Design and Development of Novel Hybrid Precoder for Millimeter-Wave MIMO System

K. Srinivas, Srinivasulu Tadisetty
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引用次数: 1

Abstract

Power consumption and hardware cost reduction with the use of hybrid beamforming in large-scale millimeter wave MIMO systems. The large dimensional analog precoding integrates with the hybrid beamforming based on the phase shifters including digital precoding with lower dimensionality. The reduction of Euclidean distance between the hybrid precoder and fully digital is the major problem to overcome the minimization of resultant spectral efficiency. The issue formulates as a fully digital precoder’s matrix factorization problem based on the analog RF precoder matrix and the digital baseband precoder matrix. An additional element-wise unit modulus constraint is imposed by the phase shifters on the analog RF precoder matrix. The traditional methods have a problem of performance loss in spectral efficiency. In the processing time and iteration, high complexities result in optimization algorithms. In this paper, a novel low complexity algorithm proposes which maximizes the spectral efficiency and reduces the computational processing time. 
毫米波MIMO系统中新型混合预编码器的设计与开发
在大规模毫米波MIMO系统中使用混合波束形成可降低功耗和硬件成本。大维模拟预编码与基于移相器的混合波束形成相结合,其中包括低维数字预编码。减小混合预编码器与全数字预编码器之间的欧氏距离是克服最终频谱效率最小化的主要问题。该问题是一个基于模拟射频预编码器矩阵和数字基带预编码器矩阵的全数字预编码器矩阵分解问题。相移器对模拟射频预编码器矩阵施加了额外的单元单元模量约束。传统的方法在频谱效率方面存在性能损失的问题。在处理时间和迭代上,高复杂性导致了优化算法。本文提出了一种新的低复杂度算法,可以最大限度地提高频谱效率,减少计算处理时间。
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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