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Capacity of MIMO channels: asymptotic evaluation under correlated fading

机译:MIMO信道的容量:相关衰落下的渐近评估

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摘要

This paper investigates the asymptotic uniform power allocation capacity of frequency nonselective multiple-input multiple-output channels with fading correlation at either the transmitter or the receiver. We consider the asymptotic situation, where the number of inputs and outputs increase without bound at the same rate. A simple uniparametric model for the fading correlation function is proposed and the asymptotic capacity per antenna is derived in closed form. Although the proposed correlation model is introduced only for mathematical convenience, it is shown that its shape is very close to an exponentially decaying correlation function. The asymptotic expression obtained provides a simple and yet useful way of relating the actual fading correlation to the asymptotic capacity per antenna from a purely analytical point of view. For example, the asymptotic expressions indicate that fading correlation is more harmful when arising at the side with less antennas. Moreover, fading correlation does not influence the rate of growth of the asymptotic capacity per receive antenna with high E/sub b//N/sub 0/.
机译:本文研究在发送器或接收器处具有衰落相关性的频率非选择性多输入多输出信道的渐近均匀功率分配能力。我们考虑渐近情况,其中输入和输出的数量以相同的速率无限制地增加。提出了一种简单的衰落相关函数单参数模型,并以封闭形式导出了每个天线的渐近容量。尽管仅出于数学上的便利而引入了所提出的相关模型,但已表明其形状非常接近指数衰减的相关函数。从纯粹的分析角度来看,获得的渐近表达式提供了一种简单而有用的方法,将实际衰落相关性与每个天线的渐近容量相关。例如,渐近表达式表明,当在天线较少的一侧出现时,衰落相关性更加有害。此外,衰落相关不影响具有高E / sub b // N / sub 0 /的每个接收天线的渐近容量的增长率。

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