Robust Tracking Control of Unknown Nonlinear Systems With Discontinuous References Under Output Constraints

IF 8.6 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Systems Man Cybernetics-Systems Pub Date : 2024-09-04 DOI:10.1109/TSMC.2024.3443290
Jin-Xi Zhang;Tianyou Chai
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Abstract

This article is concerned with the problem of tracking control with discontinuous references for the strict-feedback systems with both multiplicative and additive nonlinearities as well as unmatched disturbances. In contrast with the existing studies, it is focused on the cases where the system nonlinearities are radially unbounded; the system dynamics or its bounding functions are unknown; and the reference derivatives are unavailable. They significantly challenge the existing control solutions under discontinuous references which are based on filtering, guidance, or impulsive systems. To conquer this obstruction, a novel hybrid control scheme is devised in this article, which consists of a robust constraint-handling controller and a proportional controller. It steers the system output to track the discontinuous reference with tunable setting time and accuracy, without violation of the prescribed constraint. Moreover, the controller exhibits a significant simplicity. While it is independent of the specific model information of the plant or the derivatives of the intermediate control signals, no effort is paid for parameter identification, function approximation, command filtering, or disturbance estimation. Finally, three simulation studies are conducted to substantiate the theoretical result.
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输出约束下具有不连续参考的未知非线性系统的鲁棒跟踪控制
本文关注具有乘法和加法非线性以及不匹配干扰的严格反馈系统的非连续参考值跟踪控制问题。与现有研究不同的是,它侧重于系统非线性径向无界、系统动力学或其边界函数未知以及参考导数不可用的情况。这些情况对现有的基于滤波、制导或脉冲系统的不连续参考条件下的控制解决方案提出了巨大挑战。为了克服这一障碍,本文设计了一种新型混合控制方案,它由鲁棒约束处理控制器和比例控制器组成。它以可调的设置时间和精度引导系统输出跟踪非连续参考,而不会违反规定的约束条件。此外,该控制器还具有显著的简易性。它与工厂的具体模型信息或中间控制信号的导数无关,无需进行参数识别、函数近似、指令滤波或干扰估计。最后,我们进行了三次仿真研究,以证实理论结果。
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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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