The objective of this paper is to develop simple techniques to enhance the performance of multi-user RIS aided wireless systems. Specifically, we develop a novel technique called \textit{channel separation} which provides a better understanding of how the RIS phases affect the uplink sum rate and sum rates for ZF and MMSE linear receivers. Leveraging channel separation, we propose a simple iterative algorithm to improve the uplink sum rate and the sum rates of ZF and MMSE linear receivers when discrete RIS phases are considered. For continuous RIS phases, we derive simple closed form solutions to enhance the uplink sum rate and reduce the total mean square error of the MMSE combiner. The latter metric is a tractable alternative to maximizing sum rates for ZF and MMSE. Numerical simulations are performed for all optimization techniques and the effectiveness of each technique is compared to a full numerical optimization procedure, namely an interior point (IP) algorithm.
翻译:本文的目的是开发简单技术,提高多用户的RIS辅助无线系统的性能。 具体而言,我们开发了一种叫作\ textit{channe separate} 的新型技术,以更好地了解RIS阶段如何影响ZF和MMSE线性接收器的上行链路总和率和总和率。利用频道分离,我们提出一个简单的迭代算法,以便在考虑离散的RIS阶段时,提高ZF和MMSE线性接收器的上行总和率和总和率。对于连续的RIS阶段,我们提出了简单的封闭形式解决方案,以加强上行链路总和率,并减少MMSE组合器的总平均平方差。后一种计量是ZF和MMSE最大总和率的一个可移植的替代方法。对所有优化技术都进行了数值模拟,并将每种技术的有效性与一个完整的数字优化程序,即内部点算法进行比较。