Hilbert-Huang变换中的一种端点处理方法

英文篇名：A Boundary-processing Method in Hilbert-Huang Transform
中文刊名：地震研究
英文刊名：Journal of Seismological Research
作者：杜爱明 ; 王彬 ; 杨润海
英文作者：DU Ai-ming1 WANG Bin2 ; 3 YANG Run-hai2(1. Kunming Hydropower Investigation ; Design & Research Institute ; CHECC ; Kunming 650051 ; China) (2.Earthquake Administration of Yunnan Province ; Kunming 650224 ; China)(3.School of Earth and Space Sciences ; University of Science and Technology of China ; Hefei 230026 ; China)
中文关键词：经验模态分解 ; 端点飞翼 ; 三次样条 ; 丽江地震
英文关键词：Empirical Mode Decomposition ; boundary fluctuation ; spline ; Lijiang earthquake
出版日期：2007-01-30
机构：中国水电顾问集团昆明勘测设计研究院,云南省地震局,云南省地震局昆明650051,昆明650224中国科学技术大学地球和空间科学学院,合肥230026,昆明650224
年：2007
期：01
出版单位：地震研究

摘要

在HHT方法中,边界处理问题是经验模态分解过程中的核心问题,处理不好会引起数据端部的“飞翼”,进而“污染”整个数据,使分解的固有模态函数失效。解决此问题有两种方法:在数据两端加子波和在数据两端各添加两个极值点。对仿真信号的处理证明这两种方法都是有效的,而后一种方法效果更好。利用后一种方法,对1996年丽江7.0级地震的一条强余震加速度记录进行了分析,加深了对强地震动特性的了解。
Boundary-processing is crucial to EMD process in HHT, whose failure may cause the invalidity of the decomposed IMF due to boundary fluctuation and the whole data invalidity. We propose two methods to solve this problem, one of which is the addition of wavelet at the data's ends, and the other is the addition of extreme points at the data's ends. The two methods prove to be effective by the processing of emulation signals, and the latter is more effective. We use the proposed methods to analyze an acceleration record of the strong aftershock in the Lijiang MS7.0 earthquake in 1996, and therefore achieving a better understanding of strong motion characteristics.

引文

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