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首页> 外文期刊>IEEE Transactions on Signal Processing >Nonlinear Distortion Noise and Linear Attenuation in MIMO Systems—Theory and Application to Multiband Transmitters
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Nonlinear Distortion Noise and Linear Attenuation in MIMO Systems—Theory and Application to Multiband Transmitters

机译:MIMO系统中的非线性失真噪声和线性衰减—理论和在多频带发射机中的应用

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摘要

Nonlinear static multiple-input multiple-output (MIMO) systems are analyzed. The matrix formulation of Bussgang's theorem for complex Gaussian signals is rederived and put in the context of the multivariate cumulant series expansion. The attenuation matrix is a function of the input signals' covariance and the covariance of the input and output signals. The covariance of the distortion noise is in addition a function of the output signal's covariance. The effect of the observation bandwidth is discussed. Models of concurrent multiband transmitters are analyzed. For a transmitter with dual non-contiguous hands expressions for the normalized mean square error (NMSE) vs input signal power are derived for uncorrelated, partially correlated, and correlated input signals. A transmitter with arbitrary number of non-contiguous hands is analysed for correlated and uncorrelated signals. In an example, the NMSE is higher when the input signals are correlated than when they are uncorrelated for the same input signal power and it increases with the number of frequency hands. A concurrent dual band amplifier with contiguous bands is analyzed; in this case the NMSE depends on the bandwidth of the aggregated signal.
机译:分析了非线性静态多输入多输出(MIMO)系统。重新提出了复杂高斯信号的Bussgang定理的矩阵公式,并将其置于多元累积量级数展开的背景下。衰减矩阵是输入信号的协方差以及输入和输出信号的协方差的函数。此外,失真噪声的协方差是输出信号协方差的函数。讨论了观察带宽的影响。分析了并发多频带发射机的模型。对于具有双不连续指针的发射机,针对不相关,部分相关和相关的输入信号,得出归一化均方误差(NMSE)与输入信号功率的关系式。分析具有任意数量的不连续指针的发射机,以获取相关信号和不相关信号。在一个示例中,对于相同的输入信号功率,当输入信号相关时的NMSE高于不相关时的NMSE,并且随着频率指针的数量而增加。分析了具有相邻频带的并发双频带放大器;在这种情况下,NMSE取决于聚合信号的带宽。

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