Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
covariance is set to the identity matrix, effectively assigning some degree of uncertainty to our prior. Again, if we had a GPS, we could use the covariance reported by such sensor as our initial uncertainty. Another crucial set of initialization parameters are the process and observation noise