论文标题

近场定位,具有动态的元面天线

Near-field Localization with Dynamic Metasurface Antennas

论文作者

Yang, Qianyu, Guerra, Anna, Guidi, Francesco, Shlezinger, Nir, Zhang, Haiyang, Dardari, Davide, Wang, Baoyun, Eldar, Yonina C.

论文摘要

第六代(6G)蜂窝通信有望支持增强的无线定位功能。大型阵列和高频带宽的广泛部署引起了本地化应用程序的新考虑。首先,由于可实现的高角度分辨率和低硬件的复杂性,预计新兴的天线体系结构,例如动态元面天线(DMA)。此外,由于采用大量孔径大量的阵列,因此无线定位可能发生在辐射的近场(菲涅尔)区域,该区域提供了新的自由度。尽管当前的研究主要集中在使用昂贵的完全数字天线阵列,但在本文中,我们研究了如何将DMA应用于单个用户的近场定位。我们基于撞击波前的曲率来获取用户位置的直接定位估计方法,并表征DMA调整对估计精度的影响。接下来,我们提出了一种用于配置DMA以优化近场定位的算法,首先使用可调节的DMA系数来最大程度地减少估计错误,并使用对实际用户位置的假定知识来最大程度地减少估计误差。最后,我们提出了一种不依赖这种知识的亚最佳迭代算法。仿真结果表明,基于DMA的近场定位精度可以以较低的成本接近完全数字阵列的精度。

Sixth generation (6G) cellular communications are expected to support enhanced wireless localization capabilities. The widespread deployment of large arrays and high-frequency bandwidths give rise to new considerations for localization applications. First, emerging antenna architectures, such as dynamic metasurface antennas (DMAs), are expected to be frequently utilized thanks to the achievable high angular resolution and low hardware complexity. Further, wireless localization is likely to take place in the radiating near-field (Fresnel) region, which provides new degrees of freedom, because of the adoption of arrays with large apertures. While current studies mostly focus on the use of costly fully-digital antenna arrays, in this paper we investigate how DMAs can be applied for near-field localization of a single user. We use a direct positioning estimation method based on curvature-of-arrival of the impinging wavefront to obtain the user location, and characterize the effects of DMA tuning on the estimation accuracy. Next, we propose an algorithm for configuring the DMA to optimize near-field localization, by first tuning the adjustable DMA coefficients to minimize the estimation error using postulated knowledge of the actual user position. Finally, we propose a sub-optimal iterative algorithm that does not rely on such knowledge. Simulation results show that the DMA-based near-field localization accuracy could approach that of fully-digital arrays at lower cost.

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