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Leader-Following Consensus Stability of Discrete-Time Linear Multiagent Systems with Observer-Based Protocols
Author(s) -
Bingbing Xu,
Lixin Gao,
Yan Zhang,
Xiaole Xu
Publication year - 2013
Publication title -
abstract and applied analysis
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.228
H-Index - 56
eISSN - 1687-0409
pISSN - 1085-3375
DOI - 10.1155/2013/357971
Subject(s) - sylvester equation , consensus , mathematics , observer (physics) , algebraic graph theory , discrete time and continuous time , algebraic riccati equation , riccati equation , directed graph , graph , graph theory , multi agent system , control theory (sociology) , mathematical optimization , computer science , algorithm , differential equation , discrete mathematics , control (management) , artificial intelligence , eigenvalues and eigenvectors , mathematical analysis , physics , statistics , quantum mechanics , combinatorics
We consider the leader-following consensus problem of discrete-time multiagent systems on a directed communication topology. Two types of distributed observer-based consensus protocols are considered to solve such a problem. The observers involved in the proposed protocols include full-order observer and reduced-order observer, which are used to reconstruct the state variables. Two algorithms are provided to construct the consensus protocols, which are based on the modified discrete-time algebraic Riccati equation and Sylvester equation. In light of graph and matrix theory, some consensus conditions are established. Finally, a numerical example is provided to illustrate the obtained result

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