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...

Full description

Bibliographic Details
Main Author:	Poularikas, Alexander D., 1933- (Author)
Corporate Author:	Taylor & Francis
Format:	eBook
Language:	English
Language Notes:	English.
Published:	Boca Raton : CRC Press, Taylor & Francis, [2015]
Subjects:	MATLAB. 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. Adaptive filters > Mathematical models Adaptive signal processing > Mathematics Least squares > Data processing Electronic books.
Online Access:	Connect to the full text of this electronic book Connect to the full text of this electronic book

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.