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author:

Lin, Chengrong (Lin, Chengrong.) [1] | Hu, Bo (Hu, Bo.) [2] | Huang, Wenchao (Huang, Wenchao.) [3] | Niu, Tao (Niu, Tao.) [4]

Indexed by:

EI

Abstract:

This paper considers the stochastic consensus problem of high-order linear discrete-time multiagent systems (MASs) with uncertain topologies and external disturbances. The randomly switching interaction signed topologies are governed by a time-homogenous Markov chain with incomplete knowledge of the transition probabilities. Based on Lyapunov function theory and adaptive control strategies, we employ a homogeneous parameter-dependent Lyapunov function to propose sufficient conditions under a set of linear matrix inequality (LMI) constraints. A free-weighting matrix method is introduced to give the proposed LMIs extra freedom to search feasible solutions. Furthermore, the adaptive controllers applied in this paper are independent of topologies and fully distributed; i.e., the system achieves robust consensus without continuously updating the controller and dealing with global data. Additionally, we extend the theoretical framework to analyze the disturbance rejection performance of MASs under the stochastic process. Two numerical examples are provided to show the effectiveness of the algorithms. © 2021 Elsevier B.V.

Keyword:

Adaptive control systems Controllers Disturbance rejection Linear matrix inequalities Lyapunov functions Markov processes Multi agent systems Robustness (control systems) Stochastic systems Topology

Community:

  • [ 1 ] [Lin, Chengrong]State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing; 400044, China
  • [ 2 ] [Hu, Bo]State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing; 400044, China
  • [ 3 ] [Huang, Wenchao]Fuzhou University, Fuzhou; 350108, China
  • [ 4 ] [Niu, Tao]State Key Laboratory of Power Transmission Equipment and System Security, Chongqing University, Chongqing; 400044, China

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Source :

Neurocomputing

ISSN: 0925-2312

Year: 2021

Volume: 449

Page: 100-107

5 . 7 7 9

JCR@2021

5 . 5 0 0

JCR@2023

ESI HC Threshold:106

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 9

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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