Nonlinear Data Assimilation

by Peter Jan Van Leeuwen

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...

• Format: Paperback
• Language: English
• ISBN: 331918346X
• ISBN13: 9783319183466
• Release Date: July 2015
• Publisher: Springer
• Length: 118 Pages
• Weight: 0.59 lbs.
• Dimensions: 0.3" x 6.0" x 9.2"