6D Movable Antenna Based on User Distribution: Modeling and Optimization

IF 10.7 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Wireless Communications Pub Date : 2024-11-13 DOI:10.1109/TWC.2024.3492195
Xiaodan Shao;Qijun Jiang;Rui Zhang
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Abstract

In this paper, we propose a new six-dimensional movable antenna (6DMA) system for future wireless networks to improve the communication performance. Unlike the traditional fixed-position antenna (FPA) and existing fluid antenna (FA) systems that adjust the positions of antennas only, the proposed 6DMA system consists of distributed antenna surfaces with independently adjustable three-dimensional (3D) positions as well as 3D rotations within a given space. In particular, this paper applies the 6DMA to the base station (BS) in wireless networks to provide full degrees of freedom (DoFs) for the BS to adapt to the dynamic user spatial distribution in the network. However, a challenging new problem arises on how to optimally control the six-dimensional (6D) positions and rotations of all 6DMA surfaces at the BS to maximize the network capacity based on the user spatial distribution, subject to the practical constraints on 6D antennas’ movement. To tackle this problem, we first model the 6DMA-enabled BS and the user channels with the BS in terms of 6D positions and rotations of all 6DMA surfaces. Next, we propose an efficient alternating optimization algorithm to search for the best 6D positions and rotations of all 6DMA surfaces by leveraging the Monte Carlo simulation technique. Specifically, we sequentially optimize the 3D position/3D rotation of each 6DMA surface with those of the other surfaces fixed in an iterative manner. Numerical results show that our proposed 6DMA-BS design can significantly improve the average sum rate of users manifold as compared to benchmark BS architectures with FPAs or 6DMAs with limited/partial movability, especially when the user distribution is more spatially non-uniform.
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基于用户分布的 6D 移动天线:建模与优化
为了提高未来无线网络的通信性能,我们提出了一种新的六维移动天线(6DMA)系统。与传统的固定位置天线(FPA)和现有的流体天线(FA)系统只能调整天线的位置不同,本文提出的6DMA系统由分布式天线表面组成,这些天线表面具有独立可调的三维(3D)位置以及给定空间内的三维旋转。特别地,本文将6DMA技术应用于无线网络中的基站,为基站提供全自由度,以适应网络中动态的用户空间分布。然而,如何在6D天线移动的实际约束下,根据用户的空间分布,优化控制基站所有6DMA曲面的六维位置和旋转,使网络容量最大化,这是一个具有挑战性的新问题。为了解决这个问题,我们首先根据所有6DMA表面的6D位置和旋转对支持6DMA的BS和用户通道进行建模。接下来,我们提出了一种高效的交替优化算法,通过利用蒙特卡罗模拟技术来搜索所有6DMA表面的最佳6D位置和旋转。具体来说,我们依次优化每个6DMA表面的3D位置/3D旋转,并以迭代的方式固定其他表面的位置/3D旋转。数值结果表明,与具有有限/部分可移动性的fpa或6dma的基准BS架构相比,我们提出的6DMA-BS设计可以显著提高用户流形的平均和速率,特别是当用户分布在空间上更不均匀时。
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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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