基于调频信号的无源相干定位系统中的CFAR检测

IF 0.7 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Modeling Identification and Control Pub Date : 2017-01-01 DOI:10.2316/P.2017.848-045
Dong-Gyu Kim, Geun-Ho Park, Ho Jae Kim, Jin-O Park, Wonjin Lee, Jae-Heon Ko, Hyoung-Nam Kim
{"title":"基于调频信号的无源相干定位系统中的CFAR检测","authors":"Dong-Gyu Kim, Geun-Ho Park, Ho Jae Kim, Jin-O Park, Wonjin Lee, Jae-Heon Ko, Hyoung-Nam Kim","doi":"10.2316/P.2017.848-045","DOIUrl":null,"url":null,"abstract":"Recently, interest in a passive coherent location (PCL) system using commercial broadcasting signals has been increased since it exploits the existing broadcasting facilities without revealing the receiver’s location. To estimate positions of multiple targets by using the PCL system, constant false alarm rate (CFAR) detection, whose input is the samples of the range-Doppler map, has to be preceded, so that the parameters of the CFAR detector are influenced by the range-Doppler map. However, the characteristics of the range-Doppler map vary with bandwidth of the used broadcasting signals and its collection time. Therefore, algorithm parameters for the CFAR detector have to be properly determined considering those characteristics. To achieve this goal, we analyze the range-Doppler map in a PCL system using commercial FM broadcasting signals and then derive mathematical descriptions for the algorithm parameters of the number of window cells and that of guard cells. We also present which axis out of the range and the Doppler axes is better for CFAR detection.","PeriodicalId":49801,"journal":{"name":"Modeling Identification and Control","volume":"14 1","pages":""},"PeriodicalIF":0.7000,"publicationDate":"2017-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"CFAR Detection in a Passive Coherent Location System Using FM Signals\",\"authors\":\"Dong-Gyu Kim, Geun-Ho Park, Ho Jae Kim, Jin-O Park, Wonjin Lee, Jae-Heon Ko, Hyoung-Nam Kim\",\"doi\":\"10.2316/P.2017.848-045\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Recently, interest in a passive coherent location (PCL) system using commercial broadcasting signals has been increased since it exploits the existing broadcasting facilities without revealing the receiver’s location. To estimate positions of multiple targets by using the PCL system, constant false alarm rate (CFAR) detection, whose input is the samples of the range-Doppler map, has to be preceded, so that the parameters of the CFAR detector are influenced by the range-Doppler map. However, the characteristics of the range-Doppler map vary with bandwidth of the used broadcasting signals and its collection time. Therefore, algorithm parameters for the CFAR detector have to be properly determined considering those characteristics. To achieve this goal, we analyze the range-Doppler map in a PCL system using commercial FM broadcasting signals and then derive mathematical descriptions for the algorithm parameters of the number of window cells and that of guard cells. We also present which axis out of the range and the Doppler axes is better for CFAR detection.\",\"PeriodicalId\":49801,\"journal\":{\"name\":\"Modeling Identification and Control\",\"volume\":\"14 1\",\"pages\":\"\"},\"PeriodicalIF\":0.7000,\"publicationDate\":\"2017-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Modeling Identification and Control\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.2316/P.2017.848-045\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Modeling Identification and Control","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.2316/P.2017.848-045","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

摘要

最近,人们对使用商业广播信号的无源相干定位(PCL)系统越来越感兴趣,因为它利用现有的广播设施而不透露接收器的位置。为了利用PCL系统估计多个目标的位置,必须先进行恒虚警率(CFAR)检测,其输入是距离-多普勒图的样本,因此CFAR检测器的参数会受到距离-多普勒图的影响。然而,距离-多普勒图的特性随所用广播信号的带宽和采集时间而变化。因此,CFAR检测器的算法参数必须考虑到这些特性来确定。为了实现这一目标,我们分析了利用商业调频广播信号的PCL系统的距离-多普勒图,然后推导了窗口单元数和保护单元数的算法参数的数学描述。我们还提出了哪些轴超出了范围和多普勒轴更适合CFAR检测。
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
CFAR Detection in a Passive Coherent Location System Using FM Signals
Recently, interest in a passive coherent location (PCL) system using commercial broadcasting signals has been increased since it exploits the existing broadcasting facilities without revealing the receiver’s location. To estimate positions of multiple targets by using the PCL system, constant false alarm rate (CFAR) detection, whose input is the samples of the range-Doppler map, has to be preceded, so that the parameters of the CFAR detector are influenced by the range-Doppler map. However, the characteristics of the range-Doppler map vary with bandwidth of the used broadcasting signals and its collection time. Therefore, algorithm parameters for the CFAR detector have to be properly determined considering those characteristics. To achieve this goal, we analyze the range-Doppler map in a PCL system using commercial FM broadcasting signals and then derive mathematical descriptions for the algorithm parameters of the number of window cells and that of guard cells. We also present which axis out of the range and the Doppler axes is better for CFAR detection.
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
Modeling Identification and Control
Modeling Identification and Control 工程技术-计算机:控制论
CiteScore
3.30
自引率
0.00%
发文量
6
审稿时长
>12 weeks
期刊介绍: The aim of MIC is to present Nordic research activities in the field of modeling, identification and control to the international scientific community. Historically, the articles published in MIC presented the results of research carried out in Norway, or sponsored primarily by a Norwegian institution. Since 2009 the journal also accepts papers from the other Nordic countries.
期刊最新文献
Programming Fine Manufacturing Tasks on Collaborative Robots: A Case Study on Industrial Gluing Microevolutionary system identification and climate response predictions by use of BLUP prediction error method Improving Energy Efficiency and Response Time of an Offshore Winch Drive with Digital Displacement Motors A Novel Control Design for Realizing Passive Load-Holding Function on a Two-Motor-Two-Pump Motor-Controlled Hydraulic Cylinder Construct, Merge, Solve and Adapt Applied to the Maximum Disjoint Dominating Sets Problem
×
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