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dc.contributor.authorBelkhatir, Zehor
dc.contributor.authorLaleg-Kirati, Taous-Meriem
dc.contributor.authorTadjine, Mohamed
dc.date.accessioned2015-08-04T07:25:17Z
dc.date.available2015-08-04T07:25:17Z
dc.date.issued2014-06
dc.identifier.isbn9783952426913
dc.identifier.doi10.1109/ECC.2014.6862573
dc.identifier.urihttp://hdl.handle.net/10754/564923
dc.description.abstractThis paper discusses the possibility of using observer-based approaches for cardiovascular anomalies detection and isolation. We consider a lumped parameter model of the cardiovascular system that can be written in a form of nonlinear state-space representation. We show that residuals that are sensitive to variations in some cardiovascular parameters and to abnormal opening and closure of the valves, can be generated. Since the whole state is not easily available for measurement, we propose to associate the residual generator to a robust extended kalman filter. Numerical results performed on synthetic data are provided.
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.subjectCardiovascular system
dc.subjectfault detection
dc.subjectobserver-based approach
dc.subjectresidual generator
dc.titleResidual generator for cardiovascular anomalies detection
dc.typeConference Paper
dc.contributor.departmentApplied Mathematics and Computational Science Program
dc.contributor.departmentComputational Bioscience Research Center (CBRC)
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
dc.contributor.departmentElectrical Engineering Program
dc.identifier.journal2014 European Control Conference (ECC)
dc.conference.date24 June 2014 through 27 June 2014
dc.conference.name13th European Control Conference, ECC 2014
dc.contributor.institutionEcole Polytechnique of Algiers, Algeria
kaust.personLaleg-Kirati, Taous-Meriem
kaust.personBelkhatir, Zehor


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