Finite-time topological identification of complex network with time delay and stochastic disturbance

Title:

Finite-time topological identification of complex network with time delay and stochastic disturbance

Creator:

Qian, Yufeng

Identifier:

https://cdk.lib.cas.cz/client/handle/uuid:201bfc72-e69c-417b-a0c7-a00436f8f7ed
uuid:201bfc72-e69c-417b-a0c7-a00436f8f7ed
doi:10.14736/kyb-2021-3-0534

Subject:

time delay, finite-time, topology identification, and stochastic perturbations

Type:

model:article and TEXT

Format:

bez média and svazek

Description:

The topology identification issue of complex stochastic network with delay and stochastic disturbance is mainly introduced in this paper. It is known the time delay and stochastic disturbance are ubiquitous in real network, and they will impair the identification of network topology, and the topology capable of identifying the network within specific time is desired on the other hand. Based on these discussions, the finite-time identification method is proposed to solve similar issues problems. The validity of theoretical results is proved with the stochastic dynamical system stability theory and finite-time stability theory. Finally, a simple numerical simulation is proposed to verify the feasibility of the method.

Language:

English

Rights:

http://creativecommons.org/licenses/by-nc-sa/4.0/
policy:public

Coverage:

534-545

Source:

Kybernetika | 2021 Volume:57 | Number:3

Harvested from:

CDK

Metadata only:

false