Under-Determined Convolutive Blind Source Separation Combining Density-Based Clustering and Sparse Reconstruction in Time-Frequency Domain

IEEE Transactions on Circuits and Systems I Regular Papers ◽

10.1109/tcsi.2019.2908394 ◽

2019 ◽

Vol 66 (8) ◽

pp. 3015-3027 ◽

Author(s):

Junjie Yang ◽

Yi Guo ◽

Zuyuan Yang ◽

Shengli Xie

Keyword(s):

Frequency Domain ◽

Blind Source Separation ◽

Source Separation ◽

Sparse Reconstruction ◽

Time Frequency ◽

Density Based Clustering ◽

Convolutive Blind Source Separation

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Underdetermined convolutive blind source separation in the time–frequency domain based on single source points and experimental validation

Measurement Science and Technology ◽

10.1088/1361-6501/ab816f ◽

2020 ◽

Vol 31 (9) ◽

pp. 095001

Author(s):

Wei Cheng ◽

Zhengzheng Jia ◽

Xuefeng Chen ◽

Linsheng Han ◽

Guanghui Zhou ◽

...

Keyword(s):

Frequency Domain ◽

Blind Source Separation ◽

Experimental Validation ◽

Source Separation ◽

Single Source ◽

Time Frequency ◽

Single Source Points ◽

Convolutive Blind Source Separation

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Blind Source Separation in the Time-Frequency Domain Based on Multiple Hypothesis Testing

IEEE Transactions on Signal Processing ◽

10.1109/tsp.2007.914316 ◽

2008 ◽

Vol 56 (6) ◽

pp. 2267-2279 ◽

Author(s):

L. Cirillo ◽

A. Zoubir ◽

M. Amin

Keyword(s):

Hypothesis Testing ◽

Frequency Domain ◽

Blind Source Separation ◽

Source Separation ◽

Multiple Hypothesis Testing ◽

Time Frequency ◽

Multiple Hypothesis

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Blind source separation of acoustic mixtures using time-frequency domain independent component analysis

The 8th International Conference on Communication Systems, 2002. ICCS 2002. ◽

10.1109/iccs.2002.1183286 ◽

2003 ◽

Author(s):

D.S. Jayarman ◽

G. Sitaraman ◽

R. Seshadri

Keyword(s):

Independent Component Analysis ◽

Frequency Domain ◽

Blind Source Separation ◽

Source Separation ◽

Component Analysis ◽

Independent Component ◽

Time Frequency ◽

Domain Independent

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Time-frequency clustering with weighted and contextual information for convolutive blind source separation

2014 IEEE Workshop on Statistical Signal Processing (SSP) ◽

10.1109/ssp.2014.6884599 ◽

2014 ◽

Author(s):

Ingrid Jafari ◽

Matt Atcheson ◽

Roberto Togneri ◽

Sven Nordholm

Keyword(s):

Blind Source Separation ◽

Contextual Information ◽

Source Separation ◽

Time Frequency ◽

Convolutive Blind Source Separation

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Convolutive Blind Source Separation in the Frequency Domain Based on Sparse Representation

IEEE Transactions on Audio Speech and Language Processing ◽

10.1109/tasl.2007.898457 ◽

2007 ◽

Vol 15 (5) ◽

pp. 1551-1563 ◽

Author(s):

Zhaoshui He ◽

Shengli Xie ◽

Shuxue Ding ◽

Andrzej Cichocki

Keyword(s):

Sparse Representation ◽

Frequency Domain ◽

Blind Source Separation ◽

Source Separation ◽

Convolutive Blind Source Separation

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A Time-Frequency Domain Underdetermined Blind Source Separation Algorithm for MIMO Radar Signals

Symmetry ◽

10.3390/sym9070104 ◽

2017 ◽

Vol 9 (7) ◽

pp. 104 ◽

Author(s):

Qiang Guo ◽

Guoqing Ruan ◽

Yanping Liao

Keyword(s):

Frequency Domain ◽

Blind Source Separation ◽

Source Separation ◽

Separation Algorithm ◽

Underdetermined Blind Source Separation ◽

Time Frequency ◽

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A Modified Approach of Underdetermined Blind Source Separation in Time-Frequency Domain

2010 Second International Conference on Networks Security, Wireless Communications and Trusted Computing ◽

10.1109/nswctc.2010.37 ◽

2010 ◽

Author(s):

Xishun Ren ◽

Yuehong Shen ◽

Luoming Jian

Keyword(s):

Frequency Domain ◽

Blind Source Separation ◽

Source Separation ◽

Underdetermined Blind Source Separation ◽

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Blind source separation of acoustic mixtures using time-frequency domain Independent Component Analysis

Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02. ◽

10.1109/iconip.2002.1202847 ◽

2004 ◽

Author(s):

S. Jayaraman ◽

G. Sitaraman ◽

R. Seshadri

Keyword(s):

Independent Component Analysis ◽

Frequency Domain ◽

Blind Source Separation ◽

Source Separation ◽

Component Analysis ◽

Independent Component ◽

Time Frequency ◽

Domain Independent

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Underdetermined Convolutive Blind Source Separation via Time–Frequency Masking

IEEE Transactions on Audio Speech and Language Processing ◽

10.1109/tasl.2009.2024380 ◽

2010 ◽

Vol 18 (1) ◽

pp. 101-116 ◽

Author(s):

V.G. Reju ◽

Soo Nqee Koh ◽

Ing Yann Soon

Keyword(s):

Blind Source Separation ◽

Source Separation ◽

Time Frequency ◽

Convolutive Blind Source Separation

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Blind Source Separation Based on Wavelet and Cross-Wavelet

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.328-330.2064 ◽

2011 ◽

Vol 328-330 ◽

pp. 2064-2068 ◽

Author(s):

Jing Hui Wang ◽

Yuan Chao Zhao

Keyword(s):

Frequency Domain ◽

Blind Source Separation ◽

Source Separation ◽

Blind Separation ◽

Time Frequency ◽

Non Stationary Signal ◽

In this paper, a novel blind separation approach using wavelet and cross-wavelet is presented. This method extends the separate technology from time-frequency domain to time-scale domain. The simulation showed that this method is suitable for dealing with non-stationary signal.

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