A New Spatial Block-Correlation Model for Fluid Antenna Systems

IF 8.9 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Pablo Ramírez-Espinosa;David Morales-Jimenez;Kai-Kit Wong
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Abstract

Powered by position-flexible antennas, the emerging fluid antenna system (FAS) technology is postulated as a key enabler for massive connectivity in 6G networks. The free movement of antenna elements enables the opportunistic minimization of interference, allowing several users to share the same radio channel without the need of precoding. However, the true potential of FAS is still unknown due to the extremely high spatial correlation of the wireless channel between very close-by antenna positions. To unveil the multiplexing capabilities of FAS, proper (simple yet accurate) modeling of the spatial correlation is prominently needed. Realistic classical models such as Jakes’s are prohibitively complex, rendering intractable analyses, while state-of-the-art approximations often are too simplistic and poorly accurate. Aiming to fill this gap, we here propose a general framework to approximate spatial correlation by block-diagonal matrices, motivated by the well-known block fading assumption and by statistical results on large correlation matrices. The proposed block-correlation model makes the performance analysis possible, and tightly approximates the results obtained with realistic models (Jakes’s and Clarke’s). Our framework is leveraged to analyze fluid antenna multiple access (FAMA) systems, evaluating their performance for both one- and two-dimensional fluid antennas.
流体天线系统的新型空间块相关模型
新兴的流体天线系统(FAS)技术由位置灵活的天线提供支持,被认为是实现 6G 网络大规模连接的关键因素。天线元件的自由移动可实现机会性干扰最小化,使多个用户无需预编码即可共享同一无线电信道。然而,由于相距很近的天线位置之间的无线信道具有极高的空间相关性,因此 FAS 的真正潜力仍是未知数。要揭示 FAS 的复用能力,就必须对空间相关性进行适当(简单但准确)的建模。现实的经典模型(如杰克斯模型)过于复杂,导致分析难以进行,而最先进的近似模型往往过于简单,准确性不高。为了填补这一空白,我们在这里提出了一个用块对角矩阵近似空间相关性的通用框架,其动机是众所周知的块消隐假设和大相关矩阵的统计结果。所提出的块相关模型使性能分析成为可能,并与现实模型(Jakes's 和 Clarke's)获得的结果非常接近。我们的框架可用于分析流体天线多路存取(FAMA)系统,评估一维和二维流体天线的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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