메뉴 건너뛰기




Volumn 45, Issue 8, 2012, Pages 2052-2063

A repeated single-channel mechanical signal blind separation method based on morphological filtering and singular value decomposition

Author keywords

Fast independent component analysis; Morphological filter; Single channel signal; Singular value decomposition

Indexed keywords

BLIND SEPARATION; FAST INDEPENDENT COMPONENT ANALYSIS; IN-PHASE; MECHANICAL SIGNALS; MORPHOLOGICAL FILTERING; MORPHOLOGICAL FILTERS; ORIGINAL SIGNAL; PSEUDO-SIGNAL; SIGNAL MATRIX; SINGLE-CHANNEL; SINGULAR VALUES;

EID: 84863724624     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2012.05.003     Document Type: Article
Times cited : (39)

References (37)
  • 1
    • 80052273989 scopus 로고    scopus 로고
    • Rolling element bearing fault detection based on optimal antisymmetric real Laplace wavelet
    • K. Feng, Z.N. Jiang, and W. He Rolling element bearing fault detection based on optimal antisymmetric real Laplace wavelet Measurement 44 2011 1582 1591
    • (2011) Measurement , vol.44 , pp. 1582-1591
    • Feng, K.1    Jiang, Z.N.2    He, W.3
  • 3
    • 10444253910 scopus 로고    scopus 로고
    • An application of the independent component analysis to monitor acoustic emission signals generated by termite activity in wood
    • J.J. Gonzalez de la Rosa, and C.G. Puntonet An application of the independent component analysis to monitor acoustic emission signals generated by termite activity in wood Measurement 37 2005 63 76
    • (2005) Measurement , vol.37 , pp. 63-76
    • Gonzalez De La Rosa, J.J.1    Puntonet, C.G.2
  • 4
    • 69749112941 scopus 로고    scopus 로고
    • New method of blind source separation in under-determined mixtures based on singular value decomposition and application
    • (in Chinese)
    • Y.J. Shen, S.P. Yang, and D.S. Kong New method of blind source separation in under-determined mixtures based on singular value decomposition and application Journal of Mechanical Engineering 45 8 2009 64 69 (in Chinese)
    • (2009) Journal of Mechanical Engineering , vol.45 , Issue.8 , pp. 64-69
    • Shen, Y.J.1    Yang, S.P.2    Kong, D.S.3
  • 5
    • 34548034215 scopus 로고    scopus 로고
    • Enhanced eigenvector algorithm for recovering multiple sources of vibration signals in machine fault diagnosis
    • DOI 10.1016/j.ymssp.2007.02.010, PII S0888327007000416
    • P.W. Tse, S. Gontarz, and X.J. Wang Enhanced eigenvector algorithm for recovering multiple sources of vibration signals in machine fault diagnosis Mechanical Systems and Signal Processing 21 2007 2794 2813 (Pubitemid 47284792)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.7 , pp. 2794-2813
    • Tse, P.W.1    Gontarz, S.2    Wang, X.J.3
  • 6
    • 0036532606 scopus 로고    scopus 로고
    • Rolling element bearing fault diagnosis using wavelet packets
    • DOI 10.1016/S0963-8695(01)00044-5, PII S0963869501000445
    • N.G. Nikolaou, and I.A. Antoniadis Rolling element bearing fault diagnosis using wavelet packets NDT&E International 35 2002 197 205 (Pubitemid 33143517)
    • (2002) NDT and E International , vol.35 , Issue.3 , pp. 197-205
    • Nikolaou, N.G.1    Antoniadis, I.A.2
  • 7
    • 0002580546 scopus 로고    scopus 로고
    • Neural approaches to independent component analysis and source separation
    • J. Karhunen Neural approaches to independent component analysis and source separation Neural Computation 99 1998 249 266
    • (1998) Neural Computation , vol.99 , pp. 249-266
    • Karhunen, J.1
  • 8
    • 84861098933 scopus 로고    scopus 로고
    • Blind source separation wavelet denoising and discriminant analysis for EEG artefacts and noise cancelling
    • 10.1016/j.bspc.2011.06.005
    • R. Romo Vázquez, H. Vélez-Pérez, and R. Ranta Blind source separation wavelet denoising and discriminant analysis for EEG artefacts and noise cancelling Biomedical Signal Processing Control 2011 10.1016/j.bspc.2011.06.005
    • (2011) Biomedical Signal Processing Control
    • Romo Vázquez, R.1    Vélez-Pérez, H.2    Ranta, R.3
  • 9
    • 31544453294 scopus 로고    scopus 로고
    • Fetal heart rate monitoring based on independent component analysis
    • DOI 10.1016/j.compbiomed.2004.11.004, PII S0010482505000041
    • Farshid Soheili Najafabadi, Edmond Zahedi, and Mohd Alauddin Mohd Ali Fetal heart rate monitoring based on independent component analysis Computers in Biology and Medicine 36 2006 241 252 (Pubitemid 43156388)
    • (2006) Computers in Biology and Medicine , vol.36 , Issue.3 , pp. 241-252
    • Najafabadi, F.S.1    Zahedi, E.2    Mohd Ali, M.A.3
  • 10
    • 0036790850 scopus 로고    scopus 로고
    • Image denoising using self-organizing map-based nonlinear independent component analysis
    • H. Michel, H.J. Yin, and N.M. Allinson Image denoising using self-organizing map-based nonlinear independent component analysis Neural Networks 15 2002 1085 1098
    • (2002) Neural Networks , vol.15 , pp. 1085-1098
    • Michel, H.1    Yin, H.J.2    Allinson, N.M.3
  • 11
    • 34447270982 scopus 로고    scopus 로고
    • Optimal soft morphological filter for periodic noise removal using a particle swarm optimiser with passive congregation
    • DOI 10.1016/j.sigpro.2007.05.024, PII S0165168407001946
    • T.Y. Ji, Z. Lu, and Q.H. Wu Optimal soft morphological filter for periodic noise removal using a particle swarm optimiser with passive congregation Signal Processing 87 2007 2799 2809 (Pubitemid 47048850)
    • (2007) Signal Processing , vol.87 , Issue.11 , pp. 2799-2809
    • Ji, T.Y.1    Lu, Z.2    Wu, Q.H.3
  • 12
    • 80055074984 scopus 로고    scopus 로고
    • Visual-oriented morphological foreground content grayscale frames interpolation method
    • p. 1-3
    • D.N. Vizireanu, and R.M. Udrea Visual-oriented morphological foreground content grayscale frames interpolation method Journal of Electronic Imaging 18 2 2009 020502 p. 1-3
    • (2009) Journal of Electronic Imaging , vol.18 , Issue.2 , pp. 020502
    • Vizireanu, D.N.1    Udrea, R.M.2
  • 13
    • 80055091203 scopus 로고    scopus 로고
    • Morphological skeleton decomposition interframe interpolation method
    • p. 1-3
    • D.N. Vizireanu, S. Halunga, and G. Marghescu Morphological skeleton decomposition interframe interpolation method Journal of Electronic Imaging 19 2 2010 023018 p. 1-3
    • (2010) Journal of Electronic Imaging , vol.19 , Issue.2 , pp. 023018
    • Vizireanu, D.N.1    Halunga, S.2    Marghescu, G.3
  • 14
    • 80455125933 scopus 로고    scopus 로고
    • Morphological shape decomposition interframe interpolation method
    • p. 1-5
    • D.N. Vizireanu Morphological shape decomposition interframe interpolation method Journal of Electronic Imaging 2008 013007 p. 1-5
    • (2008) Journal of Electronic Imaging , pp. 013007
    • Vizireanu, D.N.1
  • 15
    • 34248666738 scopus 로고    scopus 로고
    • Generalizations of binary morphological shape decomposition
    • p. 1-6
    • D.N. Vizireanu Generalizations of binary morphological shape decomposition Journal of Electronic Imaging 16 1 2007 01302 p. 1-6
    • (2007) Journal of Electronic Imaging , vol.16 , Issue.1 , pp. 01302
    • Vizireanu, D.N.1
  • 16
    • 34249072497 scopus 로고    scopus 로고
    • Iterative generalization of morphological skeleton
    • p. 1-3
    • R.M. Udrea, and D.N. Vizireanu Iterative generalization of morphological skeleton Journal of Electronic Imaging 16 1 2007 010501 p. 1-3
    • (2007) Journal of Electronic Imaging , vol.16 , Issue.1 , pp. 010501
    • Udrea, R.M.1    Vizireanu, D.N.2
  • 17
  • 18
    • 84655169953 scopus 로고    scopus 로고
    • Empirical mode decomposition and principal component analysis implementation in processing non-invasive cardiovascular signals
    • Eduardo Pinheiro, Octavian Postolache, and Pedro Girão Empirical mode decomposition and principal component analysis implementation in processing non-invasive cardiovascular signals Measurement 45 2012 175 181
    • (2012) Measurement , vol.45 , pp. 175-181
    • Pinheiro, E.1    Postolache, O.2    Girão, P.3
  • 19
    • 84856733743 scopus 로고    scopus 로고
    • Variable cosine windowing of intrinsic mode functions: Application to gear fault diagnosis
    • Anand Parey, and Ram Bilas Pachori Variable cosine windowing of intrinsic mode functions: application to gear fault diagnosis Measurement 45 2012 415 426
    • (2012) Measurement , vol.45 , pp. 415-426
    • Parey, A.1    Pachori, R.B.2
  • 20
    • 81855201771 scopus 로고    scopus 로고
    • A novel intelligent gear fault diagnosis model based on EMD and multi-class TSVM
    • Z.J. Shen, X.F. Chen, and X.L. Zhang A novel intelligent gear fault diagnosis model based on EMD and multi-class TSVM Measurement 45 2012 30 40
    • (2012) Measurement , vol.45 , pp. 30-40
    • Shen, Z.J.1    Chen, X.F.2    Zhang, X.L.3
  • 21
  • 22
    • 79960171414 scopus 로고    scopus 로고
    • Power signal separation in milling process based on wavelet transform and independent component analysis
    • H. Shao, X.H. Shi, and L. Li Power signal separation in milling process based on wavelet transform and independent component analysis International Journal of Machine Tools & Manufacture 51 2011 701 710
    • (2011) International Journal of Machine Tools & Manufacture , vol.51 , pp. 701-710
    • Shao, H.1    Shi, X.H.2    Li, L.3
  • 23
    • 84856713392 scopus 로고    scopus 로고
    • A novel linear ridgelet network approach for analog fault diagnosis using wavelet-based fractal analysis and kernel PCA as preprocessors
    • Y.Q. Xiao, and L.G. Feng A novel linear ridgelet network approach for analog fault diagnosis using wavelet-based fractal analysis and kernel PCA as preprocessors Measurement 45 2012 297 310
    • (2012) Measurement , vol.45 , pp. 297-310
    • Xiao, Y.Q.1    Feng, L.G.2
  • 24
    • 84856701354 scopus 로고    scopus 로고
    • Denoising ultrasonic pulse-echo signal using two-dimensional analytic wavelet thresholding
    • Mohammad R. Hoseini, M.J. Zuo, and X.D. Wang Denoising ultrasonic pulse-echo signal using two-dimensional analytic wavelet thresholding Measurement 45 2012 255 267
    • (2012) Measurement , vol.45 , pp. 255-267
    • Hoseini, M.R.1    Zuo, M.J.2    Wang, X.D.3
  • 25
    • 0042381324 scopus 로고    scopus 로고
    • Application of morphological operators as envelope extractors for impulsive-type periodic signals
    • N.G. Nikolaou, and I.A. Antoniadis Application of morphological operators as envelope extractors for impulsive-type periodic signals Mechanical Systems and Signal Processing 17 6 2003 1147 1162
    • (2003) Mechanical Systems and Signal Processing , vol.17 , Issue.6 , pp. 1147-1162
    • Nikolaou, N.G.1    Antoniadis, I.A.2
  • 26
    • 33751109503 scopus 로고    scopus 로고
    • Processing of sampled power system data based on generalized morphological filtering
    • Q.M. Zhang, and H.J. Liu Processing of sampled power system data based on generalized morphological filtering Electric Power Automation Equipment 26 10 2006 45 48
    • (2006) Electric Power Automation Equipment , vol.26 , Issue.10 , pp. 45-48
    • Zhang, Q.M.1    Liu, H.J.2
  • 27
    • 33744954542 scopus 로고    scopus 로고
    • Performance assessment of a morphological index in fault prediction and trending of defective rolling element bearings
    • DOI 10.1080/10589750600673568, PII J0688825628361
    • T.I. Patargias, C.T. Yiakopoulos, and I.A. Antoniadis Performance assessment of a morphological index in fault prediction and trending of defective rolling element bearings Nondestructive Testing and Evaluation 21 1 2006 39 60 (Pubitemid 43852935)
    • (2006) Nondestructive Testing and Evaluation , vol.21 , Issue.1 , pp. 39-60
    • Patargias, T.I.1    Yiakopoulos, C.T.2    Antoniadis, I.A.3
  • 28
    • 77955285092 scopus 로고    scopus 로고
    • A joint adaptive wavelet filter and morphological signal processing method for weak mechanical impulse extraction
    • W. He, N.N. Jiang, and Q. Qin A joint adaptive wavelet filter and morphological signal processing method for weak mechanical impulse extraction Journal of Mechanical Science and Technology 24 8 2010 1709 1716
    • (2010) Journal of Mechanical Science and Technology , vol.24 , Issue.8 , pp. 1709-1716
    • He, W.1    Jiang, N.N.2    Qin, Q.3
  • 29
    • 59049095210 scopus 로고    scopus 로고
    • Morphological undecimated wavelet decomposition for fault diagnostics of rolling element bearings
    • R.J. Hao, and F.L. Chu Morphological undecimated wavelet decomposition for fault diagnostics of rolling element bearings Journal of Sound and Vibration 320 2009 1164 1177
    • (2009) Journal of Sound and Vibration , vol.320 , pp. 1164-1177
    • Hao, R.J.1    Chu, F.L.2
  • 30
    • 0037186381 scopus 로고    scopus 로고
    • A phase-space reconstruction approach to prediction of suspended sediment concentration in rivers
    • DOI 10.1016/S0022-1694(01)00573-X, PII S002216940100573X
    • B. Sivakumar A phase-space reconstruction approach to prediction of suspended sediment concentration in rivers Journal of Hydrology 258 2002 149 162 (Pubitemid 34140299)
    • (2002) Journal of Hydrology , vol.258 , Issue.1-4 , pp. 149-162
    • Sivakumar, B.1
  • 31
    • 0000779360 scopus 로고
    • Detecting strange attractor in turbulence
    • F. Takens Detecting strange attractor in turbulence Lecture Notes in Math 898 1981 361 381
    • (1981) Lecture Notes in Math , vol.898 , pp. 361-381
    • Takens, F.1
  • 32
    • 34548696055 scopus 로고
    • Independent coordinates for strange attractors from mutual information
    • A.M. Fraser, and H.L. Swinney Independent coordinates for strange attractors from mutual information Physical Review A 33 1986 1134 1140
    • (1986) Physical Review A , vol.33 , pp. 1134-1140
    • Fraser, A.M.1    Swinney, H.L.2
  • 33
    • 0001874436 scopus 로고    scopus 로고
    • Practical method for determining the minimum embedding dimension of a scalar time series
    • PII S0167278997001188
    • L. Cao Practical method for determining the minimum embedding dimension of a scalar time series Physcai D 110 1997 43 50 (Pubitemid 127701588)
    • (1997) Physica D: Nonlinear Phenomena , vol.110 , Issue.1-2 , pp. 43-50
    • Cao, L.1
  • 35
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • A. Hyvärinen Fast and robust fixed-point algorithms for independent component analysis IEEE Transactions on Neural Networks 10 1999 626 634
    • (1999) IEEE Transactions on Neural Networks , vol.10 , pp. 626-634
    • Hyvärinen, A.1
  • 36
    • 33745195698 scopus 로고    scopus 로고
    • Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network
    • DOI 10.1016/j.neucom.2005.11.004, PII S0925231206000063
    • L. Shang, D.S. Huang, and J.X. Du Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network Neurocomputing 69 2006 1782 1786 (Pubitemid 43906078)
    • (2006) Neurocomputing , vol.69 , Issue.13-15 , pp. 1782-1786
    • Shang, L.1    Huang, D.-S.2    Du, J.-X.3    Zheng, C.-H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.