Adaptive filtering : fundamentals of least mean squares with MATLAB /

Adaptive filters are used in many diverse applications, appearing in everything from military instruments to cellphones and home appliances. Adaptive Filtering: Fundamentals of Least Mean Squares with MATLAB® covers the core concepts of this important field, focusing on a vital part of the statistic...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Poularikas, Alexander D., 1933- (Author)
Format: Electronic eBook
Language:Inglés
Published: Boca Raton : CRC Press, Taylor & Francis, [2015]
Subjects:
MATLAB.
Adaptive filters > Mathematical models.
Adaptive signal processing > Mathematics.
Least squares > Data processing.
Filtres adaptatifs > Modèles mathématiques.
Traitement adaptatif du signal > Mathématiques.
MATHEMATICS > Probability & Statistics > General.
TECHNOLOGY & ENGINEERING > Electrical.
TECHNOLOGY & ENGINEERING > Mechanical.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Chapter 1. Vectors
  • chapter 2. Matrices
  • chapter 3. Processing of discrete deterministic signals : discrete systems
  • chapter 4. Discrete-time random processes
  • chapter 5. The Wiener filter
  • chapter 6. Eigenvalues of Rx : properties of the error surface
  • chapter 7. Newton's and steepest descent methods
  • chapter 8. The least mean-square algorithm
  • chapter 9. Variants of least mean-square algorithm.

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