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Hybrid precoder and combiner design with finite resolution PSs for mmWave MIMO systems

机译:Hybrid预编码器和组合器设计,具有用于MMWAVE MIMO系统的有限分辨率PSS

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摘要

Hybrid precoding and combining have been considered as a promising technology, which can provide a compromise between hardware complexity and system performance in millimeter wave multiple-input multiple-output systems. However, most existing hybrid precoder and combiner designs generally assume that infinite resolution phase shifters (PSs) are used to produce the analog beamformers. In a practical scene, the design with accurate PSs can lead to high hardware cost and power consumption. In this paper, we investigate the hybrid precoder and combiner design with finite resolution PSs in millimeter wave systems. We employ alternate optimization as the main strategy to jointly design analog precoder and combiner. In addition, we propose a low complexity algorithm, where the analog beamformers are implemented only by finite resolution PSs to maximize spectral efficiency. Then, the digital precoder and combiner are designed based on the obtained analog beamformers to improve the spectral efficiency. Finally, simulation results and mathematical analysis show that the proposed algorithm with low-resolution PSs can achieve near-optimal performance and have low complexity.
机译:混合预编码和组合已被认为是一个有希望的技术,可以在毫米波多输入多输出系统中提供硬件复杂性和系统性能之间的折衷。然而,大多数现有的混合预编码器和组合器设计通常假设无限分辨率相移器(PSS)用于生产模拟波束形成器。在一个实际的场景中,具有精确PSS的设计可能导致高硬件成本和功耗。在本文中,我们研究了毫米波系统中的有限分辨率PSS的混合式预制件和组合器设计。我们使用替代优化作为共同设计模拟预编码器和组合器的主要策略。此外,我们提出了一种低复杂性算法,其中模拟波束形成器仅通过有限分辨率PSS实现,以最大化光谱效率。然后,基于所获得的模拟波束形成器设计数字预编码器和组合器以提高光谱效率。最后,仿真结果和数学分析表明,具有低分辨率PSS的所提出的算法可以实现近乎最佳性能并具有低复杂性。

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