受约束非线性系统的动态事件触发自适应模糊渐近跟踪及其应用

IF 2.3 3区 工程技术 Q2 ACOUSTICS Journal of Vibration and Control Pub Date : 2024-08-30 DOI:10.1177/10775463241273046
Yuan-Yuan Li, Yuan-Xin Li
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引用次数: 0

摘要

本文研究了具有完全状态约束的非线性系统的模糊事件触发渐近跟踪控制。首先,为了近似未知非线性,采用了模糊逻辑系统。其次,通过开发一种改进的动态曲面技术来解决 "复杂性爆炸 "问题。此外,还引入了一个新的 Barrier Lyapunov 函数,以确保不违反状态约束。特别是,通过引入辅助动态变量,提出了一种高效的动态事件触发控制方案,不仅能大大节省通信资源,还能实现渐近跟踪。最后,通过两个仿真实例进行了验证。
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Dynamic event-triggered adaptive fuzzy asymptotic tracking of constrained nonlinear systems with applications
This article investigates the fuzzy event-triggered asymptotic tracking control of nonlinear systems with full state constraints. First, to approximate unknown nonlinearity, the fuzzy logic system is employed. Second, the “explosion of complexity” issue is tackled by developing an improved dynamic surface technique. Additionally, a new Barrier Lyapunov function is introduced to make sure state constraints are not violated. Particularly, an efficient dynamic event-triggered control scheme is presented by introducing an auxiliary dynamic variable, which can not only greatly save communication resources but also achieve asymptotic tracking. Ultimately, validations are illustrated through two simulation examples.
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来源期刊
Journal of Vibration and Control
Journal of Vibration and Control 工程技术-工程:机械
CiteScore
5.20
自引率
17.90%
发文量
336
审稿时长
6 months
期刊介绍: The Journal of Vibration and Control is a peer-reviewed journal of analytical, computational and experimental studies of vibration phenomena and their control. The scope encompasses all linear and nonlinear vibration phenomena and covers topics such as: vibration and control of structures and machinery, signal analysis, aeroelasticity, neural networks, structural control and acoustics, noise and noise control, waves in solids and fluids and shock waves.
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