Adaptive variable step-size blind source separation algorithm based on nonlinear principal component analysis

Journal of Computer Applications ◽

10.3724/sp.j.1087.2013.01233 ◽

2013 ◽

Vol 33 (5) ◽

pp. 1233-1236 ◽

Author(s):

Fanglin GU ◽

Hang ZHANG ◽

Lunhui LI

Keyword(s):

Principal Component Analysis ◽

Blind Source Separation ◽

Source Separation ◽

Principal Component ◽

Component Analysis ◽

Variable Step Size ◽

Separation Algorithm ◽

Step Size ◽

Nonlinear Principal Component Analysis ◽

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Variable step-size blind source separation algorithm based on orthogonal gradient

2012 IEEE Symposium on Electrical & Electronics Engineering (EEESYM) ◽

10.1109/eeesym.2012.6258650 ◽

2012 ◽

Author(s):

Yuhua Dong ◽

Junxing Zhang

Keyword(s):

Blind Source Separation ◽

Source Separation ◽

Variable Step Size ◽

Separation Algorithm ◽

Step Size ◽

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A Variable Step Size-Forward Blind Source Separation Algorithm for Speech Enhancement

Advanced Control Engineering Methods in Electrical Engineering Systems - Lecture Notes in Electrical Engineering ◽

10.1007/978-3-319-97816-1_36 ◽

2018 ◽

pp. 479-487

Author(s):

Meriem Zoulikha ◽

Mohamed Djendi ◽

Abderezzak Guessoum

Keyword(s):

Blind Source Separation ◽

Speech Enhancement ◽

Source Separation ◽

Variable Step Size ◽

Separation Algorithm ◽

Step Size ◽

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A new fast nonlinear principal component analysis algorithm for blind source separation

2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) ◽

10.1109/fskd.2015.7382188 ◽

2015 ◽

Author(s):

Xin Wang ◽

Shifeng Ou ◽

Ying Gao ◽

Xiaofeng Guo

Keyword(s):

Principal Component Analysis ◽

Blind Source Separation ◽

Source Separation ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis ◽

Analysis Algorithm ◽

Principal Component Analysis Algorithm

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Extraction of FECG Signal Based on Blind Source Separation Using Principal Component Analysis

Advances in Intelligent Systems and Computing - Progress in Intelligent Computing Techniques: Theory, Practice, and Applications ◽

10.1007/978-981-10-3373-5_17 ◽

2017 ◽

pp. 173-180 ◽

Author(s):

Mahesh B. Dembrani ◽

K. B. Khanchandani ◽

Anita Zurani

Keyword(s):

Principal Component Analysis ◽

Blind Source Separation ◽

Source Separation ◽

Principal Component ◽

Component Analysis

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Non-holonomic variable step-size natural gradient algorithm for blind source separation

2011 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) ◽

10.1109/icspcc.2011.6061588 ◽

2011 ◽

Author(s):

Peng Tianliang ◽

Chen Qingtao ◽

Liu Zengli ◽

Yu Songsong

Keyword(s):

Blind Source Separation ◽

Source Separation ◽

Gradient Algorithm ◽

Variable Step Size ◽

Natural Gradient ◽

Step Size ◽

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Blind source separation with variable step-size method based on a reference separation system

2014 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) ◽

10.1109/icspcc.2014.6986163 ◽

2014 ◽

Author(s):

Pengcheng Xu ◽

Yuehong Shen ◽

Qiao Su

Keyword(s):

Blind Source Separation ◽

Source Separation ◽

Variable Step Size ◽

Separation System ◽

Step Size ◽

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Principal component analysis and blind source separation of modulated sources for electro-mechanical systems diagnostic

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2005.08.001 ◽

2005 ◽

Vol 19 (6) ◽

pp. 1293-1311 ◽

Author(s):

C. Servière ◽

P. Fabry

Keyword(s):

Principal Component Analysis ◽

Blind Source Separation ◽

Source Separation ◽

Mechanical Systems ◽

Principal Component ◽

Component Analysis

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Blind Source Separation Using an Adaptive Coupling of Four Separation Systems Based on Variable Momentum Term and Variable Step Size

Procedia Computer Science ◽

10.1016/j.procs.2019.06.082 ◽

2019 ◽

Vol 154 ◽

pp. 524-530

Author(s):

Yuan Yuan Tian ◽

Shi Feng Ou ◽

Ying Gao ◽

Qian Qian Jiang

Keyword(s):

Blind Source Separation ◽

Source Separation ◽

Variable Step Size ◽

Step Size ◽

Separation Systems ◽

Variable Step ◽

Adaptive Coupling

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FPGA-based real-time blind source separation with principal component analysis

10.1117/12.2178334 ◽

2015 ◽

Author(s):

Matthew Wilson ◽

Uwe Meyer-Baese

Keyword(s):

Principal Component Analysis ◽

Real Time ◽

Blind Source Separation ◽

Source Separation ◽

Principal Component ◽

Component Analysis

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Improved Blind Source Separation Based on Non-Holonomic Natural Gradient Algorithm with Variable Step Size

Lecture Notes in Electrical Engineering - Proceedings of 2013 Chinese Intelligent Automation Conference ◽

10.1007/978-3-642-38466-0_84 ◽

2013 ◽

pp. 761-767

Author(s):

Ce Ji ◽

Baocheng Tang ◽

Kun Yang ◽

Mingbo Sha

Keyword(s):

Blind Source Separation ◽

Source Separation ◽

Gradient Algorithm ◽

Variable Step Size ◽

Natural Gradient ◽

Step Size ◽

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