Handbook of blind source separation: independent component analysis and applications
Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numeric...
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Amsterdam Boston
Elsevier
2010
|
| Ausgabe: | 1st ed |
| Schlagworte: | |
| Online-Zugang: | FLA01 Volltext |
| Zusammenfassung: | Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and audio, acoustic and speech processing. Going beyond a machine learning perspective, the book reflects recent results in signal processing and numerical analysis, and includes topics such as optimization criteria, mathematical tools, the design of numerical algorithms, convolutive mixtures, and time frequency approaches. This Handbook is an ideal reference for university researchers, R & D engineers and graduates wishing to learn the core principles, methods, algorithms, and applications of Blind Source Separation. Covers the principles and major techniques and methods in one book Edited by the pioneers in the field with contributions from 34 of the world's experts Describes the main existing numerical algorithms and gives practical advice on their design Covers the latest cutting edge topics: second order methods; algebraic identification of under-determined mixtures, time-frequency methods, Bayesian approaches, blind identification under non negativity approaches, semi-blind methods for communications Shows the applications of the methods to key application areas such as telecommunications, biomedical engineering, speech, acoustic, audio and music processing, while also giving a general method for developing applications |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | 1 online resource (xxiv, 831 pages) illustrations |
| ISBN: | 9780123747266 0123747260 9780080884943 0080884946 |
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| id | DE-604.BV046125463 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:35:52Z |
| institution | BVB |
| isbn | 9780123747266 0123747260 9780080884943 0080884946 |
| language | English |
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| spelling | Handbook of blind source separation independent component analysis and applications edited by P. Comon and C. Jutten 1st ed Amsterdam Boston Elsevier 2010 1 online resource (xxiv, 831 pages) illustrations txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and audio, acoustic and speech processing. Going beyond a machine learning perspective, the book reflects recent results in signal processing and numerical analysis, and includes topics such as optimization criteria, mathematical tools, the design of numerical algorithms, convolutive mixtures, and time frequency approaches. This Handbook is an ideal reference for university researchers, R & D engineers and graduates wishing to learn the core principles, methods, algorithms, and applications of Blind Source Separation. Covers the principles and major techniques and methods in one book Edited by the pioneers in the field with contributions from 34 of the world's experts Describes the main existing numerical algorithms and gives practical advice on their design Covers the latest cutting edge topics: second order methods; algebraic identification of under-determined mixtures, time-frequency methods, Bayesian approaches, blind identification under non negativity approaches, semi-blind methods for communications Shows the applications of the methods to key application areas such as telecommunications, biomedical engineering, speech, acoustic, audio and music processing, while also giving a general method for developing applications Séparation de sources (Traitement du signal) / Guides, manuels, etc Séparation aveugle des sources (Traitement du signal) / Guides, manuels, etc COMPUTERS / Information Theory bisacsh TECHNOLOGY & ENGINEERING / Signals & Signal Processing bisacsh Blind source separation fast Algorithmus gnd Numerische Mathematik gnd Signalanalyse gnd Signaltrennung gnd Unabhängige Komponentenanalyse gnd Blind source separation Algorithmus (DE-588)4001183-5 gnd rswk-swf Signaltrennung (DE-588)4181278-5 gnd rswk-swf Unabhängige Komponentenanalyse (DE-588)4812492-8 gnd rswk-swf Numerische Mathematik (DE-588)4042805-9 gnd rswk-swf Signalanalyse (DE-588)4181260-8 gnd rswk-swf Unabhängige Komponentenanalyse (DE-588)4812492-8 s Signaltrennung (DE-588)4181278-5 s Signalanalyse (DE-588)4181260-8 s Numerische Mathematik (DE-588)4042805-9 s Algorithmus (DE-588)4001183-5 s 1\p DE-604 Comon, Pierre Sonstige oth Jutten, Christian 1954- Sonstige oth http://www.sciencedirect.com/science/book/9780123747266 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Handbook of blind source separation independent component analysis and applications Séparation de sources (Traitement du signal) / Guides, manuels, etc Séparation aveugle des sources (Traitement du signal) / Guides, manuels, etc COMPUTERS / Information Theory bisacsh TECHNOLOGY & ENGINEERING / Signals & Signal Processing bisacsh Blind source separation fast Algorithmus gnd Numerische Mathematik gnd Signalanalyse gnd Signaltrennung gnd Unabhängige Komponentenanalyse gnd Blind source separation Algorithmus (DE-588)4001183-5 gnd Signaltrennung (DE-588)4181278-5 gnd Unabhängige Komponentenanalyse (DE-588)4812492-8 gnd Numerische Mathematik (DE-588)4042805-9 gnd Signalanalyse (DE-588)4181260-8 gnd |
| subject_GND | (DE-588)4001183-5 (DE-588)4181278-5 (DE-588)4812492-8 (DE-588)4042805-9 (DE-588)4181260-8 |
| title | Handbook of blind source separation independent component analysis and applications |
| title_auth | Handbook of blind source separation independent component analysis and applications |
| title_exact_search | Handbook of blind source separation independent component analysis and applications |
| title_full | Handbook of blind source separation independent component analysis and applications edited by P. Comon and C. Jutten |
| title_fullStr | Handbook of blind source separation independent component analysis and applications edited by P. Comon and C. Jutten |
| title_full_unstemmed | Handbook of blind source separation independent component analysis and applications edited by P. Comon and C. Jutten |
| title_short | Handbook of blind source separation |
| title_sort | handbook of blind source separation independent component analysis and applications |
| title_sub | independent component analysis and applications |
| topic | Séparation de sources (Traitement du signal) / Guides, manuels, etc Séparation aveugle des sources (Traitement du signal) / Guides, manuels, etc COMPUTERS / Information Theory bisacsh TECHNOLOGY & ENGINEERING / Signals & Signal Processing bisacsh Blind source separation fast Algorithmus gnd Numerische Mathematik gnd Signalanalyse gnd Signaltrennung gnd Unabhängige Komponentenanalyse gnd Blind source separation Algorithmus (DE-588)4001183-5 gnd Signaltrennung (DE-588)4181278-5 gnd Unabhängige Komponentenanalyse (DE-588)4812492-8 gnd Numerische Mathematik (DE-588)4042805-9 gnd Signalanalyse (DE-588)4181260-8 gnd |
| topic_facet | Séparation de sources (Traitement du signal) / Guides, manuels, etc Séparation aveugle des sources (Traitement du signal) / Guides, manuels, etc COMPUTERS / Information Theory TECHNOLOGY & ENGINEERING / Signals & Signal Processing Blind source separation Algorithmus Numerische Mathematik Signalanalyse Signaltrennung Unabhängige Komponentenanalyse |
| url | http://www.sciencedirect.com/science/book/9780123747266 |
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