Credible Uncertainty Quantification under Noise and System Model Mismatch

Penggao Yan, Xingqun Zhan, Rui Sun +1

State estimators often provide self-assessed uncertainty metrics, such as covariance matrices, whose credibility is critical for downstream tasks. However, these self-assessments c…