Underdetermined Blind Source Separation for Heart Sound Using Higher-Order Statistics and Sparse Representation

IEEE Access ◽

10.1109/access.2019.2925896 ◽

2019 ◽

Vol 7 ◽

pp. 87606-87616 ◽

Author(s):

Yuan Xie ◽

Kan Xie ◽

Shengli Xie

Keyword(s):

Sparse Representation ◽

Order Statistics ◽

Blind Source Separation ◽

Heart Sound ◽

Source Separation ◽

Higher Order ◽

Higher Order Statistics ◽

Underdetermined Blind Source Separation

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Techniques for blind source separation using higher-order statistics

Proceedings of the Tenth IEEE Workshop on Statistical Signal and Array Processing (Cat. No.00TH8496) ◽

10.1109/ssap.2000.870139 ◽

2002 ◽

Author(s):

Z.M. Kamran ◽

A.R. Leyman ◽

K. Abed-Meraim

Keyword(s):

Order Statistics ◽

Blind Source Separation ◽

Source Separation ◽

Higher Order ◽

Higher Order Statistics

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Finite sample effects in higher order statistics contrast functions for sequential blind source separation

IEEE Signal Processing Letters ◽

10.1109/lsp.2005.849489 ◽

2005 ◽

Vol 12 (6) ◽

pp. 481-484 ◽

Author(s):

S. Bermejo

Keyword(s):

Order Statistics ◽

Blind Source Separation ◽

Source Separation ◽

Higher Order ◽

Higher Order Statistics ◽

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Maximum likelihood performance over higher-order statistics for blind source separation in wireless systems

2008 Second International Conference on Electrical Engineering ◽

10.1109/icee.2008.4553927 ◽

2008 ◽

Author(s):

Syed Ali Hassan ◽

Bin Yang

Keyword(s):

Maximum Likelihood ◽

Order Statistics ◽

Blind Source Separation ◽

Source Separation ◽

Wireless Systems ◽

Higher Order ◽

Higher Order Statistics

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Convolutive Blind Source Separation Algorithm Based on Higher Order Statistics

2013 Third International Conference on Intelligent System Design and Engineering Applications ◽

10.1109/isdea.2012.120 ◽

2013 ◽

Author(s):

Hongzhi Wang ◽

Aiqi Bi ◽

Peixin Xu ◽

Can Gao

Keyword(s):

Order Statistics ◽

Blind Source Separation ◽

Source Separation ◽

Higher Order ◽

Higher Order Statistics ◽

Separation Algorithm ◽

Convolutive Blind Source Separation

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Greater robustness of second order statistics than higher order statistics algorithms to distortions of the mixing matrix in blind source separation of human EEG: Implications for single-subject and group analyses

10.1016/j.neuroimage.2012.11.015 ◽

2013 ◽

Vol 67 ◽

pp. 137-152 ◽

Author(s):

Guillaume Lio ◽

Philippe Boulinguez

Keyword(s):

Order Statistics ◽

Blind Source Separation ◽

Source Separation ◽

Higher Order ◽

Second Order ◽

Single Subject ◽

Higher Order Statistics ◽

Second Order Statistics ◽

Human Eeg ◽

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Impact of higher-order statistics on adaptive algorithms for blind source separation

IEEE 5th Workshop on Signal Processing Advances in Wireless Communications, 2004. ◽

10.1109/spawc.2004.1439226 ◽

2005 ◽

Author(s):

C.C. Cavalcante ◽

J.M.T. Romano

Keyword(s):

Order Statistics ◽

Blind Source Separation ◽

Source Separation ◽

Adaptive Algorithms ◽

Higher Order ◽

Higher Order Statistics

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Nonlinear blind source separation using higher order statistics and a genetic algorithm

IEEE Transactions on Evolutionary Computation ◽

10.1109/4235.974842 ◽

2001 ◽

Vol 5 (6) ◽

pp. 600-612 ◽

Author(s):

Ying Tan ◽

Jun Wang

Keyword(s):

Genetic Algorithm ◽

Order Statistics ◽

Blind Source Separation ◽

Source Separation ◽

Higher Order ◽

Higher Order Statistics

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Underdetermined blind source separation of speech mixtures unifying dictionary learning and sparse representation

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-021-01406-5 ◽

2021 ◽

Author(s):

Yuan Xie ◽

Kan Xie ◽

Shengli Xie

Keyword(s):

Sparse Representation ◽

Blind Source Separation ◽

Dictionary Learning ◽

Source Separation ◽

Underdetermined Blind Source Separation ◽

Speech Mixtures

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A New Approach to Underdetermined Blind Source Separation Using Sparse Representation

Rough Sets and Knowledge Technology - Lecture Notes in Computer Science ◽

10.1007/978-3-540-72458-2_34 ◽

2007 ◽

pp. 276-283 ◽

Author(s):

Hai-Lin Liu ◽

Jia-Xun Hou

Keyword(s):

Sparse Representation ◽

Blind Source Separation ◽

Source Separation ◽

Underdetermined Blind Source Separation ◽

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Underdetermined blind source separation based on sparse representation

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2005.861743 ◽

2006 ◽

Vol 54 (2) ◽

pp. 423-437 ◽

Author(s):

Yuanqing Li ◽

S. Amari ◽

A. Cichocki ◽

D.W.C. Ho ◽

Shengli Xie

Keyword(s):

Sparse Representation ◽

Blind Source Separation ◽

Source Separation ◽

Underdetermined Blind Source Separation

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