具有未知测量漂移的不确定互联非线性系统的自适应统一输出约束控制

IF 10.5 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Liuliu Zhang;Han Zhang;Cheng Qian;Changchun Hua
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引用次数: 0

摘要

本文研究了一类不确定互联非线性系统的统一输出约束问题,其中系统状态的测量受到测量函数幂的未知漂移的影响。与之前关于输出约束的工作相比,本文解决的主要挑战是控制器设计过程中真实系统状态的不可用性以及传感器输出函数的不可微性。为达到控制目标,本研究提出以下控制方案:首先,引入了一种新的李雅普诺夫势垒函数,该函数专门用于处理具有未知测量漂移的系统。该函数可以统一地应用于有或没有输出约束的系统的两种情况。其次,改进了添加功率积分器(AAPI)技术和动态面控制(DSC)技术,有效地处理了未知的测量漂移,避免了控制器设计中的奇异性问题。本文提出的分散控制器可以实现输出严格约束在预定义的边界内,并保证系统的所有状态收敛到任意小的邻域。最后,通过两个仿真实例验证了所提控制策略的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive Unified Output Constraints Control for Uncertain Interconnected Nonlinear Systems With Unknown Measurement Drifts
This article investigates the problem of unified output constraints for a class of uncertain interconnected nonlinear systems, where the measurement of system states is affected by unknown drifts in the powers of the measurement functions. Compared to previous works on output constraints, the main challenge addressed in this article is the unavailability of the true system states during the controller design process and the nondifferentiability of the sensor’s output functions. To achieve the control objectives, the following control scheme is proposed in this study. First, a novel barrier Lyapunov function is introduced, which is specifically designed to handle systems with unknown measurement drifts. This function can be uniformly applied to satisfy both scenarios of systems with or without output constraints. Second, the adding a power integrator (AAPI) technique and dynamic surface control (DSC) techniques are enhanced to effectively handle the unknown measurement drifts and avoid singularity problems in the controller design. The decentralized controller proposed in this article can realize that the outputs are strictly constrained within predefined boundaries and guarantees convergence of all system states to an arbitrarily small neighborhood. Finally, we provide two simulation examples to validate the effectiveness of our proposed control strategy.
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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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