An Experimental Study of Passive UAV Tracking With Digital Arrays and Cellular Downlink Signals

IF 6.3 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Yifei Sun;Chao Yu;Yan Luo;Tony Xiao Han;Haisheng Tan;Rui Wang;Francis C. M. Lau
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引用次数: 0

Abstract

Given the prospects of the low-altitude economy (LAE) and the popularity of autonomous aerial vehicles (UAVs), there are increasing demands on monitoring flying objects at low altitude in wide urban areas. In this work, the widely deployed long-term evolution (LTE) base station (BS) is exploited to illuminate UAVs in bistatic trajectory tracking. Specifically, a passive sensing receiver with two digital antenna arrays is proposed and developed to capture both the line-of-sight (LoS) signal and the scattered signal off a target UAV. From their cross ambiguity function, the bistatic range, Doppler shift and angle-of-arrival (AoA) of the target UAV can be detected in a sequence of time slots. In order to address missed detections and false alarms of passive sensing, a target tracking framework is adopted to track the trajectory of the target UAV. It is demonstrated by experiments that the proposed UAV tracking system can achieve a meter-level accuracy.
基于数字阵列和蜂窝下行信号的无人机无源跟踪实验研究
鉴于低空经济(LAE)的前景和自主飞行器(uav)的普及,对广大城市地区低空飞行物体的监测需求越来越大。在这项工作中,利用广泛部署的长期演进(LTE)基站(BS)来照亮无人机的双基地轨迹跟踪。具体地说,提出并开发了一种带有两个数字天线阵列的被动传感接收机,用于捕获目标无人机的视距信号和散射信号。利用它们的交叉模糊函数,可以在一定的时隙中检测到目标无人机的双基地距离、多普勒频移和到达角。为了解决被动感知的误检和虚警问题,采用目标跟踪框架对目标无人机的飞行轨迹进行跟踪。实验证明,所提出的无人机跟踪系统可以达到米级精度。
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来源期刊
CiteScore
13.70
自引率
3.80%
发文量
94
审稿时长
10 weeks
期刊介绍: The IEEE Open Journal of the Communications Society (OJ-COMS) is an open access, all-electronic journal that publishes original high-quality manuscripts on advances in the state of the art of telecommunications systems and networks. The papers in IEEE OJ-COMS are included in Scopus. Submissions reporting new theoretical findings (including novel methods, concepts, and studies) and practical contributions (including experiments and development of prototypes) are welcome. Additionally, survey and tutorial articles are considered. The IEEE OJCOMS received its debut impact factor of 7.9 according to the Journal Citation Reports (JCR) 2023. The IEEE Open Journal of the Communications Society covers science, technology, applications and standards for information organization, collection and transfer using electronic, optical and wireless channels and networks. Some specific areas covered include: Systems and network architecture, control and management Protocols, software, and middleware Quality of service, reliability, and security Modulation, detection, coding, and signaling Switching and routing Mobile and portable communications Terminals and other end-user devices Networks for content distribution and distributed computing Communications-based distributed resources control.
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