Classification of Plastic Materials using a Microwave Negative-Order-Resonance Sensor and Support-Vector-Machine

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dc.contributor.authorCovarrubias-Martínez, D.
dc.contributor.authorMartínez-Rodríguez, O. A.
dc.contributor.authorLobato-Morales, H.
dc.contributor.authorMedina-Monroy, J. L.
dc.coverage.spatialSan Diego, California, United Stateses_ES
dc.date.accessioned2024-02-27T21:17:32Z
dc.date.available2024-02-27T21:17:32Z
dc.date.issued2021-01
dc.description.abstractA method for plastic material classification using a negative-order-resonance (NOR) sensor operating at the 2.5 GHz band and support-vector-machine (SVM) for pattern recognition is presented. The proposal experimentally demonstrates the correct classification of different plastic materials based on their dielectric properties, dealing with large sources of uncertainty introduced by pellet measurements such as air gaps and position/dimension of the pellets. The proposed technique results attractive for the plastic industry as it involves a fast and nondestructive process along with the use of small circuit elements.es_ES
dc.description.urlhttps://ieeexplore.ieee.org/document/9425184/keywords#keywordses_ES
dc.identifier.citationD. Covarrubias-Martínez, O. A. Martínez-Rodríguez, H. Lobato-Morales and J. L. Medina-Monroy, "Classification of Plastic Materials using a Microwave Negative-Order-Resonance Sensor and Support-Vector-Machine," 2021 96th ARFTG Microwave Measurement Conference (ARFTG), San Diego, CA, USA, 2021, pp. 1-4, doi: 10.1109/ARFTG49670.2021.9425184.es_ES
dc.identifier.doihttps://doi.org/10.1109/ARFTG49670.2021.9425184
dc.identifier.urihttps://repositorio.cetys.mx/handle/60000/1753
dc.language.isoen_USes_ES
dc.rightsAtribución-NoComercial-CompartirIgual 2.5 México*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/2.5/mx/*
dc.subjectMicrowave measuremenTes_ES
dc.subjectUncertaintyes_ES
dc.subjectSupport vector machine classificationes_ES
dc.subjectRLC circuitses_ES
dc.subjectMicrowave theory and techniqueses_ES
dc.subjectMicrowave circuitses_ES
dc.subjectPlastics industryes_ES
dc.subject.sedeCampus Tijuanaes_ES
dc.titleClassification of Plastic Materials using a Microwave Negative-Order-Resonance Sensor and Support-Vector-Machinees_ES
dc.typeWorking Paperes_ES

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