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Record Nr. |
UNINA9910299681703321 |
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Autore |
Xiang Yong |
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Titolo |
Blind Source Separation : Dependent Component Analysis / / by Yong Xiang, Dezhong Peng, Zuyuan Yang |
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Pubbl/distr/stampa |
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Singapore : , : Springer Singapore : , : Imprint : Springer, , 2015 |
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ISBN |
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Edizione |
[1st ed. 2015.] |
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Descrizione fisica |
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1 online resource (101 p.) |
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Collana |
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SpringerBriefs in Signal Processing, , 2196-4076 |
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Disciplina |
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Soggetti |
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Signal processing |
Image processing |
Speech processing systems |
Electrical engineering |
Electronic circuits |
Signal, Image and Speech Processing |
Communications Engineering, Networks |
Circuits and Systems |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references. |
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Nota di contenuto |
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Introduction -- DCA Exploiting Nonnegativity -- DCA Utilizing Time-Frequency Analysis (TFA) -- DCA Employing Precoding -- Summary and Future Work. |
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Sommario/riassunto |
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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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