Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
extended periods. Additionally, the filter’s limitations in modeling the uncertainty inherent in non-linear systems can lead to the true uncertainty being underestimated. Moreover, the Kalman Gain may not be computed optimally. As a result, the filter could either overemphasize noisy measurements