Outage probability approximation for the wiener filter SINR in MIMO systems

A. Kammoun, M. Kharouf, W. Hachem, J. Najim
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引用次数: 3

Abstract

This paper studies the fluctuations of the post-processing SNR at the output of the linear MMSE receiver in (receive) correlated multiple input multiple output (MIMO) systems. Although it is known that asymptotically, the SNR behaves like a Gaussian random variable, this approximation may yield to inaccurate estimates for small dimension. In order to circumvent this, we use gamma and generalized gamma distributions to approximate the probability distribution of the SINR. The first three asymptotic moments of the SNR are computed and are used to adjust gamma and generalized gamma distributions and to accurately approximate the bit error rate (BER) and its outage probability. We provide simulations which strongly support the gamma approximation, even for a small number of emitting/receive antennas.
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MIMO系统中维纳滤波器信噪比的中断概率逼近
本文研究了相关多输入多输出(MIMO)系统中线性MMSE接收机输出端后处理信噪比的波动。虽然我们知道信噪比的渐近表现为高斯随机变量,但这种近似可能会导致小维度的不准确估计。为了避免这种情况,我们使用伽玛和广义伽玛分布来近似SINR的概率分布。计算信噪比的前三个渐近矩,用于调整伽玛和广义伽玛分布,并精确地近似误码率(BER)及其中断概率。我们提供了强烈支持伽马近似的模拟,即使对于少量的发射/接收天线也是如此。
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