Distributed Interval Observers with Switching Topology Design for Cyber-Physical Systems

被引:3
作者
Zhang, Junchao [1 ]
Huang, Jun [1 ]
Li, Changjie [1 ]
机构
[1] Soochow Univ, Sch Mech & Elect Engn, Suzhou 215325, Peoples R China
关键词
cyber-physical systems; distributed interval observers; reachable set analysis; switching topology; L(infinity )technique; STATE ESTIMATION;
D O I
10.3390/math12010163
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper, the distributed interval estimation problem for networked Cyber-Physical systems suffering from both disturbances and noise is investigated. In the distributed interval observers, there are some connected interval observers built for the corresponding subsystems. Then, due to the communication burden in Cyber-Physical systems, we consider the case where the communication among distributed interval observers is switching topology. A novel approach that combines L-infinity methodology with reachable set analysis is proposed to design distributed interval observers. Finally, the performance of the proposed distributed interval observers with switching topology is verified through a simulation example.
引用
收藏
页数:14
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共 32 条
[1]   Guaranteed state estimation by zonotopes [J].
Alamo, T ;
Bravo, JM ;
Camacho, EF .
AUTOMATICA, 2005, 41 (06) :1035-1043
[2]  
Boyd S., 1994, LINEAR MATRIX INEQUA
[3]   Robust stability and stabilization of uncertain linear positive systems via integral linear constraints: L1-gain and L∞-gain characterization [J].
Briat, Corentin .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2013, 23 (17) :1932-1954
[4]   Zero MAC Latency Sensor Networking for Cyber-Physical Systems [J].
Cai, Songfu ;
Lau, Vincent K. N. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2018, 66 (14) :3814-3823
[5]   An Online Optimization Approach for Control and Communication Codesign in Networked Cyber-Physical Systems [J].
Cao, Xianghui ;
Cheng, Peng ;
Chen, Jiming ;
Sun, Youxian .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2013, 9 (01) :439-450
[6]   Secure estimation based Kalman Filter for cyber-physical systems against sensor attacks [J].
Chang, Young Hwan ;
Hu, Qie ;
Tomlin, Claire J. .
AUTOMATICA, 2018, 95 :399-412
[7]   Zonotopes and Kalman observers: Gain optimality under distinct uncertainty paradigms and robust convergence [J].
Combastel, Christophe .
AUTOMATICA, 2015, 55 :265-273
[8]   Robust full- and reduced-order energy-to-peak filtering for discrete-time uncertain linear systems [J].
Feng, Jian ;
Han, Kezhen .
SIGNAL PROCESSING, 2015, 108 :183-194
[9]   Interval observers for uncertain biological systems [J].
Gouzé, JL ;
Rapaport, A ;
Hadj-Sadok, MZ .
ECOLOGICAL MODELLING, 2000, 133 (1-2) :45-56
[10]   A Survey on Concepts, Applications, and Challenges in Cyber-Physical Systems [J].
Gunes, Volkan ;
Peter, Steffen ;
Givargis, Tony ;
Vahid, Frank .
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2014, 8 (12) :4242-4268