Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
equations linear is to retain the Gaussian nature of the probability distributions for the states. Non-linear operations would transform these distributions into non-Gaussian ones, disrupting the filter’s recursive framework and its simple update equations. The problem is that many real-world