A frequency diverse Doppler radar for range-to-motion estimation in urban sensing applications

P. Setlur, M. Amin, F. Ahmad, H. Estephan
{"title":"A frequency diverse Doppler radar for range-to-motion estimation in urban sensing applications","authors":"P. Setlur, M. Amin, F. Ahmad, H. Estephan","doi":"10.1109/WDDC.2007.4339416","DOIUrl":null,"url":null,"abstract":"In this paper, statistical bounds on carrier diverse range estimation are provided. Single frequency (Doppler) radars cannot be used in range estimation due to their range ambiguities. An additional frequency can be used to increase the maximum unambiguous range to accepted values for indoor range estimation of moving targets. The target is assumed to have a linear translation motion profile. The dual frequency radar can also be used to estimate the actual target velocity, by conducting two different Doppler data measurements, separated by a time period, over which the target continues to exhibit the identical linear translation motion. The parametric model is developed, and the identifiability of the parameters is validated by the non-singularity of the Fisher information matrix. We provide Cramer-Rao bounds for the parameters and show their dependency on the observation period assuming partial knowledge of motion and noise parameters.","PeriodicalId":142822,"journal":{"name":"2007 International Waveform Diversity and Design Conference","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2007-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2007 International Waveform Diversity and Design Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WDDC.2007.4339416","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

In this paper, statistical bounds on carrier diverse range estimation are provided. Single frequency (Doppler) radars cannot be used in range estimation due to their range ambiguities. An additional frequency can be used to increase the maximum unambiguous range to accepted values for indoor range estimation of moving targets. The target is assumed to have a linear translation motion profile. The dual frequency radar can also be used to estimate the actual target velocity, by conducting two different Doppler data measurements, separated by a time period, over which the target continues to exhibit the identical linear translation motion. The parametric model is developed, and the identifiability of the parameters is validated by the non-singularity of the Fisher information matrix. We provide Cramer-Rao bounds for the parameters and show their dependency on the observation period assuming partial knowledge of motion and noise parameters.
城市传感应用中用于距离运动估计的多普勒变频雷达
本文给出了载波变距估计的统计界。单频(多普勒)雷达由于其距离模糊性而不能用于距离估计。一个额外的频率可以用来增加最大的明确范围,以接受值的室内距离估计的移动目标。假设目标具有线性平移运动轮廓。双频雷达也可以用来估计实际目标速度,通过进行两个不同的多普勒数据测量,由一个时间段分开,在此期间,目标继续表现出相同的线性平移运动。建立了参数化模型,利用Fisher信息矩阵的非奇异性验证了参数的可辨识性。我们提供了参数的Cramer-Rao边界,并在假设运动参数和噪声参数部分已知的情况下显示了它们与观测周期的依赖关系。
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:481959085
Book学术官方微信