Hybrid RIS-assisted interference mitigation for heterogeneous networks

Q2 Mathematics
Abdel Nasser Soumana Hamadou, Ciira wa Maina, M. M. Soidridine
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引用次数: 0

Abstract

Reconfigurable intelligent surfaces (RIS) have evolved as a low-cost and energy- efficient option to increase wireless communication capacity. In this research, we suggest using hybrid RIS (H-RIS) to reduce interference in heterogeneous networks (HetNet). In contrast to traditional passive RIS, a hybrid RIS is suggested, which is fitted with a few active elements to not only reflect but also amplify incident signals for a significant performance increase. By jointly optimising the passive and active coefficients of the H-RIS, we aim to maximise the rate of the small cell user (SUE). We presented an effective alternating optimisation (AO)-based phase shift matrix coefficients (AO-PMC) technique to tackle this problem by iteratively optimising these variables because the optimisation problem is not convex. The simulation results demonstrate that, in comparison to the passive RIS-assisted HetNet scheme and the scheme without RIS, the suggested scheme, with just 8% of active elements, can enable HetNet to gain superior spectral efficiency (SE) and energy efficiency (EE). The outcomes also demonstrate that, in the majority of the cases taken into account, H-RIS can outperform the active RIS-assisted HetNet scheme.
异构网络的混合 RIS 辅助干扰缓解技术
可重构智能表面(RIS)已发展成为提高无线通信容量的低成本、高能效选择。在这项研究中,我们建议使用混合 RIS(H-RIS)来减少异构网络(HetNet)中的干扰。与传统的被动式 RIS 相比,我们提出了一种混合式 RIS,这种 RIS 安装了一些有源元件,不仅能反射入射信号,还能放大入射信号,从而显著提高性能。通过联合优化 H-RIS 的被动和主动系数,我们的目标是最大限度地提高小基站用户(SUE)的速率。由于优化问题不具有凸性,我们提出了一种有效的基于交替优化(AO)的相移矩阵系数(AO-PMC)技术,通过迭代优化这些变量来解决这一问题。模拟结果表明,与无源 RIS 辅助 HetNet 方案和不带 RIS 的方案相比,建议的方案只需 8% 的有源元件,就能使 HetNet 获得更高的频谱效率 (SE) 和能效 (EE)。研究结果还表明,在考虑到的大多数情况下,H-RIS 的性能都优于主动 RIS 辅助 HetNet 方案。
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来源期刊
CiteScore
2.90
自引率
0.00%
发文量
782
期刊介绍: The aim of Indonesian Journal of Electrical Engineering and Computer Science (formerly TELKOMNIKA Indonesian Journal of Electrical Engineering) is to publish high-quality articles dedicated to all aspects of the latest outstanding developments in the field of electrical engineering. Its scope encompasses the applications of Telecommunication and Information Technology, Applied Computing and Computer, Instrumentation and Control, Electrical (Power), Electronics Engineering and Informatics which covers, but not limited to, the following scope: Signal Processing[...] Electronics[...] Electrical[...] Telecommunication[...] Instrumentation & Control[...] Computing and Informatics[...]
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