吉林大学学报(地球科学版)
吉林大學學報(地毬科學版)
길림대학학보(지구과학판)
JOURNAL OF JILIN UNIVERSITY(EARTH SCIENCE EDITION)
2014年
1期
344-349
,共6页
王正海%耿欣%姚卓森%胡光道%方臣
王正海%耿訢%姚卓森%鬍光道%方臣
왕정해%경흔%요탁삼%호광도%방신
经验模态分解%大地电磁%脉冲噪声
經驗模態分解%大地電磁%脈遲譟聲
경험모태분해%대지전자%맥충조성
empirical mode decomposition%magnetotelluric%like-impulse electromagnetic noise
电磁脉冲干扰是大地电磁测深系统(M T )信号的主要噪声之一,严重影响后续视电阻率和阻抗的计算及目标信息的提取。针对脉冲类噪声在时间域中的变化特征,利用经验模态分解(EMD)对脉冲类电磁噪声进行压制处理。首先,对大地电磁信号经EMD分解后得到 N个本征模态函数(IM F);然后,对每一阶的IM F选择一个合适的阀值,对于该IM F中超出该阀值的部分进行截断;最后,进行EM D重构。实测数据测试表明:改正后信号能量损失小,与改正前信号相关性高,可有效地抑制脉冲类噪声干扰。
電磁脈遲榦擾是大地電磁測深繫統(M T )信號的主要譟聲之一,嚴重影響後續視電阻率和阻抗的計算及目標信息的提取。針對脈遲類譟聲在時間域中的變化特徵,利用經驗模態分解(EMD)對脈遲類電磁譟聲進行壓製處理。首先,對大地電磁信號經EMD分解後得到 N箇本徵模態函數(IM F);然後,對每一階的IM F選擇一箇閤適的閥值,對于該IM F中超齣該閥值的部分進行截斷;最後,進行EM D重構。實測數據測試錶明:改正後信號能量損失小,與改正前信號相關性高,可有效地抑製脈遲類譟聲榦擾。
전자맥충간우시대지전자측심계통(M T )신호적주요조성지일,엄중영향후속시전조솔화조항적계산급목표신식적제취。침대맥충류조성재시간역중적변화특정,이용경험모태분해(EMD)대맥충류전자조성진행압제처리。수선,대대지전자신호경EMD분해후득도 N개본정모태함수(IM F);연후,대매일계적IM F선택일개합괄적벌치,대우해IM F중초출해벌치적부분진행절단;최후,진행EM D중구。실측수거측시표명:개정후신호능량손실소,여개정전신호상관성고,가유효지억제맥충류조성간우。
As one of the main noise interferences of the magnetotelluric sounding system (M T ) , like-impulse electromagnetic noise not only affects the count of subsequent apparent resistivity and impedance , but also badly influences the target information extraction . In this paper ,we briefly introduced the basic principles and algorithms of the empirical mode decomposition method (EMD) ,and based on the analysis of actual data ,we discussed its application in magnetotelluric signal processing and noise suppression .First ,we can get intrinsic mode function (IMF) after EMD decomposition from magnetotelluric signal ;then ,select a suitable threshold for each of the IM F and truncated the excess part ;last ,did EMD reconstruction .Test results of field data show that corrected signal is of high correlation coefficient and less energy loss compared with raw signal , and is a high accuracy approximation of raw signal .T he like-impulse noise of field data can be restrained efficiently .