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Performance Impact of Nonlinear Amplification in Massive MIMO mmWave Systems

机译:大规模MIMO mmWave系统中非线性放大的性能影响

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In order to fulfil the high capacity demands of 5G communications, massive MIMO and millimetre wave are two enabling key technologies considered for future wireless communication. Although these technologies allow huge capacity gains, the radio frequency transceivers employed in this systems induce several hardware impairments as noise quantization (due to resolution quantizers), nonlinear power amplifiers, frequency and phase offsets and in-phase and quadrature imbalance, which lead to a strong nonlinear distortion in the transmitted signal. The impact of these nonlinear effects on the overall performance of hybrid analog-digital massive MIMO millimetre wave OFDM systems is studied in this work, highlighting the importance of its knowledge to improve communication quality. Theoretical analysis of the distortion spectral signal in transmission is assessed and validated for these communication systems, using the quasi-Gaussian nature of the input nonlinear signals. The nonlinearity impact in these systems was observed for different scenarios, where the value of saturation level shows to have a strong influence on the overall system performance.
机译:为了满足5G通信的高容量需求,大规模MIMO和毫米波是考虑用于未来无线通信的两项关键技术。尽管这些技术可实现巨大的容量增益,但此系统中使用的射频收发器会引起多种硬件损害,例如噪声量化(由于分辨率量化器),非线性功率放大器,频率和相位偏移以及同相和正交不平衡,从而导致发射信号中的强烈非线性失真。在这项工作中,研究了这些非线性效应对混合模数大规模MIMO毫米波OFDM系统整体性能的影响,突出了其知识对于提高通信质量的重要性。利用输入非线性信号的准高斯性质,对这些通信系统的传输中失真频谱信号的理论分析进行了评估和验证。在不同的情况下,可以观察到这些系统中的非线性影响,其中饱和水平的值显示出对整个系统性能的强烈影响。

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