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基于现有蜂窝网络部署的5G定位可行性研究。

A feasibility study of 5G positioning with current cellular network deployment.

作者信息

Camajori Tedeschini Bernardo, Brambilla Mattia, Italiano Lorenzo, Reggiani Simone, Vaccarono Davide, Alghisi Marianna, Benvenuto Lorenzo, Goia Alessandro, Realini Eugenio, Grec Florin, Nicoli Monica

机构信息

Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, 20133, Milan, Italy.

Network Engineering, NTT DATA, 20143, Milan, Italy.

出版信息

Sci Rep. 2023 Sep 15;13(1):15281. doi: 10.1038/s41598-023-42426-1.

Abstract

This research examines the feasibility of using synchronization signals broadcasted by currently deployed fifth generation (5G) cellular networks to determine the position of a static receiver. The main focus lies on the analysis of synchronization among the base stations of a real 5G network in Milan, Italy, as this has a major impact on the accuracy of localization based on time of arrival measurements. Understanding such properties, indeed, is fundamental to characterize the clock drifts and implement compensation strategies as well as to identify the direct communication beam. The paper shows how the clock errors, i.e., inaccurate synchronization, among 5G base stations exhibit a significant bias, which is detrimental for precise cellular positioning. By compensating the synchronization errors of devices' clocks, we demonstrate that it is in principle possible to localize a static user with an accuracy of approximately 8-10 m in non-obstructed visibility conditions, for urban and rural scenarios, using the deployed 5G network operating at 3.68 GHz and relying on broadcast signals as defined by 5G Release 15 standard. This work has been funded by the European Space Agency (ESA) Navigation Innovation and Support Program (NAVISP) Element 2 pillar which aims at improving the competitiveness of the industry of the participating States in the global Positioning, Navigation and Timing (PNT) market.

摘要

本研究探讨了利用当前部署的第五代(5G)蜂窝网络广播的同步信号来确定静态接收器位置的可行性。主要重点在于分析意大利米兰一个真实5G网络基站之间的同步情况,因为这对基于到达时间测量的定位精度有重大影响。实际上,了解此类特性对于表征时钟漂移、实施补偿策略以及识别直接通信波束至关重要。本文展示了5G基站之间的时钟误差,即不准确的同步,呈现出显著偏差,这对精确的蜂窝定位不利。通过补偿设备时钟的同步误差,我们证明,在城市和农村场景的无遮挡可视条件下,使用工作在3.68 GHz的已部署5G网络并依靠5G Release 15标准定义的广播信号,原则上有可能以大约8 - 10米的精度定位静态用户。这项工作由欧洲航天局(ESA)导航创新与支持计划(NAVISP)要素2支柱资助,该计划旨在提高参与国行业在全球定位、导航与授时(PNT)市场的竞争力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/22b4/10504288/2c708ca0a69f/41598_2023_42426_Fig1_HTML.jpg

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