Low Complexity Passive Beamforming Algorithms for Intelligent Reflecting Surfaces with Discrete Phase-Shifts over OFDM Systems

Adit Jain, D. Rahul, Salil Kashyap, Rimalapudi Sarvendranath
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引用次数: 1

Abstract

In recent literature, intelligent reflecting surfaces (IRS) based wireless system design has been a significant point of excitement among the wireless community. We consider the problem of configuring the IRS elements efficiently and effectively for a practical IRS with discrete phase shifts and coupled elements deployed in an orthogonal frequency-division multiplexing (OFDM) based environment. We propose two near-optimal low complexity extremely scalable heuristic algorithms to design phase shifts at IRS in an OFDM system when the number of bits used to configure the IRS is limited, and the reflected channels via the IRS are spatially correlated. We benchmark the sum data rate performance of our algorithms against the theoretical upper bound and the time performance against the existing successive convex approximation. Results indicate that 4 bits are sufficient to obtain theoretically optimum sum data rates and that our proposed algorithms obtain a good trade-off between complexity and performance.
OFDM系统中具有离散相移的智能反射面低复杂度无源波束形成算法
在最近的文献中,基于智能反射面(IRS)的无线系统设计已经成为无线界的一个重要热点。我们考虑了在正交频分复用(OFDM)环境中部署具有离散相移和耦合元件的实际IRS的有效配置问题。当用于配置IRS的位元数量有限,并且通过IRS的反射信道是空间相关的时,我们提出了两种接近最优的低复杂度、极可扩展的启发式算法来设计OFDM系统中IRS的相移。我们将算法的和数据速率性能与理论上界和时间性能相对于现有的连续凸近似进行基准测试。结果表明,4位足以获得理论上最优的和数据速率,并且我们提出的算法在复杂性和性能之间取得了良好的权衡。
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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