基于命令滤波技术的未知控制方向和失匹配扰动非线性系统的自适应预定义时间模糊控制

IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Robust and Nonlinear Control Pub Date : 2024-10-22 DOI:10.1002/rnc.7684
Yaling Jiang, Yakun Su, Huanqing Wang
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引用次数: 0

摘要

针对控制方向未知且干扰不匹配的严格反馈非线性系统,提出了一种应用命令滤波器的自适应预定义时间事件触发模糊跟踪控制策略。采用nussbaum型函数解决未知控制方向问题,采用模糊逻辑系统(fls)对非线性函数进行建模。在此基础上,采用命令过滤器解决通信复杂度爆炸问题,并利用事件触发技术节约通信资源。利用退步机制和预定义时间稳定性理论,构造自适应控制方案,保证闭环系统中所有信号都是有界的,跟踪误差收敛于残差集。最后,通过仿真实例验证了所提控制机制的有效性。
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Adaptive Predefined-Time Fuzzy Control for Nonlinear Systems Subject to Unknown Control Direction and Mismatched Disturbances Based on Command Filter Technique

This article proposes an adaptive predefined-time event triggered fuzzy tracking control strategy for strict-feedback nonlinear systems with unknown control direction and mismatched disturbances by applying command filters. The Nussbaum-type function is employed to tackle the unknown control direction problem, and the fuzzy logic systems (FLSs) are applied to model the nonlinear functions. And then, command filters are adopted to deal with the problems of complexity explosion, and the event-triggered technique is exploited to conserve communication resources. With the help of backstepping mechanism and predefined-time stability theory, the constructed adaptive control scheme is proposed to ensure all signals in the closed-loop system are bounded and that the tracking error converges to a residual set. Finally, a simulation example proves the validity of presented control mechanism.

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来源期刊
International Journal of Robust and Nonlinear Control
International Journal of Robust and Nonlinear Control 工程技术-工程:电子与电气
CiteScore
6.70
自引率
20.50%
发文量
505
审稿时长
2.7 months
期刊介绍: Papers that do not include an element of robust or nonlinear control and estimation theory will not be considered by the journal, and all papers will be expected to include significant novel content. The focus of the journal is on model based control design approaches rather than heuristic or rule based methods. Papers on neural networks will have to be of exceptional novelty to be considered for the journal.
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