Autonomy starts with knowing what the rover did. Encoders and IMU make motion measurable. Distance sensors make obstacles visible. Mapping sensors come after the basics work.
Outdoor rovers often need GPS and telemetry. Indoor rovers usually need ToF, LiDAR or camera references instead.