Duan Li

Composite adaptive cubature kalman filter with hierarchical bayesian noise estimation and NIS-gated Q-adaptation

Navigation and tracking systems for aerospace and low-altitude platforms suffer from significant noise uncertainties: platform maneuvering leads to time-varying process noise covariance Q, while sensor aging and atmospheric propagation interference cause drift in measurement noise covariance R. Nevertheless, the standa...