Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
systems are non-linear. For instance, the velocity model used in this implementation (restated below for convenience) is non-linear due to the presence of trigonometric functions, which relate the robot’s orientation to changes in its position. Changes in position (x and y coordinates) depend on