The LWRS program recognizes the potential for drones to automate rounds in a nuclear power plant and developed a cost-effective method for drones to navigate a course inside a building or other structures where strong GPS signals are absent. Self-navigation is achieved by determining the drone’s location from the visual angle of QR codes placed along the desired course, then dynamically adjusting trajectory accordingly.