Guided Time-Optimal Model Predictive Control of a Multi-Rotor

被引:1
|
作者
Zhang, Guangyu [1 ,2 ]
Zheng, Yongjie [3 ]
He, Yuqing [1 ,2 ]
Yang, Liying [1 ,2 ]
Nie, Hongyu [3 ]
Huang, Chaoxiong [1 ,2 ]
Zhao, Yiwen [1 ,2 ]
机构
[1] Chinese Acad Sci, Shenyang Inst Automat, State Key Lab Robot, Shenyang 110016, Peoples R China
[2] Chinese Acad Sci, Inst Robot & Intelligent Mfg, Shenyang 110016, Peoples R China
[3] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Task analysis; Three-dimensional displays; Robots; Optimal control; Trajectory optimization; Attitude control; Technological innovation; Multi-rotor control; time-optimal control; thrust limit decomposition; TRAJECTORY GENERATION;
D O I
10.1109/LCSYS.2023.3277319
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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 letter, 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.
引用
收藏
页码:1658 / 1663
页数:6
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