Limited feedback for interference alignment in the K-user MIMO Interference Channel

M. Rezaee, M. Guillaud
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引用次数: 42

Abstract

A simple limited feedback scheme is proposed for interference alignment on the K-user Multiple-Input-Multiple-Output Interference Channel (MIMO-IC). The scaling of the number of feedback bits with the transmit power required to preserve the multiplexing gain that can be achieved using perfect channel state information (CSI) is derived. This result is obtained through a reformulation of the interference alignment problem in order to exploit the benefits of quantization on the Grassmann manifold, which is well investigated in the single-user MIMO channel. Furthermore, through simulations we show that the proposed scheme outperforms the naive feedback scheme consisting in independently quantizing the channel matrices, in the sense that it yields a better sum rate performance for the same number of feedback bits.
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k用户MIMO干扰通道中干扰对准的有限反馈
针对k用户多输入多输出干扰通道(MIMO-IC)的干扰对准问题,提出了一种简单的有限反馈方案。导出了反馈比特数与发射功率的比例关系,以保持使用完美信道状态信息(CSI)可以实现的复用增益。这一结果是通过对干扰对齐问题的重新表述来获得的,目的是利用量化对格拉斯曼流形的好处,这在单用户MIMO信道中得到了很好的研究。此外,通过仿真,我们表明所提出的方案优于由独立量化信道矩阵组成的朴素反馈方案,因为它在相同数量的反馈比特上产生了更好的和速率性能。
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