Enhancement of Spectral and Energy efficiencies of MU-Massive MIMO Systems Employing one-bit A/Ds at Millimeter Waves

S. I. Farghaly, Hussein E. Seleem, A. Hussein, Mustafa M. Abdelnaby
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Abstract

The energy efficiency (EE) is defined as the ratio of spectral efficiency (SE) to power consumption (PC). Therefore, to enhance the EE of the millimeter wave (mm-Wave) massive multiple-input multiple-output (MIMO) systems, the SE must be enhanced or the resolution bits of analogue to digital converters (A/Ds) and digital to analogue converters (D/As) must be reduced. However, reducing the resolution bits leads to SE degradation, it also reduces the PC and increases the quantization noise. To tackle this challenge, we introduce a hybrid precoding and beamforming structure (HP-BF) while using one-bit A/Ds at transceivers for multi-user (MU) massive MIMO systems. The proposed HP-BF mitigates the issues arising from using one-bit resolution via applying digital antenna array beamforming at the base station. The proposed HP-BF is based on the synthesis of the linear antenna array using the well-known GA/L1 beamforming technique for maximum gain realization using the existing transmit antenna elements. This gain maximization enhances the received signal to noise ratio (SNR) giving rise to enhanced SE without adding any complexity to the system. In addition, the PC issue of A/Ds is eliminated due to using one-bit resolution. Thereby, the EE of the proposed HP-BF is enhanced due to SE enhancement and PC minimization. The simulation results exhibit a significant improvement in SE and EE of the proposed system.
毫米波中采用1位A/ d的MU-Massive MIMO系统的频谱和能量效率的提高
能效(EE)的定义是频谱效率(SE)与功耗(PC)的比值。因此,为了提高毫米波(mm-Wave)大规模多输入多输出(MIMO)系统的EE,必须提高SE或降低模数转换器(A/D)和数模转换器(D/As)的分辨率位。然而,减少分辨率比特会导致SE退化,同时也会降低PC并增加量化噪声。为了应对这一挑战,我们引入了混合预编码和波束形成结构(HP-BF),同时在多用户(MU)大规模MIMO系统的收发器上使用1位a / d。提出的HP-BF通过在基站上应用数字天线阵列波束形成,减轻了使用一比特分辨率所产生的问题。所提出的HP-BF是基于线性天线阵列的综合,利用众所周知的GA/L1波束形成技术,利用现有的发射天线元件实现最大增益。这种增益最大化提高了接收的信噪比(SNR),从而提高了SE,而不会增加系统的复杂性。此外,由于采用了1位分辨率,消除了A/ d的PC问题。因此,由于SE增强和PC最小化,所提出的HP-BF的EE得到了提高。仿真结果表明,该系统的SE和EE均有显著提高。
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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