Esparza Peidro, Alicia; Agüero, Juan C.; Rojas, Cristian R.; Godoy, Boris I.(International Federation of Automatic Control, 2011)
In this paper, we generalize existing fundamental limitations on the accuracy of the estimation of dynamic models. In addition, we study the large sample statistical behavior of different estimation-based controller design ...
The ensemble Kalman filter (EnKF) is now widely used in diverse disciplines to estimate model parameters and update model states by integrating observed data. The EnKF is known to perform optimally only for multi-Gaussian ...