On identification of networked systems with time-invariant topology

Title: On identification of networked systems with time-invariant topology
Creator: Zamani, Mohsen; Ninness, Brett; Agüero, Juan C.
Relation: 17th IFAC Symposium on System Identification (SYSID 2015). 17th IFAC Symposium on System Identification SYSID 2015: Proceedings (presented in IFAC-PapersOnLine, Volume 48, Issue 28) (Beijing, China 19-21 October, 2015) p. 1184-1189
Publisher Link: http://dx.doi.org/10.1016/j.ifacol.2015.12.292
Publisher: Elsevier
Resource Type: conference paper
Date: 2015
Description: This paper studies the problem of identification for networked systems. We consider both heterogeneous and homogeneous networks. It is assumed that the interconnection topology is time-invariant and known. We demonstrate how the parameter matrices of each individual subsystem can be identified from the input-output information obtained from the whole network. To this end, the well-known technique of Maximum-likelihood (ML) is exploited for obtaining estimations of system matrices.
Subject: identification; networked systems; maximum likelihood; time-invariant topology
Identifier: http://hdl.handle.net/1959.13/1331615
Identifier: uon:26665
Identifier: ISSN:2405-8963
Language: eng
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