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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Amsterdam ; Boston :
Elsevier,
2010.
|
| Edición: | 1st ed. |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Information
- Contrast functions
- Likelihood
- Algebraic methods after prewhitening
- Iterative algorithms
- Second order methods based on color
- Convolutive mixtures
- Algebraic identification of under-determined mixtures
- Sparse component analysis
- Quadratic time-frequency domain methods
- Bayesian approaches
- Non-negative mixtures
- Nonlinear mixtures
- Semi-blind methods for communications
- Overview of source separation applications
- Application to telecommunications
- Biomedical applications
- Audio applications.