基于熵测度的xDSL/PLC系统脉冲噪声源复杂性分析

Neelima Singh, Brejesh Lall
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引用次数: 0

摘要

本文的主要目的是对有线通信系统中遇到的脉冲噪声进行基于熵测度的复杂度分析。我们在本文中证明了样本熵,这是一种基于信息论的统计度量,能够捕获最常用的家用电器产生的脉冲噪声的时域复杂性(就可变性和规律性而言)。结果表明,基于样本熵特征的脉冲噪声分析也有助于识别主干扰(有源噪声源),从而有助于排除有线通信系统中的性能问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Entropy Measures Based Complexity Analysis of Impulse Noise Sources for xDSL/PLC Systems
The main objective of this paper is to do entropy measures based complexity analysis of impulse noises encountered in wireline communication systems. We have demonstrated in this paper that sample entropy, which is an information theory based statistical measure, is able to capture the time-domain complexity (in terms of variability and regularity) of impulse noises arising from most commonly used domestic electronic appliances. Results show that sample entropy features based analysis of impulse noises may also aid in identifying the primary disturber (active noise source) and thus can be helpful in troubleshooting the performance issues in wireline communication systems.
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