可重构智能表面增强用户中心网络中的联合关联和波束成形优化

Ye Yao;Zhong Tian;Zhengchuan Chen;Min Wang;Yunjian Jia
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引用次数: 0

摘要

完全协调无蜂窝网络(CF)可以缓解蜂窝网络中蜂窝边缘用户的蜂窝间干扰(ICI)。由于CF网络中接入点(Access point)与用户之间的关联拓扑结构复杂,因此在实际场景中部署CF网络具有一定的挑战性。为了使CF网络可行,我们引入了以用户为中心(UC)的网络,允许由有限数量的ap为每个用户提供服务。RIS (Reconfigurable Intelligent Surface,可重构智能表面)作为一种低成本、高能效的技术,可以嵌入到UC网络中,进一步提高系统性能。首先,我们对UC网络的前期工作进行了简要的综述,以便更好地理解。然后,我们制定了一个频谱效率(SE)最大化问题的ris增强型UC网络。为了解决非凸问题,我们将其分为三个子问题,并提出了一个联合优化框架,用于优化ap -用户关联、ap处多天线的有源波束形成和RIS的无源波束形成。此外,提出了一种基于信道增益的关联方法,并结合RIS的设计来构建动态高效的关联。用分式规划方法求解了主动式波束形成优化和被动式波束形成优化的子问题。仿真结果表明,与其他基准方案相比,所提出的ris增强UC网络联合优化框架可以获得较好的SE。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint association and beamforming optimization in reconfigurable intelligent surface-enhanced user-centric networks
Fully coordinated Cell-Free (CF) networks can alleviate the Inter-Cell Interference (ICI) for the cell-edge users in cellular networks. Due to the complex topology of the association between the Access Points (APs) and the users in CF networks, it is challenging to deploy CF networks in practical scenarios. In order to make CF networks feasible, we introduce User-Centric (UC) networks enabling each user served by a limited number of APs. As a low-cost and energy-efficient technology, Reconfigurable Intelligent Surface (RIS) can be embedded in UC networks to further improve the system performance. First, we provide a brief survey on the prior works in UC networks for clear comprehension. Then, we formulate a Spectral Efficiency (SE) maximization problem for RIS-enhanced UC networks. For solving the non-convex problem, we divide it into three subproblems and propose a joint optimization framework for optimizing AP-user association, active beamforming of multiple antennas at the APs, and the passive beamforming of the RIS. Besides, a channel gain based association method coupled with the design of RIS is proposed to construct a dynamic and efficient association. The subproblems about optimizing active and passive beamforming are solved with the fractional programming. Simulation results show that the proposed joint optimization framework for RIS-enhanced UC networks can obtain good SE compared with other benchmark schemes.
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