模型预测控制
控制理论(社会学)
简单(哲学)
计算机科学
理论(学习稳定性)
控制(管理)
丢番图方程
构造(python库)
控制工程
工程类
数学
人工智能
机器学习
哲学
认识论
离散数学
程序设计语言
作者
Dawei Zhang,Shuai Liu,Lei Cao
出处
期刊:IEEE-ASME Transactions on Mechatronics
[Institute of Electrical and Electronics Engineers]
日期:2022-03-19
卷期号:27 (6): 4362-4372
被引量:51
标识
DOI:10.1109/tmech.2022.3156587
摘要
This research is devoted to the coordinated control of high-order fully actuated multiagent systems (HOFA-MASs). A predictive control strategy is developed to realize the coordination of HOFA-MASs and simultaneous stability and output consensus. In this strategy, a Diophantine equation is introduced to construct an incremental HOFA prediction model rather than a reduced-order one, then a cost function focused on coordinated relationship is minimized by the design of predictive control such that the optimal coordination controllers can be achieved with simple and easy computation. Further discussion derives a simple criterion to guarantee the simultaneous stability and output consensus of the closed-loop HOFA-MASs. Two experiments of formation control of three air-bearing simulators are given to demonstrate the availability of the predictive control strategy.
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