Jing Long

A Prediction-Enhanced Polynomial Kalman Filter Using Higher-Order Predictive Representations for State Estimation

The conventional Kalman filter operates primarily in the original first-order state-prediction space, which limits the explicit utilization of higher-order state-coupling and predictive statistical structures. To enlarge the candidate prediction space, this study proposes a Prediction-Enhanced Polynomial Kalman Filter...