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首页> 外文期刊>Communications, IEEE Transactions on >Differential Feedback in Codebook-Based Multiuser MIMO Systems in Slowly Varying Channels
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Differential Feedback in Codebook-Based Multiuser MIMO Systems in Slowly Varying Channels

机译:缓慢变化的信道中基于码本的多用户MIMO系统中的差分反馈

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摘要

In downlink multiuser multiple-input multiple-output (MIMO) systems, system performance highly depends on the reliability of downlink channel state information (CSI) at the base station (BS). In frequency division duplexing, the most practical solution is to have downlink CSI from the users fed back to the BS. Most work on this feedback design has assumed independent block fading channels. However, this paper proposes a new differential feedback scheme using the observation that the channel realizations are usually temporally correlated. The sum-rate loss assuming differential feedback is analyzed for a system with the number of users K equal to the number of transmit antennas M. When K > M, a user selection algorithm based on an approximated signal-to-interference plus noise ratio (SINR) estimation is proposed. In simulation results, the proposed differential feedback scheme increases the sum-rate compared to previous differential feedback schemes. Moreover, the proposed user selection algorithm outperforms semi-orthogonal user selection in the moderate signal-to-noise ratio (SNR) region, despite requiring less feedback information. In low mobility channels, utilizing the channels'' time correlation during quantization is shown to play a bigger role in determining sum-rate performance than multiuser diversity for most SNR regimes when a practical number of users is considered.
机译:在下行链路多用户多输入多输出(MIMO)系统中,系统性能高度依赖于基站(BS)的下行链路信道状态信息(CSI)的可靠性。在频分双工中,最实用的解决方案是将来自用户的下行链路CSI反馈到BS。关于这种反馈设计的大多数工作都假设了独立的块衰落通道。然而,本文提出了一种新的差分反馈方案,其使用的观察结果是信道实现通常在时间上相关。对于用户数K等于发射天线数M的系统,分析了假设差分反馈的总和损失。当K> M时,基于近似信号干扰加噪声比的用户选择算法(提出了SINR)估计。在仿真结果中,与以前的差分反馈方案相比,所提出的差分反馈方案提高了总速率。此外,尽管需要较少的反馈信息,但在中等信噪比(SNR)区域中,所提出的用户选择算法优于半正交用户选择。在低移动性信道中,考虑到实际数量的用户,与大多数SNR方案的多用户分集相比,在量化过程中利用信道的时间相关性在确定求和速率性能方面起着更大的作用。

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