Asymptotic normality of linear CDMA multiuser detect

Dongning Guo, S. Verdú, L. Rasmussen
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引用次数: 9

Abstract

This paper studies the asymptotic distribution of the output of a family of linear multiuser receivers. Every receiver in the family is a function of the channel correlation matrix of a simple form. It is proved that conditioned on almost all spreading codes, the output decision statistic of such a receiver converges to a Gaussian law in distribution as the system size goes to infinity. This set of receivers encompasses a matched filter, MMSE receiver, parallel interference cancelers, and many other linear receivers of interest. The normality principle solidifies the importance of the signal-to-interference ratio in the many-user analysis of linear multiuser detectors.
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线性CDMA多用户检测的渐近正态性
研究了一类线性多用户接收机输出的渐近分布。家族中的每个接收机都是简单形式的信道相关矩阵的函数。证明了在几乎所有扩频码的条件下,当系统规模趋于无穷大时,该接收机的输出决策统计量在分布上收敛于高斯定律。这组接收机包括一个匹配滤波器、MMSE接收机、并行干扰消除器和许多其他感兴趣的线性接收机。在线性多用户检测器的多用户分析中,正态性原理巩固了信干扰比的重要性。
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