Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
# Observation noise covariance (Q) self.Q = np.diag(self.obs_noise_std ** 2) One aspect of the Kalman Filter that gains clarity through implementation involves understanding how to construct model matrices. While we’ve acknowledged the necessity of matrices A, B, and C, we haven’t discussed how to