高斯噪声和脉冲噪声加性组合的误差概率

R. Ziemer
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引用次数: 25

摘要

本文利用泊松脉冲噪声模型计算了在脉冲噪声和高斯噪声加性组合下工作的匹配滤波器接收机的误差概率特性。将理论预测与仿真通信系统的实验数据进行了比较。结果表明,在小信噪比下,少量的高斯噪声功率对误差概率有相当大的影响。此外,还发现每个噪声分量可以看作是单独作用的,高斯噪声分量在低信噪比时占主导地位,而脉冲噪声分量在高信噪比时占主导地位。因此,近似误差概率曲线可以用低信噪比下适用于高斯干扰的结果和高信噪比下对应于脉冲背景噪声的渐近公式来计算。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Error Probabilities Due to Additive Combinations of Gaussian and Impulsive Noise
In this paper a Poisson impulse noise model is utilized to calculate error probability characteristics of a matched filter receiver operating in an additive combination of impulsive and Gaussian noise. Comparisons of the theoretical predictions are made with experimental data obtained from a simulated communication system. The results indicate that only a small amount of Gaussian noise power has a considerable effect on the probability of error for small signal-to-noise ratios (SNRs). Also, it is found that each noise component may be looked upon as acting separately, the Gaussian noise component dominating the error probability for low SNRs and the impulsive component dominating for high SNRs. Thus, approximate error probability curves may be calculated by using a result applicable for Gaussian interference at low SNRs, and an asymptotic formula corresponding to impulsive background noise at high SNRs.
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