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[null,"1.","Record Nr.",null,"UNINA9910146050703321"]
[null,null,"Autore",null,"Gustafsson Fredrik"]
[null,null,"Titolo",null,"Adaptive filtering and change detection / / Fredrik Gustafsson"]
[null,null,"Pubbl/distr/stampa",null,"Chichester, West Sussex, England : , : John Wiley & Sons, Ltd, , 2000"]
[{"$nulls":4},"©2000"]
[null,null,"ISBN",null,"1-280-55504-1"]
[{"$nulls":4},"9786610555048"]
[{"$nulls":4},"0-470-85340-9"]
[{"$nulls":4},"1-60119-546-X"]
[{"$nulls":4},"0-470-84161-3"]
[null,null,"Descrizione fisica",null,"1 online resource (512 p.)"]
[null,null,"Disciplina",null,"621.3822"]
[null,null,"Soggetti",null,"Adaptive filters"]
[{"$nulls":4},"Electric fault location"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Description based upon print version of record."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"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"]
[{"$nulls":4},"13. Linear estimationA. Signal models and notation; B. Fault detection terminology; Bibliography; Index"]
[null,null,null,"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"]