Research/ ORBITAL ROBOTICS
Real-time, propellant-optimized spacecraft motion planning under Clohessy-Wiltshire-Hill dynamics
Joseph A. Starek, Edward Schmerling, Gabriel D. Maher, Brent William Barbee, Marco Pavone
Motion Planning & NavigationOpenAlex topic: Robotic Path Planning Algorithms · Rendezvous, Proximity Ops & DockingOpenAlex keyword: rendezvous · Guidance, Dynamics & ControlOpenAlex topic: Spacecraft Dynamics and Control
This paper presents a sampling-based motion planning algorithm for real-time, propellant-optimized autonomous spacecraft trajectory generation in near-circular orbits. Specifically, this paper leverages recent algorithmic advances in the field of robot motion planning to the problem of impulsively-actuated, propellant-optimized rendezvous and proximity operations under the Clohessy-Wiltshire-Hill (CWH) dynamics model. The approach calls upon a modified version of the Fast Marching Tree (FMT*) algorithm to grow a set of feasible and actively-safe trajectories over a deterministic, low-dispersion set of sample points covering the free state space. Key features of the proposed algorithm include: (i) theoretical guarantees of trajectory safety and performance, (ii) real-time implementability, and (iii) generality, in the sense that a large class of constraints can be handled directly. As a result, the proposed algorithm offers the potential for widespread application, ranging from on-orbit satellite servicing to orbital debris removal and autonomous inspection missions.