Robotics, Kalman Filter, Robot Operating System, State Estimation, Artificial Intelligence.
typically recommended for practical applications. Its principal limitation stems from the assumption that both the process (or action) and measurement models are linear. This linear assumption is embedded in the equations of both models, which are restated below for your reference. The state x_t is