Map-Assisted Millimeter Wave and Terahertz Position Location and Sensing

IF 10.7 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Wireless Communications Pub Date : 2025-03-07 DOI:10.1109/TWC.2025.3546746
Ojas Kanhere;Theodore S. Rappaport
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Abstract

The vast bandwidth available at millimeter wave (mmWave) and terahertz (THz) frequencies will allow future 6G wireless networks to support ubiquitous and extremely accurate localization and environmental sensing. Prior geometric localization algorithms typically assume single bounce reflections. This paper describes map-assisted positioning with angle and time (MAP-AT), a novel map-based localization algorithm that takes into account multi-bounce reflections, utilizing the angle of arrival and time of flight of multipath signal components to determine the position of a user. The accuracy of MAP-AT is tested against indoor and factory measurement data at mmWave (28 GHz, 60 GHz) and sub-THz (140 GHz) frequencies. Using a single base station as reference, sub-meter accuracy was achieved at mmWave frequencies, and centimeter-level accuracy was achieved at sub-THz frequencies. Accuracy was improved when more base stations were used. Additionally, the performance of sub-Thz signals for sensing objects behind walls is studied by detecting hidden objects behind plywood and drywall in a laboratory environment, with centimeter-level sensing accuracy and identification of hidden objects successfully achieved. This work shows that the high penetration loss of walls and obstructions at sub-THz frequencies poses a challenge to accurate sensing at sub-THz frequencies. Future work is required to sense objects hidden tens of meters behind walls.
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地图辅助毫米波和太赫兹位置定位和传感
毫米波(mmWave)和太赫兹(THz)频率的巨大带宽将使未来的6G无线网络能够支持无处不在的极其精确的定位和环境传感。先前的几何定位算法通常假设单反弹反射。基于角度和时间的地图辅助定位(MAP-AT)是一种考虑多反射的地图定位算法,利用多径信号分量的到达角和飞行时间来确定用户的位置。MAP-AT的精度在毫米波(28 GHz, 60 GHz)和次太赫兹(140 GHz)频率下对室内和工厂测量数据进行了测试。以单个基站为参考,在毫米波频率下实现了亚米级精度,在次太赫兹频率下实现了厘米级精度。当使用更多的基站时,精度得到了提高。此外,通过在实验室环境中检测胶合板和干墙后面的隐藏物体,研究了亚太赫兹信号对墙后物体的传感性能,成功实现了厘米级的传感精度和隐藏物体的识别。这项工作表明,在亚太赫兹频率下,墙壁和障碍物的高穿透损失对亚太赫兹频率下的精确传感提出了挑战。未来的工作需要感知隐藏在墙后几十米的物体。
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来源期刊
CiteScore
18.60
自引率
10.60%
发文量
708
审稿时长
5.6 months
期刊介绍: The IEEE Transactions on Wireless Communications is a prestigious publication that showcases cutting-edge advancements in wireless communications. It welcomes both theoretical and practical contributions in various areas. The scope of the Transactions encompasses a wide range of topics, including modulation and coding, detection and estimation, propagation and channel characterization, and diversity techniques. The journal also emphasizes the physical and link layer communication aspects of network architectures and protocols. The journal is open to papers on specific topics or non-traditional topics related to specific application areas. This includes simulation tools and methodologies, orthogonal frequency division multiplexing, MIMO systems, and wireless over optical technologies. Overall, the IEEE Transactions on Wireless Communications serves as a platform for high-quality manuscripts that push the boundaries of wireless communications and contribute to advancements in the field.
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