高速高斯随机数发生器的研究

Byungyang Ahn
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引用次数: 6

摘要

利用高斯随机数发生器模拟无线电信道的衰落现象和加性高斯白噪声。高速高斯随机数发生器是CDMA系统实时信道仿真的重要组成部分,因为信道具有宽带特性。本文提出了一种基于中心极限定理的高斯随机数生成方法,并进行了简单的概率密度转换。使用这种技术,我们可以省略一些输入随机数和加法器,它们是随机数生成器硬件逻辑中相对复杂的组件。
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A study on a high-speed Gaussian random number generator
Gaussian random number generators are employed to simulate the fading phenomena and additive white Gaussian noise of the radio channel. High speed Gaussian random number generators are most important components for the real-time channel simulation of the CDMA systems, because of channel's wideband nature. In this paper we suggest a Gaussian random number generation method, based on central limit theorem with the simple probability density conversion before addition. Using this technique, we can omit some of the input random numbers and adders, which are relatively complex components in the hardware logic of the random number generator.
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