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首页> 外文期刊>Numerical Algebra, Control and Optimization >A LOW-COMPLEXITY ZERO-FORCING BEAMFORMER DESIGN FOR MULTIUSER MIMO SYSTEMS VIA A DUAL GRADIENT METHOD
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A LOW-COMPLEXITY ZERO-FORCING BEAMFORMER DESIGN FOR MULTIUSER MIMO SYSTEMS VIA A DUAL GRADIENT METHOD

机译:双用户梯度法的多用户MIMO系统低复杂度零强制波束形成器设计

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摘要

In this paper, we consider the zero-forcing beamforming (ZFBF) under the per-antenna power constraints (PAPC). Our objective is to maximize the minimum user information rate. Traditionally, ZFBF under PAPC with a max-min performance measure can be transformed into a second order cone problem and then solved by applying the interior point method. However, it is expensive to realize this design in practice due to high computational complexity per iteration. An alternative low complexity zero-forcing beamformer design is proposed for MU-MIMO systems by applying a dual gradient method. Different from the step size rule in the literature, a backtracking line search is adopted. A numerical example is provided to show the effectiveness of the proposed method.
机译:在本文中,我们考虑了在每个天线功率约束(PAPC)下的零强迫波束成形(ZFBF)。我们的目标是最大化最低用户信息率。传统上,采用最大-最小性能度量的PAPC下的ZFBF可以转换为二阶锥问题,然后通过应用内点法求解。但是,由于每次迭代的计算复杂度高,因此在实践中实现此设计非常昂贵。通过应用双重梯度方法,提出了一种用于MU-MIMO系统的替代性低复杂度零强迫波束形成器设计。与文献中的步长规则不同,采用了回溯线搜索。数值算例表明了该方法的有效性。

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