWB.2011.6058886","DOIUrl":null,"url":null,"abstract":"Existing energy detector (ED)-based methods for time-of-arrival (ToA) estimation in ultrawide band (UWB) impulse radios (IRs) use a threshold to discriminate the time bins containing noise from those containing signal plus noise. For these threshold crossing (TC) methods the key problem is the design of the threshold level to obtain the best possible ranging accuracy. Threshold design for TC methods is a difficult problem, and requires receiver noise power knowledge. We here propose a completely different approach, where there is no threshold and where the noise power knowledge is not required. Our blind and robust ToA estimation technique is based on information theoretic criteria (ITC). The proposed ToA algorithm is universal, in that it does not require any information about the channel or the noise power level, and it eliminates the need to set a predefined threshold. The performance of the proposed universal ToA estimator is evaluated in realistic multipath channels, revealing excellent performance and robustness.","PeriodicalId":143107,"journal":{"name":"2011 IEEE International Conference on Ultra-Wideband (ICUWB)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2011-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"16","resultStr":"{\"title\":\"A new approach to time-of-arrival estimation based on information theoretic criteria\",\"authors\":\"A. Giorgetti, M. Chiani\",\"doi\":\"10.1109/ICUWB.2011.6058886\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Existing energy detector (ED)-based methods for time-of-arrival (ToA) estimation in ultrawide band (UWB) impulse radios (IRs) use a threshold to discriminate the time bins containing noise from those containing signal plus noise. For these threshold crossing (TC) methods the key problem is the design of the threshold level to obtain the best possible ranging accuracy. Threshold design for TC methods is a difficult problem, and requires receiver noise power knowledge. We here propose a completely different approach, where there is no threshold and where the noise power knowledge is not required. Our blind and robust ToA estimation technique is based on information theoretic criteria (ITC). The proposed ToA algorithm is universal, in that it does not require any information about the channel or the noise power level, and it eliminates the need to set a predefined threshold. The performance of the proposed universal ToA estimator is evaluated in realistic multipath channels, revealing excellent performance and robustness.\",\"PeriodicalId\":143107,\"journal\":{\"name\":\"2011 IEEE International Conference on Ultra-Wideband (ICUWB)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-10-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"16\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 IEEE International Conference on Ultra-Wideband (ICUWB)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICUWB.2011.6058886\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 IEEE International Conference on Ultra-Wideband (ICUWB)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICUWB.2011.6058886","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 16

摘要

现有的基于能量检测器(ED)的超宽带脉冲无线电(IRs)到达时间(ToA)估计方法使用阈值来区分含噪声和含信号加噪声的时间仓。对于这些阈值交叉(TC)方法,关键问题是阈值水平的设计,以获得尽可能高的测距精度。TC方法的阈值设计是一个难题,需要了解接收机噪声功率。我们在这里提出了一种完全不同的方法,其中没有阈值,并且不需要噪声功率知识。我们的盲鲁棒ToA估计技术是基于信息理论准则的。所提出的ToA算法是通用的,因为它不需要任何关于信道或噪声功率电平的信息,并且它消除了设置预定义阈值的需要。在实际多径信道中对所提出的通用ToA估计器进行了性能评估,结果表明该估计器具有良好的性能和鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
A new approach to time-of-arrival estimation based on information theoretic criteria
Existing energy detector (ED)-based methods for time-of-arrival (ToA) estimation in ultrawide band (UWB) impulse radios (IRs) use a threshold to discriminate the time bins containing noise from those containing signal plus noise. For these threshold crossing (TC) methods the key problem is the design of the threshold level to obtain the best possible ranging accuracy. Threshold design for TC methods is a difficult problem, and requires receiver noise power knowledge. We here propose a completely different approach, where there is no threshold and where the noise power knowledge is not required. Our blind and robust ToA estimation technique is based on information theoretic criteria (ITC). The proposed ToA algorithm is universal, in that it does not require any information about the channel or the noise power level, and it eliminates the need to set a predefined threshold. The performance of the proposed universal ToA estimator is evaluated in realistic multipath channels, revealing excellent performance and robustness.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Design and implementation of advanced algorithms for MIMO-UWB wireless communications 60 GHz impulse radio measurements Performance comparison of the different IR-UWB receivers in wireless body area networks Compressed channel estimation and data detection algorithms for IR-UWB Optimizing jammer model against PPM UWB non-coherent receiver
×
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