Blind Signal Processing Theory and Practice /

"Blind Signal Processing: Theory and Practice" not only introduces related fundamental mathematics, but also reflects the numerous advances in the field, such as probability density estimation-based processing algorithms, underdetermined models, complex value methods, uncertainty of order...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Shi, Xizhi (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Temas:
Signal processing.
Computer science-Mathematics.
Telecommunication.
Computer vision.
Signal, Speech and Image Processing .
Mathematical Applications in Computer Science.
Communications Engineering, Networks.
Computer Vision.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Chapter 1. Introduction
  • Chapter 2. Mathematical Description of Blind Signal Processing
  • Chapter 3. Independent Component Analysis (ICA)
  • Chapter 4. Non-Linear Principal Component Analysis (PCA) and Feature Extraction
  • Chapter 5. Non-Linear ICA
  • Chapter 6. Convolutive Mixture and Blind Deconvolution
  • Chapter 7. Probability Density Estimation Based Blind Processing Algorithm
  • Chapter 8. Joint Approximate Diagonalization method - Features in Frequency Domain and Time Domain
  • Chapter 9. Extension of Blind Signal Processing
  • Chapter 10.Data Analysis and Application Study.

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