带异步收发器的双静态ISAC:机制、解决方案和现场测试

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Shengli Ding;Baolong Chen;Dajie Jiang;Junjie Tan;Yannan Yuan;Jianzhi Li;Jian Yao;Fei Qin;Daqing Zhang;Chih-Lin Ⅰ
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引用次数: 0

摘要

集成传感与通信(ISAC)被认为是下一代无线网络的杀手级应用,近年来获得了巨大的发展,并将为实现万物互联(IoE)做出贡献。特别是,通过启用可分离的传感收发器,双静态传感不受自干扰,能够利用无处不在的网络设备,因此已成为ISAC不可或缺的场景。然而,双静态传感受到收发器异步的影响,这会导致时序偏移(TO)、时序漂移(TD)和载波频率偏移(CFO)。本文首先从理论上分析了在新无线电(NR)协议的实际配置下,TO、TD和CFO对传感信号的影响。在此基础上,我们系统地揭示了TD的机理和相应的延迟-多普勒频谱色散。具体来说,分析了TD引起的延迟谱移和相移,这是导致延迟-多普勒频散的两个主要因素,并由此导致信号检测和参数估计的严重误差。基于所揭示的机制,我们开发了一种异步延迟多普勒(ADD)算法,用于双静态传感,包括延迟频谱对准和相位补偿,分别抑制延迟频谱移位和相位漂移。由于揭示的机制,ADD算法不依赖于特定的先决条件。仿真结果证实了所揭示的机理,验证了ADD算法的有效性。在ISAC样机上进行了现场测试,实现了厘米级的定位精度,进一步证实了所揭示的机理,验证了ADD算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bi-Static ISAC With Asynchronous Transceivers: Mechanism, Solution, and Field Test
Foreseen as a killer application in next-generation wireless networks, integrated sensing and communication (ISAC) has gained tremendous developments in recent years, and will contribute to realize Internet of Everything (IoE). Particularly, by enabling separable sensing transceivers, bi-static sensing is free from self-interference and able to leverage ubiquitous network devices, and thus has become an indispensable scenario of ISAC. However, bi-static sensing suffers from transceiver asynchronization, which induces timing offset (TO), timing drift (TD) and carrier frequency offset (CFO). In this article, we first give the theoretical analyses on how TO, TD, and CFO impact the sensing signal, under the practical configuration following the new radio (NR) protocol. Based on this, we systematically reveal the mechanism of TD and the correspondingly resulted delay-Doppler spectrum dispersion. Specifically, the delay spectrum shifts and the phase drifts induced by TD are analyzed, which are the two main factors eventually leading to the delay-Doppler spectrum dispersion and consequent severe errors in signal detection and parameter estimation. Based on the revealed mechanisms, we develop an asynchronous delay-Doppler (ADD) algorithm for bi-static sensing, including delay spectrum alignment and phase compensation, respectively to suppress the delay spectrum shifts and phase drifts. Thanks to the revealed mechanism, the ADD algorithm does not rely on specific prerequisites. Simulation results have confirmed the revealed mechanisms and verified the effectiveness of the ADD algorithm. Particularly, field tests are conducted on an ISAC prototype, and achieve a centimeter-level positioning accuracy, which further confirms the revealed mechanisms and validates the ADD algorithm.
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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