Adaptive filtering and change detection / / Fredrik Gustafsson
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| Autore: |
Gustafsson Fredrik
|
| Titolo: |
Adaptive filtering and change detection / / Fredrik Gustafsson
|
| Pubblicazione: | Chichester, West Sussex, England : , : John Wiley & Sons, Ltd, , 2000 |
| ©2000 | |
| Descrizione fisica: | 1 online resource (512 p.) |
| Disciplina: | 621.3822 |
| Soggetto topico: | Adaptive filters |
| Electric fault location | |
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | 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 | |
| Sommario/riassunto: | 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 applicatio |
| Titolo autorizzato: | Adaptive filtering and change detection |
| ISBN: | 1-280-55504-1 |
| 9786610555048 | |
| 0-470-85340-9 | |
| 1-60119-546-X | |
| 0-470-84161-3 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910146050703321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |