2026-06-02T15:34:27Zhttps://riuma.uma.es/rest/oai/requestoai:riuma.uma.es:10630/290902026-02-03T11:30:28Zcom_10630_2254col_10630_37953
RIUMA. Repositorio Institucional de la Universidad de Málaga
author
Gómez-de-Gabriel, Jesús Manuel
author
Fernández-Madrigal, Juan Antonio
author
López-Arquillos, Antonio
author
Rubio-Romero, Juan Carlos
2024-01-24T08:23:36Z
2024-01-24T08:23:36Z
2018-08-09
Gomez-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.
https://hdl.handle.net/10630/29090
10.1016/j.measurement.2018.07.093
This 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.
eng
Attribution-NonCommercial-NoDerivatives 4.0 Internacional
Arneses
Construcción - Medidas de seguridad
Detectores
Monitoring harness use in construction with BLE beacons.
journal article
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URL
https://riuma.uma.es/bitstreams/eae3dccc-63e1-4b5d-a166-37e1c4008150/download
File
MD5
ced5c3c840b211fca2389b43492c4a02
6173114
application/pdf
Monitoring postprint.pdf