下行链路多用户MISO通信的灵活智能元表面

IF 10.7 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Wireless Communications Pub Date : 2025-01-22 DOI:10.1109/TWC.2025.3526843
Jiancheng An;Chau Yuen;Marco Di Renzo;Mérouane Debbah;H. Vincent Poor;Lajos Hanzo
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引用次数: 0

摘要

柔性智能超表面(FIM)技术在提高无线网络的频谱和能量效率方面显示出前景。FIM由一组低成本的辐射元件组成,每个辐射元件都可以独立地辐射电磁信号,同时通过称为“变形”的过程沿垂直于表面的方向灵活地调整其位置。这对于在毫米波和太赫兹频率下工作的无线通信系统来说是特别有趣的,在这些频率下,深度衰落通常发生在几毫米内。因此,与传统的刚性2D天线阵列相比,FIM表面形状可以通过有益的3D变形来重新配置以改善信道质量。在本文中,我们研究了多用户下行链路,其中部署在基站(BS)上的FIM与多个单天线用户通信。在每个用户单独的信噪比(SINR)约束和FIM最大变形范围约束下,通过联合优化发射波束形成和FIM表面形状,提出了最小化BS下行总发射功率的优化问题。为了解决这个问题,我们首先考虑一个简单的单用户场景,并表明通过独立调整每个FIM元件到具有最强通道增益的位置来实现最佳的3D表面形状。然而,在现实的多用户场景中,FIM表面形状变形涉及复杂的权衡。为了解决这一问题,提出了一种有效的交替优化方法,迭代更新FIM表面形状和发射波束形成器,逐步降低发射功率。此外,我们分析了FIM的性能增益,展示了对数接收功率缩放律与其最大变形范围的关系。最后,仿真结果表明,在给定的数据速率下,与传统的刚性二维阵列相比,FIM的发射功率降低了约3db。本文的代码可从https://github.com/JianchengAn获得。
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Flexible Intelligent Metasurfaces for Downlink Multiuser MISO Communications
Flexible intelligent metasurface (FIM) technology shows promise in terms of enhancing both the spectral and energy efficiency of wireless networks. An FIM is composed of an array of low-cost radiating elements, each of which can independently radiate electromagnetic signals, while flexibly adjusting its position along the direction perpendicular to the surface by a process termed as “morphing”. This is of particular interest for wireless communication systems operating at millimeter-wave and terahertz frequencies, where deep fading generally occurs within a few millimeters. Hence, in contrast to conventional rigid 2D antenna arrays, the FIM surface shape may be reconfigured to improve the channel quality by beneficial 3D morphing. In this paper, we investigate the multiuser downlink, where an FIM deployed at a base station (BS) communicates with multiple single-antenna users. We formulate an optimization problem for minimizing the total downlink transmit power at the BS, by jointly optimizing the transmit beamforming and FIM surface shape, subject to an individual signal-to-interference-plus-noise ratio (SINR) constraint of each user as well as a constraint on the maximum FIM morphing range. To solve this problem, we first consider a simple single-user scenario and show that the optimal 3D surface shape is achieved by independently adjusting each FIM element to the position having the strongest channel gain. However, in realistic multiuser scenarios, FIM surface-shape morphing involves complex tradeoffs. To address this issue, an efficient alternating optimization method is proposed to iteratively update the FIM surface shape and the transmit beamformer to gradually reduce the transmit power. Additionally, we analyze the performance gain of the FIM, showcasing a logarithmic received power scaling law versus its maximum morphing range. Finally, simulation results show that the FIM reduces the transmit power by about 3 dB compared to conventional rigid 2D arrays at a given data rate. The code for this paper is available at https://github.com/JianchengAn.
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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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