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Distributed joint estimation and identification for sensor networks with unknown inputs

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Lan, Hua; Bishop, Adrian; Pan, Quan

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In this paper we consider the problem of distributed, joint, state estimation and identification for a class of stochastic systems with unknown inputs (UI). A distributed Expectation-Maximization (EM) algorithm is presented to estimate the local state at

dc.contributor.authorLan, Hua
dc.contributor.authorBishop, Adrian
dc.contributor.authorPan, Quan
dc.coverage.spatialSingapore
dc.date.accessioned2015-12-13T22:29:16Z
dc.date.createdApril 21-24 2014
dc.identifier.isbn9781479928439
dc.identifier.urihttp://hdl.handle.net/1885/74613
dc.description.abstractIn this paper we consider the problem of distributed, joint, state estimation and identification for a class of stochastic systems with unknown inputs (UI). A distributed Expectation-Maximization (EM) algorithm is presented to estimate the local state at
dc.publisherIEEE Computer Society
dc.relation.ispartofseries9th IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing, IEEE ISSNIP 2014
dc.sourceIEEE ISSNIP 2014 - 2014 IEEE 9th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, Conference Proceedings
dc.titleDistributed joint estimation and identification for sensor networks with unknown inputs
dc.typeConference paper
local.description.notesImported from ARIES
local.description.refereedYes
dc.date.issued2014
local.identifier.absfor080205 - Numerical Computation
local.identifier.ariespublicationU3488905xPUB4208
local.type.statusPublished Version
local.contributor.affiliationLan, Hua, Northwestern Polytechnical University
local.contributor.affiliationBishop, Adrian, College of Engineering and Computer Science, ANU
local.contributor.affiliationPan, Quan, Northwestern Polytechnical University
local.description.embargo2037-12-31
local.bibliographicCitation.startpage1
local.bibliographicCitation.lastpage6
local.identifier.doi10.1109/ISSNIP.2014.6827600
dc.date.updated2015-12-11T08:47:41Z
local.identifier.scopusID2-s2.0-84903706689
CollectionsANU Research Publications

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