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Low Complexity Hybrid Precoder and Combiner Design for mmWave MIMO Systems

机译:mmWave MIMO系统的低复杂度混合预编码器和组合器设计

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Hybrid precoding has been advocated as a promising technology, which can provide a compromise between system performance and hardware complexity in millimeter-wave (mmWave) multiple-input multiple-output systems. In this paper, we adopt a hierarchical idea to simplify hybrid precoder and combiner design in single-user mmWave systems. We propose a low complexity algorithm, which jointly designs analog precoder and combiner by phase extraction method, to maximize spectral efficiency. Then, the digital precoder and combiner are designed based on the obtained analog precoder and combiner to enhance the spectral efficiency. In addition, the proposed algorithm can be modified for practical scenario, where only finite resolution phase shifters are implemented. Finally, simulation results and mathematical analysis show that the proposed algorithm can achieve near-optimal performance. Moreover, the computational complexity of our algorithm is lower than the reference algorithms.
机译:混合预编码已被提倡为有前途的技术,可以在毫米波(mmWave)多输入多输出系统中在系统性能和硬件复杂性之间做出折衷。在本文中,我们采用分层的思想来简化单用户mmWave系统中的混合预编码器和组合器设计。我们提出了一种低复杂度算法,该算法通过相位提取方法共同设计模拟预编码器和组合器,以最大化频谱效率。然后,基于获得的模拟预编码器和合并器,设计数字预编码器和合并器,以提高频谱效率。另外,可以针对实际情况修改所提出的算法,其中仅实现有限分辨率的移相器。最后,仿真结果和数学分析表明,该算法可以达到近乎最优的性能。此外,我们算法的计算复杂度低于参考算法。

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