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Instantaneous Mutual Information and Eigen-Channels in MIMO Mobile Rayleigh Fading

机译:MIMO移动瑞利衰落中的瞬时互信息和特征信道

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摘要

In this paper, we study two important metrics in multiple-input multiple-output (MIMO) time-varying Rayleigh flat fading channels. One is the eigen-channel, and the other is the instantaneous mutual information (IMI). Their second-order statistics, such as the correlation coefficient, level crossing rate (LCR), and average fade/outage duration, are investigated, assuming a general nonisotropic scattering environment. Exact closed-form expressions are derived and Monte Carlo simulations are provided to verify the accuracy of the analytical results. For the eigen-channels, we found they tend to be spatio-temporally uncorrelated in large MIMO systems. For the IMI, the results show that its correlation coefficient can be well approximated by the squared amplitude of the correlation coefficient of the channel, under certain conditions. Moreover, we also found the LCR of IMI is much more sensitive to the scattering environment than that of each eigen-channel.
机译:在本文中,我们研究了多输入多输出(MIMO)时变瑞利平坦衰落信道中的两个重要指标。一个是本征通​​道,另一个是瞬时互信息(IMI)。假设一般的非各向同性散射环境,研究了它们的二阶统计量,例如相关系数,电平交叉速率(LCR)和平均衰落/中断持续时间。导出了精确的闭式表达式,并提供了蒙特卡洛模拟,以验证分析结果的准确性。对于本征信道,我们发现它们在大型MIMO系统中往往在时空上不相关。对于IMI,结果表明,在一定条件下,其相关系数可以通过通道相关系数的平方幅度很好地近似。此外,我们还发现IMI的LCR对散射环境的敏感度要比每个本征通道的敏感度高得多。

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