Adaptive Filtering and Change Detection - Hardcover

Gustafsson

 
9780471492870: Adaptive Filtering and Change Detection
Hardcover
ISBN 10: 0471492876 ISBN 13: 9780471492870
Verlag: John Wiley & Sons, 2000

Inhaltsangabe

Adaptive filtering is a branch of digital signal processing which enables the selective enhancement of desired elements of a signal and the reduction of undesired elements. Change detection is another kind of adaptive filtering for non-stationary signals, and is the basic tool in fault detection and diagnosis.
This text takes the unique approach that change detection is a natural extension of adaptive filtering, and the broad coverage encompasses both the mathematical tools needed for adaptive filtering and change detection and the applications of the technology. Real engineering applications covered include aircraft, automotive, communication systems, signal processing and automatic control problems. The unique integration of both theory and practical applications makes this book a valuable resource combining information otherwise only available in separate sources

  • Comprehensive coverage includes many examples and case studies to illustrate the ideas and show what can be achieved
  • Uniquely integrates applications to airborne, automotive and communications systems with the essential mathematical tools
  • Accompanying Matlab toolbox available on the web illustrating the main ideas and enabling the reader to do simulations using all the figures and numerical examples featured


This text would prove to be an essential reference for postgraduates and researchers studying digital signal processing as well as practising digital signal processing engineers.

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Über die Autorin bzw. den Autor

Fredrik Gustafsson is a Swedish professor of sensor informatics at Linköping University.

Von der hinteren Coverseite

Adaptive filtering is a classical branch of digital signal processing (DSP). Industrial interest in adaptive filtering grows continuously with the increase in computer performance that allows ever more conplex algorithms to be run in real-time. Change detection is a type of adaptive filtering for non-stationary signals and is also the basic tool in fault detection and diagnosis.

Often considered as separate subjects Adaptive Filtering and Change Detection bridges a gap in the literature with a unified treatment of these areas, emphasizing that change detection is a natural extension of adaptive filters, and adaptive filters are the basic building blocks in all change detectors.
By providing a timely and innovative resource, applied engineers, researchers and postgraduate students studying DSP will all find this an indispensable and enlightening read!

* Presents a comprehensive and complete treatment of adapative filtering

* Provides a unifying framework for the theory of change detection based on a filtering approach

* Combines mathematical tools (algebra, calculus, statistics) and applications areas (airborne, automotive, communication systems, standard signal processing and automatic control applications)

* Features extensive examples and case studies which can be reproduced and investigated in an accompanying Matlab demo toolbox.

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Verlag
John Wiley & Sons
Erscheinungsdatum
2000
Sprache
Englisch
ISBN 10 
0471492876
ISBN 13 
9780471492870
Einband
Tapa dura
Anzahl der Seiten
516
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

Weitere beliebte Ausgaben desselben Titels

9780470841617: Adaptive Filtering and Change Detection

Vorgestellte Ausgabe

ISBN 10:  0470841613 ISBN 13:  9780470841617
Softcover