Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
and using the Markov Assumption combined with the Law of Total Probabilities we arrive at the formulation of the Bayes Filter equation. The Bayes Filter Formula. Source: Probabilistic Robotics slides Finally, the Bayes Filter formula can be implemented with the algorithm shown below. In this