A wearable system for pre-impact fall detection

被引:211
作者
Nyan, M. N. [1 ]
Tay, Francis E. H. [1 ,2 ]
Murugasu, E. [3 ]
机构
[1] Natl Univ Singapore, Dept Mech Engn, Singapore 117548, Singapore
[2] Inst Bioengn & Nanotechnol, Med Devices Grp, Singapore, Singapore
[3] Singapore Gen Hosp, Dept Otolaryngol Ear Nose & Throat, Singapore 0316, Singapore
关键词
Faint fall; Syncope; Fall detection; Elderly; Body area network; Accelerometer; Gyroscope; Pre-impact;
D O I
10.1016/j.jbiomech.2008.08.009
中图分类号
Q6 [生物物理学];
学科分类号
071011 [生物物理学];
摘要
Unique features of body segment kinematics in falls and activities of daily living (ADL) are applied to make automatic detection of a fall in its descending phase, prior to impact, possible. Fall-related injuries can thus be prevented or reduced by deploying fall impact reduction systems, Such as an inflatable airbag for hip protection, before the impact. In this application, the authors Propose the following hypothesis: "Thigh segments normally do not exceed a certain threshold angle to the side and forward directions in ADL, whereas this abnormal behavior Occurs during a fall activity". Torso and thigh wearable inertial sensors (3D accelerometer and 2D gyroscope) are used and the whole system is based on a body area network (BAN) for the comfort of the wearer during a long term application. The hypothesis was validated in an experiment with 21 Young healthy Volunteers performing both normal ADL and fall activities. Results show that falls Could be detected with an average lead-time of 700 ms before the impact Occurs, with no false alarms (100% specificity), a sensitivity of 95.2%. This is the longest lead-time achieved so far in pre-impact fall detection. (C) 2008 Published by Elsevier Ltd.
引用
收藏
页码:3475 / 3481
页数:7
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