Leveraging Machine Learning to Enhance Orbit Estimation and Atmospheric Density Modeling for Space Safety
Machine learning techniques can be effectively leveraged to improve the accuracy of orbit estimation and atmospheric density modeling, which are critical for enhancing space safety and mitigating the risks of collisions between space objects.
EarthLoc: Localization of Astronaut Photography from Space
Automated localization of astronaut photography using image retrieval is efficient and accurate.
Extensible Hook System for Rendezvous and Docking of Cubesat Swarm
Proposing an extensible hook system for cubesat swarms to enhance cooperation and save fuel.
CubeSat Formation Flying for Distributed Space Telescope Demonstration Mission
提案された非特異高速端面滑りモードに基づく適応スムーズ制御法は、分散型宇宙望遠鏡デモンストレーションミッションの効率を向上させる。
Robust Fuel-Optimal Landing Guidance for Hazardous Terrain using Multiple Sliding Surfaces
Developing a novel MSS-OTALG guidance law for precision soft landing in hazardous terrain with low fuel consumption and robustness.
EarthLoc: Automating Astronaut Photography Localization from Space
提案された画像検索を活用した新しいアプローチ、EarthLocは、宇宙からの写真の地理的位置を効率的に特定します。
Model Predictive Controller for Rendezvous with Non-Cooperative Tumbling Targets
MPC is effective for safe rendezvous with non-cooperative tumbling targets in space missions.
Online Supervised Training of Spaceborne Vision for Proximity Operations using Adaptive Kalman Filtering
The author presents an Online Supervised Training method to bridge the domain gap in spaceborne neural networks for spacecraft navigation during Rendezvous and Proximity Operations.
Hybrid Dynamical System Approach to Spacecraft Rendezvous Control
The author presents a hybrid dynamical system approach for impulsive control in spacecraft rendezvous, focusing on separating out-of-plane and in-plane dynamics with tailored feedback control laws.
Closing the Gap Between SGP4 and High-Precision Propagation via Differentiable Programming
The authors introduce dSGP4, a differentiable version of the SGP4 model, enabling precise computations and integration with machine learning algorithms to enhance orbital predictions.
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