Blind Source Separation
Dependent Component Analysis
Dezhong Peng, Yong Xiang, Zuyuan Yang, et al.
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Naturwissenschaften, Medizin, Informatik, Technik / Elektronik, Elektrotechnik, Nachrichtentechnik
Beschreibung
This book provides readers a complete and self-contained set of knowledge about dependent source separation, including the latest development in this field. The book gives an overview on blind source separation where three promising blind separation techniques that can tackle mutually correlated sources are presented. The book further focuses on the non-negativity based methods, the time-frequency analysis based methods, and the pre-coding based methods, respectively.
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Schlagwörter
Blind Source Separation (BSS), Nonnegative Matrix Factorization, Second Order Precoding, Time-Frequency Analysis (TFA), First Order Precoding, Dependent Component Analysis (DCA)