Abstract: Systems, methods, and apparatuses for vehicle localization. The vehicle can include a data processing system (“DPS”) including one or more processors and memory. The DPS can receive sensor data from sensors of the vehicle. The DPS can identify a historical road profile of the ground for a first location of the vehicle. The DPS can generate a current road profile of the ground. The DPS can determine a lateral deviation of the vehicle. The DPS can determine a match between the historical road profile and the current road profile at a second location that aligns with the lateral deviation. The DPS can provide an indication of a current location of the vehicle as the second location.

Abstract: Systems, methods, and apparatuses for controlling components of a vehicle are provided. The vehicle can include a data processing system (“DPS”) including one or more processors and memory. The DPS can receive sensor data from sensors of the vehicle. The DPS can determine a vehicle body height. The DPS can determine a vehicle roll angle. The DPS can determine a first height of a road and a second height or the road. The DPS can determine a road height based on the first height of the road and the second height of the road. The DPS can provide the road height to a controller of one or more vehicles. The DPS can adjust the component of the one or more vehicles.