Time-Frequency Approach to Underdetermined Blind Source Separation

Xie S.; Yang L.; Yang J.-M.; Zhou G.; Xiang Y.

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Time-Frequency Approach to Underdetermined Blind Source Separation

机译：未确定的盲源分离的时频方法

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摘要

This paper presents a new time-frequency (TF) underdetermined blind source separation approach based on Wigner-Ville distribution (WVD) and Khatri-Rao product to separate $N$ non-stationary sources from $M(M

机译：本文提出了一种基于Wigner-Ville分布（WVD）和Khatri-Rao乘积的新的时频（TF）不确定盲源分离方法，用于将$ N $非平稳源与$ M（M

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《Neural Networks and Learning Systems, IEEE Transactions on》 |2012年第2期|p.306-316|共11页
作者
Xie S.; Yang L.; Yang J.-M.; Zhou G.; Xiang Y.;
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作者单位

School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China;

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正文语种 eng
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关键词
Khatri-Rao product; Wigner-Ville distribution; underdetermined blind source separation;

机译：Khatri-Rao积;Wigner-Ville分布;不确定的盲源分离;

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1. Underdetermined convolutive blind source separation in the time-frequency domain based on single source points and experimental validation [J] . Cheng Wei, Jia Zhengzheng, Chen Xuefeng, Measurement Science & Technology . 2020,第9期

机译：基于单源点和实验验证的时频域内有未确定的卷曲盲源分离
2. Underdetermined DOA estimation and blind separation of non-disjoint sources in time-frequency domain based on sparse representation method [J] . Xiang Wang, Zhitao Huang, Yiyu Zhou Systems Engineering and Electronics, Journal of . 2014,第1期

机译：基于稀疏表示方法的时域不确定DOA估计和不相交源盲分离
3. Underdetermined DOA estimation and blind separation of non-disjoint sources in time-frequency domain based on sparse representation method [J] . Xiang Wang, Zhitao Huang, Yiyu Zhou 系统工程与电子技术（英文版） . 2014,第001期

机译：基于稀疏表示方法的时频域内未脱节源的被限定的DOA估计和盲分离
4. FROM BLIND SOURCE SEPARATION TO BLIND SOURCE CANCELLATION IN THE UNDERDETERMINED CASE: A NEW APPROACH BASED ON TIME-FREQUENCY ANALYSIS [C] . Frederic Abrard, Yannick Deville, Paul White 3rd International Conference on Independent Component Analysis and Signal Separation; Dec 9-13, 2001; San Diego, California . 2001

机译：在不确定情况下从盲源分离到盲源取消：一种基于时频分析的新方法
5. Blind separation of convolved sources using the independent component analysis and information maximization approach. [D] . Hasanuzzaman, Md. 2005

机译：使用独立成分分析和信息最大化方法对卷积源进行盲分离。
6. A Novel Underdetermined Blind Source Separation Method and Its Application to Source Contribution Quantitative Estimation [O] . Jiantao Lu, Wei Cheng, Yanyang Zi 2019

机译：一种不确定的盲源分离新方法及其在源贡献定量估计中的应用
7. A new block based time-frequency approach for underdetermined blind source separation [O] . Chambers Jonathon, Luo Yuhui, Lambotharan Sangarapillai 2004

机译：一种新的基于块的时频方法，用于不确定的盲源分离

Time-Frequency Approach to Underdetermined Blind Source Separation

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