Leader-Following Consensus Control for Uncertain Feedforward Stochastic Nonlinear Multiagent Systems

被引:36
|
作者
Li, Kuo [1 ,2 ]
Hua, Changchun [1 ]
You, Xiu [3 ]
Ahn, Choon Ki [2 ]
机构
[1] Yanshan Univ, Sch Elect Engn, Qinhuangdao 066004, Hebei, Peoples R China
[2] Korea Univ, Sch Elect Engn, Seoul 02841, South Korea
[3] Shanxi Univ, Sch Math Sci, Taiyuan 030006, Peoples R China
基金
新加坡国家研究基金会; 中国国家自然科学基金;
关键词
Topology; Switches; Feedforward systems; Multi-agent systems; Nonlinear systems; Control systems; Consensus control; Feedforward stochastic multiagent systems; output-feedback consensus control; switched compensators; switching topologies; FEEDBACK STABILIZATION; OUTPUT CONSENSUS; TRACKING;
D O I
10.1109/TNNLS.2021.3105109
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article addresses the leader-following consensus problem of feedforward stochastic nonlinear multiagent systems with switching topologies. Output information for all agents, except for state information, can be acquired based on sensor measurement. Moreover, the stochastic disturbances from external unpredictable environments are considered on all agent systems with a feedforward structure. In these conditions, we propose a novel consensus scheme with a simple design procedure. First, for each follower, we construct a dynamic gain-based switched compensator using its output and its neighbor agents' outputs to provide feedback control signals. Then, for each follower, we develop a compensator-based distributed controller that is not directly associated with the topology switching signal such that it has a first derivative and antishake. Thereafter, by means of the Lyapunov stability theory, we verify that the leader-following consensus can be acquired asymptotically in probability under the controllers' action if the topology switching signal fulfills an average dwell time condition. Finally, the feasibility of the control algorithm is checked via numerical simulation.
引用
收藏
页码:1049 / 1057
页数:9
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