Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
come at no surprise. The predicted trajectory of the robot (blue) very quickly diverges from the observation (red), as the predict step, based on the motion model, dominates the process, and very little of the observation is incorporated during the update step. Kalman Filter with high observation