Lunar Lander SafeTouch: High-Resolution Hazard Mapping and Real-Time Navigation using Super-Resolution Techniques for Precision Moon Landings
The "Lunar Lander SafeTouch" project addresses the challenge of limited high-resolution data coverage on the moon's surface by pioneering an innovative approach to lunar landing safety. Leveraging Terrain Mapping Camera (TMC) images at 5m resolution for 80% coverage and sparse but high-resolution Orbiter High-Resolution Camera (OHRC) data at 25cm resolution, this project employs state-of-the-art super-resolution techniques to create a hazard map with a 1m grid spacing. The hazard map integrates essential hazard definitions, including slope thresholds, crater and boulder specifications, crater distribution analysis, and shadow considerations.
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The core of the project involves the development and training of deep learning models for super-resolution, allowing for the generation of high-resolution features crucial for assessing landing hazards. The hazard map is designed to facilitate safe lunar navigation, and a real-time navigation system is implemented for dynamic decision-making during the landing phase.
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Demonstrations and simulations showcase the adaptability of the lander's navigation system to real-time updates and changing lunar conditions. The project emphasizes user-friendly interfaces for mission control and operators to interact seamlessly with the hazard map and navigation system.
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This multidisciplinary initiative not only pushes the boundaries of lunar exploration by maximizing the utility of available data but also contributes valuable insights into real-time decision-making for precision moon landings. The "Lunar Lander SafeTouch" project serves as a pioneering effort in advancing the safety and accuracy of lunar landings, laying the foundation for future exploration missions.
-> Project Outline -> Google Collab
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