Signal Model for Coherent Processing of Uncoupled and Low Frequency Coupled MIMO Radar Networks

IF 6.9 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Vinzenz Janoudi;Pirmin Schoeder;Timo Grebner;Nils Appenrodt;Juergen Dickmann;Christian Waldschmidt
{"title":"Signal Model for Coherent Processing of Uncoupled and Low Frequency Coupled MIMO Radar Networks","authors":"Vinzenz Janoudi;Pirmin Schoeder;Timo Grebner;Nils Appenrodt;Juergen Dickmann;Christian Waldschmidt","doi":"10.1109/JMW.2023.3334757","DOIUrl":null,"url":null,"abstract":"MIMO radar networks consisting of multiple independent radar sensors offer the possibility to create large virtual apertures and therefore provide high angular resolution for automotive radar systems. In order to increase the angular resolution, the network must be able to process all data phase coherently. Establishing phase coherency, without distributing the transmitted RF signal to all sensors, poses a significant challenge in the automotive frequency range of \n<inline-formula><tex-math>$\\text{76 GHz} \\,\\text{to}\\, \\text{81 GHz}$</tex-math></inline-formula>\n. This paper presents a signal model for uncoupled and low frequency coupled radar networks. The requirements for phase coherent processing for uncoupled radar sensors are systematically derived from the signal model. The proposed signal processing methods, which establish coherency, are sub-aperture based. Both the signal model and the proposed signal processing methods are verified by measurements with radar sensor networks composed of 2 and 3 radar sensors, providing 768 and 1728 virtual channels respectively. Measurements verify that phase noise is insignificant in the process of establishing coherency in uncoupled and low frequency coupled radar networks.","PeriodicalId":93296,"journal":{"name":"IEEE journal of microwaves","volume":"4 1","pages":"69-85"},"PeriodicalIF":6.9000,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10352930","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE journal of microwaves","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10352930/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

MIMO radar networks consisting of multiple independent radar sensors offer the possibility to create large virtual apertures and therefore provide high angular resolution for automotive radar systems. In order to increase the angular resolution, the network must be able to process all data phase coherently. Establishing phase coherency, without distributing the transmitted RF signal to all sensors, poses a significant challenge in the automotive frequency range of $\text{76 GHz} \,\text{to}\, \text{81 GHz}$ . This paper presents a signal model for uncoupled and low frequency coupled radar networks. The requirements for phase coherent processing for uncoupled radar sensors are systematically derived from the signal model. The proposed signal processing methods, which establish coherency, are sub-aperture based. Both the signal model and the proposed signal processing methods are verified by measurements with radar sensor networks composed of 2 and 3 radar sensors, providing 768 and 1728 virtual channels respectively. Measurements verify that phase noise is insignificant in the process of establishing coherency in uncoupled and low frequency coupled radar networks.
用于非耦合和低频耦合多输入多输出雷达网络相干处理的信号模型
由多个独立雷达传感器组成的多输入多输出(MIMO)雷达网络可以创建大的虚拟孔径,从而为汽车雷达系统提供高角度分辨率。为了提高角度分辨率,网络必须能够相干地处理所有数据。在不将传输的射频信号分配给所有传感器的情况下建立相位一致性,对汽车的频率范围($\text{76 GHz} )是一个巨大的挑战。\text{to}\, \text{81 GHz}$。本文介绍了非耦合和低频耦合雷达网络的信号模型。从信号模型中系统地推导出了非耦合雷达传感器对相位相干处理的要求。所提出的信号处理方法以子孔径为基础,可建立相干性。由 2 个和 3 个雷达传感器组成的雷达传感器网络分别提供 768 个和 1728 个虚拟信道,通过测量验证了信号模型和建议的信号处理方法。测量结果证明,相位噪声在非耦合和低频耦合雷达网络建立一致性的过程中微不足道。
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
CiteScore
10.70
自引率
0.00%
发文量
0
审稿时长
8 weeks
×
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