[HTML][HTML] Artificial intelligence for trusted autonomous satellite operations

K Thangavel, R Sabatini, A Gardi, K Ranasinghe… - Progress in Aerospace …, 2024 - Elsevier
Abstract Recent advances in Artificial Intelligence (AI) and Cyber-Physical Systems (CPS)
for aerospace applications have brought about new opportunities for the fast-growing …

[HTML][HTML] Deep learning and artificial neural networks for spacecraft dynamics, navigation and control

S Silvestrini, M Lavagna - Drones, 2022 - mdpi.com
The growing interest in Artificial Intelligence is pervading several domains of technology and
robotics research. Only recently has the space community started to investigate deep …

Path planning of stratospheric airship in dynamic wind field based on deep reinforcement learning

B Zheng, M Zhu, X Guo, J Ou, J Yuan - Aerospace Science and Technology, 2024 - Elsevier
The path planning of stratospheric airships holds significant potential for high altitude
platform station applications. However, current research is confronted with certain …

Network architecture and action space analysis for deep reinforcement learning towards spacecraft autonomous guidance

L Capra, A Brandonisio, M Lavagna - Advances in Space Research, 2023 - Elsevier
The growing ferment towards enhanced autonomy on-board spacecrafts is driving the
research of leading space agencies. Concurrently, the rapid developments of Artificial …

[HTML][HTML] Deep reinforcement learning spacecraft guidance with state uncertainty for autonomous shape reconstruction of uncooperative target

A Brandonisio, L Capra, M Lavagna - Advances in Space Research, 2024 - Elsevier
In recent years, space research has shifted heavily its focus towards enhanced autonomy on-
board spacecrafts for on-orbit servicing activities (OOS). OOS and proximity operations …

An introductory review of swarm technology for spacecraft on‐orbit servicing

EG Asri, ZH Zhu - International Journal of Mechanical System …, 2024 - Wiley Online Library
This review paper presents a comprehensive evaluation and forward‐looking perspective
on the underexplored topic of servicing target objects using spacecraft swarms. Such targets …

[HTML][HTML] Mission analysis and guidance and control for the SpEye inspection CubeSat

G Borelli, G Gaias, Y Nakajima, C Colombo… - Acta Astronautica, 2024 - Elsevier
The space community is moving forward with the development of in-orbit servicing and
removal technologies to enable the circular economy in space and improve future space …

Deep reinforcement learning for autonomous spacecraft inspection using illumination

D van Wijk, K Dunlap, M Majji, KL Hobbs - arxiv preprint arxiv:2308.02743, 2023 - arxiv.org
This paper investigates the problem of on-orbit spacecraft inspection using a single free-
flying deputy spacecraft, equipped with an optical sensor, whose controller is a neural …

[HTML][HTML] Closed-loop AI-aided image-based GNC for autonomous inspection of uncooperative space objects

A Brandonisio, M Bechini, GL Civardi, L Capra… - Aerospace Science and …, 2024 - Elsevier
Autonomy is increasingly crucial in space missions due to several factors driving the
exploration and utilization of space. In the meanwhile, Artificial Intelligence methods begin to …

Run Time Assured Reinforcement Learning for Six Degree-of-Freedom Spacecraft Inspection

K Dunlap, K Bennett, D van Wijk, N Hamilton… - … FORUM AND ASCEND …, 2024 - arc.aiaa.org
The trial and error approach of reinforcement learning (RL) results in high performance
across many complex tasks, but it can also lead to unsafe behavior. Run time assurance …