Adaptive filtering and change detection /
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 no...
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| Format: | eBook |
| Language: | English |
| Language Notes: | English. |
| Published: |
Chichester, England ; New York :
Wiley,
2000.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | 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). |
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| Physical Description: | 1 online resource (x, 500 pages) : illustrations : digital, HTML and PDF files |
| Format: | Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. |
| Bibliography: | Includes bibliographical references (pages 477-492) and index. |
| ISBN: | 9781601195463 160119546X 0470841613 9780470841617 1280555041 9781280555046 9786610555048 6610555044 0470853409 9780470853405 |