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Adaptive Filtering and Change Detection
Contributor(s): Gustafsson, Fredrik (Author)

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 ISBN: 0471492876     ISBN-13: 9780471492870
Publisher: Wiley
OUR PRICE: $208.00  

Binding Type: Hardcover - See All Available Formats & Editions
Published: October 2000
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Annotation: 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.


Additional Information
BISAC Categories:
- Technology & Engineering | Electronics - Digital
- Technology & Engineering | Electrical
- Technology & Engineering | Telecommunications
Dewey: 021.381
LCCN: 00710275
Physical Information: 1.39" H x 6.45" W x 9.46" L (1.90 lbs) 510 pages
Features: Illustrated
 
Descriptions, Reviews, Etc.
Publisher Description:
Der Autor dieses Buches behandelt den Nachweis von Veränderungen als natürliche Erweiterung der adaptiven Filterung und erklärt sowohl die mathematischen Grundlagen als auch die Anwendung adaptiver Techniken ausführlich und verständlich. In bislang einmaliger Weise wird die Theorie mit Anwendungen aus der Luftfahrt- und Automobiltechnik sowie der Nachrichtentechnik verknüpft. Vom zugehörigen Webserver lassen sich Matlab-Tools abrufen, mit deren Hilfe die im Buch beschriebenen Simulationen nachvollzogen werden können. (08/00)
 
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