EAN: 9783319183466

Bilder-Quelle: discount24.de - Sport-Freizeit

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.

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31.03.2025 um 16:19 Uhr

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