English

Linear Model Predictive Control for a planar free-floating platform: A comparison of binary input constraint formulations

Robotics 2023-12-19 v1

Abstract

This work develops a first Model Predictive Control for European Space Agencies 3-dof free-floating platform. The challenges of the platform are the on/off thrusters, which cannot be actuated continuously and which are subject to certain timing constraints. This work compares penalty-term, Linear Complementarity Constraints, and classical Mixed Integer formulations in order to develop a controller that natively handles binary inputs. Furthermore, linear constraints are proposed which enforce the timing constraints. Only the Mixed Integer formulation turns out to work sufficiently. Hence, this work develops a new Mixed Integer MPC on the decoupled model of the platform. Feasibility analysis and simulation results show that for a short enough prediction horizon, this controller can (sub)optimally stabilize and control the system under consideration of the constraints in real-time.

Keywords

Cite

@article{arxiv.2312.10788,
  title  = {Linear Model Predictive Control for a planar free-floating platform: A comparison of binary input constraint formulations},
  author = {Franek Stark and Shubham Vyas and Georg Schildbach and Frank Kirchner},
  journal= {arXiv preprint arXiv:2312.10788},
  year   = {2023}
}

Comments

17th Symposium on Advanced Space Technologies in Robotics and Automation (ASTRA 2023)

R2 v1 2026-06-28T13:54:02.007Z