A method, an apparatus, system, and computer program product for navigating an aircraft. Information indicative of a result of a scan of an environment around the aircraft is received by a computer system for landmarks. Bearings of the landmarks and locations of the landmarks are determined by the computer system. A current position of the aircraft is estimated by the computer system using the bearings of the landmarks and the locations of the landmarks. A set of actions to be performed is determined to guide the aircraft based on the current position of the aircraft is performed by the computer system.