Capacity of multi-user MIMO systems with MMSE and ZF precoding

Taek Keun Lyu
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引用次数: 17

Abstract

Spatial multiplexing can be deployed to achieve higher throughput in multi-user multiple-input multiple-output (MU-MIMO) systems. Many linear precoding techniques require each antenna to transmit its own data. The precoding techniques such as zero forcing (ZF) and minimum mean square error (MMSE) have presented for optimal capacity in the system. In this paper, we compare the channel capacity with ZF and MMSE when the relationship between the number of transmitting antennas and the number of receiving antenna changes. We apply the two types of precoding to multiple antennas in MU-MIMO downlink transmissions. We find that their impact on capacity is different, and which one provides higher capacity is dependent on the antenna numbers. The simulation results show the impact on capacity with different combinations of transmitting and receiving antennas. Finally, the simulation results demonstrate that the proposed structure can achieve the capacity-approaching performance of the precoding in different antenna environments.
采用MMSE和ZF预编码的多用户MIMO系统容量
空间复用可以在多用户多输入多输出(MU-MIMO)系统中实现更高的吞吐量。许多线性预编码技术要求每个天线传输自己的数据。提出了零强迫(ZF)和最小均方误差(MMSE)等预编码技术来实现系统的最优容量。在本文中,我们比较了在发射天线数和接收天线数的关系发生变化时信道容量与ZF和MMSE的关系。我们将这两种类型的预编码应用于MU-MIMO下行传输中的多天线。我们发现它们对容量的影响是不同的,哪一个提供更高的容量取决于天线的数量。仿真结果显示了不同发射和接收天线组合对容量的影响。仿真结果表明,该结构在不同的天线环境下均能实现预编码的容量逼近性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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