Cubature Ensemble Kalman Filter for Highly Dimensional Strongly Nonlinear Systems

The Ensemble Kalman filter (EnKF) was introduced for highly dimensional systems, but it has poor performance in the presence of strong nonlinearities. The Cubature Kalman filter (CKF) has outstanding performance in strongly nonlinear systems, however, it is limited by high dimensionality. In this wo...

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Bibliographic Details
Main Authors: Qingwen Meng, Harry Leib, Xuyou Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9162023/