We consider a hardware-impaired multi-cell Rician faded massive multi-input multi-output (mMIMO) system with two-layer pilot decontamination precoding, also known as large-scale fading precoding (LSFP). Each BS is equipped with a flexible dynamic analog-to-digital converter (ADC)/digital-to-analog converter (DAC) architecture and the user equipments (UEs) have low-resolution ADCs. Further, both BS and UEs have hardwareimpaired radio frequency chains. The dynamic ADC/DAC architecture allows us to vary the resolution of ADC/DAC connected to each BS antenna, and suitably choose them to maximize the SE. We propose a distortion-aware minimum mean squared error (DA-MMSE) precoder and investigate its usage with two-layer LSFP and conventional single-layer precoding (SLP) for hardware-impaired mMIMO systems. We discuss the use cases of LSFP and SLP with DA-MMSE and distortion-unaware MMSE (DU-MMSE) precoders, which will provide critical insights to the system designer regarding their usage in practical systems.
翻译:我们认为,一个硬件有缺陷的多立方体淡化的大型多投入多输出(MSIMO)系统,有两层的试验性净化预编码(又称大规模衰减预编码(LSFP)),每个BS都配备了一个灵活的动态模拟数字转换器(ADC)/数字对数值转换器(DAC)结构,用户设备(UES)有分辨率低的ADCs。此外,BS和UES都有硬性无线电频率链。动态ADC/DAC结构使我们能够改变连接到BS天线的ADC/DAC分辨率,并适当选择它们来尽量扩大SE。我们建议使用一个变相觉最小平均正方形错误(DA-MSE)预编码器,并调查其使用两层LSFP和常规单层预编码(SLP)硬件有缺陷的MIMO系统的情况。我们讨论了使用LSFP和SP的情况,DA-MSE和扭曲软件MMSE系统将关键直观系统(DU-MSE)用于关键直观系统。