English

Guided Time-optimal Model Predictive Control of a Multi-rotor

Robotics 2024-01-12 v1

Abstract

Time-optimal control of a multi-rotor remains an open problem due to the under-actuation and nonlinearity of its dynamics, which make it difficult to solve this problem directly. In this paper, the time-optimal control problem of the multi-rotor is studied. Firstly, a thrust limit optimal decomposition method is proposed, which can reasonably decompose the limited thrust into three directions according to the current state and the target state. As a result, the thrust limit constraint is decomposed as a linear constraint. With the linear constraint and decoupled dynamics, a time-optimal guidance trajectory can be obtained. Then, a cost function is defined based on the time-optimal guidance trajectory, which has a quadratic form and can be used to evaluate the time-optimal performance of the system outputs. Finally, based on the cost function, the time-optimal control problem is reformulated as an MPC (Model Predictive Control) problem. The experimental results demonstrate the feasibility and validity of the proposed methods.

Keywords

Cite

@article{arxiv.2401.03904,
  title  = {Guided Time-optimal Model Predictive Control of a Multi-rotor},
  author = {Guangyu Zhang and Yongjie Zheng and Yuqing He and Liying Yang and Hongyu Nie and Chaoxiong Huang and Yiwen Zhao},
  journal= {arXiv preprint arXiv:2401.03904},
  year   = {2024}
}

Comments

6 pages, 5 figures

R2 v1 2026-06-28T14:11:13.770Z