Cooperative Fuzzy Event-Based Tracking Control of Heterogeneous Multiple Marine Vehicles With a Nonautonomous Leader.

IF 9.4 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Shanling Dong,Enjun Liu,Yougang Bian,Zheng-Guang Wu,Meiqin Liu
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引用次数: 0

Abstract

This article addresses the cooperative tracking control problem for heterogeneous multiple marine vehicles with a nonautonomous leader. A fully distributed smooth observer is proposed to estimate the trajectory of the leader, mitigating the influence of its control input. Based on the observer, three decentralized adaptive fuzzy event-based controllers are designed with distinct triggering strategies, i.e., fixed, relative, and switching threshold triggering strategies, which utilize fuzzy-logic systems and event-triggering mechanisms to address the challenge of model uncertainties and communication constraints of marine vehicles. The proposed methods ensure the zero-error tracking without Zeno behavior, as demonstrated through Lyapunov analysis. Numerical simulations validate the effectiveness of the proposed approaches.
具有非自治Leader的异构多船协同模糊事件跟踪控制。
研究了具有非自治leader的异构多船舶协同跟踪控制问题。提出了一种全分布光滑观测器来估计前导飞行器的运动轨迹,减轻了其控制输入的影响。基于观测器,设计了三种分散自适应模糊事件控制器,分别采用固定、相对和切换阈值触发策略,利用模糊逻辑系统和事件触发机制解决了船舶模型不确定性和通信约束的挑战。通过李亚普诺夫分析证明,所提出的方法可以保证零误差跟踪而不产生Zeno行为。数值仿真验证了所提方法的有效性。
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来源期刊
IEEE Transactions on Cybernetics
IEEE Transactions on Cybernetics COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, CYBERNETICS
CiteScore
25.40
自引率
11.00%
发文量
1869
期刊介绍: The scope of the IEEE Transactions on Cybernetics includes computational approaches to the field of cybernetics. Specifically, the transactions welcomes papers on communication and control across machines or machine, human, and organizations. The scope includes such areas as computational intelligence, computer vision, neural networks, genetic algorithms, machine learning, fuzzy systems, cognitive systems, decision making, and robotics, to the extent that they contribute to the theme of cybernetics or demonstrate an application of cybernetics principles.
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