Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
Gaussian, updates the belief. Thus, we remain within the realm of Gaussians. So without further ado, the Kalman Filter algorithm and its components are defined in the following two figures: The Kalman Filter algorithm. Source: Probabilistic Robotics book. Components of the Kalman Filter algorithm.