TAILIEUCHUNG - Adaptive lọc và phát hiện thay đổi P1

The areas of adaptive filtering and change (fault) detection are quite active fields. both in research and applications . Some central keywords of the book are listed in Table , and the figures. illustrated in Figure , give an idea of the relative activity in the different areas . For comparison. the two related and well established areas of adaptive control and system identification are included in the table | Adaptive Filtering and Change Detection Fredrik Gustafsson Copyright 2000 John Wiley Sons Ltd ISBNs 0-471-49287-6 Hardback 0-470-84161-3 Electronic Part I Introduction Adaptive Filtering and Change Detection Fredrik Gustafsson Copyright 2000 John Wiley Sons Ltd ISBNs 0-471-49287-6 Hardback 0-470-84161-3 Electronic Extended summary . About the book. 3 . Outlook. 3 . Aim. 4 . Background knowledge. 6 . Outline and reading advice. 7 . Adaptive linear filtering. 8 . Signal estimation. 9 . Parameter estimation using adaptive filtering. 11 . State estimation using Kalman filtering. 13 . Change detection. 17 . Filters as residual generators. 17 . Stopping rules . 18 . One-model approach. 19 . Two-model approach. 22 . Multi-model approach. 23 . Evaluation and formal design. 26 . General considerations. 26 . Performance measures. 28 . About the book . Outlook The areas of adaptive filtering and change fault detection are quite active fields both in research and applications. Some central keywords of the book are listed in Table and the figures illustrated in Figure give an idea of the relative activity in the different areas. For comparison the two related and well established areas of adaptive control and system identification are included in the table. Such a search gives a quick idea of the size of the areas but there are of course many shortcomings and the comparison may be unfair at several instances. Still it is interesting to see that the theory has reached many successful applications which is directly reflected in the 4 Extended summary Table . Keywords and number of hits March 2000 in different databases. For Sci-enceDirect the maximum number of hits is limited to 2000. On some of the rows the logical or is used for related keywords like adaptive signal processing or adaptive estimation or adaptive filter . Keyword IEL ScienceDirect IBM patent Adaptive filter .

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