Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
the velocity model is utilized to update the mean, incorporating changes due to controls, while the covariance is updated to reflect uncertainty from actuator noise. Subsequently, in the update step, a portion (determined by the Kalman gain) of the difference between the predicted state and the