Sparse RIS in Multi User MIMO Wireless System

Muhammad Haroon Aurangzeb, F. Akram, I. Rashid, Attiq Ahmed
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Abstract

The reconfigurable intelligent surfaces (RISs) have garnered a lot of interest in the development of smart radios. The acquisition of channel state information in RIS aided systems are extremely challenging as pilot overhead is considerably large. Previous works have shown an improvement in reducing pilot over head by exploiting the structured sparsity. In this contribution, we consider a sparse RIS under the environment of multiuser MIMO communication system by randomly selecting the elements of RIS in uniform planar arrays to eliminate unnecessary elements and to reduce the large pilot overhead. The random distribution models i.e Gaussian, Poisson and Geometric are adopted and analyzed for selection of sparse RIS. The numerical results show a significant improvement in NMSE performance with reduced pilot overhead.
多用户MIMO无线系统中的稀疏RIS
可重构智能表面(RISs)在智能无线电的发展中引起了很大的兴趣。在RIS辅助系统中,由于导频开销相当大,通道状态信息的获取极具挑战性。以前的工作表明,通过利用结构化稀疏性,在减少头顶导频方面有所改进。在这篇论文中,我们考虑了多用户MIMO通信系统环境下的稀疏RIS,通过随机选择均匀平面阵列中的RIS元素来消除不必要的元素并减少大的导频开销。采用高斯、泊松和几何三种随机分布模型进行稀疏RIS的选择分析。数值结果表明,在减少导频开销的情况下,NMSE的性能得到了显著提高。
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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