异步通信
非线性系统
控制理论(社会学)
马尔可夫链
李雅普诺夫函数
计算机科学
马尔可夫过程
隐马尔可夫模型
线性矩阵不等式
模糊控制系统
数学
模糊逻辑
数学优化
应用数学
控制(管理)
人工智能
机器学习
电信
统计
物理
量子力学
作者
Xiaona Song,Mi Wang,Choon Ki Ahn,Shuai Song
标识
DOI:10.1109/tcyb.2019.2936827
摘要
This article focuses on the asynchronous output-feedback control design for a class of nonlinear Markov jump distributed parameter systems based on a hidden Markov model. Initially, the considered systems are represented by a Takagi-Sugeno fuzzy model via a sector nonlinearity approach. Furthermore, asynchronous quantizers are introduced to save the limited communication resource in engineering applications. Then, based on the Lyapunov direct method and some inequality techniques, a series of novel stability criteria, which guarantee the finite-time boundedness and [Formula: see text] disturbance attenuation performance of the target plants, is established in the form of spatial differential linear matrix inequalities. Finally, a simulation study is provided to verify the viability of the developed approach.
科研通智能强力驱动
Strongly Powered by AbleSci AI