Hardware impairments, such as phase noise, quantization errors,non-linearities, and noise amplification, have baneful effects on wirelesscommunications. In this paper, we investigate the effect of hardwareimpairments on multipair massive multiple-input multiple-output (MIMO) two-wayfull-duplex relay systems with amplify-and-forward scheme. More specifically,novel closed-form approximate expressions for the spectral efficiency arederived to obtain some important insights into the practical design of theconsidered system. When the number of relay antennas $N$ increases withoutbound, we propose a hardware scaling law, which reveals that the level ofhardware impairments that can be tolerated is roughly proportional to$\sqrt{N}$. This new result inspires us to design low-cost and practicalmultipair massive MIMO two-way full-duplex relay systems. Moreover, the optimalnumber of relay antennas is derived to maximize the energy efficiency. Finally,Motor-Carlo simulation results are provided to validate our analytical results.
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机译:诸如相位噪声,量化误差,非线性和噪声放大之类的硬件损害对无线通信产生了有害影响。在本文中,我们研究了采用放大转发方案的硬件损害对多对大规模多输入多输出(MIMO)两路全双工中继系统的影响。更具体地说,推导了频谱效率的新型闭合形式近似表达式,以获取对所考虑系统的实际设计的一些重要见解。当中继天线的数量$ N $无限制增加时,我们提出了一种硬件缩放定律,该定律揭示了可以容忍的硬件损害程度大致与$ \ sqrt {N} $成正比。这一新结果激励我们设计低成本,实用的多对大规模MIMO两路全双工中继系统。而且,导出了最佳数量的中继天线以最大化能量效率。最后,提供了Motor-Carlo仿真结果以验证我们的分析结果。
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