Prescribed Finite-Time Fuzzy Consensus Control for Multiagent Systems With Aperiodic Updates

IF 8.6 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2024-11-28 DOI:10.1109/TSMC.2024.3497961
Huaguang Zhang;Xiaohui Yue;Jiayue Sun;Xiyue Guo
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Abstract

This article studies a prescribed finite-time consensus problem for uncertain nonlinear multiagent systems (MASs) with event-triggered updates. First, the novel finite-time performance boundaries are proposed to ensure that consensus deviations converge to the predefined steady-state zones within a preassigned time, and by using asymmetrically parallel boundaries to constrain consensus errors to narrow feasible regions, small overshoots of consensus errors are assured. Second, by utilizing the inherent approximation property of fuzzy logic systems (FLSs), a fuzzy state observer is devised to recover the unmeasurable states. Based on the observation outcomes, an improved event-triggered output-feedback controller is synthesized so that the number of control input updates is reduced without incurring an evidently deteriorated control performance. The salient merits of the proposed approach are that all consensus errors are free from great overshoots, while settling time can be explicitly assigned in advance. Finally, two examples are given to verify the validity of theoretical results.
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非周期更新多智能体系统的规定有限时间模糊一致控制
研究一类具有事件触发更新的不确定非线性多智能体系统的有限时间一致性问题。首先,提出了新的有限时间性能边界,以确保共识偏差在预先指定的时间内收敛到预定义的稳态区域,并通过非对称平行边界将共识误差约束在狭窄的可行区域,保证了共识误差的小超调。其次,利用模糊逻辑系统固有的逼近特性,设计一个模糊状态观测器来恢复不可测状态。基于观察结果,合成了一种改进的事件触发输出反馈控制器,减少了控制输入更新的次数,同时又不会明显降低控制性能。该方法的突出优点是,所有的共识误差都不会出现大的超调,而稳定时间可以提前明确指定。最后,通过两个算例验证了理论结果的有效性。
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来源期刊
IEEE Transactions on Systems Man Cybernetics-Systems
IEEE Transactions on Systems Man Cybernetics-Systems AUTOMATION & CONTROL SYSTEMS-COMPUTER SCIENCE, CYBERNETICS
CiteScore
18.50
自引率
11.50%
发文量
812
审稿时长
6 months
期刊介绍: The IEEE Transactions on Systems, Man, and Cybernetics: Systems encompasses the fields of systems engineering, covering issue formulation, analysis, and modeling throughout the systems engineering lifecycle phases. It addresses decision-making, issue interpretation, systems management, processes, and various methods such as optimization, modeling, and simulation in the development and deployment of large systems.
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Table of Contents Table of Contents IEEE Transactions on Systems, Man, and Cybernetics: Systems Information for Authors IEEE Transactions on Systems, Man, and Cybernetics: Systems Information for Authors IEEE Systems, Man, and Cybernetics Society Information
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