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Predictive adaptive control of the bispectral index of the EEG (BIS): exploring electromyography as an accessible disturbance

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dc.contributor.authorNunes, Catarina S.
dc.contributor.authorMendonca, T.
dc.contributor.authorLemos, J. M.
dc.contributor.authorAmorim, Pedro
dc.date.accessioned2023-06-01T08:25:49Z
dc.date.available2023-06-01T08:25:49Z
dc.date.issued2007
dc.description.abstractThe problem of controlling the level of unconsciousness measured by the Bispectral Index of the EEG (BIS) of patients under anaesthesia, is considered. It is assumed that the manipulated variable is the infusion rate of the hypnotic drug propofol, while the drug remifentanil is also administered for analgesia. Since electromyography(EMG) interferes with the BIS signal, it is considered as an accessible disturbance. In order to tackle the high uncertain present on the system, the predictive adaptive controller MUS MAR is used. The performance of the controller is illustrated by means of simulation with 45 patient individual adjusted models, which incorporate the effect of the drugs interaction on BIS. This controller structure proved to be robust to the EMG disturbance, changing reference values and noise.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationC. S. Nunes, T. Mendonca, J. M. Lemos and P. Amorim, "Predictive adaptive contro of the Bispectra Index of the EEG (BIS): Exploring electromyography as an accessible disturbance," 2007 Mediterranean Conference on Control & Automation, Athens, Greece, 2007, pp. 1-5pt_PT
dc.identifier.doi10.1109/MED.2007.4433705pt_PT
dc.identifier.isbn978-96-0254-664-2
dc.identifier.urihttp://hdl.handle.net/10400.2/13945
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherIEEEpt_PT
dc.titlePredictive adaptive control of the bispectral index of the EEG (BIS): exploring electromyography as an accessible disturbancept_PT
dc.typeconference object
dspace.entity.typePublication
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/POSC/POSC%2FEEA-SRI%2F57607%2F2004/PT
oaire.citation.conferencePlaceAthens, Greecept_PT
oaire.citation.endPage5pt_PT
oaire.citation.startPage1pt_PT
oaire.citation.titleMediterranean Conference on Control & Automationpt_PT
oaire.fundingStreamPOSC
person.familyNameDa Costa Nunes Duarte
person.familyNameAmorim
person.givenNameCatarina Sofia
person.givenNamePedro
person.identifier.ciencia-id691F-CDC2-E26A
person.identifier.orcid0000-0002-8357-0994
person.identifier.orcid0000-0001-7466-4174
person.identifier.scopus-author-id55429654100
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsrestrictedAccesspt_PT
rcaap.typeconferenceObjectpt_PT
relation.isAuthorOfPublicationcc3069ec-f930-455f-9226-b77e5d2dc14b
relation.isAuthorOfPublication1ef321dd-4f09-493c-b801-e9a99b28947d
relation.isAuthorOfPublication.latestForDiscovery1ef321dd-4f09-493c-b801-e9a99b28947d
relation.isProjectOfPublicationf2a43f85-750a-46d9-96d6-d38d57bd0425
relation.isProjectOfPublication.latestForDiscoveryf2a43f85-750a-46d9-96d6-d38d57bd0425

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