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., 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.
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Summary:	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 statistical signal processing area-the least mean square (LMS) adaptive filter. This largely self-contained text:Discusses random variables, stochastic processes, vectors, matrices, determinants, discrete random signals, and probability distributionsExplains how to find the eigenvalues and eigenvectors of a.
Physical Description:	1 online resource (xviii, 343 pages) : illustrations
Bibliography:	Includes bibliographical references and index.
ISBN:	9781482253368 1482253364