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An Efficient Hybrid Precoding Scheme for mmWave Massive MIMO Systems

机译:毫米波大规模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长,现有的通信网络无法满足海量数据和高速率通信场景的需求。作为下一代通信网络(5G)的替代技术,毫米波(mmWave)和大规模多输入多输出(MIMO)引起了研究界的极大兴趣。为了提高基于mmWave大规模MIMO的混合预编码性能,本文提出了一种具有接近最佳性能和低复杂度的有效混合预编码方案。在这里,通过将系统数据速率优化问题划分为每个子天线优化,可以观察到我们可以简单地搜索接近最优解的预编码向量。另外,仿真结果表明,所提出的策略是基于毫米波大规模MIMO系统的混合预编码的近最佳方法,并且在广泛的仿真中验证了所提出的均值的鲁棒性。

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