Fixed-Time Predefined Performance Control for Stochastic Nonlinear Systems with Dead-Zone Input

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Fuzzy Systems Pub Date : 2024-09-16 DOI:10.1007/s40815-024-01837-6
Fazhan Tao, Rui Meng, Xinyu Lei, Baofeng Ji, Nan Wang
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Abstract

This paper investigates the fixed-time predefined performance control problem for stochastic nonlinear systems with dead-zone input and unmeasurable states. By designing a fixed-time performance function (FTPF), the expected performance indexes can be obtained within fixed time. Combining dead-zone inverse technique with error transformation method, a model which contains a linear and a disturbance-like term is established to handle dead-zone nonlinearity. Subsequently, an observer-based fixed-time predefined performance controller is constructed by utilizing FTPF, which ensures that all variables in the closed-loop system are bounded in probability. Simultaneously, the tracking error of this paper converges to a predefined region in fixed time. Finally, the effectiveness of the presented control scheme is verified by two simulation examples.

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具有死区输入的随机非线性系统的固定时间预定义性能控制
本文研究了具有死区输入和不可测状态的随机非线性系统的固定时间预定性能控制问题。通过设计固定时间性能函数(FTPF),可在固定时间内获得预期性能指标。结合死区反演技术和误差变换方法,建立了一个包含线性项和干扰项的模型来处理死区非线性问题。随后,利用 FTPF 构建了基于观测器的固定时间预定义性能控制器,确保闭环系统中的所有变量在概率上都是有界的。同时,本文的跟踪误差在固定时间内收敛到预定义区域。最后,本文提出的控制方案的有效性通过两个仿真实例得到了验证。
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来源期刊
International Journal of Fuzzy Systems
International Journal of Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
7.80
自引率
9.30%
发文量
188
审稿时长
16 months
期刊介绍: The International Journal of Fuzzy Systems (IJFS) is an official journal of Taiwan Fuzzy Systems Association (TFSA) and is published semi-quarterly. IJFS will consider high quality papers that deal with the theory, design, and application of fuzzy systems, soft computing systems, grey systems, and extension theory systems ranging from hardware to software. Survey and expository submissions are also welcome.
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