Hybrid precoding for multi-user mmWave systems based on MMSE criterion

Jiaqi Cong, Xianchi Li, Y. Zhu
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引用次数: 13

Abstract

Millimeter wave (mmWave) communication has been considered as a key technology for future 5G or beyond wireless communication systems due to its huge spectrum bandwidth and great potential when combined with the large scale antenna technology. Considering the new challenge of high hardware cost and huge power consumption with the increase of bandwidth and number of antennas, hybrid digital and analog signal processing has been receiving a lot of interest recently. This paper investigates the hybrid precoding for multi-user communication in a downlink mmWave system, aiming at minimizing the sum of the users' mean square errors (sum-MSE) with the constraints of maximum transmit power and constant modulus for the phase shifters in the radio frequency precoding block. A two-stage optimization scheme is proposed to obtain a near-optimal solution. Simulation results show that the proposed hybrid precoding scheme performs closely to the fully digital precoding scheme.
基于MMSE准则的多用户毫米波系统混合预编码
毫米波(mmWave)通信由于其巨大的频谱带宽和与大规模天线技术相结合的巨大潜力,被认为是未来5G或以后无线通信系统的关键技术。考虑到带宽和天线数量的增加所带来的高硬件成本和巨大功耗的新挑战,数字模拟混合信号处理近年来受到了人们的广泛关注。本文研究了下行毫米波系统中多用户通信的混合预编码,其目的是在最大发射功率和射频预编码块中移相器模量恒定的约束下,使用户均方误差(sum- mse)的总和最小。为了获得近似最优解,提出了一种两阶段优化方案。仿真结果表明,所提出的混合预编码方案性能接近全数字预编码方案。
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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