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Adaptive neural network consensus tracking control for uncertain multi-agent systems with predefined accuracy

delete2020-08-14
delete49
PRE
AI
姚
姚大杰 (Dajie Yao) *
窦
窦春霞 (Chunxia Dou)
D
Dong Yue
N
Nan Zhao
T
Tingjun Zhang
DOI:10.1007/s11071-020-05885-zdelete
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摘要

摘要

En 中文
This paper proposes the consensus tracking control problem for a class of uncertain nonlinear multi-agent systems. By using a group of nonnegative functions, an adaptive neural network controller is addressed based on the technique of backstepping. Compared with existing results about uncertain nonlinear multi-agent systems, the advantage of the proposed scheme is that it can ensure the consensus of multi-agent systems within a given accuracy by using twonth-order continuous differentiable functions. Finally, simulation results confirm the correctness of the proposed scheme.
Keyword:
Nonlinear multi-agent systems
Adaptive neural network control
Consensus tracking control
Predefined accuracy
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期刊

Nonlinear Dynamics 封面图
Nonlinear Dynamics
IF:
6
论文数:
1.4W
被引数:
4.1W

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