非建模非线性系统的快速实用固定时间规定性能控制。

IF 10.5 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Huaguang Zhang,Xin Liu,Jiayue Sun,Xiaohui Yue
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引用次数: 0

摘要

本文研究了非线性系统的跟踪控制问题。首次构造了一个固定时间的动态信号来处理未建模的动态。首先设计了一种新的基于误差的函数,并将其应用于PPC,显著提高了系统的暂态性能。为了减轻大量微分计算的问题,一种改进的固定时间动态曲面技术被纳入了反演设计过程。将反演技术与定时稳定性理论相结合,提出了一种快速实用的定时控制器,有效地解决了控制问题。最后,通过仿真实例验证了该方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fast Practical Fixed-Time Prescribed Performance Control for Nonlinear Systems With Unmodeled Dynamics.
In this article, the tracking control problem for nonlinear systems is investigated. For the first time, a fixed-time dynamic signal is constructed to handle unmodeled dynamics. A novel error-based function is first designed and applied to PPC, significantly enhancing the transient performance of the system. To mitigate the issue of extensive differential calculations, a modified fixed-time dynamic surface technique is incorporated into the backstepping design process. Combining the backstepping technique with fixed-time stability theory, a fast practical fixed-time controller is proposed to effectively address the control problem. Finally, the proposed scheme is validated for its effectiveness through the practical simulation example.
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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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