Observer-Based Adaptive Fuzzy Decentralized Event-Triggered Control of Interconnected Nonlinear System

被引:88
作者
Li, Yuan-Xin [1 ]
Tong, Shaocheng [1 ]
Yang, Guang-Hong [2 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China
[2] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
关键词
Nonlinear systems; Fuzzy logic; Adaptive systems; Control systems; Observers; Interconnected systems; Symmetric matrices; Backstepping; event-triggered control (ETC); fuzzy logic systems (FLSs); interconnected nonlinear systems; output feedback; OUTPUT-FEEDBACK CONTROL; TRACKING CONTROL; STATE; CONSENSUS;
D O I
10.1109/TCYB.2019.2894024
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 paper addresses the decentralized output feedback problem of an interconnected nonlinear system subject to uncertain interactions. A decentralized event-triggered control scheme is presented so that the decentralized output feedback problem is solved with only event-sampling states. With the proposed triggering mechanism, each subsystem only uses local signals to construct the decentralized controller at its own triggering times or the switching times. It is proved that both the tracking performance and the closed-loop stability can be preserved via the presented approach. Moreover, a uniform positive lower bound for the interevent time is guaranteed. Simulation results are presented to illustrate the effectiveness of the proposed control design.
引用
收藏
页码:3104 / 3112
页数:9
相关论文
共 47 条
[1]   Adaptive Fuzzy Control of a Class of Nonlinear Systems by Fuzzy Approximation Approach [J].
Chen, Bing ;
Liu, Xiaoping P. ;
Ge, Shuzhi Sam ;
Lin, Chong .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2012, 20 (06) :1012-1021
[2]   Adaptive Fault-Tolerant Control of Uncertain Nonlinear Large-Scale Systems With Unknown Dead Zone [J].
Chen, Mou ;
Tao, Gang .
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 46 (08) :1851-1862
[3]   Decentralized output-feedback neural control for systems with unknown interconnections [J].
Chen, Weisheng ;
Li, Junmin .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2008, 38 (01) :258-266
[4]   An Overview of Recent Advances in Event-Triggered Consensus of Multiagent Systems [J].
Ding, Lei ;
Han, Qing-Long ;
Ge, Xiaohua ;
Zhang, Xian-Ming .
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 48 (04) :1110-1123
[5]   Adaptive Neural Network Control of an Uncertain Robot With Full-State Constraints [J].
He, Wei ;
Chen, Yuhao ;
Yin, Zhao .
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 46 (03) :620-629
[6]  
Heemels WPMH, 2012, IEEE DECIS CONTR P, P3270, DOI 10.1109/CDC.2012.6425820
[7]   Decentralized Output Feedback Adaptive NN Tracking Control for Time-Delay Stochastic Nonlinear Systems With Prescribed Performance [J].
Hua, Changchun ;
Zhang, Liuliu ;
Guan, Xinping .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 26 (11) :2749-2759
[8]   Decentralized control of a class of large-scale nonlinear systems using neural networks [J].
Huang, SN ;
Tan, KK ;
Lee, TH .
AUTOMATICA, 2005, 41 (09) :1645-1649
[9]  
Krstic M., 1995, NONLINEAR ADAPTIVE C
[10]   Event-Triggered Control for Nonlinear Systems Under Unreliable Communication Links [J].
Li, Hongyi ;
Chen, Ziran ;
Wu, Ligang ;
Lam, Hak-Keung .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2017, 25 (04) :813-824