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Average Sum-Rate Bound of Multiuser MIMO Beamforming with Direction-Indicating Matrices and Channel Magnitude Feedback

机译:使用方向指示矩阵和频道幅度反馈的多用户MIMO波束成形的平均和速率

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In this paper, we investigate sum-rate bounds for a multiuser beamforming system with feedbacks of direction-indicating (DI) matrices and channel magnitudes. We also adopt a quality-based channel state reporting (QBR) in order to reduce the feedback load in multiuser environments. With QBR, the users with SNR higher than a predefined threshold are allowed to send the feedback information. The feedback consists of only two numbers: a positive real value for the channel magnitude and a positive integer for the index of DI vector. A semi-orthogonal user group and the corresponding beamforming matrix are then constructed by a user selection process using the indices of DI vector. Finding an optimal beamforming matrix is generally known as a difficult nonconvex optimization problem, but using DI matrices may greatly reduce the complexity although there exists some loss on the sum-rate. We obtain upper and lower bounds of the average sum-rate of the proposed scheme and compare the performance with that of an established ZFBF scheme in [1]. Numerical results show that these bounds are valid and the proposed method achieves better performance than the ZFBF scheme when the available feedback bandwidth is small (i.e., the number of mini slots in this paper). And very low feedback-rate also can be obtained especially for a large number of users.
机译:在本文中,我们研究了多用户波束形成系统的和率界限,具有方向指示(DI)矩阵和信道幅度的反馈。我们还采用了基于质量的频道状态报告(QBR),以减少多用户环境中的反馈负载。使用QBR,允许具有高于预定阈值的SNR的用户发送反馈信息。反馈仅包括两个数字:信道级的正实值和DI向量索引的正整数。然后,使用DI向量的指标由用户选择过程构建半正交用户组和相应的波束成形矩阵。找到最佳波束成形矩阵通常称为困难的非凸化优化问题,但是使用DI矩阵可能会大大降低复杂性,尽管总和速率存在一些损失。我们获得所提出的方案的平均和率的上限和下限,并比较[1]中已建立的ZFBF方案的性能。数值结果表明,当可用反馈带宽小(即本文中的迷你插槽的数量时,这些界限有效,所提出的方法比ZFBF方案实现更好的性能。对于大量用户,也可以获得非常低的反馈速率。

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