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Adaptive Filtering and Change Detection

Adaptive Filtering and Change Detection

by Fredrik Gustafsson
Hardback
Publication Date: 27/07/2000

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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.
ISBN:
9780471492870
9780471492870
Category:
Communications engineering / telecommunications
Format:
Hardback
Publication Date:
27-07-2000
Language:
English
Publisher:
John Wiley & Sons Inc
Country of origin:
United States
Pages:
512
Dimensions (mm):
251x175x30mm
Weight:
1.08kg

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