@article{ART003306380},
author={Jae-Won Lee and Min-Ji Kim and Joo-Hye An and KIM, TAEKOOK},
title={Implementation of Safety Management Application},
journal={Journal of Internet of Things and Convergence},
issn={2466-0078},
year={2026},
volume={12},
number={1},
pages={103-110}
TY - JOUR
AU - Jae-Won Lee
AU - Min-Ji Kim
AU - Joo-Hye An
AU - KIM, TAEKOOK
TI - Implementation of Safety Management Application
JO - Journal of Internet of Things and Convergence
PY - 2026
VL - 12
IS - 1
PB - The Korea Internet of Things Society
SP - 103
EP - 110
SN - 2466-0078
AB - In this paper, we propose a smart safety management application that integrates advanced AI technology with smartphone sensors to effectively respond to fall accidents frequently occurring at industrial sites. The primary objective of this study is to protect workers' safety in real-time and minimize casualties by establishing a rapid rescue system in the event of an accident. The proposed system provides two distinct fall detection mechanisms depending on the user's environment. First, when a worker carries a smartphone, it analyzes physical movements using the built-in accelerometer and gyroscope sensors. Second, when a smartphone is fixed at a site, it supports high-precision fall detection without specialized equipment by accurately inferring the worker's posture through the MoveNet model. Upon detecting a fall accident, the system activates a multi-stage notification process— connecting managers, fellow workers, and external emergency relief agencies—to prevent secondary accidents and secure the "golden hour." Operating in an on-device environment, the proposed system is cost-effective and easy to implement even in small-scale workplaces. It is expected to contribute to the construction of a social safety net by expanding into fields such as elderly care and medical monitoring in the future.
KW - Safety management;application;smartphone sensors;AI (Artificial Intelligence);MoveNet;fall detection
DO -
UR -
ER -
Jae-Won Lee, Min-Ji Kim, Joo-Hye An and KIM, TAEKOOK. (2026). Implementation of Safety Management Application. Journal of Internet of Things and Convergence, 12(1), 103-110.
Jae-Won Lee, Min-Ji Kim, Joo-Hye An and KIM, TAEKOOK. 2026, "Implementation of Safety Management Application", Journal of Internet of Things and Convergence, vol.12, no.1 pp.103-110.
Jae-Won Lee, Min-Ji Kim, Joo-Hye An, KIM, TAEKOOK "Implementation of Safety Management Application" Journal of Internet of Things and Convergence 12.1 pp.103-110 (2026) : 103.
Jae-Won Lee, Min-Ji Kim, Joo-Hye An, KIM, TAEKOOK. Implementation of Safety Management Application. 2026; 12(1), 103-110.
Jae-Won Lee, Min-Ji Kim, Joo-Hye An and KIM, TAEKOOK. "Implementation of Safety Management Application" Journal of Internet of Things and Convergence 12, no.1 (2026) : 103-110.
Jae-Won Lee; Min-Ji Kim; Joo-Hye An; KIM, TAEKOOK. Implementation of Safety Management Application. Journal of Internet of Things and Convergence, 12(1), 103-110.
Jae-Won Lee; Min-Ji Kim; Joo-Hye An; KIM, TAEKOOK. Implementation of Safety Management Application. Journal of Internet of Things and Convergence. 2026; 12(1) 103-110.
Jae-Won Lee, Min-Ji Kim, Joo-Hye An, KIM, TAEKOOK. Implementation of Safety Management Application. 2026; 12(1), 103-110.
Jae-Won Lee, Min-Ji Kim, Joo-Hye An and KIM, TAEKOOK. "Implementation of Safety Management Application" Journal of Internet of Things and Convergence 12, no.1 (2026) : 103-110.
