02904nam 2200577 450 991014605070332120230422043249.01-280-55504-197866105550480-470-85340-91-60119-546-X0-470-84161-3(CKB)1000000000019109(EBL)139830(SSID)ssj0000071361(PQKBManifestationID)11109930(PQKBTitleCode)TC0000071361(PQKBWorkID)10070741(PQKB)10232103(MiAaPQ)EBC139830(OCoLC)53877385(EXLCZ)99100000000001910920160815h20002000 uy 0engur|n|---|||||txtccrAdaptive filtering and change detection /Fredrik GustafssonChichester, West Sussex, England :John Wiley & Sons, Ltd,2000.©20001 online resource (512 p.)Description based upon print version of record.0-471-49287-6 Includes bibliographical references and index.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 theory13. Linear estimationA. Signal models and notation; B. Fault detection terminology; Bibliography; IndexAdaptive 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 applicatioAdaptive filtersElectric fault locationAdaptive filters.Electric fault location.621.3822Gustafsson Fredrik884239MiAaPQMiAaPQMiAaPQBOOK9910146050703321Adaptive filtering and change detection1974515UNINA