Monitoring harness use in construction with BLE beacons.

dc.centroEscuela de Ingenierías Industrialeses_ES
dc.contributor.authorGómez-de-Gabriel, Jesús Manuel
dc.contributor.authorFernández-Madrigal, Juan Antonio
dc.contributor.authorLópez-Arquillos, Antonio
dc.contributor.authorRubio-Romero, Juan Carlos
dc.date.accessioned2024-01-24T08:23:36Z
dc.date.available2024-01-24T08:23:36Z
dc.date.created2024
dc.date.issued2018-08-09
dc.departamentoEconomía y Administración de Empresas
dc.description.abstractThis paper introduces a novel approach to measure and evaluate the proper use of harnesses at construction sites: we deploy Bluetooth Low Energy (BLE) beacons for delimiting areas where the use of a harness is mandatory and to detect whether the harness is attached to the corresponding lifeline when the worker enter these areas. Our method is based on local estimation, through statistical filtering of RSSI measurements (Extended Kalman Filter), of the proximity between the beacons that delimit the different areas and the one in the lifeline, followed by a finite state machine risk status detector. Experiments have been performed in a real construction work-place with a wearable device; their results show that our solution is ideal for dynamic construction environments. Its main advantages are robustness of the detection system, easy relocation of the beacons as the construction zone evolves, and no need for calibration, communication infrastructure, external processing support, or configuration/map updates. Additionally, optional remote IoT for online monitoring is possible.es_ES
dc.description.sponsorshipThe authors would like to acknowledge the contribution from “Fundación Laboral De La Construcción” for allowing them to test the system on a real construction site.es_ES
dc.identifier.citationGomez-de-Gabriel, J. M., Fernández-Madrigal, J. A., Lopez-Arquillos, A., & Rubio-Romero, J. C. (2019). Monitoring harness use in construction with BLE beacons. Measurement, 131, 329-340.es_ES
dc.identifier.doi10.1016/j.measurement.2018.07.093
dc.identifier.urihttps://hdl.handle.net/10630/29090
dc.language.isoenges_ES
dc.publisherElsevieres_ES
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional
dc.rights.accessRightsopen accesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectArneseses_ES
dc.subjectConstrucción - Medidas de seguridades_ES
dc.subjectDetectoreses_ES
dc.subject.otherConstruction safetyes_ES
dc.subject.otherHarnesses_ES
dc.subject.otherFall from heightes_ES
dc.subject.otherSensores_ES
dc.subject.otherSafety at workes_ES
dc.titleMonitoring harness use in construction with BLE beacons.es_ES
dc.typejournal articlees_ES
dc.type.hasVersionAMes_ES
dspace.entity.typePublication
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relation.isAuthorOfPublication91c6945f-bd8f-4027-80dd-8708bfa9e68c
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relation.isAuthorOfPublication.latestForDiscoverye12aaab5-66be-4d72-bd9c-36dc69c1f4cf

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