Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Jilin University(Earth Science Edition)》 2012-03
Add to Favorite Get Latest Update

A Method of Curvelet Threshold Denoising Based on Empirical Mode Decomposition

Dong Lie-qian1,Li Zhen-chun1,Liu Lei2,Li Zhi-na1,Sang Yun-yun1 1.School of Geosciences,China University of Petroleum,Qingdao 266555,Shandong,China 2.Shengli Well Logging Co.,Shengli Oil Field,Dongying 257096,Shandong,China  
In order to avoid the loss of effective signal or incomplete suppression of random noise because of single threshold selection in the curvelet threshold denoising method,a new curvelet threshold denoising method based on empirical mode decomposition(EMD) was proposed.Firstly,noise signal was decomposed into a series of intrinsic mode functions(IMF) by EMD.Then according to the distributing level of noise in each IMF,different thresholds were chosen to process the IMFs with noise.Finally,denoised signal was obtained by reconstructing the denoised IMFs and the IMFs without noise.Thanks to the introduction of EMD,different threshould can be chosen to apply to IMFs with various degree noise.In this way,the method can overcome the shortcomings of single threshold selection of Curvelet threshold denoising method.Applying this method to synthetical and real field data sets indicate that it can improve the signal-to-noise ratio,meanwhile,also greatly maintain the effective signal.The method is proved to be an effective and preserved-amplitude denoising way.
【Fund】: 国家自然科学基金项目(40974073);; 国家“863”计划项目(2009AA06Z206);; 国家油气重大专项(2008ZX05014-004-007HZ)
【CateGory Index】: TN911.4
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 10 Hits
1 NIE Peng-fei,ZENG Qian,MA Hai-tao,LI Yue,LIN Hong-boDepartment of Information Engineering,Jilin University,Changchun 130012,China;Reducing Seismic Random Noise:Derivative Operator Constrainted Wiener Filtering[J];Journal of Jilin University(Earth Science Edition);2010-06
2 ZHANG Jun-hua,L Ning,TIAN Lian-yu,LU Wen-zhi,ZHONG Lei(Dept.of Geophysics,China Petroleum University,Dongying,257061);An overview of the methods and techniques for seismic data noise attenuation[J];Progress in Geophysics;2006-02
3 TAN Shan-wen~1,QIN Shu-ren~2,TANG Bao-ping~2(1.Department of Energy & Environment, Engineering Xihua University, Sichuan Chengdu 610039, China;2.College of Mechanical Engineering, Chongqing University, Chongqing 400030, China);The Filtering Character of Hilbert-Huang Transform and Its Application[J];Journal of Chongqing University(Natural Science Edition);2004-02
4 LI Qing-wu,CHEN Xiao-gang(College of Computer and Information Engineering,Hehai University,Changzhou 213022,China);An improved wavelet thresholding method for image denoising[J];Optical Technique;2006-06
5 Li Hai-shan,Wu Guo-chen,Yin Xing-yao School of Geosciences,China University of Petroleum,Qingdao 266555,Shandong,China;Application of Morphological Component Analysis to Remove of Random Noise in Seismic Data[J];Journal of Jilin University(Earth Science Edition);2012-02
6 Zhang Heng-lei1, Zhang Yun-cui2,Song Shuang1 and Liu Tian-you1.1.College of Geophysics and Space Information, China University of Geoscience, Wuhan City, Hubei Province, 430074, China2.GRI, Fifth Geophysical Prospecting Brigade of SINOPEC, Xiangtan City, Hunan Province, 411104, China;Curvelet domain-based prestack seismic data denoise method[J];Oil Geophysical Prospecting;2008-05
7 Yang Liqiang, Song Haibin, Hao Tianvao and Jiang Weiwei.Exploration and Production ResearchInstitute, SINOPEC, Beijing 100083,China;Method of 2-D wavelet transform in attenuating random noise.[J];Geophysical Prospecting For Petrole;2005-01
8 NIU Cong,ZHAN Yi,LI Hui-feng(College of Information Engineering,Chengdu University of Technology,Chengdu 610059,China);THE CONTRAST OF SEVERAL METHODS FOR THE SIGNAL/NOISE RATIO ESTIMATION OF SEISMIC RECORDS[J];Computing Techniques for Geophysical and Geochemical Exploration;2006-01
9 Bao Qianzong,Gao Jinghuai,Chen Wenchao(School of Electronics and Information Engineering,Xi′an Jiaotong University,Xi′an 710049,China);Wave Field Separation of Vertical Seismic Profiling in Curvelet Domain[J];Journal of Xi'an Jiaotong University;2007-06
10 LIU Qing-min,YANG Wu-yang,TIAN Lian-yu,XU Yun-ze,LI Lin (Northwest Branch,Research Institute of Petroleum Exploration and Development,PetroChina,Lanzhou,Gansu 730020,China);Application of Hilbert-Huang Transformation to Noise Elimination of Seismic Data[J];Xinjiang Petroleum Geology;2009-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 DU Xiu-li~1 HE Li-zhi~1 HOU Wei~2 (1.The Key Laboratory of Urban Security and Disaster Engineering(Beijing University of Technology),Ministry of Edueation,Beijing 100022,China; 2.Ordnance Industry Institute of Geotechnical Survey & Design,Beijing 100053,China);A Study of Wavelet Threshold Denoising Based on Empirical Mode Decomposition(EMD)[J];Journal of Beijing University of Technology;2007-03
2 Li Chenggui Li Baogui Sun Dan(School of Instrument Science and Opto-electronics Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Xiong Changyou(Changcheng Institute of Metrology & Measurement,Beijing 100095,China);Application of HHT analysis in surface roughness[J];Journal of Beijing University of Aeronautics and Astronautics;2006-11
3 LI Xi-bing,ZHANG Yi-ping,LIU Zhi-xiang,ZUO Yu-jun,WANG Wei-hua(School of Resources and Safety Engineering,Central South University,Changsha410083,Hunan,China);Wavelet analysis and Hilbert-Huang transform of blasting vibration signal[J];Explosion and Shock Waves;2005-06
4 LIN Hong-bo1,2,LI Yue2,PAN Wei31.College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China2.College of Communication Engineering,Jilin University,Changchun 130012,China3.College of Information and Technology,Hainan University,Haikou 570228,China;Application of Signal Enhancement Method Based on Time-Frequency Peak Filtering to Seismic Data Processing[J];Journal of Jilin University(Earth Science Edition);2007-05
5 SUN Bin1,2,ZHANG Hong-jian1 1.Department of Control Science and Engineering,Zhejiang University,Hangzhou 310027,China;2.College of Metrological Technology and Engineering,China Jiliang University,Hangzhou 310018,China;Research on Extract and Filter of Dynamic Signal of Two-Phase Flow Based on HHT[J];Chinese Journal of Sensors and Actuators;2007-04
6 LIU Jian-jun,HUANG Fang-lin,WANG Xue-min(School of Civil and Architectural Engineering,Central South University,Changsha 410075,China);Noise reduction of bridge vibration signal based on EMD and ARMA model[J];Journal of Railway Science and Engineering;2006-05
7 SUN Qi-feng1,BAI Qing-yun2 1.College of Computer and Communication Engineering,China University of Petroleum,Dongying 257061,China 2.Exploration and Development Institute of Tianjin Branch Company,CNOOC,Tianjin 300452,China;Depth Migration Based on Arbitrarily Wide-Angle Wave Equation with Parameters Optimization[J];Computerized Tomography Theory and Applications;2011-01
8 ZHANG Song,ZHANG Baohui(Xi’an Jiaotong University,Xi’an 710049,China);Application of Hilbert-Huang Transformation in Distance Protection[J];Automation of Electric Power Systems;2010-19
9 ZHANG Jun-hua,L Ning,TIAN Lian-yu,LU Wen-zhi,ZHONG Lei (Dept.of Geophysics,China Petroleum University,Dongying 257061,China);An overview of the methods and techniques for seismic data noise attenuation[J];Progress In Geophysics;2005-04
10 ZHANG Jun-hua,L Ning,TIAN Lian-yu,LU Wen-zhi,ZHONG Lei(Dept.of Geophysics,China Petroleum University,Dongying,257061);An overview of the methods and techniques for seismic data noise attenuation[J];Progress in Geophysics;2006-02
China Proceedings of conference Full-text Database 10 Hits
1 LI Ming-juan, ZHANG Yong-gui, ZHENG He-rong (Exploration and Production Research Institute, SINOPEC, Beijing 100083, China);Method of hydrocarbon detection in carbonate reservoir:An example from Yijiangfang formation of Yanxia block in the south of Tahe oilfield[A];[C];2006
2 CHEN Fa-yu,SHANG Yong-sheng,YANG Chang-chun (Institute of Geology and Geophysics,Chinese academy of Sciences,Beijing 100029,China);A general description of matching pursuits decomposition method[A];[C];2008
3 CHEN Fa-yu,YANG Chang-chun (Institute of Geology and Geophysics,Chinese academy of Sciences,Beijing 100029,China);Seismic signal's decomposition based on matching pursuits method[A];[C];2008
4 FAN Wei-hua~1,YANG Chang-chun~1,SUN Chuan-wen~2,LIU Wen-qing~2 (1.Institute of Geology and Geophysics Chinese Academy of Sciences,Beijing 100029,China 2.University of Petroleum,Beijing 102249,China);Application of prestack time migration for three dimensional seismic data[A];[C];2008
5 QIAN Zhenhua SONG Hanwen (Department of Mechanics and Engineering Science, Fudan University, Shanghai 200433);Studies on Empirical Mode Decomposition (EMD)[A];[C];2005
6 ZHOU Chao,SUN Xi-ping,ZHANG Yan (Research Institute of Petroleum Exploration and Development,PetroChina,Beijing 100083,China);Study on Well-controlling Deconvolution Constrained by S/N Spectrum[A];[C];2010
7 GUO Peng,LIU Huai-shan,LI Zheng-zheng,BAI Lan-shu (Key Lab of Submarine Geosciences and Prospecting Techniques,Ministry of Education, Ocean University of China,Qingdao 266100);Method research of second positioning of shotpoint[A];[C];2009
8 Wang Li Yuan Sanyi Hu Qiuping;A Simple Numerical Simulation Method for Testing Signal Enhancement Technology[A];[C];2009
9 ZHANG Su-zhen (Changzhou Institute of Light Industry Technology,Changzhou,213164,China);Research for Removing Baseline Drift of ECG Based on Empirical Mode Decomposition[A];[C];2009
10 Chun Lin~1,Xuben Wang~1,Sibing Liu~2 1.Chengdu University of technology KLGIT,Sichuan,Chengdu,610059,China 2.State Key Laboratory for Oil and Gas Reservoir Geology and Exploitation,Cheng du University of Technology,Cheng du,610059,China;Random noise decaying of seismic data based on steerable pyramid decomposition[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YANG Bao-jun~1,LI Yue~2, LIU Xiao-hua~2, JIN Lei~2,ZHAO Xue-ping~1, YUAN Ye~2, GAO Ying~1 1.College of GeoExploration Science and Technology, Jilin University, Changchun130026,China 2. College of Telecommunication, Jilin University, Changchun130012,China;Four Processing Techniques for Improving the Seismic Prospecting Records[J];Journal of Jilin University(Earth Science Edition);2006-05
2 GONG Xiang-bo1,HAN Li-guo1,WANG En-li1,Du Li-zhi21.College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China2.College of Construction Engineering,Jilin University,Changchun 130026,China;Denoising Via High Resolution Radon Transform[J];Journal of Jilin University(Earth Science Edition);2009-01
3 NIE Peng-fei,ZENG Qian,MA Hai-tao,LI Yue,LIN Hong-boDepartment of Information Engineering,Jilin University,Changchun 130012,China;Reducing Seismic Random Noise:Derivative Operator Constrainted Wiener Filtering[J];Journal of Jilin University(Earth Science Edition);2010-06
4 DUAN Sheng-quan, HE Zhen-hua, HUANG De-jiCollege of Information Engineering, Chengdu University of Technology, Chengdu 610059, China;Application of the Hilbert-Huang transform to the analysis of seismic signal[J];Journal of Chengdu University of Technology(Science & Technology Edition);2005-04
5 ZHOU Jing, CHEN Yun-ping, ZHOU Ce, LIANG Jin(Wuhan University, Wuhan 430072, China) (State Grid Corporation of China,Beijing 100031, China) (The Electric Power Corporation, Beijing 100031, China);The Application of De-noise Based on Compromise Algorithm Between Soft-thresholding and Hard-thresholding of Wavelet Coefficient for Fault Location[J];Automation of Electric Power Systems;2005-01
6 Li Yunqin(Jianghan Petroleum Institute, Jingsha 434102 )Liu Wenlin (Institute of Bcijing Pctrolcum exploration, Beijing 100083 );GENERAL N-D RADON TRANSFORM[J];PROGRESS IN GEOPHYSICS;1997-04
7 LIU Cai,WANG Dian, YANG Bao-jun,LIU Yang(College of Geo-exploration of Science and Technology, Jilin University, Changchun 130026, China);Apply of 2-D wavelet transforms in surface wave eliminations of seismic exploration[J];Progress In Geophysics;2003-04
8 LIU Xi-wu,LIU Hong,LI You-ming (Institute of Geology & Geophysics,Chinese Academy of Sciences, Beijing 100029,China);High resolution radon transform and its application in seismic signal processing[J];Progress In Geophysics;2004-01
9 ZHANG Jun-hua,L Ning,TIAN Lian-yu,LU Wen-zhi,ZHONG Lei(Dept.of Geophysics,China Petroleum University,Dongying,257061);An overview of the methods and techniques for seismic data noise attenuation[J];Progress in Geophysics;2006-02
10 WU Zhao-cai,LIU Tian-you(Institute of Geophysics and Geomatics,China University of Geosciences,Wuhan 430074,China);Wavelet transform methods in seismic data noise attenuation[J];Progress in Geophysics;2008-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved