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황수영(Soo-Young Hwang),유문호(Mun-Ho Ryu),김제남(Je-Nam Kim),양윤석(Yoon-Seok Yang) 한국IT서비스학회 2012 한국IT서비스학회지 Vol.11 No.S
In this study, a real-time fall detection system based on a smartphone equipped with three-axis accelerometer and magnetometer was proposed and evaluated. The proposed system provides a service that detects falls in real time, triggers alarm sound, and sends emergency SMS(Short Message Service) if the alarm is not deactivated within a predefined time. When both of the acceleration magnitude and angle displacement of the smartphone attached to waist belt are greater than predefined thresholds, it is detected as a fall. The proposed system was evaluated against activities of daily living(walking, jogging, sitting down, standing up, ascending stairs, and descending stairs) and unintended falls induced by a proprietary pneumatic-powered mattress. With the thresholds of acceleration magnitude 1.7g and angle displacement 80°, it showed 96.5% accuracy to detect the falls while all the activities of daily living were not detected as fall.