In this paper, we study the problem of physical layer security in the uplink of millimeter-wave massive multiple-input multiple-output (MIMO) networks and propose a jamming detection and suppression method. The proposed method is based on directional information of the received signals at the base station antenna array. The proposed jamming detection method can accurately detect both the existence and direction of the jammer using the received pilot signals in the training phase. The obtained information is then exploited to develop a channel estimator that excludes the jammer's angular subspace from received training signals. The estimated channel information is then used for designing a combiner at the base station that is able to effectively cancel out the deliberate interference of the jammer. By numerical simulations, we evaluate the performance of the proposed jamming detection method in terms of correct detection probability and false alarm probability and show its effectiveness when the jammer's power is substantially lower than the user's power. Also, our results show that the proposed jamming suppression method can achieve a very close spectral efficiency as the case of no jamming in the network
翻译:在本文中,我们研究了超毫米波大规模多投入多输出(MIIMO)网络上链中物理层安全问题,并提出了干扰检测和抑制方法。拟议方法以基地站天线阵列接收信号的方向信息为基础。拟议的干扰检测方法可以精确地利用培训阶段收到的试点信号探测干扰器的存在和方向。随后,获取的信息被用来开发频道测量器,将干扰器的角子空间从收到的培训信号中排除出去。然后,估计的频道信息用于在基地站设计一个能够有效取消干扰器故意干扰的组合器。通过数字模拟,我们从正确检测概率和假警报概率的角度评价拟议的干扰检测方法的性能,并显示在干扰器的能量大大低于用户的能量时其有效性。此外,我们的结果显示,拟议的干扰方法可以实现非常接近的光谱效率,因为网络中没有干扰。