Hilbert‐Huang transform,一种时间尺度的寻找方法
主要内容:
前些天在973年会上宋黎明老师介绍了Hilbert-Huang变换法,简称HHT,说是类似于FFT、小波变换等方法,但最重要的是不需要基底。但也可以发现时变上的一些信息。
于是我也搜一下相关的信息。
从百度百科看到它的主要特点:1.HHT可以分析非平稳信号;2.自适应,无需预先基底(还是有本质函数的,不过是自动去找)。
宋老师当时引用的应该是这篇文章(被引771次):http://adsabs.harvard.edu/abs/1998RSPSA.454..903E
查了一下,ADS也有好些用这个方法的,比如这篇做QPO的:http://adsabs.harvard.edu/abs/2014ApJ...788...31H
还有做太阳flare的:http://adsabs.harvard.edu/abs/2015MNRAS.451.4360K
这个方法也可以用到GRB的光变上来呀,也可以用到SwJ1644+57等类似的源上去。
精彩摘抄:
从百度百科抄下来
文章信息:
有一个综述:
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Title: | A review on Hilbert-Huang transform: Method and its applications to geophysical studies | |
Authors: | Huang, Norden E.; Wu, Zhaohua | |
Affiliation: | AA | |
Publication: | Reviews of Geophysics, Volume 46, Issue 2, CiteID RG2006 (RvGeo Homepage) | |
Publication Date: | 06/2008 | |
Origin: | AGU; WILEY | |
Keywords: | Computational Geophysics: Data analysis: algorithms and implementation, Global Change: Climate variability (1635, 3305, 3309, 4215, 4513), Oceanography: Physical: Surface waves and tides (1222), Seismology: Earthquake ground motions and engineering seismology, Geodesy and Gravity: Earth rotation variations, Hilbert-Huang transform, empirical mode decomposition, Hilbert spectrum analysis, ensemble empirical mode decomposition | |
Abstract Copyright: | Copyright 2008 by the American Geophysical Union. | |
DOI: | 10.1029/2007RG000228 | |
Bibliographic Code: | 2008RvGeo. |
Abstract
Data analysis has been one of the core activities in scientific research, but limited by the availability of有个博客讲怎么使用的:
http://blog.sina.com.cn/s/blog_84024a4a01019pfw.html
有一本书: