This paper investigates the interference nulling capability of reconfigurable intelligent surface (RIS) in a multiuser environment where multiple single-antenna transceivers communicate simultaneously in a shared spectrum. From a theoretical perspective, we show that when the channels between the RIS and the transceivers have line-of-sight and the direct paths are blocked, it is possible to adjust the phases of the RIS elements to null out all the interference completely and to achieve the maximum $K$ degrees-of-freedom (DoF) in the overall $K$-user interference channel, provided that the number of RIS elements exceeds some finite value that depends on $K$. Algorithmically, for any fixed channel realization we formulate the interference nulling problem as a feasibility problem, and propose an alternating projection algorithm to efficiently solve the resulting nonconvex problem with local convergence guarantee. Numerical results show that the proposed alternating projection algorithm can null all the interference if the number of RIS elements is only slightly larger than a threshold of $2K(K-1)$. For the practical sum-rate maximization objective, this paper proposes to use the zero-forcing solution obtained from alternating projection as an initial point for subsequent Riemannian conjugate gradient optimization and shows that it has a significant performance advantage over random initializations. For the objective of maximizing the minimum rate, this paper proposes a subgradient projection method which is capable of achieving excellent performance at low complexity.
翻译:本文调查了在多用户环境中可重新配置智能表面(RIS)的干扰无效能力,在多用户环境中,多个单安纳收发器在共享频谱中同时进行通信。从理论角度看,我们表明,当RIS和收发器之间的渠道有直观观察线,直接路径被堵时,可以调整TRIS元素的阶段,完全消除所有干扰,并在总美元用户干涉渠道中实现最大自由度(DoF)KK$(DoF),条件是RIS元素的数量超过某些取决于$K$的有限限值。对于任何固定频道的实现,我们将干扰问题视为可行性问题,并提出交替的预测算法,以有效解决由此产生的非 Connovx问题。 数字结果显示,拟议的交替投影算法可以取消所有干扰,如果总价值仅略大于2K(K-1美元)的门槛值。对于实际的总和最大化目标而言,本文件提议在初步预测时,在初步预测时,采用最精确的预测率,然后用最优化的预测方法,以最大幅度的推后推后推后推后推后推后推后推后推后推后推后推后推后推后推平的推后推后推后推后推后推后推后推后推后推后推后推后推后,其为最佳的推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后,推后推后推后推后推后推后推后推后推后推后推后推后推后推后,推后推后推后,推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后的推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后推后的推后的推后的推后,其为