地震盲反褶积综述
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摘要
从动态系统角度对地震勘探中盲反褶的有关问题进行分析 ,将线性与非线形地震盲反褶积纳入盲系统辨识的统一框架 .综述了几种重要地震盲反褶积方法的原理与效果 .指明起源于瞬时混合盲反褶积 (或盲源分离 )的独立分量分析 (ICA)方法在解决一般化地震盲反褶积问题上的重要应用前景 ,并给出两种可能的解决方案 .
In this paper, some basic concepts and techniques on seismic blind deconvolution are given in the view of dynamic system in detail. Linear and non-linear seismic blind deconvolution can be discussed in the same frame of Blind System Identification. The authors claimed that, as the method for solving instant mixing blind deconvolution(Blind Separation), Independent Component Analysis(ICA) may be a promising solution for generalized seismic blind deconvolution by introducing two possible programs based on ICA.WT5"HZ
In this paper, some basic concepts and techniques on seismic blind deconvolution are given in the view of dynamic system in detail. Linear and non-linear seismic blind deconvolution can be discussed in the same frame of Blind System Identification. The authors claimed that, as the method for solving instant mixing blind deconvolution(Blind Separation), Independent Component Analysis(ICA) may be a promising solution for generalized seismic blind deconvolution by introducing two possible programs based on ICA.WT5"HZ
引文
[1] RobinsonEA ,TreitelS .GeophysicalSignalAnalysis[M].EnglewoodCliffs:PrenticeHall,1980.
[2] WienerN .Extrapolation,Interpolation,andSmoothingofStationaryTimeSeries[M].NewYork:Wiley,1949.
[3] MendelJM .OptimalSeismicDeconvolution:AnEstimationBasedApproach[M].NewYork:AcademicPress,1983.
[4] OppenheimV ,SchaferRW .DiscreteTimeSignalProcessing[M].EnglewoodCliffs:PrenticeHall,1989.
[5] TriboletJM .SeismicApplicationsofHomomorphicSignalProcessing[M].EnglewoodCliffs:PrenticeHall,1979.
[6] MendelJM .Tutorialonhigher orderstatistics(spectra)insignalpro cessingandsystemtheory,Theoreticalresultsandsomeapplications[J].Proc.IEEE ,1991,79(3):278～305.
[7] LazearGD .Mixed phasewaveletestimationusingfourth ordercumu lants[J].Geophysics,1993,58(7):1043～1051.
[8] ChiCY ,MendelJM ,HampsonD .Acomputationallyfastapproachtomaximum likelihooddeconvolution[J].Geophysics,1984,49(5):550～565.
[9] GoutsiasJ ,MendelJM .Maximumlikelihooddeconvolution:Anopti mizationtheoryperspective[J].Geophysics,1991,51(6):1206～1220.
[10] LavielleM .2DBayesiandeconvolution[J]Geophysics,1991,56(12):2008～2018.
[11] IdierJ,GoussardY .Multichannelseismicdeconvolution[J].IEEETrans.Geosci.RemoteSensing,1993,31(5):961～979.
[12] HaykinS .ArraySignalProcessing[M].NewJersey:PrenticeHall,1985.
[13] HaykinS .BlindDeconvolution[M].NewJersey:PrenticeHall,1994.
[14] MoulinesE ,DuhamelP ,CardosoJ,etal.SubspacemethodsfortheblindidentificationofmultichannelFIRfilters[J].IEEETr.onSP .,1995,33(5):516～525.
[15] HuaY .FastmaximumlikelihoodforblindidentificationofmultipleFIRchannels[J].IEEETr.onSig.Proc.,1996,44(3):661～672.
[16] VeenJV ,TalwarS ,PaulrajA .Asubspaceapproachtoblindspace timesignalprocessingforwirelesscommunicationsystems[J].IEEETr.onSig.Proc.,1997,45(1):173～190.
[17] GesbertD ,DuhamelP ,MayrargueS .Subspace_basedadaptivealgo rithmsfortheblindequalizationofmultichannelFIRfilters[A].In:Proc.EUSIPCO ,Edinburgh,Scotland,1994,172～181.
[18] GiannakisGB ,TepedelenliogluC .Directblindequalizersofmulti pleFIRchannels:Adeterministicapproach[A].In:Proc.ofthe30thAsilomarConference,CA[C],1996.
[19] GesbertD ,DuhamelP .Unimodalblindadaptivechannelequaliza tion:AnRLSimplementationofthemutuallyreferencedequalizers[A].In:Proc.SPAWC .LaBastille,Paris,France:1997,29～32.
[20] MarpleSL .Digitalspectralanalysiswithapplications[M].Engle woodCliffs:PrenticeHall,1987.
[21] AbedMeraimK ,DuhamelP ,GesbertD ,etal.Predictionerrormethodsfortime domainblindidentificationofmulti channelFIRfil ters[J].Proc.ICASSP ,1995,3(12):1968～1971.
[22] PopeKJ,BognerRE .BlindsignalseparationI Linear,instanta neouscombinations[J].DigitalSignalProcessing,1996,6(1):5～11.
[23] PopeKJ ,BognerRE .BlindsignalseparationII Linear,convolutivecombinations[J].DigitalSignalProcessing,1996,6(1):11～16.
[24] TongL ,PerreauS .MultichannelBlindIdentification:FromSubspacetoMaximumLikelihoodMethods[J].ProceedingoftheIEEE ,1998,86(10):112～120.
[25] DonohoD .Onminimumentropydeconvolution,AppliedTimeSeriesAnalysisII[M].NewYork:Academic,1981.
[26] LuoH ,LiY .Applicationofblindchannelidentificationtechniquestoseismicdeconvolution[J].ProceedingofTheIEEE ,1998,86(10):175～183.
[27] RobinsonE .Predictivedeconvolutionandwaveletanalysis[A].In:Intl.Conf.Communications,Computing,Control,SignalProcess ing.Standford:CA ,1996,35～41.
[28] WiggingsRA ,Minimumentropydeconvolution[J].Geoexploration,1978,16(1):21～35.
[29] LiuH ,XuG .,TongL ,etal.Recentdevelopmentsinblindchannelequalization:Fromcyclostaionaritytosubspaces[J].SignalProcess ing,1996,50(1):83～99.
[30] LiuR .Blindsignalprocessing:Anintroduction[A].In:Proc.Intl.Symp.CircuitsandSystems,Atlanta.GA :1996,81～83.
[31] TongL .Multi channelBlindIdentification:FromSubspacetoMaxi mumLikelihoodMethods[J].ProceedingofTheIEEE ,1998,86(10):78～88.
[32] KaaresenKF .Deconvolutionofsparsespiketrainsbyiteratedwin dowmaximization[J].IEEETrans.SignalProcessing,1997,45(5):1173～1183.
[33] ZhangL ,CichockiQA .Blinddeconvolutionofdynamicalsystem:Astate spaceapproach[OL].InvitedpaperforIEEE ,2002.
[34] 何振亚,刘琚,杨绿溪,等.盲均衡和信
[2] WienerN .Extrapolation,Interpolation,andSmoothingofStationaryTimeSeries[M].NewYork:Wiley,1949.
[3] MendelJM .OptimalSeismicDeconvolution:AnEstimationBasedApproach[M].NewYork:AcademicPress,1983.
[4] OppenheimV ,SchaferRW .DiscreteTimeSignalProcessing[M].EnglewoodCliffs:PrenticeHall,1989.
[5] TriboletJM .SeismicApplicationsofHomomorphicSignalProcessing[M].EnglewoodCliffs:PrenticeHall,1979.
[6] MendelJM .Tutorialonhigher orderstatistics(spectra)insignalpro cessingandsystemtheory,Theoreticalresultsandsomeapplications[J].Proc.IEEE ,1991,79(3):278～305.
[7] LazearGD .Mixed phasewaveletestimationusingfourth ordercumu lants[J].Geophysics,1993,58(7):1043～1051.
[8] ChiCY ,MendelJM ,HampsonD .Acomputationallyfastapproachtomaximum likelihooddeconvolution[J].Geophysics,1984,49(5):550～565.
[9] GoutsiasJ ,MendelJM .Maximumlikelihooddeconvolution:Anopti mizationtheoryperspective[J].Geophysics,1991,51(6):1206～1220.
[10] LavielleM .2DBayesiandeconvolution[J]Geophysics,1991,56(12):2008～2018.
[11] IdierJ,GoussardY .Multichannelseismicdeconvolution[J].IEEETrans.Geosci.RemoteSensing,1993,31(5):961～979.
[12] HaykinS .ArraySignalProcessing[M].NewJersey:PrenticeHall,1985.
[13] HaykinS .BlindDeconvolution[M].NewJersey:PrenticeHall,1994.
[14] MoulinesE ,DuhamelP ,CardosoJ,etal.SubspacemethodsfortheblindidentificationofmultichannelFIRfilters[J].IEEETr.onSP .,1995,33(5):516～525.
[15] HuaY .FastmaximumlikelihoodforblindidentificationofmultipleFIRchannels[J].IEEETr.onSig.Proc.,1996,44(3):661～672.
[16] VeenJV ,TalwarS ,PaulrajA .Asubspaceapproachtoblindspace timesignalprocessingforwirelesscommunicationsystems[J].IEEETr.onSig.Proc.,1997,45(1):173～190.
[17] GesbertD ,DuhamelP ,MayrargueS .Subspace_basedadaptivealgo rithmsfortheblindequalizationofmultichannelFIRfilters[A].In:Proc.EUSIPCO ,Edinburgh,Scotland,1994,172～181.
[18] GiannakisGB ,TepedelenliogluC .Directblindequalizersofmulti pleFIRchannels:Adeterministicapproach[A].In:Proc.ofthe30thAsilomarConference,CA[C],1996.
[19] GesbertD ,DuhamelP .Unimodalblindadaptivechannelequaliza tion:AnRLSimplementationofthemutuallyreferencedequalizers[A].In:Proc.SPAWC .LaBastille,Paris,France:1997,29～32.
[20] MarpleSL .Digitalspectralanalysiswithapplications[M].Engle woodCliffs:PrenticeHall,1987.
[21] AbedMeraimK ,DuhamelP ,GesbertD ,etal.Predictionerrormethodsfortime domainblindidentificationofmulti channelFIRfil ters[J].Proc.ICASSP ,1995,3(12):1968～1971.
[22] PopeKJ,BognerRE .BlindsignalseparationI Linear,instanta neouscombinations[J].DigitalSignalProcessing,1996,6(1):5～11.
[23] PopeKJ ,BognerRE .BlindsignalseparationII Linear,convolutivecombinations[J].DigitalSignalProcessing,1996,6(1):11～16.
[24] TongL ,PerreauS .MultichannelBlindIdentification:FromSubspacetoMaximumLikelihoodMethods[J].ProceedingoftheIEEE ,1998,86(10):112～120.
[25] DonohoD .Onminimumentropydeconvolution,AppliedTimeSeriesAnalysisII[M].NewYork:Academic,1981.
[26] LuoH ,LiY .Applicationofblindchannelidentificationtechniquestoseismicdeconvolution[J].ProceedingofTheIEEE ,1998,86(10):175～183.
[27] RobinsonE .Predictivedeconvolutionandwaveletanalysis[A].In:Intl.Conf.Communications,Computing,Control,SignalProcess ing.Standford:CA ,1996,35～41.
[28] WiggingsRA ,Minimumentropydeconvolution[J].Geoexploration,1978,16(1):21～35.
[29] LiuH ,XuG .,TongL ,etal.Recentdevelopmentsinblindchannelequalization:Fromcyclostaionaritytosubspaces[J].SignalProcess ing,1996,50(1):83～99.
[30] LiuR .Blindsignalprocessing:Anintroduction[A].In:Proc.Intl.Symp.CircuitsandSystems,Atlanta.GA :1996,81～83.
[31] TongL .Multi channelBlindIdentification:FromSubspacetoMaxi mumLikelihoodMethods[J].ProceedingofTheIEEE ,1998,86(10):78～88.
[32] KaaresenKF .Deconvolutionofsparsespiketrainsbyiteratedwin dowmaximization[J].IEEETrans.SignalProcessing,1997,45(5):1173～1183.
[33] ZhangL ,CichockiQA .Blinddeconvolutionofdynamicalsystem:Astate spaceapproach[OL].InvitedpaperforIEEE ,2002.
[34] 何振亚,刘琚,杨绿溪,等.盲均衡和信
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