Hierarchical Variational Kalman Filtering

Shilei Li, Dawei Shi, Wei Zheng +1

Traditional variational Kalman filtering with unknown noise statistics suffers from inconsistent process covariance estimation and slow convergence speed, limiting its practical ut…