Zonotope-Based Interval Estimation for 2-D FMLSS Systems Using an Event-Triggered Mechanism

被引：15
作者：
Yang, Liu [1 ]
Fei, Zhongyang [2 ,3 ]
Wang, Zhenhua [4 ]
Ki Ahn, Choon [5 ]
机构：
[1] Harbin Inst Technol, Space Control & Inertial Technol Res Ctr, Harbin 150000, Peoples R China
[2] Dalian Univ Technol, Minist Educ, Key Lab Intelligent Control & Optimizat Ind Equipm, Dalian 116024, Peoples R China
[3] Dalian Univ Technol, Sch Control Sci & Engn, Dalian 116024, Peoples R China
[4] Harbin Inst Technol, Sch Astronaut, Harbin 150001, Peoples R China
[5] Korea Univ, Sch Elect Engn, Seoul 136701, South Korea
来源：
IEEE TRANSACTIONS ON AUTOMATIC CONTROL | 2023年 / 68卷 / 03期
基金：
新加坡国家研究基金会; 中国国家自然科学基金;
关键词：
L-8; performance; 2-D system event-triggered mechanism; Fornasini-Marchesini local state-space (FMLSS) model; zonotopic state estimation; GUARANTEED STATE ESTIMATION; DISCRETE-TIME SYSTEMS; H-INFINITY; FAULT-DETECTION; FUZZY-SYSTEMS; STABILITY;
D O I：
10.1109/TAC.2022.3168167
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This study considers the problem of interval estimation for event-triggered 2-D systems in Fornasini-Marchesini local state-space (FMLSS) model. In such systems, the general hypothesis for practical applications is that exogenous disturbances and measurement noise are unknown but bounded. First, an observer design criterion is deduced from the defined zonotopic radius and weighted radius of the FMLSS model. Subsequently, to economize the restricted communication resources, an event-driven data transmission strategy is employed for the observer. Then, a sufficient criterion is established to guarantee the L-8 performance for the considered 2-D FMLSS system with the event-triggered scheme. From the obtained observer, the estimation interval of the 2-D system is derived by using the zonotopic state estimation approach. Finally, the validity is confirmed by simulations.
引用
收藏
页码：1655 / 1666
页数：12
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