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

机译:K用户MIMO干扰信道中干扰对齐的有限反馈

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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.
机译:针对K用户多输入多输出干扰信道(MIMO-IC)上的干扰对准,提出了一种简单的有限反馈方案。得出反馈位数的数量与保持多路复用增益所需的发射功率的比例关系,该功率可以使用理想信道状态信息(CSI)来实现。该结果是通过重新设计干扰对准问题而获得的,目的是利用格拉斯曼流形上的量化优势,这已在单用户MIMO信道中得到了充分研究。此外,通过仿真,我们表明,在对相同数量的反馈比特产生更好的总速率性能的意义上,所提出的方案优于仅对信道矩阵进行量化的幼稚反馈方案。

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