Adaptive Free-Will Arbitrary Time Tracking of a Class of Uncertain SISO Nonlinear Systems

IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Robust and Nonlinear Control Pub Date : 2024-10-19 DOI:10.1002/rnc.7680
Sung Jin Yoo
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Abstract

This paper investigates the free-will arbitrary time (FWAT) tracking problem for a class of single-input single-output (SISO) strict-feedback nonlinear systems without/with parametric uncertainties. First, we design an FWAT backstepping tracking controller for strict-feedback nonlinear systems without uncertainties in a recursive manner. It is shown that the proposed virtual controllers and their derivatives are continuously differentiable for the backstepping design, and the tracking error converges to zero within the pre-specified settling time independent of design parameters and initial conditions and remains at zero after the pre-specified settling time. Second, we address the adaptive FWAT tracking problem of SISO strict-feedback nonlinear systems with parametric uncertainties in the practical stability sense. The continuously differentiable and nonsingular time-varying adjustment functions for practical FWAT tracking are developed to transform error variables for the recursive backstepping design. Then, the adaptive FWAT backstepping tracking design and stability analysis strategy are established to ensure practical FWAT convergence within the pre-specified settling time independent of design parameters and initial conditions. The designed adaptive virtual and actual controllers are continuous for all t 0 $$ t\ge 0 $$ . Furthermore, a practical adaptive prescribed-time tracking scheme is provided using the proposed practical adaptive FWAT tracking scheme. Finally, the effectiveness of the theoretical approaches is confirmed through a simulation example and an experimental result.

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一类不确定SISO非线性系统的自适应自由意志任意时间跟踪
研究了一类无/有参数不确定性的单输入单输出严格反馈非线性系统的自由意志任意时间跟踪问题。首先,我们以递归的方式设计了无不确定性严格反馈非线性系统的反步跟踪控制器。结果表明,所提出的虚拟控制器及其导数对于后退设计是连续可微的,并且跟踪误差在给定的沉降时间内收敛于零,不受设计参数和初始条件的影响,在给定的沉降时间后保持为零。其次,从实际稳定性意义上讨论了具有参数不确定性的SISO严格反馈非线性系统的自适应FWAT跟踪问题。建立了用于实际FWAT跟踪的连续可微非奇异时变平差函数,用于变换递推反推设计中的误差变量。然后,建立了自适应FWAT反步跟踪设计和稳定性分析策略,以确保在不受设计参数和初始条件影响的预定沉降时间内实现实际的FWAT收敛。所设计的自适应虚控制器和实控制器对所有t≥0 $$ t\ge 0 $$都是连续的。在此基础上,利用提出的自适应FWAT跟踪方案,给出了一种实用的自适应规定时间跟踪方案。最后,通过仿真算例和实验结果验证了理论方法的有效性。
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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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