增强波束形成在多个迭代下行广播信道

Zhenning Shi, Daqing Gu
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摘要

本文研究了MIMO系统下行广播信道的有效波束形成方案。该问题的最优解由于其令人望而却步的复杂性是不可行的,最近的研究集中在降低复杂性的次优方法上。我们首先提出了一种累进波束形成方法,该方法可以最大限度地提高新增加用户的总吞吐量净增益,并在MU-MIMO信道中实现高总吞吐量。然而,数据流之间的性能存在严重的不对称:在较早阶段调度的数据流比在较晚阶段配置的数据流得到更好的保护。然后我们表明,通过迭代更新波束形成矢量可以大大减轻流间不对称。为了提高迭代处理的效率,提出了一种自适应算法,并在可管理的复杂性下显著提高了系统性能。
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Enhanced beamforming over multiple iterations for downlink broadcast channels
In this paper, we investigate efficient beamforming schemes for downlink broadcast channels of MIMO systems. Optimal solution to this problem is known to be infeasible due to the prohibitive complexity and recent research focuses on suboptimal approaches with reduced complexity. We first present a progressive beamforming method that maximizes the net gain in sum throughput for newly added users and achieves high sum throughput in MU-MIMO channels. Nevertheless, there is severe asymmetry in the performance between data streams: data streams scheduled at an earlier stage are better protected compared to their counterparts configured in later stages. We then show that inter-stream asymmetry can be substantially alleviated by updating beamforming vectors over iterations. An adaptive algorithm is developed to enhance the efficiency of iterative processing and is shown to substantially improve the system performance with manageable complexity.
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