Fluctuations of the SNR at the wiener filter output for large dimensional signals

A. Kammoun, M. Kharouf, W. Hachem, J. Najim
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引用次数: 4

Abstract

Consider the linear Wiener receiver for multidimensional signals. Such a receiver is frequently encountered in wireless communications and in array processing, and the Signal to noise ratio (SNR) at its output is a popular performance index. The SNR can be modeled as a random quadratic form and in order to study this quadratic form, one can rely on well-know results in Random Matrix Theory, if one assumes that the dimension of the received and transmitted signals go to infinity, their ratio remaining constant. In this paper, we study the asymptotic behavior of the SNR for a large class of multidimensional signals (MIMO, CDMA, MC-CDMA transmissions). More precisely, we provide a deterministic approximation of the SNR, that depends on the system parameters; furthermore, the fluctuations of the SNR around this deterministic approximation are shown to be Gaussian, with variance decreasing as 1/K, where K is the dimension of the transmitted signal.
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维纳滤波器输出大维信号时信噪比的波动
考虑多维信号的线性维纳接收机。这种接收机在无线通信和阵列处理中经常遇到,其输出信噪比(SNR)是一种常用的性能指标。信噪比可以建模为随机二次型,为了研究这种二次型,可以依靠随机矩阵理论中众所周知的结果,如果假设接收和发射信号的维数趋于无穷大,它们的比率保持不变。本文研究了一大类多维信号(MIMO、CDMA、MC-CDMA传输)信噪比的渐近特性。更准确地说,我们提供了信噪比的确定性近似值,这取决于系统参数;此外,信噪比在这个确定性近似周围的波动是高斯的,方差递减为1/K,其中K是传输信号的维数。
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