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» Morphing Ensemble Kalman Filters
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CORR
2007
Springer
76views Education» more  CORR 2007»
13 years 4 months ago
Morphing Ensemble Kalman Filters
Jonathan D. Beezley, Jan Mandel
CDC
2008
IEEE
115views Control Systems» more  CDC 2008»
13 years 4 months ago
Ensemble-on-demand Kalman filter for large-scale systems with time-sparse measurements
The ensemble Kalman filter for data assimilation involves the propagation of a collection of ensemble members. Under the assumption of time-sparse measurements, we avoid propagatin...
In Sung Kim, Bruno Otávio Soares Teixeira, ...
AMC
2007
93views more  AMC 2007»
13 years 4 months ago
Radar network scanning coordination based on ensemble transform Kalman filtering variance optimization
In this work the variance of the error of analyzed wind fields obtained from an ensemble Kalman filter is used as a criterion with which to optimize radar network scanning strat...
Luther White, Alan Shapiro
CDC
2008
IEEE
217views Control Systems» more  CDC 2008»
13 years 4 months ago
An ensemble Kalman filtering approach to highway traffic estimation using GPS enabled mobile devices
Traffic state estimation is a challenging problem for the transportation community due to the limited deployment of sensing infrastructure. However, recent trends in the mobile pho...
Daniel B. Work, Olli-Pekka Tossavainen, Sebastien ...
MCS
2008
Springer
13 years 4 months ago
A wildland fire model with data assimilation
A wildfire model is formulated based on balance equations for energy and fuel, where the fuel loss due to combustion corresponds to the fuel reaction rate. The resulting coupled p...
Jan Mandel, Lynn S. Bennethum, Jonathan D. Beezley...