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General analysis of multiuser MIMO systems with regularized zero-forcing precoding under spatially correlated Rayleigh fading channels

机译:空间相关瑞利衰落信道下具有规则归零预编码的多用户MIMO系统的一般分析

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A general framework for the analysis of expected per-user signal-to-interference-plus-noise-ratio (SINR) of a multiuser multiple-input-multiple-output system is presented. Our analysis assumes spatially correlated Rayleigh fading channels with regularized zero-forcing precoding on the downlink. Unlike previous works, our analytical expressions are averaged over the eigenvalue densities of the complex Wishart distributed channel correlation matrix. To aid the derivation of the expected per-user SINR, we derive a closed-form expression for the joint density of two arbitrary eigenvalues of the complex Wishart matrix. In the high signal-to-noise-ratio (SNR) regime, with zero-forcing precoding, we derive analytical expressions to approximate the instantaneous per-user SNR and show that it is approximately gamma distributed. The generality of the approximations is validated with numerical results over a wide range of system dimensions, spatial correlation and SNR levels.
机译:提出了一种用于分析多用户的预期每用户信号到干扰 - 噪声 - 比率(SINR)的一般框架。我们的分析假设空间相关的瑞利衰落通道,下行链路上的正则化零强制预编码。与以前的作品不同,我们的分析表达式在复杂Wishart分布式信道相关矩阵的特征值密度上取平均值。为了帮助衍生预期的每用户SINR,我们得到了复合Wishart矩阵的两个任意特征值的关节密度的闭合形式表达。在高信噪比(SNR)制度中,通过零强制预编码,我们推导了分析表达式以近似瞬时每用户S​​NR,并显示它是近似伽马分布的。近似值的一般性被验证,在多种系统尺寸,空间相关性和SNR水平范围内,数值结果验证。

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