Signal and data processing for machine olfaction and chemical sensing: A review

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dc.contributor.authorMarco Colás, Santiago
dc.contributor.authorGutiérrez Gálvez, Agustín
dc.date.accessioned2021-09-20T15:50:07Z
dc.date.available2021-09-20T15:50:07Z
dc.date.issued2012-11
dc.date.updated2021-09-20T15:50:07Z
dc.description.abstractSignal and data processing are essential elements in electronic noses as well as in most chemical sensing instruments. The multivariate responses obtained by chemical sensor arrays require signal and data processing to carry out the fundamental tasks of odor identification (classification), concentration estimation (regression), and grouping of similar odors (clustering). In the last decade, important advances have shown that proper processing can improve the robustness of the instruments against diverse perturbations, namely, environmental variables, background changes, drift, etc. This article reviews the advances made in recent years in signal and data processing for machine olfaction and chemical sensing.
dc.format.extent26 p.
dc.format.mimetypeapplication/pdf
dc.identifier.idgrec617499
dc.identifier.issn1530-437X
dc.identifier.urihttps://hdl.handle.net/2445/180138
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.relation.isformatofVersió postprint del document publicat a: https://doi.org/10.1109/JSEN.2012.2192920
dc.relation.ispartofIEEE Sensors Journal, 2012, vol. 12, num. 11, p. 3189-3214
dc.relation.urihttps://doi.org/10.1109/JSEN.2012.2192920
dc.rights(c) Institute of Electrical and Electronics Engineers (IEEE), 2012
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.sourceArticles publicats en revistes (Enginyeria Electrònica i Biomèdica)
dc.subject.classificationDetectors químics
dc.subject.classificationNas
dc.subject.classificationOlfacte
dc.subject.classificationOlors
dc.subject.otherChemical detectors
dc.subject.otherNose
dc.subject.otherSmell
dc.subject.otherOdors
dc.titleSignal and data processing for machine olfaction and chemical sensing: A review
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/acceptedVersion

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