An ensemble Kalman-Bucy filter for continuous data assimilation

An ensemble Kalman-Bucy filter for continuous data assimilation

Blog Article

The ensemble Kalman filter has emerged natio celebrate eyeshadow palette as a promising filter algorithm for nonlinear differential equations subject to intermittent observations.In this paper, we extend the well-known Kalman-Bucy filter for linear differential equations subject to continous observations to the ensemble setting and hobbit door for sale nonlinear differential equations.The proposed filter is called the ensemble Kalman-Bucy filter and its performance is demonstrated for a simple mechanical model (Langevin dynamics) subject to incremental observations of its velocity.