Hybrid Adaptive Kalman Filtering for Data-Efficient Joint Tracking and Classification

Jiho Lee, Nisar R. Ahmed, Rebecca Russell

Kalman filtering performance is highly sensitive to model mismatch and noise covariance tuning. Learning-based approaches address these limitations but typically rely on supervised…