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《Science of Surveying and Mapping》 2012-03
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Application of EEMD filter in GPS dynamic monitoring data de-nosing

XU Jia①②,MA Feng-hai③,YANG Fan①(①School of Geomatics,Liaoning Technical University,Liaoning Fuxin 123000,China;②Geomatics and Applications Laboratory,Liaoning Technical University,Liaoning Fuxin 123000,China;③Geotechnical and Structural Engineering Research Center,Liaoning Dalian 116622,China)  
To reduce the effects of random noise to GPS signal in structure monitoring,a technique based on EEMD(Ensemble Empirical Mode Decomposition) was studied in the paper.With the EEMD the extremums of the signal were used as scales to decompose data in the time domain and get the IMFs(Intrinsic Mode Function) with their frequencies from high to low.Then based on the frequency spectrum from FT(Fourier Transform) of each IMF a new filter could be establish to de-nose signals.Compared with the wavelet de-nosing method for non-stationary signal with different SNR(Signal to Noise Ratio),it was shown that the result with these two methods were on the same level,but the one with EEMD was more adaptive and could avoid selecting the wavelet.With EEMD filter,the high and low noise in GPS dynamic monitoring signal would be reduced to extract useful vibration response for structure analysis.
【Fund】: 辽宁工程技术大学地理空间信息技术与应用实验室基金项目(2006009);; 辽宁省教育厅项目(2008295)
【CateGory Index】: P228.4
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