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Journal
2013 | 11 | 8 | 1045-1055
Article title

Estimating the varying topology of discrete-time dynamical networks with noise

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EN
Abstracts
EN
We propose an improved method to estimate the varying topology of discrete-time dynamical networks using autosynchronization. The networks considered in this paper can be weighted or unweighted and directed or undirected, and the dynamics of each node can be nonuniform. Furthermore, we suggest using a moving-average filter to suppress the influence of noise on parameter estimation. Finally, several examples are illustrated to verify the theoretical results by numerical simulation.
Publisher

Journal
Year
Volume
11
Issue
8
Pages
1045-1055
Physical description
Dates
published
1 - 8 - 2013
online
23 - 10 - 2013
Contributors
author
  • School of Automation Engineering, University of Electronic Science and Technology of China, 611731, Chengdu, PR China, chengyitu1986@gmail.com
author
  • School of Automation Engineering, University of Electronic Science and Technology of China, 611731, Chengdu, PR China
author
  • School of Automation Engineering, University of Electronic Science and Technology of China, 611731, Chengdu, PR China
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Document Type
Publication order reference
Identifiers
YADDA identifier
bwmeta1.element.-psjd-doi-10_2478_s11534-013-0297-y
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