Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
perfectly with the observation. The step-like pattern observed in the animation is a result of the filter’s predict-update cycle. During prediction, the blue line diverges from the observation as it adheres to the motion model. However, in the update phase, given equal trust in the observation, the