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智能反射面的反馈算法:相移矩阵与单比特反馈。

Feedback algorithms for intelligent reflecting surfaces: Phase shift matrix and single-bit feedback.

作者信息

Sohaib Sarmad, Ahmad Muhammad, Shafi Muhammad

机构信息

Department of Electrical and Electronic Engineering, University of Jeddah, Jeddah, Saudi Arabia.

Department of Electrical Engineering, University of Engineering and Technology, Taxila, Pakistan.

出版信息

PLoS One. 2025 May 8;20(5):e0322183. doi: 10.1371/journal.pone.0322183. eCollection 2025.

Abstract

This paper introduces two innovative feedback algorithms-phase shift matrix (PSM)-based and single-bit feedback (SBF)-based-that improve the efficiency of phase adjustments in intelligent reflecting surfaces (IRS). In the PSM-based algorithm, the IRS phase shift vector is selected from a predefined PSM to maximize the output signal-to-noise ratio (SNR) at the receiver. The receiver then sends back only the index of the optimal phase shift vector to the transmitter. In contrast, the SBF algorithm adjusts the IRS elements using single-bit feedback. Here, the transmitter makes a minor random alteration in the phase of each IRS element at each iteration; simultaneously, the receiver transmits an SBF, indicating whether the SNR improved or deteriorated after the current iteration. The transmitter keeps the "good" phase adjustment and throws away the "bad" ones. Simulation results are produced to compare the performance of both algorithms in terms of average bit error rate, and results show that SBF-based phase adjustment of IRS elements is better than PSM-based phase adjustment.

摘要

本文介绍了两种创新的反馈算法——基于相移矩阵(PSM)的算法和基于单比特反馈(SBF)的算法,它们可提高智能反射面(IRS)中相位调整的效率。在基于PSM的算法中,IRS相移向量从预定义的PSM中选择,以最大化接收器处的输出信噪比(SNR)。然后,接收器仅将最优相移向量的索引发送回发射器。相比之下,SBF算法使用单比特反馈来调整IRS元件。在此,发射器在每次迭代时对每个IRS元件的相位进行微小的随机改变;同时,接收器发送一个单比特反馈,指示当前迭代后SNR是提高还是恶化。发射器保留“好的”相位调整,丢弃“坏的”相位调整。通过仿真结果来比较两种算法在平均误码率方面的性能,结果表明基于SBF的IRS元件相位调整优于基于PSM的相位调整。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9c6f/12061160/ce49ec24c9cb/pone.0322183.g001.jpg

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