AWGN通信信道仿真的软硬件设计

C. A. Gómez-Vega, Eduardo G. Hernández, Hugo A. Pérez-Guerrero, David I. Torres-Uresti, J. L. Tecpanecatl-Xihuitl, C. Gutiérrez
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引用次数: 0

摘要

提出了一种模拟加性高斯白噪声(AWGN)信道的硬件/软件设计。本文采用这种工具来评估通信系统的误码率(BER)。噪声发生器的实现是基于中心极限定理,通过累积使用线性同余发生器得到的一致随机变量的样本。结果表明,从噪声的统计特性来看,研制一种精确的噪声发生器是非常重要的。在这方面,在噪声样本的准确性和发生器的复杂性之间存在权衡。我们展示了当发生器的精度较低时,样本的精度如何影响误码率结果,从而产生相对于理论计算的有意义的误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hardware/Software Design for the Simulation of AWGN Communication Channels
This paper presents a hardware/software design to simulate additive white Gaussian noise (AWGN) channels. Such a tool is employed here to evaluate the bit error rate (BER) of a communication system. The implementation of the noise generator is based on the central limit theorem by means of accumulating samples of a uniform random variable obtained using a linear congruential generator. The results show the importance of developing an accurate noise generator in terms of its statistics. In this regard, there is a trade-off between the accuracy of the noise samples and the complexity of the generator. We show how the accuracy of the samples influences on the BER results producing a meaningful error with respect to theoretical computations when the precision of the generator is low.
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