Low Complexity Hybrid Precoder and Combiner Design for mmWave MIMO Systems

Ran Zhang, Wei-chen Zou, Mingyang Cui
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引用次数: 1

Abstract

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.
毫米波MIMO系统的低复杂度混合预编码器和组合器设计
混合预编码技术在毫米波(mmWave)多输入多输出系统中提供了系统性能和硬件复杂性之间的折衷,是一种很有前途的技术。在本文中,我们采用分层思想来简化单用户毫米波系统中混合预编码器和组合器的设计。本文提出了一种低复杂度算法,采用相位提取法联合设计模拟预编码器和组合器,以最大限度地提高频谱效率。然后,在得到的模拟预编码器和组合器的基础上设计数字预编码器和组合器,以提高频谱效率。此外,该算法可以在实际场景中进行修改,在实际场景中只有有限分辨率的移相器。最后,仿真结果和数学分析表明,该算法可以达到接近最优的性能。此外,该算法的计算复杂度低于参考算法。
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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