Articles by tag: nis

NEES/NIS Diagnosis of Kalman Filters under Nonlinearity

Comparison of KF, UKF and Particle Filter under Non-Gaussian Noises and Nonlinear Dynamics. NEES and NIS Metrics for Filter Consistency Assessment.