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Volumn 71, Issue 10-12, 2008, Pages 2344-2355

Blind source extraction: Standard approaches and extensions to noisy and post-nonlinear mixing

Author keywords

Blind source extraction; Linear predictor; Noisy mixtures; Nonlinear predictor; Post nonlinear model

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; FORECASTING; MATHEMATICAL MODELS; MEAN SQUARE ERROR; SPURIOUS SIGNAL NOISE; STATISTICS;

EID: 44649185552     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2007.10.023     Document Type: Article
Times cited : (19)

References (34)
  • 1
    • 0000396062 scopus 로고    scopus 로고
    • Natural gradient works efficiently in learning
    • Amari S. Natural gradient works efficiently in learning. Neural Comput. 10 (1998) 251-276
    • (1998) Neural Comput. , vol.10 , pp. 251-276
    • Amari, S.1
  • 2
    • 0035458448 scopus 로고    scopus 로고
    • Extraction of specific signals with temporal structure
    • Barros A.K., and Cichocki A. Extraction of specific signals with temporal structure. Neural Comput. 13 (2001) 1995-2003
    • (2001) Neural Comput. , vol.13 , pp. 1995-2003
    • Barros, A.K.1    Cichocki, A.2
  • 3
    • 84950771789 scopus 로고
    • Estimating optimal transformations for multiple regression and correlation
    • Breiman L., and Friedman J.H. Estimating optimal transformations for multiple regression and correlation. J. Amer. Statist. Assoc. 80 (1985) 580-598
    • (1985) J. Amer. Statist. Assoc. , vol.80 , pp. 580-598
    • Breiman, L.1    Friedman, J.H.2
  • 6
    • 0034245419 scopus 로고    scopus 로고
    • On-line algorithm for blind signal extraction of arbitrarily distributed, but temporally correlated sources using second order statistics
    • Cichocki A., and Thawonmas R. On-line algorithm for blind signal extraction of arbitrarily distributed, but temporally correlated sources using second order statistics. Neural Process. Lett. 12 (2000) 91-98
    • (2000) Neural Process. Lett. , vol.12 , pp. 91-98
    • Cichocki, A.1    Thawonmas, R.2
  • 7
    • 0031546324 scopus 로고    scopus 로고
    • Sequential blind signal extraction in order specified by stochastics properties
    • Cichocki A., Thawonmas R., and Amari S. Sequential blind signal extraction in order specified by stochastics properties. IEE Electron. Lett. 33 (1997) 64-65
    • (1997) IEE Electron. Lett. , vol.33 , pp. 64-65
    • Cichocki, A.1    Thawonmas, R.2    Amari, S.3
  • 8
    • 0028416938 scopus 로고
    • Independent component analysis: a new concept? (special issue on higher-order statistics)
    • Comon P. Independent component analysis: a new concept? (special issue on higher-order statistics). Signal Process. 36 3 (1994) 287-314
    • (1994) Signal Process. , vol.36 , Issue.3 , pp. 287-314
    • Comon, P.1
  • 10
    • 3843148327 scopus 로고    scopus 로고
    • From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability
    • Cruces-Alvarez S.A., Cichocki A., and Amari S. From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability. IEEE Trans. Neural Networks 15 4 (2004) 859-873
    • (2004) IEEE Trans. Neural Networks , vol.15 , Issue.4 , pp. 859-873
    • Cruces-Alvarez, S.A.1    Cichocki, A.2    Amari, S.3
  • 11
    • 0002308310 scopus 로고
    • Adaptive blind separation of independent sources: a deflation approach
    • Delfosse N., and Loubaton P. Adaptive blind separation of independent sources: a deflation approach. Signal Process. 95 (1995) 59-83
    • (1995) Signal Process. , vol.95 , pp. 59-83
    • Delfosse, N.1    Loubaton, P.2
  • 12
    • 0011762934 scopus 로고    scopus 로고
    • Blind signal separation and blind deconvolution
    • Hu Y.H., and Hwang J.N. (Eds), CRC Press, Boca Raton, Florida (Chapter 7)
    • Douglas S.C. Blind signal separation and blind deconvolution. In: Hu Y.H., and Hwang J.N. (Eds). Handbook of Neural Network Signal Processing (2002), CRC Press, Boca Raton, Florida (Chapter 7)
    • (2002) Handbook of Neural Network Signal Processing
    • Douglas, S.C.1
  • 18
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis
    • Hyvarinen A., and Oja E. A fast fixed-point algorithm for independent component analysis. Neural Comput. 9 (1997) 1483-1492
    • (1997) Neural Comput. , vol.9 , pp. 1483-1492
    • Hyvarinen, A.1    Oja, E.2
  • 19
    • 44649126292 scopus 로고    scopus 로고
    • C. Jutten, J. Karhunen, L. Almeida, S. Harmeling, Separation methods for nonlinear mixtures, Technical Report, Institut National Polytechnique of Grenoble, France, October 8, 2003.
    • C. Jutten, J. Karhunen, L. Almeida, S. Harmeling, Separation methods for nonlinear mixtures, Technical Report, Institut National Polytechnique of Grenoble, France, October 8, 2003.
  • 20
    • 0036570624 scopus 로고    scopus 로고
    • Sequential blind extraction of instantaneously mixed sources
    • Li Y.Q., and Wang J. Sequential blind extraction of instantaneously mixed sources. IEEE Trans. Signal Process. 50 (2002) 997-1006
    • (2002) IEEE Trans. Signal Process. , vol.50 , pp. 997-1006
    • Li, Y.Q.1    Wang, J.2
  • 21
    • 4744367003 scopus 로고    scopus 로고
    • Blind source extraction from convolutive mixtures in ill-conditioned multi-input multi-output channels
    • Li Y.Q., Wang J., and Cichocki A. Blind source extraction from convolutive mixtures in ill-conditioned multi-input multi-output channels. IEEE Trans. Circuits Syst. II Regular Pap. 51 (2004) 1814-1822
    • (2004) IEEE Trans. Circuits Syst. II Regular Pap. , vol.51 , pp. 1814-1822
    • Li, Y.Q.1    Wang, J.2    Cichocki, A.3
  • 22
    • 33646156411 scopus 로고    scopus 로고
    • A normalised kurtosis based algorithm for blind source extraction from noisy measurements
    • Liu W., and Mandic D.P. A normalised kurtosis based algorithm for blind source extraction from noisy measurements. Signal Process. Elsevier 86 7 (2006) 1580-1585
    • (2006) Signal Process. Elsevier , vol.86 , Issue.7 , pp. 1580-1585
    • Liu, W.1    Mandic, D.P.2
  • 24
    • 34249992846 scopus 로고    scopus 로고
    • Blind source extraction based on a linear predictor
    • Liu W., Mandic D.P., and Cichocki A. Blind source extraction based on a linear predictor. IET Signal Process. 1 1 (2007) 29-34
    • (2007) IET Signal Process. , vol.1 , Issue.1 , pp. 29-34
    • Liu, W.1    Mandic, D.P.2    Cichocki, A.3
  • 25
    • 0031672307 scopus 로고    scopus 로고
    • Adaptive unsupervised extraction of one component of a linear mixture with a single neuron
    • Malouche Z., and Macchi O. Adaptive unsupervised extraction of one component of a linear mixture with a single neuron. IEEE Trans. Neural Networks 9 (1998) 123-138
    • (1998) IEEE Trans. Neural Networks , vol.9 , pp. 123-138
    • Malouche, Z.1    Macchi, O.2
  • 26
    • 44649196741 scopus 로고    scopus 로고
    • D.P. Mandic, A. Cichocki, An online algorithm for blind extraction of sources with different dynamical structures, in: 4th International Symposium on Independent Component Analysis and Blind Signal Separation, Nara, Japan, April 2003, pp. 645-650.
    • D.P. Mandic, A. Cichocki, An online algorithm for blind extraction of sources with different dynamical structures, in: 4th International Symposium on Independent Component Analysis and Blind Signal Separation, Nara, Japan, April 2003, pp. 645-650.
  • 27
    • 44649203016 scopus 로고    scopus 로고
    • K. Shah, E. Jonckheere, S. Bohacek, Dynamic modeling of internet traffic: linear versus nonlinear canonical correlation analysis of HTTP versus FTP traffic, Technical Report, Department of Electrical Engineering-Systems, University of Southern California, Los Angeles, CA, December 2001.
    • K. Shah, E. Jonckheere, S. Bohacek, Dynamic modeling of internet traffic: linear versus nonlinear canonical correlation analysis of HTTP versus FTP traffic, Technical Report, Department of Electrical Engineering-Systems, University of Southern California, Los Angeles, CA, December 2001.
  • 28
    • 33847372511 scopus 로고    scopus 로고
    • Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation
    • Shi Z.W., and Zhang C.S. Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation. Neurocomputing 70 (2007) 1574-1587
    • (2007) Neurocomputing , vol.70 , pp. 1574-1587
    • Shi, Z.W.1    Zhang, C.S.2
  • 30
    • 0033341734 scopus 로고    scopus 로고
    • Source separation in post-nonlinear mixtures
    • Taleb A., and Jutten C. Source separation in post-nonlinear mixtures. IEEE Trans. Signal Process. 49 10 (1999) 2807-2820
    • (1999) IEEE Trans. Signal Process. , vol.49 , Issue.10 , pp. 2807-2820
    • Taleb, A.1    Jutten, C.2
  • 31
    • 34447621298 scopus 로고    scopus 로고
    • Estimating optimal transformations for multiple regression using the ACE algorithm
    • Wang D.L., and Murphy M. Estimating optimal transformations for multiple regression using the ACE algorithm. J. Data Sci. 2 (2004) 329-346
    • (2004) J. Data Sci. , vol.2 , pp. 329-346
    • Wang, D.L.1    Murphy, M.2
  • 32
    • 20444488667 scopus 로고    scopus 로고
    • Identifying nonlinear relationship in regression using the ACE algorithm
    • Wang D.L., and Murphy M. Identifying nonlinear relationship in regression using the ACE algorithm. J. Appl. Statist. 32 (2005) 243-258
    • (2005) J. Appl. Statist. , vol.32 , pp. 243-258
    • Wang, D.L.1    Murphy, M.2
  • 33
    • 8344255796 scopus 로고    scopus 로고
    • Blind separation of post-nonlinear mixtures using linearizing transformations and temporal decorrelation
    • Ziehe A., Kawanabe M., Harmeling S., and Muller K.R. Blind separation of post-nonlinear mixtures using linearizing transformations and temporal decorrelation. J. Mach. Learn. Res. 4 (2003) 1319-1338
    • (2003) J. Mach. Learn. Res. , vol.4 , pp. 1319-1338
    • Ziehe, A.1    Kawanabe, M.2    Harmeling, S.3    Muller, K.R.4
  • 34
    • 33645691863 scopus 로고    scopus 로고
    • W.Y. Leong, J. Homer, An implementation of nonlinear multiuser detection in Rayleigh fading channel, EURASIP J. Wireless Commun. Network. 2006 (2006) 9 (Article ID 45647).
    • W.Y. Leong, J. Homer, An implementation of nonlinear multiuser detection in Rayleigh fading channel, EURASIP J. Wireless Commun. Network. 2006 (2006) 9 (Article ID 45647).


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