An IoT System for Smart Building Combining Multiple mmWave FMCW Radars Applied to People Counting

UDC.coleccionInvestigaciónes_ES
UDC.departamentoEnxeñaría de Computadoreses_ES
UDC.endPage35316es_ES
UDC.grupoInvGrupo de Tecnoloxía Electrónica e Comunicacións (GTEC)es_ES
UDC.issue21es_ES
UDC.journalTitleIEEE Internet of Things Journales_ES
UDC.startPage35306es_ES
UDC.volume11es_ES
dc.contributor.authorBarral Vales, Valentín
dc.contributor.authorDomínguez-Bolaño, Tomás
dc.contributor.authorEscudero, Carlos J.
dc.contributor.authorGarcía-Naya, José A.
dc.date.accessioned2024-11-07T18:36:07Z
dc.date.available2024-11-07T18:36:07Z
dc.date.issued2024-11
dc.descriptionComplemented by the Dataset "An IoT System for Smart Building Combining Multiple mmWave FMCW Radars Applied to People Counting" - DOI: https://doi.org/10.5281/zenodo.10572014es_ES
dc.description.abstract[Abstract]: In contemporary society, the pressing challenge of preserving user privacy clashes with the imperative for smart buildings to efficiently manage their resources, particularly in the context of occupancy monitoring for optimized energy utilization. This article delves into the application of millimiter wave (mmWave) frequency modulated continuous wave (FMCW) radar technology for occupancy monitoring. mmWave FMCW radar, unlike conventional methods that often require the use of identifiable tags or involve image analysis, operates without the need for such identifiers, mitigating privacy concerns. However, challenges arise when attempting to cover extensive indoor spaces due to the limited range of individual mmWave FMCW radar devices. The present work proposes the use of a flexible software architecture to integrate the measurements of several mmWave FMCW radar devices, so that the whole behaves as a single sensor. To validate the proposal, an example of use in a real environment in an indoor space monitored with three mmWave FMCW radar devices is also presented. The example details the whole process, from the physical installation of the devices to the use of the different software modules that allow the integration of the data into a common Internet of Things (IoT) management platform, such as Home Assistant. All the elements, from the measurements captured during the test to the different software implementations, are shared publicly with the scientific community.es_ES
dc.description.sponsorshipThis work was supported in part by MCIN/AEI/10.13039/501100011033 under Grant PID2022-137099NB- C42 (MADDIE) and Grant TED2021-130240B-I00 (IVRY); in part by the European Union NextGenerationEU/PRTR; and in part by the Open Access Charge: Universidade da Coruña/CISUG.es_ES
dc.description.sponsorshipFinanciado para publicación en acceso aberto: Universidade da Coruña/CISUGes_ES
dc.identifier.citationBarral Vales, V., Domínguez-Bolaño, T., Escudero, C. J. and García-Naya, J. A. "An IoT System for Smart Building Combining Multiple mmWave FMCW Radars Applied to People Counting," in IEEE Internet of Things Journal, vol. 11, no. 21, pp. 35306-35316, 1 Nov.1, 2024, doi: 10.1109/JIOT.2024.3434707es_ES
dc.identifier.doi10.1109/JIOT.2024.3434707
dc.identifier.issn2327-4662
dc.identifier.urihttp://hdl.handle.net/2183/39995
dc.language.isoenges_ES
dc.publisherInstitute of Electrical and Electronics Engineerses_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica, Técnica y de Innovación 2021-2023/PID2022-137099NB-C42/ES/TECNOLOGIAS DE COMUNICACION, CODIFICACION Y PROCESADO PARA REDES CLASICAS-CUANTICAS DE PROXIMA GENERACIONes_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2024/TED2021-130240B-I00/ES/DETECCIÓN INTEGRADA DE VÍDEO Y RADAR PARA EL POSICIONAMIENTO EN INTERIORES DE PERSONAS SIN DISPOSITIVOS Y CON GARANTÍA DE PRIVACIDAD BASADA EN EDGE AIes_ES
dc.relation.urihttps://doi.org/10.1109/JIOT.2024.3434707es_ES
dc.rightsAtribución-NoComercial-SinDerivadas 4.0 Internacionales_ES
dc.rights.accessRightsopen accesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/*
dc.subjectApplication platformes_ES
dc.subjectLocation managementes_ES
dc.subjectSensor system integration and smart environmentes_ES
dc.titleAn IoT System for Smart Building Combining Multiple mmWave FMCW Radars Applied to People Countinges_ES
dc.typejournal articlees_ES
dspace.entity.typePublication
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