异步DS/CDMA通信系统的误码率估计

K. B. Letaief, J. Chuang, J. Sadowsky
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引用次数: 6

摘要

本文研究了码分多址(CDMA)通信的性能。我们特别感兴趣的是平均误码率(BER)的评估,这在大多数实际情况下都不能解析地执行。传统的蒙特卡罗模拟可以提供一种替代的性能评估工具。不幸的是,这种方法经常受到过多计算负担的限制。重要性抽样是一种改进的蒙特卡罗技术,它可以显著降低实现精确蒙特卡罗估计所需的计算成本。我们描述了这种方法背后的基本原理。特别地,我们说明了它用于异步直接序列(DS)的CDMA系统的有效仿真,该系统采用二元相移键控调制以及针对各种系统参数的特定签名序列。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
BER estimation of asynchronous DS/CDMA communications systems
This paper considers the performance of code division multiple access (CDMA) communications. Of particular interest is the evaluation of the average bit error rate (BER) which cannot be performed analytically in most practical situations. Conventional Monte Carlo simulation can provide an alternative performance evaluation tool. Unfortunately, such an approach is often limited by the excessive computational burden. Importance sampling is a modified Monte Carlo technique which can significantly reduce the computational cost required to achieve accurate Monte Carlo estimates. We describe the basic principles behind this method. In particular, we illustrate its use for the efficient simulation of asynchronous direct-sequence (DS) based CDMA systems employing binary phase shift keying modulation along with specific signature sequences for a variety of system parameters.
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