The performance of massive MIMO systems under correlated channel

Xin Fang, Sheng Fang, N. Ying, Haiyan Cao, Chao Liu
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引用次数: 25

Abstract

Most researches on the massive multiple-input multiple-output (MIMO) systems are based on the assumption that the MIMO channels are independent, in reality, the above assumption is very difficult to realize when the number of multiple antennas are very large. Hence the simulation on massive MIMO systems under correlated channels has some degree of guiding significance for practical application of massive MIMO systems. Simulation results show that the performance of massive MIMO systems becomes worse when the correlation coefficients of the channels increase. And when the channel correlation coefficient becomes smaller than a certain small value, the performance of massive MIMO systems will be enhanced quickly as the number of Base Station (BS) antennas increases; while the channel correlation coefficient is larger than the certain value, the performance is enhanced slowly as the number of BS antennas increases.
相关信道下大规模MIMO系统的性能
大多数关于大规模多输入多输出(MIMO)系统的研究都是基于MIMO信道独立的假设,在实际中,当多天线数量非常大时,上述假设很难实现。因此,对相关信道下的大规模MIMO系统进行仿真,对大规模MIMO系统的实际应用具有一定的指导意义。仿真结果表明,随着信道相关系数的增大,大规模MIMO系统的性能变差。当信道相关系数小于某一小值时,随着基站(BS)天线数量的增加,大规模MIMO系统的性能将迅速增强;当信道相关系数大于一定值时,随着BS天线数量的增加,性能的增强速度缓慢。
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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