Nonlinear Data Assimilation
Produktnummer:
1840d20bfce5c44105abb72514d9085b59
Autor: | Cheng, Yuan Reich, Sebastian Van Leeuwen, Peter Jan |
---|---|
Themengebiete: | applied dynamical systems data assimilation nonlinear data particle filters proposal densities |
Veröffentlichungsdatum: | 22.07.2015 |
EAN: | 9783319183473 |
Sprache: | Englisch |
Seitenzahl: | 118 |
Produktart: | Unbekannt |
Verlag: | Springer International Publishing |
Produktinformationen "Nonlinear Data Assimilation"
This book contains two review articles on nonlinear data assimilation that deal with closely related topics but were written and can be read independently. Both contributions focus on so-called particle filters.The first contribution by Jan van Leeuwen focuses on the potential of proposal densities. It discusses the issues with present-day particle filters and explorers new ideas for proposal densities to solve them, converging to particle filters that work well in systems of any dimension, closing the contribution with a high-dimensional example. The second contribution by Cheng and Reich discusses a unified framework for ensemble-transform particle filters. This allows one to bridge successful ensemble Kalman filters with fully nonlinear particle filters, and allows a proper introduction of localization in particle filters, which has been lacking up to now.

Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen