Advancing spacecraft rendezvous and docking through safety reinforcement learning and ubiquitous learning principles
As spacecraft rendezvous and docking missions become increasingly complex, the need for
advanced solutions has surged. In recent years, the application of reinforcement learning …
advanced solutions has surged. In recent years, the application of reinforcement learning …
Safe guidance scheme for proximity operations forced motion
Autonomous spacecraft proximity operations represent a key enabler for future mission
architectures such as in-orbit servicing, active debris removal, object inspection, and in-orbit …
architectures such as in-orbit servicing, active debris removal, object inspection, and in-orbit …
Safe and constrained rendezvous, proximity operations, and docking
This tutorial paper discusses the rising need for safe and constrained spacecraft
Rendezvous, Proximity Operations, and Docking (RPOD). This class of problems brings with …
Rendezvous, Proximity Operations, and Docking (RPOD). This class of problems brings with …
[PDF][PDF] Inscribing and separating an ellipsoid and a constrained zonotope: Applications in stochastic control and centering
Constrained zonotopes are equivalent representations for convex polytopes that have
recently enabled tractable implementations of some set-based control methods. We con …
recently enabled tractable implementations of some set-based control methods. We con …
Passively Safe Spacecraft Motion Using Reachable Sets and Orbital Element Differences
D Aguilar-Marsillach, MJ Holzinger - Journal of Spacecraft and Rockets, 2023 - arc.aiaa.org
The problem of passive safety between spacecraft is studied in this paper by means of
backward reachable sets and orbital element differences. These reachable sets characterize …
backward reachable sets and orbital element differences. These reachable sets characterize …
Fast and Resilient Optimization-Based Control With Spacecraft Applications
P Elango - 2024 - search.proquest.com
Trajectory optimization, which forms a key component of modern guidance, navigation, and
control (GNC) systems, occupies the middle layer within a three-layer hierarchy, where the …
control (GNC) systems, occupies the middle layer within a three-layer hierarchy, where the …
Projection-free computation of robust controllable sets with constrained zonotopes
We study the problem of computing robust controllable sets for discrete-time linear systems
with additive uncertainty. We propose a tractable and scalable approach to inner-and outer …
with additive uncertainty. We propose a tractable and scalable approach to inner-and outer …