Research on the seismic signal denoising with the LMD and EMD method
In the paper,the LMD(Local mean Decomposition)and EMD(Empirical Mode Decomposition)method are selected to denoise the sensible earthquake signal,the paper analyzes resulting conclusions and compares the denoising performance of the two methods.Experimental results show that the LMD and EMD can both achieve capabilities for denoising signals selfadaptively and improve the quality of signals with noise simultaneously.Two parameters,Correlation Coefficient(NC)and Signal to Noise Ratio(SNR), are adopted to evaluate performance of two algorithms.Corresponding data indicates that components obtained in the decomposition of the seismic signal using LMD have higher correlation degree than that using EMD,meanwhile,the filtered signal owns higher SNR value,all above of which show performance of LMD is slightly more superexcellent than that of the traditional EMD in terms of denoising for seismic signals.
seismic signal denoising LMD EMD correlation degree signal to noise ratio
Jianming Yu Ze Zhang
Inner Mongolia Earthquake Administration College of Electronic Information Engineering,Inner Mongolia University Hohhot,China
国际会议
重庆
英文
767-771
2017-03-25（万方平台首次上网日期，不代表论文的发表时间）