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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
Main Author: Poularikas, Alexander D.
Format: eBook
Language:English
Published: Boca Raton CRC Press, Taylor & Francis 2015
Subjects:
Mathematics / Probability & Statistics / General / Bisacsh
Filtres Adaptatifs / Modèles Mathématiques
Adaptive Filters / Mathematical Models
Adaptive Signal Processing / Mathematics
Technology & Engineering / Mechanical / Bisacsh
Matlab / Fast
Least Squares / Data Processing
Matlab. / Http://id.loc.gov/authorities/names/n92036881
Traitement Adaptatif Du Signal / Mathématiques
Adaptive Signal Processing / Mathematics / Fast
Adaptive Filters / Mathematical Models / Fast
Least Squares / Data Processing / Fast
Technology & Engineering / Electrical / Bisacsh
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Table of Contents:
  • Includes bibliographical references and index
  • 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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