数学
分段
李雅普诺夫函数
二次方程
应用数学
理论(学习稳定性)
椭球体
班级(哲学)
有限集
基质(化学分析)
数学优化
数学分析
计算机科学
非线性系统
几何学
物理
量子力学
机器学习
天文
人工智能
材料科学
复合材料
作者
Gaetano Tartaglione,R. Ambrosino,M. Ariola
标识
DOI:10.1109/lcsys.2021.3070500
摘要
In this letter we present some new sufficient conditions for the annular stochastic finite-time stability of a class of stochastic linear time-varying systems. These new conditions are obtained adopting time-varying piecewise quadratic Lyapunov functions rather than the classical quadratic ones. The proposed approach allows us to extend the class of consider domains, which are typically limited to ellipsoidal domains. The proposed finite-time stability conditions can be converted into a feasibility problem based on a set of differential linear matrix inequalities. Two numerical examples are considered to perform a comparison with the previous results, and they show that the new proposed conditions are less conservative than the previous ones.
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