A New Distributed Model Predictive Control for Unconstrained Double-Integrator Multiagent Systems

被引:37
作者
Zhu, Bing [1 ,2 ]
Guo, Kexin [2 ]
Xie, Lihua [2 ]
机构
[1] Beihang Univ, Res Div 7, Beijing 100191, Peoples R China
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
基金
中国国家自然科学基金;
关键词
Distributed control; formation; model predictive control; multiagent systems; RECEDING HORIZON CONTROL; VARYING FORMATION CONTROL; UNMANNED AERIAL VEHICLES; CONSENSUS; STRATEGIES;
D O I
10.1109/TAC.2018.2819429
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a distributed model predictive control (DMPC) is proposed for static formation of unconstrained double-integrator multiagent systems. The formation problem is formulated in the leader-follower framework, where the leaders have access to both their own and relative neighboring information, and the followers only have access to relative neighboring information. In the process of optimization, only current relative information is communicated between neighboring agents. For each agent, its predicted control vector and neighboring control vectors are regarded as decision variables for optimization, but only the own optimized current control of the agent is implemented. An analytical solution to the DMPC is obtained, and new sufficient conditions are given for achieving the static formation.
引用
收藏
页码:4367 / 4374
页数:8
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