Effects of transmit non-linearity on performance of massive MIMO systems

J. Zafar, Usman Mahmood Malik, Imran Rashid, Saqib Ali
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Abstract

The requirement of higher data throughput in wireless communication systems is ever increasing. Exponential growth in mobile data traffic has led researchers to innovative ideas to cater for these new requirements. At present 4th generation wireless systems are being deployed. In near future, data throughput requirements will even surpass this new technology. Research on 5G has already started where, in addition to other technologies Massive MIMO is considered as a strong candidate to cope with the increased bandwidth requirements. Out of the many important parameters which need to be optimized in Massive MIMO systems, non-linear amplification is an important one. This nonlinearity causes impairments in the transmitted signal. Due to these transceiver impairments, restrictions are imposed on the channel estimation accuracy and the capacity of each user in a Massive MIMO scenario. The effect of hardware impairments is more at the User Equipment (UE), however, in large scale arrays the impact of hardware impairments reduces significantly. Transmit power can be reduced and large hardware impairments can be tolerated by capitalizing on the great degree of freedom offered by Massive MIMO. This allows for the use of energy efficient and inexpensive antenna elements. In this study a signal model that incorporates hardware impairments has been derived based on the RAPP Model of non-linear power amplifiers to analyze effects of hardware impairments on signal propagation in LTE systems.
传输非线性对大规模MIMO系统性能的影响
无线通信系统对数据吞吐量的要求越来越高。移动数据流量的指数级增长促使研究人员提出了满足这些新需求的创新想法。目前正在部署第四代无线系统。在不久的将来,数据吞吐量需求甚至会超过这项新技术。5G的研究已经开始,除了其他技术外,大规模MIMO被认为是应对日益增加的带宽需求的有力候选技术。在大规模MIMO系统需要优化的众多重要参数中,非线性放大是一个重要的参数。这种非线性导致传输信号受损。由于这些收发器的缺陷,在大规模MIMO场景中对信道估计精度和每个用户的容量施加了限制。硬件损伤的影响主要集中在用户设备(UE)上,但在大规模阵列中,硬件损伤的影响显著降低。通过利用大规模MIMO提供的巨大自由度,可以降低发射功率,并且可以容忍大型硬件损坏。这允许使用节能和廉价的天线元件。本研究基于非线性功率放大器的RAPP模型,推导了包含硬件损伤的信号模型,分析了硬件损伤对LTE系统中信号传播的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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