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

Authors :
Zhang, Guangyu
Zheng, Yongjie
He, Yuqing
Yang, Liying
Nie, Hongyu
Huang, Chaoxiong
Zhao, Yiwen
Zhang, Guangyu
Zheng, Yongjie
He, Yuqing
Yang, Liying
Nie, Hongyu
Huang, Chaoxiong
Zhao, Yiwen
Publication Year :
2024

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.<br />Comment: 6 pages, 5 figures

Details

Database :
OAIster
Publication Type :
Electronic Resource
Accession number :
edsoai.on1438514763
Document Type :
Electronic Resource
Full Text :
https://doi.org/10.1109.LCSYS.2023.3277319