Handbook of Blind Source Separation
Subtitle: Independent Component Analysis and Applications
Contributors: Jutten, Christian, 1954-; ScienceDirect (Online service)
Publisher: Elsevier
Published: 2010
Place of publication: Burlington
Language: eng
Format: [electronic resource] :
ISBN-13: 9780080884943
Description: The definitive reference on blind source sampling edited by the pioneers in the field, with contributions from 34 worldwide experts, containing all the methods, techniques, algorithms and applications that an engineer and scientist needs to know.
Notes: Electronic reproduction. Available via World Wide Web.

Mode of access: World Wide Web.
Table of contents: title: Front cover; Half page; Title page; Copyright page; Contents; About the editors; Preface; Contributors; Chapter 1. Introduction; Chapter 2. Information; Chapter 3. Contrasts; Chapter 4. Likelihood; Chapter 5. Algebraic methods after prewhitening; Chapter 6. Iterative algorithms; Chapter 7. Second-order methods based on color; Chapter 8. Convolutive mixtures; Chapter 9. Algebraic identification of under-determined mixtures; Chapter 10. Sparse component analysis; Chapter 11. Quadratic time-frequency domain methods; Chapter 12. Bayesian approaches; Chapter 13. Non-negative mixtures; title: Chapter 14. Nonlinear mixturesChapter 15. Semi-blind methods for communications; Chapter 16. Overview of source separation applications; Chapter 17. Application to telecommunications; Chapter 18. Biomedical applications; Chapter 19. Audio applications; Glossary; Index;