This paper examines the separation of wireless communication and radar signals, thereby guaranteeing cohabitation and acting as a panacea to spectrum sensing. First, considering that the channel impulse response was known by the receivers (communication and radar), we showed that the optimizing beamforming weights mitigate the interference caused by signals and improve the physical layer security (PLS) of the system. Furthermore, when the channel responses were unknown, we designed an interference filter as a low-complex noise and interference cancellation autoencoder. By mitigating the interference on the legitimate users, the PLS was guaranteed. Results showed that even for a low signal-to-noise ratio, the autoencoder produces low root-mean-square error (RMSE) values.
翻译:本文考察了无线通信和雷达信号的分离,从而保证了共生关系,并作为频谱感测的灵丹妙药。首先,考虑到接收器(通信和雷达)知道频道的脉冲反应,我们表明,最优化的波束重量减轻了信号造成的干扰,改善了系统的物理层安全。此外,当频道的响应不为人知时,我们设计了一个干扰过滤器,作为低复合噪音和干扰取消自动编码器。通过减轻对合法用户的干扰,PLS得到了保证。结果显示,即使信号与噪音比率低,自动电解码器也会产生低根中值错误。