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Precoding Weight Interpolation Method to Mitigate Spectrum Efficiency Loss of Vector Perturbation Based Multiuser MIMO with Limited CSI Feedback

机译:预编码权重插值方法可减轻基于矢量摄动的有限CSI反馈多用户MIMO的频谱效率损失

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摘要

Vector perturbation (VP) algorithm requires perfect channel state information (CSI) for optimal perturbation vector search and generating a spatial filter to pre-equalize the MIMO channel function. Due to the limited CSI feedback and realistic computational complexity (CC) due to hardware implementation, MU-MIMO OFDM system will yield the inefficient perturbated vector and mismatched spatial filter which causes large spectrum efficiency (SE) loss. In this paper, by simulation, it shows that most of performance loss of VP algorithm is derived from the mismatched spatial filter. Therefore, we propose a low-complexity linear interpolation for spatial filter to reduce the SE loss. The proposed interpolation scheme firstly rebuilds the CSI of partial subcarriers from limited feedback CSI by time and frequency domain transformation (TFT). After that, the spatial filter matrices of these partial subcarriers are calculated. Finally the spatial filter matrices of all subcarriers are interpolated by a linear interpolation. The complexity analysis and simulated results show that the proposed interpolation scheme can reduce the SE loss of VP based MU-MIMO OFDM system with low computational complexity.
机译:矢量扰动(VP)算法需要完美的信道状态信息(CSI),以实现最佳扰动矢量搜索并生成空间滤波器以使MIMO信道功能预先均衡。由于有限的CSI反馈和硬件实现带来的实际计算复杂度(CC),MU-MIMO OFDM系统会产生低效的扰动矢量和不匹配的空间滤波器,从而导致较大的频谱效率(SE)损失。本文通过仿真表明,VP算法的大部分性能损失是由不匹配的空间滤波器引起的。因此,我们提出了一种用于空间滤波器的低复杂度线性插值算法,以减少SE损失。所提出的内插方案首先通过时域和频域变换(TFT)从有限的反馈CSI中重建部分子载波的CSI。之后,计算这些部分子载波的空间滤波器矩阵。最后,通过线性插值对所有子载波的空间滤波器矩阵进行插值。复杂度分析和仿真结果表明,所提出的插值方案能够以较低的计算复杂度降低基于VP的MU-MIMO OFDM系统的SE损耗。

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