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Hybrid precoding based on matrix-adaptive method for multiuser large-scale antenna arrays

机译:基于矩阵自适应方法的多用户大规模天线阵列混合预编码

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摘要

Massive multiple-input multiple-output (MIMO) is envisioned to offer a considerable improvement in capacity, but it has a high cost and the radio frequency (RF) chain components have a high power consumption at high frequency. To address this problem, a hybrid analog and digital precoding scheme has been studied recently, which restricts the number of RF chains to far less than the number of antenna elements. In this paper, we consider the downlink communication of a massive multiuser multiple-input single-output (MU-MISO) system and propose an iterative hybrid precoding algorithm to approach the capacity performance of the traditional full digital precoding scheme. We aim to attain a large baseband gain by zero-forcing (ZF) digital precoding on the equivalent channel and then minimize the total power to obtain the optimal RF precoder. Simulation results show that the proposed method can approach the performance of the conventional fully digital precoding with a low computational complexity.
机译:可以设想使用大规模多输入多输出(MIMO)来显着提高容量,但是成本高昂,而且射频(RF)链组件在高频下的功耗也很高。为了解决这个问题,最近已经研究了混合的模拟和数字预编码方案,该方案将RF链的数量限制为远少于天线元件的数量。在本文中,我们考虑了大规模多用户多输入单输出(MU-MISO)系统的下行链路通信,并提出了一种迭代混合预编码算法,以接近传统全数字预编码方案的容量性能。我们旨在通过在等效信道上进行零强制(ZF)数字预编码来获得较大的基带增益,然后将总功率降至最低,以获得最佳的RF预编码器。仿真结果表明,该方法能够以较低的计算复杂度实现传统全数字预编码的性能。

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