摘要
地震波具有非平稳信号特征,能量分布在一个有限带宽范围内。本文根据小波变换的时频特性和分层分解关系,得到了近地震(震中距小于300km)峰值能量的频率主要集中在3～6Hz频段这一初步结果。统计分析结果证明了这种方法对于近地震波分析的有效性和可靠性,同时也表明基于小波变换的地震相对能量分布特征可以更准确的给出地震信号的细节。结果对于地震震源及地震波传播规律的研究以及工程抗震设计具有一定的参考意义。
Seismic waves have characteristics of non-stationary signals,and their energy distribution is in a finite frequency band.In addition,they contain a significant amount of information about sources and media.Analysis of seismic signals is used to determine the sources and propagation medium and for further study of earthquake mechanisms.Fourier transform is a classic method used for signal processing.Because it is a pure frequency domain analysis method,its shortcoming is lost time information.The Fourier transform method stringently requires that the system is linear and that the signal is stationary.Therefore,high limitations are placed on non-stationary signals.For short-time Fourier transform,constraints of the window function result in difficulties in simultaneously obtaining good resolution in time and frequency domain.Because the wavelet transform has the characteristic of multi-resolution,the time and frequency windows can be dynamically adjusted as the signals changes;thus,the characteristics of local information expression capability is improved in the time and frequency domain.Therefore,the dynamic characteristics of the seismic waves in the frequency and time domain should be determined by the multi-resolution decomposition of seismic signals.In this paper,the multiresolution decomposition of discrete wavelet transform is used to show decomposition of a synthetic waveform that is rebuilt by different level signals of decomposition.The standard square error is 1.554 2e-019,and the root mean square error is 7.351 2e-012 between original and rebuilt signals.The signal is not distorted due to decomposition and reconstruction processing.These results satisfy the requirements of computational analysis.Moreover,nine earthquakes records obtained from the Gansu Seismic Network with a magnitude range of ML3.3-4.2 were processed by using the same methods. Results indicate a relative energy distribution range of 1-15 Hz and an energy peak of 3-6 Hz for the local seismic wave（Δ300 km）.For one earthquake,the rel
出处
《地震工程学报》
CSCD
北大核心
2013年第1期166-170,共5页
China Earthquake Engineering Journal
基金
中国地震局地震预测研究所基本科研业务专项(2009A19)
中国地震局地震行业科研专项(200708031-1)
关键词
近地震波
相对能量
小波变换
多分辨率
频率子带
Local seismic wave
Relative energy
Wavelet transform
Multiresolution
Subband of frequency
