Localization

Determining the robot's pose (position + orientation) within a known map using sensor observations. Localization methods include: AMCL (particle filter on laser scans), visual localization (matching camera images to a map), GPS/RTK (outdoor), and UWB (indoor). Robust localization is the prerequisite for autonomous navigation — a robot that doesn't know where it is can't plan a path to its goal.