多用户大规模MIMO-OFDM系统的混合波束形成设计

Jingbo Du, Wei Xu, Chunming Zhao, L. Vandendorpe
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引用次数: 9

摘要

研究了正交频分复用(OFDM)多用户混合波束形成系统。我们提出了一种基于流形优化的交替优化算法,以最大限度地提高系统的频谱效率。此外,还提出了两种低复杂度的简化方法,对大规模MIMO具有实际意义。仿真结果表明,该方法在全数字波束形成时具有较小的频谱效率差距。采用所提出的设计,在性能上只有边际损失的情况下,获得了显著的成本节约。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hybrid Beamforming Design for Multiuser Massive MIMO-OFDM Systems
A multiuser hybrid beamforming system with orthogonal frequency division multiplexing (OFDM) is considered. We propose an alternating optimization algorithm based on manifold optimization to maximize the performance in terms of the system spectral efficiency. Moreover, two simplified methods with low complexity are also proposed which are of practical relevance for massive MIMO. The proposed methods are verified by simulation results to have smaller spectral efficiency gaps with the fully-digital beamforming than the scheme in another recent research. With the proposed designs, significant cost savings are obtained with only marginal loss in performance.
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