Adaptive Filtering and Change Detection
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Beschreibung
Adaptive filtering is a branch of digital signal processing whichenables the selective enhancement of desired elements of a signaland the reduction of undesired elements. Change detection isanother kind of adaptive filtering for non-stationary signals, andis the basic tool in fault detection and diagnosis.
This text takes the unique approach that change detection is anatural extension of adaptive filtering, and the broad coverageencompasses both the mathematical tools needed for adaptivefiltering and change detection and the applications of thetechnology. Real engineering applications covered include aircraft,automotive, communication systems, signal processing and automaticcontrol problems. The unique integration of both theory andpractical applications makes this book a valuable resourcecombining information otherwise only available in separate sources
* Comprehensive coverage includes many examples and case studiesto illustrate the ideas and show what can be achieved
* Uniquely integrates applications to airborne, automotive andcommunications systems with the essential mathematical tools
* Accompanying Matlab toolbox available on the web illustratingthe main ideas and enabling the reader to do simulations using allthe figures and numerical examples featured
This text would prove to be an essential reference forpostgraduates and researchers studying digital signal processing aswell as practising digital signal processing engineers.
Autor*in
Fredrik Gustafsson
Themen in »Adaptive Filtering and Change Detection«
Adaptives Filter Digitale Signalverarbeitung Electrical & Electronics Engineering Elektrotechnik u. Elektronik Signal Processing Signalverarbeitung
Stimmen zu »Adaptive Filtering and Change Detection«
"This book has acquired a permanent place on my bookshelf becauseit brings together topics I have previously only seen in researchpapers an provides hard-won practical advice on how those topicsmay be tuned to solve real problems...." (CVu, April 2001)
"this is a good book in terms of the topics selected and theapproaches adopted...useful for all specialists interested indigital signal processing, who will find the book an indispensableand enlightening read." (Studies in Informatics & Control,March 2002)
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