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Distributed fault detection using relative information in linear multi-agent networks
Silvestre D.1; Rosa P.2; Hespanha J.P.4; Silvestre C.3
2015-09-01
Conference Name2015, IFAC (International Federation of Automatic Control)
Source PublicationProc. of the 9th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes
Volume28
Issue21
Pages446-451
Conference DateSeptember 2-4, 2015
Conference PlaceParis, France
Abstract

This paper addresses the problem of fault detection in the context of a collection of agents performing a shared task and exchanging relative information over a communication network. A techniques in the literature is used to construct a meaningful observable system equivalent to the original unobservable system of systems. A solution involving Set-Valued Observers (SVOs) and a left-coprime factorization of the system is proposed to estimate the state in a distributed fashion and a proof of convergence of the estimates is given under mild assumptions. The performance of the detection algorithm against deterministic and stochastic faults; and when the system is subject to unmodeled disturbances is assessed through simulations.

KeywordFdi For Discrete-event Systems Fdi For Linear Systems Fdi Theory For Networked Systems
DOI10.1016/j.ifacol.2015.09.567
URLView the original
Language英语
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Document TypeConference paper
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Affiliation1.Instituto Superior Técnico
2.DEIMOS Engenharia SA
3.Universidade de Macau
4.University of California, Santa Barbara
Recommended Citation
GB/T 7714
Silvestre D.,Rosa P.,Hespanha J.P.,et al. Distributed fault detection using relative information in linear multi-agent networks[C],2015:446-451.
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