Continuous-Discrete Derivative-Free Extended Kalman Filter Based on Euler-Maruyama and Itô-Taylor Discretizations

The author explores continuous-discrete DF-EKF methods based on different discretization schemes, aiming to preserve information about stochastic processes while providing stable estimation procedures.