可重构智能表面辅助OFDM的无源波束形成设计:一种基于分数规划的方法

Keming Feng, Yijian Chen, Yu Han, Xiao Li, Shi Jin
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引用次数: 1

摘要

可重构智能表面(RIS)是一种低成本设备,旨在实现未来无线通信系统频谱和能源效率的实质性提升。在本文中,我们研究了基于ris的正交频分复用(OFDM)系统的下行传输,并提出了一种低复杂度的无源波束形成优化算法,以最大化所有子载波上可实现的和速率。由于ris诱导的非凸单元模量约束,无源波束形成优化是一个np困难问题。我们通过利用基于分数规划(FP)的方法结合有效的流形优化(MO)方法来克服这一困难。利用本文提出的低复杂度无源波束形成优化算法和充水功率分配,通过交替优化(AO)实现可达和速率的最大化。仿真结果表明,该算法具有较高的平均和速率和较快的收敛速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Passive Beamforming Design for Reconfigurable Intelligent Surface-aided OFDM: A Fractional Programming Based Approach
Reconfigurable intelligent surface (RIS) is a low-cost device envisioned to achieve substantial promotion in both spectrum and energy efficiency in the future wireless communication systems. In this paper, we investigate the downlink transmission of the RIS-enabled orthogonal frequency division multiplexing (OFDM) system, and propose a low-complexity passive beamforming optimization algorithm to maximize the achievable sum-rate over all subcarriers. The passive beam-forming optimization is a NP-hard problem due to the RIS-induced non-convex unit modulus constraints. We conquer this difficulty by exploiting a fractional programming (FP) based approach combined with an efficient manifold optimization (MO) method. With the proposed low-complexity passive beamforming optimization algorithms and water-filling power allocation, the achievable sum rate can then be maximized through alternating optimization (AO). Simulation results indicate that the proposed AO based algorithm performs well in achieving high average sum-rate with a fast convergence rate.
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