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Issue:
Power spectrum estimation of non-stationary processes via wavelet
Author(s):
KONG Fan
,
LI Jie
Pages:
418
-
428
Year:
2013
Issue:
3
Journal:
Journal of Vibration Engineering
Keyword:
stochastic process
;
non-stationary
;
power spectrum density
;
earthquake excitation
;
wavelet analysis
;
Abstract:
讨论了已有文献中基于一般非正交小波以及广义谐和小波的非平稳随机过程演变功率谱密度(Evolutionary Power Spectral Density,EPSD)估计的问题.在一种新的非平稳随机过程模型(局部平稳小波过程,Locally Stationary Wavelet Process,LSW)的基础上,提出了一种新的估计非平稳随机过程时变功率谱密度的方法.所建议的新方法能与估计非平稳随机过程EPSD的经典方法统一起来,当以上两种方法均使用广义谐和小波时,二者退化为同一形式.为了验证所建议方法的有效性,给出了基于广义谐和小波的多变量均匀调制下非平稳随机地震动互/自功率谱估计的算例.并以汶川8.0级地震中某近场地及远场地上的地震加速度为例,计算得到了其能量在时-频域上的不同分布.
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