Adaptive Filtering Primer With Matlab

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  • Engels
  • Paperback
  • 9780849370434
  • 14 februari 2006
  • 223 pagina's
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Explains the fundamentals of adaptive filtering supported by numerous examples and computer simulations. This book introduces 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.



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.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Paperback
Oorspronkelijke releasedatum
14 februari 2006
Aantal pagina's
223
Illustraties
Nee

Betrokkenen

Tweede Auteur
Zayed M. Ramadan
Hoofduitgeverij
Crc Pr I Llc

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Originele titel
Adaptive Filtering Primer with MATLAB

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Nee
Product breedte
199 mm
Product hoogte
13 mm
Product lengte
229 mm
Studieboek
Nee
Verpakking breedte
146 mm
Verpakking hoogte
13 mm
Verpakking lengte
229 mm
Verpakkingsgewicht
340 g

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9780849370434
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