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An Efficient Hybrid Precoding Scheme for mmWave Massive MIMO Systems

机译:MMWAVE大规模MIMO系统的高效混合预编码方案

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With the explosive increase of data traffic, existing communication network fails to satisfy enormous data and high-rate communication scenarios. As alternative techniques for the next generation communication networks (5G), millimeter wave (mmWave) and massive multiple-input multiple-output (MIMO) have aroused great interest in the research community. In order to improve the hybrid precoding performance based on mmWave massive MIMO, in this paper, we propose an efficient scheme for hybrid precoding with near-optimal performance and low complexity. Here, by dividing the system data rate optimization problem into each sub-antenna optimization, it is observed that we can simply search a precoding vector close to the optimal solution. In addition, simulation results demonstrate that the proposed strategy is a near-optimal method for hybrid precoding based on the mmWave massive MIMO system, and the robustness of the proposed mean is verified among extensive simulation.
机译:随着数据流量的爆炸性增加,现有通信网络无法满足巨大的数据和高速通信场景。作为下一代通信网络(5G),毫米波(MMWAVE)和大规模的多输入多输出(MIMO)引起了对研究界的巨大兴趣的替代技术。为了提高基于MMWAVE大型MIMO的混合预编码性能,本文提出了一种具有近乎最佳性能和低复杂性的杂种预编码方案。这里,通过将系统数据速率优化问题划分为每个子天线优化,观察到我们可以简单地搜索接近最佳解决方案的预编码矢量。此外,模拟结果表明,所提出的策略是基于MM波大量MIMO系统的混合预编码的近最优方法,并且在广泛的模拟中验证了所提出的均值的鲁棒性。

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