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 …

Neural-based predictive control for safe autonomous spacecraft relative maneuvers

S Silvestrini, M Lavagna - Journal of Guidance, Control, and Dynamics, 2021 - arc.aiaa.org
DISTRIBUTED space systems composed of several microsatel-lites flying in formation are
becoming increasingly attractive for the space community. As the number of satellites …

Small bodies non-uniform gravity field on-board learning through Hopfield Neural Networks

A Pasquale, S Silvestrini, A Capannolo… - Planetary and Space …, 2022 - Elsevier
Small bodies environment is usually difficult to be modelled for a number of reasons. Among
the others, the uncertainty associated to the non-uniform gravitational field requires in-situ …

AI-augmented guidance, navigation and control for proximity operations of distributed systems

S Silvestrini - 2020 - politesi.polimi.it
Future science and exploration missions will implement innovative mission concepts to
embark on daring endeavors exploiting cooperating intelligent systems. The concept of …

Orbital dynamics

A Capannolo, S Silvestrini, A Colagrossi… - … Guidance, Navigation, and …, 2023 - Elsevier
The following chapter gives an overview on modern techniques for Guidance, Navigation,
and Control (GNC). In particular, an overview of Artificial Intelligence (AI) techniques is …

Dynamics, guidance and control of reconfigurable spacecraft formations in multibody environments

A Capannolo - 2021 - politesi.polimi.it
Formation flying is increasingly becoming a hot topic in the context of future space missions,
due to the intrinsic advantages in exploiting smaller distributed systems rather than a single …

[PDF][PDF] Spacecraft Orbit-Attitude Coupled Dynamics in Close Proximity to Small-Bodies

DA Bolatti - 2020 - rshare.library.torontomu.ca
Spacecraft Orbit-Attitude Coupled Dynamics in Close Proximity to Small-Bodies Page 1
Spacecraft Orbit-Attitude Coupled Dynamics in Close Proximity to Small-Bodies by Dante …

[PDF][PDF] Mission Analysis and Trajectory Design for NanoSat Scientific Exploration Around Binary Systems Leveraging the Dynamical Environment

A Capannolo, A Pasquale, M Piccinin… - ADVANCES IN THE …, 2021 - researchgate.net
The increasingly ambitious objectives of small bodies exploration pose several difficulties to
missions design, requiring a precise development of safe and robust trajectories, to …