- Start with a linear KF with cartesian updates - Learn and write up equations for the bicycle model/Ackermann steering - https://thomasfermi.github.io/Algorithms-for-Automated-Driving/Control/BicycleModel.html - Run an EKF simulation with Ackermann model - Incorporate third dimension