多小区大规模MIMO系统中导污染抑制的低复杂度线性预编码

Manman Feng, Yao-hua Xu
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引用次数: 6

摘要

导频污染是由非正交导频序列在上行链路中复用引起的,严重影响大规模多输入多输出系统的性能,因此有必要减少导频污染。在本文中,我们提出了一种先导污染预编码方案,以减轻多细胞先导污染。在上行链路中,我们提出了一种细胞自定义的训练方案,在同一个细胞中使用相同的导频序列,不同的细胞使用正交导频序列,消除了细胞间干扰,人为地引入了细胞内干扰。在下行链路中,我们采用截断多项式展开(Truncated Polynomial Expansion, TPE)预编码来减少小区内干扰,因为TPE预编码的截断多项式可以代替正则化零强迫(regulated Zero-Forcing, RZF)预编码的矩阵反演,从而降低了RZF预编码的复杂度,并通过适当的截断阶数来接近RZF预编码的性能。仿真结果表明了该方案的有效性。
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Low-complexity linear precoding for pilot contamination mitigation in multi-cell massive MIMO systems
The pilot contamination is caused by non-orthogonal pilot sequences reuse in uplink, which affects the performance of Massive MIMO systems seriously, so it is necessary to mitigate pilot contamination. In this paper, we propose a pilot contamination precoding scheme to mitigate multi-cell pilot contamination. In the uplink, we propose a cell-defined training scheme, where the same pilot sequence is used in the same cell, and different cells use orthogonal pilot sequences, which eliminates inter-cell interference and introduces intra-cell interference artificially. In the downlink, we adopt Truncated Polynomial Expansion (TPE) precoding to reduce intra-cell interference, since the truncated polynomial of TPE precoding can replace the matrix inversion of Regularized Zero-Forcing (RZF) precoding, which reduces the complexity of RZF precoding and approximates the performance of RZF precoding by suitable truncation orders. Simulation results show the effectiveness of the proposed scheme.
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