非线性系统
模糊逻辑
控制理论(社会学)
滑模控制
共识
多智能体系统
模糊控制系统
计算机科学
奇点
模式(计算机接口)
协议(科学)
过程(计算)
切线
数学
人工智能
物理
控制(管理)
量子力学
操作系统
医学
数学分析
替代医学
几何学
病理
作者
Dongyang Jin,Zhengrong Xiang
出处
期刊:IEEE Transactions on Fuzzy Systems
[Institute of Electrical and Electronics Engineers]
日期:2024-05-17
卷期号:32 (8): 4534-4541
标识
DOI:10.1109/tfuzz.2024.3402397
摘要
This paper investigates the predefined-time consensus for a class of second-order nonlinear multi-agent systems via sliding mode technique. Fuzzy logic systems are utilized to estimate unknown continuous functions. Sliding mode control is employed to address the estimation errors generated by the estimation process and terms caused by unmodeled dynamics. By incorporating hyperbolic tangent functions into the protocol and utilizing their properties, singularity issues are avoided. A predefined-time fuzzy protocol is designed to ensure that the consensus error reaches a small neighborhood near zero within the predefined time. The effectiveness of the proposed approach is demonstrated through a simulation example.
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