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基于Matlab的信号平稳性检验系统
  • 期刊名称：现代电子技术, 33(3) 2010, 83-86.
  • 时间：0
  • 分类：TP274[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构：[1]华东师范大学信息科技学院,上海200241
  • 相关基金：国家自然科学基金资助项目（60573125,60873264）
  • 相关项目：基于广义柯西过程的网络分形流量的建模理论
关键词： 平稳性检验, 替代数据, 时频分布, 随机信号, stationarity test, surrogate, time - frequency distribution, random signal
中文摘要：

信号的平稳性检验在信号处理中起着十分重要的作用。介绍Matlab环境下设计和实现信号平稳性检验系统。该系统主要利用替代数据的平稳性特点，通过在时频域中分别计算原数据和对应替代数据的平稳度并相互比较，以实现对信号平稳性的检验。它可以求出输入数据的替代数据，并分析原始数据和替代数据的频域和时频域性质，同时还可以通过计算原始数据和替代数据各自时频域的变化程度来判断原始数据的平稳性。该系统提供了友好的用户界面。实验表明，该系统可方便地完成信号的平稳性检验，对于测试数据给出了较好的检验结果。

英文摘要：

Stationarity test remains a challenge problem jn the field of signal processing. Due to the importance of stationarity test,to find a solution to that problem is greatly desired. A stationarity test system designed and implemented based on Matlab is introduced. The system realizes stationarity test via comparing characteristics of original data and surrogate in time - frequency distribution which represent their stationarity. And the comparison on the basis of stationarization property of surrogate which is first explored in time - frequency perspective. The system can make surrogates from original data and display their characteristics in both frequency domain and time - frequency domain. The system can also compare original data with its surrogates in time - frequency domain to determine whether it is stationary or non - stationary. The system gives a friendly interface and is convenient to use. The experiment indicates our system can test stationarity of signal well.

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长相关网络流量在希尔伯特空间中的最优建模
期刊论文 77 会议论文 31 著作 7
基于广义柯西过程的网络分形流量的建模理论
期刊论文 64 会议论文 14 著作 6
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