A Discrete-Time Fractional-Order Flocking Control Algorithm of Multi-Agent Systems

被引:1
作者
Chen, Haotian [1 ]
He, Ming [1 ]
Han, Wei [1 ]
Liu, Sicong [1 ]
Wei, Chenyue [1 ]
机构
[1] Army Engn Univ PLA, Command & Control Engn Coll, Nanjing 210007, Peoples R China
基金
中国国家自然科学基金;
关键词
multi-agent systems; fractional derivative; flocking control; consensus; convergence rate; WAVE-PROPAGATION; MODEL;
D O I
10.3390/fractalfract8020085
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper, a discrete-time fractional flocking control algorithm of multi-agent systems is put forward to address the slow convergence issue of multi-agent systems. Firstly, by introducing Grunwald-Letnikov (G-L) fractional derivatives, the algorithm allows agents to utilize historical information when updating their states. Secondly, based on the Lyapunov stability theory, the convergence of the algorithm is proven. Finally, simulations are conducted to verify the effectiveness of the proposed algorithm. Comparisons are made between the proposed algorithm and other methods. The results show that the proposed algorithm can effectively improve the convergence speed of multi-agent systems.
引用
收藏
页数:12
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