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Pre- and Post-Coding in Millimeter-Wave Massive MIMO

机译:毫米波大规模MIMO中的预编码和后编码

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摘要

Multiple Input Multiple Output (MIMO) signal processing with full Channel State Information (full-CSI) uses pre-and post-coding at the transmitter and receiver sides, respectively, which is based on singular-value decomposition (SVD) of the channel matrix in case of narrow-band millimeter-wave channels. It is shown in this contribution that such a type of coding can be partly implemented using hardware Butler Matrices, whose design is well established in the literature. This is especially important in millimeter-wave massive MIMO, where fully digital beam-forming is not feasible, and a hybrid analog/digital signal processing becomes necessary. The presented analysis shows clearly how clustered multiple-reflection propagation paths, which typically characterize millimeter-wave channels, are geometrically assigned to the narrow beams simultaneously created by the Butler Matrix. A comparison between fully digital and hybrid MIMO signal processing in terms of the used hardware is also presented. Demonstrating simulations justify the achieved results.
机译:具有完整信道状态信息(full-CSI)的多输入多输出(MIMO)信号处理分别在发射器和接收器侧使用预编码和后编码,这是基于信道矩阵的奇异值分解(SVD)进行的在窄带毫米波信道的情况下。该贡献表明,可以使用硬件巴特勒矩阵来部分地实现这种类型的编码,该硬件的设计在文献中已得到充分确立。这在毫米波大规模MIMO中尤其重要,在毫米波MIMO中,完全数字化波束成形是不可行的,并且混合模拟/数字信号处理变得必要。所呈现的分析清楚地显示了如何典型地表征毫米波通道的聚束多反射传播路径在几何上分配给由巴特勒矩阵同时创建的窄光束。还就所使用的硬件进行了全数字和混合MIMO信号处理之间的比较。演示仿真证明了所取得的结果是正确的。

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