Backpropagation-Based Analytical Derivatives of EKF Covariance for Active Sensing

Jonas Benhamou, Silvère Bonnabel, Camille Chapdelaine

To enhance accuracy of robot state estimation, active sensing (or perception-aware) methods seek trajectories that maximize the information gathered by the sensors. To this aim, on…