메뉴 건너뛰기




Volumn 60, Issue 4, 2012, Pages 1672-1683

Joint blind source separation with multivariate Gaussian model: Algorithms and performance analysis

Author keywords

Canonical correlation analysis; independent component analysis; independent vector analysis; joint blind source separation; permutation problem; second order statistics

Indexed keywords

CANONICAL CORRELATION ANALYSIS; INDEPENDENT COMPONENTS; INDEPENDENT VECTOR ANALYSIS; PERMUTATION PROBLEMS; SECOND ORDER STATISTICS;

EID: 84863351267     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2011.2181836     Document Type: Article
Times cited : (205)

References (25)
  • 1
    • 38949097776 scopus 로고    scopus 로고
    • Independent vector analysis (IVA): Multivariate approach for fMRI group study
    • J.-H. Lee, T.-W. Lee, F. A. Jolesz, and S.-S. Yoo, "Independent vector analysis (IVA): Multivariate approach for fMRI group study," NeuroImage, vol. 40, no. 1, pp. 86-109, 2008.
    • (2008) NeuroImage , vol.40 , Issue.1 , pp. 86-109
    • Lee, J.-H.1    Lee, T.-W.2    Jolesz, F.A.3    Yoo, S.-S.4
  • 2
    • 70349808992 scopus 로고    scopus 로고
    • Joint blind source separation by multiset canonical correlation analysis
    • Oct
    • Y.-O. Li, T. Adali, W. Wang, and V. D. Calhoun, "Joint blind source separation by multiset canonical correlation analysis," IEEE Trans. Signal Process., vol. 57, no. 10, pp. 3918-3929, Oct. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.10 , pp. 3918-3929
    • Li, Y.-O.1    Adali, T.2    Wang, W.3    Calhoun, V.D.4
  • 3
    • 34247162934 scopus 로고    scopus 로고
    • Audio source separation
    • M. Davies, "Audio source separation," Math. Signal Process. V, pp. 57-68, 2002.
    • (2002) Math. Signal Process. , vol.V , pp. 57-68
    • Davies, M.1
  • 4
    • 78049387672 scopus 로고    scopus 로고
    • On the robustness of the multidimensional state coherence transform for solving the permutation problem of frequency-domain ICA
    • Mar
    • B. Loesch, F. Nesta, and B. Yang, "On the robustness of the multidimensional state coherence transform for solving the permutation problem of frequency-domain ICA," in Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP), Mar. 2010, pp. 225-228.
    • (2010) Proc. IEEE Int. Conf. Acoust., Speech Signal Process. (ICASSP) , pp. 225-228
    • Loesch, B.1    Nesta, F.2    Yang, B.3
  • 5
    • 0000107975 scopus 로고
    • Relations between two sets of variates
    • [Online]. Available
    • H. Hotelling, "Relations between two sets of variates," Biometrika vol. 28, no. 3/4, pp. 321-377, 1936 [Online]. Available: http://www.jstor. org/stable/2333955
    • (1936) Biometrika , vol.28 , Issue.3-4 , pp. 321-377
    • Hotelling, H.1
  • 6
    • 0000020007 scopus 로고
    • Canonical analysis of several sets of variables
    • J. R. Kettenring, "Canonical analysis of several sets of variables," Biometrika, vol. 58, no. 3, pp. 433-451, 1971.
    • (1971) Biometrika , vol.58 , Issue.3 , pp. 433-451
    • Kettenring, J.R.1
  • 8
    • 85032751181 scopus 로고    scopus 로고
    • Canonical correlation analysis for data fusion and group inferences
    • N. M. Correa, T. Adali, Y.-O. Li, and V. D. Calhoun, "Canonical correlation analysis for data fusion and group inferences," IEEE Signal Process. Mag., vol. 27, no. 4, pp. 39-50, 2010.
    • (2010) IEEE Signal Process. Mag , vol.27 , Issue.4 , pp. 39-50
    • Correa, N.M.1    Adali, T.2    Li, Y.-O.3    Calhoun, V.D.4
  • 9
    • 78349301696 scopus 로고    scopus 로고
    • Second and higher-order correlation analysis of multiset multidimensional variables by joint diagonalization
    • ser. Lecture Notes in Computer Science. Heidelberg: Springer
    • X.-L. Li, M. Anderson, and T. Adali, "Second and higher-order correlation analysis of multiset multidimensional variables by joint diagonalization," in Latent Variable Analysis and Signal Separation, ser. Lecture Notes in Computer Science. Heidelberg: Springer, 2010, vol. 6365, pp. 197-204.
    • (2010) Latent Variable Analysis and Signal Separation , vol.6365 , pp. 197-204
    • Li, X.-L.1    Anderson, M.2    Adali, T.3
  • 10
    • 79957908822 scopus 로고    scopus 로고
    • Joint blind source separation by generalized joint diagonalization of cumulant matrices
    • Oct
    • X.-L. Li, T. Adali, and M. Anderson, "Joint blind source separation by generalized joint diagonalization of cumulant matrices," Signal Process., vol. 91, no. 10, pp. 2314-2322, Oct. 2011.
    • (2011) Signal Process. , vol.91 , Issue.10 , pp. 2314-2322
    • Li, X.-L.1    Adali, T.2    Anderson, M.3
  • 11
    • 33745725578 scopus 로고    scopus 로고
    • Independent vector analysis: An extension of ICA to multivariate components
    • ser. Lecture Notes in Computer Science. Heidelberg:Springer
    • T. Kim, T. Eltoft, and T.-W. Lee, "Independent vector analysis: An extension of ICA to multivariate components," in Independent Component Analysis and Blind Signal Separation, ser. Lecture Notes in Computer Science. Heidelberg: Springer , 2006, vol. 3889, pp. 165-172.
    • (2006) Independent Component Analysis and Blind Signal Separation , vol.3889 , pp. 165-172
    • Kim, T.1    Eltoft, T.2    Lee, T.-W.3
  • 12
    • 34247155553 scopus 로고    scopus 로고
    • Blind source separation exploiting higher-order frequency dependencies
    • Jan
    • T. Kim, H. T. Attias, S.-Y. Lee, and T.-W. Lee, "Blind source separation exploiting higher-order frequency dependencies," IEEE Trans. Audio Speech Lang. Process., vol. 15, no. 1, pp. 70-79, Jan. 2007.
    • (2007) IEEE Trans. Audio Speech Lang. Process. , vol.15 , Issue.1 , pp. 70-79
    • Kim, T.1    Attias, H.T.2    Lee, S.-Y.3    Lee, T.-W.4
  • 14
    • 0028416938 scopus 로고
    • Independent component analysis, a new concept?
    • P. Comon, "Independent component analysis, a new concept?," Signal Process., vol. 36, no. 3, pp. 287-314, 1994.
    • (1994) Signal Process. , vol.36 , Issue.3 , pp. 287-314
    • Comon, P.1
  • 15
    • 34247871491 scopus 로고    scopus 로고
    • Nonorthogonal joint diagonalization free of degenerate solution
    • May
    • X.-L. Li and X.-D. Zhang, "Nonorthogonal joint diagonalization free of degenerate solution," IEEE Trans. Signal Process., vol. 55, no. 5, pp. 1803-1814, May 2007.
    • (2007) IEEE Trans. Signal Process. , vol.55 , Issue.5 , pp. 1803-1814
    • Li, X.-L.1    Zhang, X.-D.2
  • 16
    • 77956779003 scopus 로고    scopus 로고
    • Independent component analysis by entropy bound minimization
    • Oct
    • X.-L. Li and T. Adali, "Independent component analysis by entropy bound minimization," IEEE Trans. Signal Process., vol. 58, no. 10, pp. 5151-5164, Oct. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.10 , pp. 5151-5164
    • Li, X.-L.1    Adali, T.2
  • 17
  • 20
    • 33645288306 scopus 로고    scopus 로고
    • Performance analysis of the FastICA algorithm and Cramér-Rao bounds for linear independent component analysis
    • Apr
    • P. Tichavský, Z. Koldovský, and E. Oja, "Performance analysis of the FastICA algorithm and Cramér-Rao bounds for linear independent component analysis," IEEE Trans. Signal Process., vol. 54, no. 4, pp. 1189-1203, Apr. 2006.
    • (2006) IEEE Trans. Signal Process. , vol.54 , Issue.4 , pp. 1189-1203
    • Tichavský, P.1    Koldovský, Z.2    Oja, E.3
  • 21
    • 41849142691 scopus 로고    scopus 로고
    • Compact Cramér-Rao bound expression for independent component analysis
    • Apr
    • E. Ollila, K. Hyon-Jung, and V. Koivunen, "Compact Cramér-Rao bound expression for independent component analysis," IEEE Trans. Signal Process., vol. 56, no. 4, pp. 1421-1428, Apr. 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.4 , pp. 1421-1428
    • Ollila, E.1    Hyon-Jung, K.2    Koivunen, V.3
  • 22
    • 77956753637 scopus 로고    scopus 로고
    • Blind separation of Gaussian sources with general covariance structures: Bounds and optimal estimation
    • Oct
    • A. Yeredor, "Blind separation of Gaussian sources with general covariance structures: Bounds and optimal estimation," IEEE Trans. Signal Process., vol. 58, no. 10, pp. 5057-5068, Oct. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.10 , pp. 5057-5068
    • Yeredor, A.1
  • 24
    • 33645837850 scopus 로고    scopus 로고
    • On the multivariate Laplace distribution
    • May
    • T. Eltoft, T. Kim, and T.-W. Lee, "On the multivariate Laplace distribution," IEEE Signal Process. Lett., vol. 13, no. 5, pp. 300-303, May 2006.
    • (2006) IEEE Signal Process. Lett. , vol.13 , Issue.5 , pp. 300-303
    • Eltoft, T.1    Kim, T.2    Lee, T.-W.3
  • 25
    • 3142519134 scopus 로고    scopus 로고
    • ser. Numerical Methods and Algorithms. New York: Springer
    • F. Zhang, The Schur Complement and Its Applications, ser. Numerical Methods and Algorithms. New York: Springer, 2005, vol. 4.
    • (2005) The Schur Complement and Its Applications , vol.4
    • Zhang, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.