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Record Nr. |
UNINA9910146050703321 |
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Autore |
Gustafsson Fredrik |
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Titolo |
Adaptive filtering and change detection / / Fredrik Gustafsson |
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Pubbl/distr/stampa |
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Chichester, West Sussex, England : , : John Wiley & Sons, Ltd, , 2000 |
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©2000 |
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ISBN |
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1-280-55504-1 |
9786610555048 |
0-470-85340-9 |
1-60119-546-X |
0-470-84161-3 |
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Descrizione fisica |
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1 online resource (512 p.) |
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Disciplina |
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Soggetti |
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Adaptive filters |
Electric fault location |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Adaptive Filtering and Change Detection; Contents; Preface; Part I: Introduction; 1. Extended summary; 2. Applications; Part II: Signal estimation; 3. On-line approaches; 4. Off-line approaches; Part III: Parameter estimation; 5. Adaptive filtering; 6. Change detection based on sliding windows; 7. Change detection based on filter banks; Part IV: State estimation; 8. Kalman filtering; 9. Change detection based on likelihood ratios; 10. Change detection based on multiple models; 11. Change detection based on algebraical consistency tests; Part V: Theory; 12. Evaluation theory |
13. Linear estimationA. Signal models and notation; B. Fault detection terminology; Bibliography; Index |
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Sommario/riassunto |
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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 |
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