Adaptive filtering and change detection:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Chichester, England
Wiley
2000
|
| Schlagworte: | |
| Online-Zugang: | FRO01 TUM01 Volltext Volltext |
| Beschreibung: | Includes bibliographical references (p. [477]-492) and index Extended summary -- - Applications -- - On-line approaches -- Off-line approaches -- - Adaptive filtering -- - Change detection based on sliding windows -- - Change detection based on filter banks -- - Kalman filtering -- - Change detection based on likelihood ratios -- - Change detection based on multiple models -- Change detection based on algebraical consistency tests -- - Evaluation theory -- - Linear estimation -- - Signal models and notation -- - Fault detection terminology Adaptive filtering is a classical branch of digital signal processing (DSP). Industrial interest in adaptive filtering grows continuously with the increase in computer performance that allows ever more conplex algorithms to be run in real-time. Change detection is a type of adaptive filtering for non-stationary signals and is also the basic tool in fault detection and diagnosis.Often considered as separate subjects Adaptive Filtering and Change Detection bridges a gap in the literature with a unified treatment of these areas, emphasizing that change detection is a natural extension of adaptive filters, and adaptive filters are the basic building blocks in all change detectors. By providing a timely and innovative resource, applied engineers, researchers and postgraduate students studying DSP will all find this an indispensable and enlightening read! * Presents a comprehensive and complete treatment of adapative filtering * Provides a unifying framework for the theory of change detection based on a filtering approach * Combines mathematical tools (algebra, calculus, statistics) and applications areas (airborne, automotive, communication systems, standard signal processing and automatic control applications) |
| Beschreibung: | 1 Online-Ressource (x, 500 p.) |
| ISBN: | 0470841613 0471492876 160119546X 9780470841617 9780471492870 9781601195463 |
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| spelling | Adaptive filtering and change detection Fredrik Gustafsson Chichester, England Wiley 2000 1 Online-Ressource (x, 500 p.) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (p. [477]-492) and index Extended summary -- - Applications -- - On-line approaches -- Off-line approaches -- - Adaptive filtering -- - Change detection based on sliding windows -- - Change detection based on filter banks -- - Kalman filtering -- - Change detection based on likelihood ratios -- - Change detection based on multiple models -- Change detection based on algebraical consistency tests -- - Evaluation theory -- - Linear estimation -- - Signal models and notation -- - Fault detection terminology Adaptive filtering is a classical branch of digital signal processing (DSP). Industrial interest in adaptive filtering grows continuously with the increase in computer performance that allows ever more conplex algorithms to be run in real-time. Change detection is a type of adaptive filtering for non-stationary signals and is also the basic tool in fault detection and diagnosis.Often considered as separate subjects Adaptive Filtering and Change Detection bridges a gap in the literature with a unified treatment of these areas, emphasizing that change detection is a natural extension of adaptive filters, and adaptive filters are the basic building blocks in all change detectors. By providing a timely and innovative resource, applied engineers, researchers and postgraduate students studying DSP will all find this an indispensable and enlightening read! * Presents a comprehensive and complete treatment of adapative filtering * Provides a unifying framework for the theory of change detection based on a filtering approach * Combines mathematical tools (algebra, calculus, statistics) and applications areas (airborne, automotive, communication systems, standard signal processing and automatic control applications) Filtros elétricos adaptativos larpcal Adaptives Filter swd Fehlererkennung swd Adaptive filters Electric fault location Filtres adaptatifs Défauts électriques / Localisation Filtros elétricos adaptativos / larpcal Adaptives Filter / swd Fehlererkennung / swd Adaptives Filter (DE-588)4141377-5 gnd rswk-swf Digitale Signalverarbeitung (DE-588)4113314-6 gnd rswk-swf Fehlererkennung (DE-588)4133764-5 gnd rswk-swf Adaptives Filter (DE-588)4141377-5 s Fehlererkennung (DE-588)4133764-5 s 1\p DE-604 Digitale Signalverarbeitung (DE-588)4113314-6 s 2\p DE-604 Gustafsson, Fredrik Sonstige oth https://onlinelibrary.wiley.com/doi/book/10.1002/0470841613 Verlag Volltext https://onlinelibrary.wiley.com/doi/book/10.1002/9780470841617 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Adaptive filtering and change detection Filtros elétricos adaptativos larpcal Adaptives Filter swd Fehlererkennung swd Adaptive filters Electric fault location Filtres adaptatifs Défauts électriques / Localisation Filtros elétricos adaptativos / larpcal Adaptives Filter / swd Fehlererkennung / swd Adaptives Filter (DE-588)4141377-5 gnd Digitale Signalverarbeitung (DE-588)4113314-6 gnd Fehlererkennung (DE-588)4133764-5 gnd |
| subject_GND | (DE-588)4141377-5 (DE-588)4113314-6 (DE-588)4133764-5 |
| title | Adaptive filtering and change detection |
| title_auth | Adaptive filtering and change detection |
| title_exact_search | Adaptive filtering and change detection |
| title_full | Adaptive filtering and change detection Fredrik Gustafsson |
| title_fullStr | Adaptive filtering and change detection Fredrik Gustafsson |
| title_full_unstemmed | Adaptive filtering and change detection Fredrik Gustafsson |
| title_short | Adaptive filtering and change detection |
| title_sort | adaptive filtering and change detection |
| topic | Filtros elétricos adaptativos larpcal Adaptives Filter swd Fehlererkennung swd Adaptive filters Electric fault location Filtres adaptatifs Défauts électriques / Localisation Filtros elétricos adaptativos / larpcal Adaptives Filter / swd Fehlererkennung / swd Adaptives Filter (DE-588)4141377-5 gnd Digitale Signalverarbeitung (DE-588)4113314-6 gnd Fehlererkennung (DE-588)4133764-5 gnd |
| topic_facet | Filtros elétricos adaptativos Adaptives Filter Fehlererkennung Adaptive filters Electric fault location Filtres adaptatifs Défauts électriques / Localisation Filtros elétricos adaptativos / larpcal Adaptives Filter / swd Fehlererkennung / swd Digitale Signalverarbeitung |
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