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首页> 外文期刊>IEEE communications letters >Iterative Hybrid Precoder and Combiner Design for mmWave Multiuser MIMO Systems
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Iterative Hybrid Precoder and Combiner Design for mmWave Multiuser MIMO Systems

机译:mmWave多用户MIMO系统的迭代混合预编码器和组合器设计

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摘要

This letter investigates analog/digital hybrid precoder and combiner design for millimeter wave (mmWave) multiuser multiple-input multiple-output (MU-MIMO) systems. We propose a novel iterative algorithm for the joint hybrid precoder and combiner design by exploiting the duality of the uplink and downlink MU-MIMO channels. For the initialization stage, the proposed algorithm selects the analog precoder-combiner pair based on the orthogonal matching pursuit (OMP) algorithm to enhance the channel gain, while mitigating the multiple access interference, and obtains the digital combiner via minimum mean square error criterion. Then, the proposed algorithm enhances the performance gradually at each iteration via joint design of the uplink and downlink precoders/combiners. Simulation results demonstrate the significant performance advantages of the proposed precoder and combiner design compared with existing hybrid beamforming algorithms.
机译:这封信研究了毫米波(mmWave)多用户多输入多输出(MU-MIMO)系统的模拟/数字混合预编码器和组合器设计。我们通过利用上行链路和下行链路MU-MIMO信道的对偶性,为联合混合预编码器和组合器设计提出一种新颖的迭代算法。在初始化阶段,该算法基于正交匹配追踪(OMP)算法选择模拟预编码器-组合器对,以提高信道增益,同时减轻多址干扰,并通过最小均方误差准则获得数字组合器。然后,通过联合设计上行链路和下行链路预编码器/组合器,该算法在每次迭代时逐渐提高了性能。仿真结果表明,与现有的混合波束成形算法相比,所提出的预编码器和组合器设计具有明显的性能优势。

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