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Author:

Dun, Ao (Dun, Ao.) | Xia, Lili (Xia, Lili.) | Liang, Di (Liang, Di.) | Zhao, Yu (Zhao, Yu.)

Indexed by:

EI Scopus

Abstract:

This paper investigates the H∞ stability and consensus of uncertain discrete-time nonlinear complex dynamical network systems based on T-S fuzzy model. The nonlinear complex dynamical network system consists of N nonlinear discrete-time subsystems. Parallel distributed compensation algorithm and Lyapunov method are applied to design an H∞ decentralized fuzzy static output feedback controller. Based on Lyapunov method, a static output feedback controller is designed to guarantee that the closed-loop system is asymptotically H∞ stable. By considering the characteristic of interconnection matrix of the network, the test of the stability of the network system is separated in to the test of the stability of the several nonlinear systems. Furthermore, the consensus problem for the leader-follower complex dynamical network is considered. And the proposed criterion can be obtained by solving a set of linear matrix inequalities(LMIs) which are numerically feasible. The effectiveness of the proposed methods is demonstrated through numerical examples. © 2015 IEEE.

Keyword:

Linear matrix inequalities Closed loop systems Numerical methods Machine learning Controllers Stability Feedback control Lyapunov methods Complex networks

Author Community:

  • [ 1 ] [Dun, Ao]Electronic Information and Control Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Xia, Lili]Electronic Information and Control Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 3 ] [Liang, Di]Electronic Information and Control Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 4 ] [Zhao, Yu]Electronic Information and Control Engineering, Beijing University of Technology, Beijing; 100124, China

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Source :

ISSN: 2160-133X

Year: 2015

Volume: 1

Page: 246-252

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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