This letter investigates the secure communication in a reconfigurable intelligent surface (RIS)-aided multiuser massive multiple-input multiple-output (MIMO) system exploiting artificial noise (AN). We first derive a closed-form expression of the ergodic secrecy rate under spatially correlated MIMO channels. By using this derived result, we further optimize the power fraction of AN in closed form and the RIS phase shifts by developing a gradient-based algorithm, which requires only statistical channel state information (CSI). Our analysis shows that spatial correlation at the RIS provides an additional dimension for optimizing the RIS phase shifts. Numerical simulations validate the analytical results which show the insightful interplay among the system parameters and the degradation of secrecy performance due to high spatial correlation at the RIS.
翻译:本信调查在利用人工噪音(AN)的可重新配置的智能表面(RIS)辅助多用户大规模多投入多产出(MIMO)系统中的安全通信。 我们首先在空间连接的MIMO频道下得出ERGID保密率的封闭式表达方式。 通过使用这一衍生结果,我们进一步优化了AN封闭式的动力部分和RIS阶段的转变,为此开发了一种梯度算法,这只需要统计频道国家信息。 我们的分析表明,RIS的空间相关性为优化RIS阶段转换提供了额外的层面。 数字模拟验证了分析结果,这些分析结果显示了系统参数之间的有见地互动以及由于RIS高度空间关联而导致的保密性表现的退化。