Assessing the Potential of Space-Time-Coding Metasurfaces for Sensing and Localization

IF 10.7 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Wireless Communications Pub Date : 2024-10-24 DOI:10.1109/TWC.2024.3483149
Herman L. dos Santos;Martin Voigt Vejling;Taufik Abrão;Petar Popovski
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Abstract

Intelligent metasurfaces are one of the favorite technologies for integrating sixth-generation (6G) networks, especially the reconfigurable intelligent surface (RIS), which has been extensively researched in various applications. Although many applications and studies of electromagnetic manipulation under the linear RIS topology were performed, applying coding sequences to the element switching enables the space-frequency scattering feature, referred to as Space-Time-Coding metasurface (STCM) topology. This type of topology causes impairments to the established communication methods by generating undesirable interference both in frequency and space, which is worsened when using wideband signals. Nevertheless, it can potentially bring forward useful features for sensing and localization. This work exploits STCM sensing capabilities in target detection, localization, and classification using narrowband downlink pilot signals at the base station (BS). The results of this novel approach reveal the ability to retrieve scattering points (SP) localization within the sub-centimeter and sub-decimeter accuracy depending on the SPs positions in space. We also analyze the associated detection and classification probabilities, which show reliable performance for both in the whole analyzed environment, especially when using the STCM information. We conclude that this method presents a promising approach for future integrated sensing and communications (ISAC) protocols by providing a tool to perform sensing and localization services using legacy communication signals.
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评估时空编码元表面在传感和定位方面的潜力
智能元表面是集成第六代(6G)网络的热门技术之一,尤其是可重构智能表面(RIS),在各种应用中得到了广泛的研究。尽管在线性RIS拓扑下进行了许多电磁操作的应用和研究,但将编码序列应用于元件切换可以实现空频散射特征,称为空时编码元表面(STCM)拓扑。这种类型的拓扑通过在频率和空间上产生不希望的干扰而对已建立的通信方法造成损害,当使用宽带信号时这种干扰会恶化。然而,它可以潜在地为传感和定位提供有用的功能。这项工作利用STCM在目标检测、定位和分类方面的传感能力,使用基站(BS)的窄带下行导频信号。结果表明,该方法能够根据散射点在空间中的位置在亚厘米和亚分米精度范围内检索散射点定位。我们还分析了相关的检测和分类概率,在整个分析环境中都显示出可靠的性能,特别是在使用STCM信息时。我们得出结论,该方法通过提供使用传统通信信号执行传感和定位服务的工具,为未来的集成传感和通信(ISAC)协议提供了一种有前途的方法。
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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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