控制理论(社会学)
模糊控制系统
整体滑动模态
数学
模糊逻辑
观察员(物理)
线性矩阵不等式
国家观察员
分段
滑模控制
指数稳定性
李雅普诺夫函数
数学优化
计算机科学
非线性系统
控制(管理)
人工智能
数学分析
物理
量子力学
作者
Lei Song,Shaocheng Tong
标识
DOI:10.1109/tfuzz.2023.3318233
摘要
This article studies the integral sliding mode control (ISMC) for fuzzy impulsive stochastic systems with immeasurable states. First, a fuzzy state observer is developed to estimate the immeasurable states. Second, a fuzzy sliding-mode surface and fuzzy ISMC scheme are proposed based on the designed state observer. Then, by constructing a piecewise time-dependent Lyapunov function, the uniformly almost surely exponentially stability of the closed-loop system is proved. Furthermore, a control design algorithm of solving control and observer gains is formulated based on the established sufficient conditions and linear matrix inequality theory. Finally, a simulation example and the simulation comparisons with the existing methods are provided to demonstrate the effectiveness of the proposed fuzzy ISMC scheme.
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