Adaptive Filtering Primer with MATLAB (Electrical Engineering Primer) - Hardcover

Buch 1 von 2: Electrical Engineering Primer Series

Poularikas, Alexander D.

 
9781138417939: Adaptive Filtering Primer with MATLAB (Electrical Engineering Primer)
Hardcover
ISBN 10: 1138417939 ISBN 13: 9781138417939
Verlag: Taylor & Francis Ltd, 2017

Inhaltsangabe

Because of the wide use of adaptive filtering in digital signal processing and, because most of the modern electronic devices include some type of an adaptive filter, a text that brings forth the fundamentals of this field was necessary. The material and the principles presented in this book are easily accessible to engineers, scientists, and students who would like to learn the fundamentals of this field and have a background at the bachelor level.

Adaptive Filtering Primer with MATLAB clearly explains the fundamentals of adaptive filtering supported by numerous examples and computer simulations. The authors introduce discrete-time signal processing, random variables and stochastic processes, the Wiener filter, properties of the error surface, the steepest descent method, and the least mean square (LMS) algorithm. They also supply many MATLAB functions and m-files along with computer experiments to illustrate how to apply the concepts to real-world problems. The book includes problems along with hints, suggestions, and solutions for solving them. An appendix on matrix computations completes the self-contained coverage.

With applications across a wide range of areas, including radar, communications, control, medical instrumentation, and seismology, Adaptive Filtering Primer with MATLAB is an ideal companion for quick reference and a perfect, concise introduction to the field.

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Über die Autorin bzw. den Autor

Alexander D. Poularikas, Zayed M. Ramadan

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Verlag
Taylor & Francis Ltd
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
1138417939
ISBN 13 
9781138417939
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
238
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Buchbär
info@buchbaer.de

Weberstr. 67
Osnabrück
49084
Deutschland

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9780849370434: Adaptive Filtering Primer with MATLAB (Electrical Engineering Primer)

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Softcover