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SVD-Based Low-Complexity Hybrid Precoding for Millimeter-Wave MIMO Systems

机译:适用于毫米波MIMO系统的基于SVD的低复杂度混合预编码

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摘要

For millimeter-wave systems, a low-complexity hybrid precoding method is proposed. Specifically, with the aid of the ordered singular value decomposition of channel matrix, we show that the radio frequency (RF) precoding matrix can be straightforwardly derived based on the right singular vectors (RSVs) of channel matrix by applying the phase angles of entries in the RSVs, and hence, the complicated optimization procedures used to search the near-optimum RF precoding matrix can be avoided. Furthermore, the antenna array response vectors at the transmitter are not required. Simulation results show that the proposed method can achieve the similar performance of that achieved by the fully digital optimum precoding method.
机译:对于毫米波系统,提出了一种低复杂度的混合预编码方法。具体来说,借助于信道矩阵的有序奇异值分解,我们表明可以通过应用项的相位角直接基于信道矩阵的右奇异矢量(RSV)直接导出射频(RF)预编码矩阵。从而避免了用于搜索近乎最佳的RF预编码矩阵的复杂优化过程。此外,不需要发射机处的天线阵列响应矢量。仿真结果表明,该方法可以达到与全数字最优预编码方法相似的性能。

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