基于集成传感和通信的室外多目标检测、跟踪和定位在实际5G网络中

Ruiqi Liu;Mengnan Jian;Dawei Chen;Xu Lin;Yichao Cheng;Wei Cheng;Shijun Chen
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引用次数: 0

摘要

通过使用先进技术支持的通信网络,第六代(6G)无线网络可能会支持多种通信以外的功能,如传感和定位。集成传感和通信(ISAC)已被公认为6G的关键技术和使用场景,并得到全球领先标准化机构的广泛认可。ISAC利用通信基础设施和设备提供高分辨率感知环境的能力,以及跟踪和定位附近移动物体的能力。同时满足通信和传感的要求,与两个独立的系统相比,基于isac的方法具有更高的频谱和能源效率的优势,可以同时服务于两个目的,并且可能降低成本并易于部署。ISAC标准化和商业化的关键一步是在5G等实际网络中开展全面的现场试验,以展示其在实际场景中的真实能力。本文提出了一种基于isac的室外多目标检测、跟踪和定位方法,并在5G网络中进行了验证。该系统由5G基站(BSs)组成,可以正常为附近的移动用户服务,同时完成无人机、车辆和行人的检测、跟踪和定位任务。综合试验结果表明,该方法在室外实际环境下对单目标和多目标的跟踪和定位具有较高的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrated sensing and communication based outdoor multi-target detection, tracking, and localization in practical 5G Networks
The 6th generation (6G) wireless networks will likely to support a variety of capabilities beyond communication, such as sensing and localization, through the use of communication networks empowered by advanced technologies. Integrated sensing and communication (ISAC) has been recognized as a critical technology as well as a usage scenario for 6G, as widely agreed by leading global standardization bodies. ISAC utilizes communication infrastructure and devices to provide the capability of sensing the environment with high resolution, as well as tracking and localizing moving objects nearby. Meeting both the requirements for communication and sensing simultaneously, ISAC-based approaches celebrate the advantages of higher spectral and energy efficiency compared to two separate systems to serve two purposes, and potentially lower costs and easy deployment. A key step towards the standardization and commercialization of ISAC is to carry out comprehensive field trials in practical networks, such as the 5th generation (5G) networks, to demonstrate its true capacities in practical scenarios. In this paper, an ISAC-based outdoor multi-target detection, tracking and localization approach is proposed and validated in 5G networks. The proposed system comprises of 5G base stations (BSs) which serve nearby mobile users normally, while accomplishing the task of detecting, tracking, and localizing drones, vehicles, and pedestrians simultaneously. Comprehensive trial results demonstrate the relatively high accuracy of the proposed method in practical outdoor environment when tracking and localizing single targets and multiple targets.
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