You might also like

More about Nonlinear Data Assimilation

• Book details
• Synopsis
• Trending among others

You get 98 loyalty points

Book synopsis

This volume of Frontiers in Applied Dynamical Systems focuses on two potential solutions to the nonlinear data-assimilation problem in high-dimensional systems. Both contributions focus on so-called particle filters. The contribution of 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 contribution by Reich and Cotter 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 localisation in particle filters, which has been lacking up to now.§

Book details

Book category Books in English Mathematics & science Mathematics Calculus & mathematical analysis

• Full title: Nonlinear Data Assimilation
• Author: Peter Jan van Leeuwen, Sebastian Reich, Yuan Cheng
• Language: English
• Binding: Paperback
• Number of pages: 118
• EAN: 9783319183466
• ISBN: 331918346X
• ID: 09261150
• Publisher: Springer International Publishing AG
• Weight: 272 g
• Dimensions: 159 × 238 × 8 mm
• Date of publishing: 25. July 2015

Trending among others

---

---

---