Optimization of a Pre-impact Fall Detection Algorithm and Development of Hip Protection Airbag System

被引:17
|
作者
Ahn, Soonjae
Choi, Dagyeong
Kim, Jongman
Kim, Seongjung
Jeong, Youngjae
Jo, Min
Kim, Youngho [1 ]
机构
[1] Yonsei Univ, Dept Biomed Engn, 1 Yeonsedae Gil, Wonju 26493, Gangwon Do, South Korea
基金
新加坡国家研究基金会;
关键词
pre-impact fall detection; airbag; inertial sensor unit; optimization; RISK-FACTORS; SYNCOPE;
D O I
10.18494/SAM.2018.1876
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
In this study, a pre-impact fall detection algorithm using a custom-made inertial sensor was optimized, and a spring-trigger airbag system was developed for preventing injuries from falls. Four different types of simulated falls were performed by 20 healthy volunteers (age 23.4 +/- 4.4 years), and six different daily activities were tested in 14 elderly subjects (age 71.8 +/- 4.0 years). An inertial sensor unit was used to measure acceleration, angular velocity, and vertical angle during all activities. Thresholds of 0.9 g acceleration, 47.3 degrees/s angular velocity, and 24.7 degrees vertical angle were determined on the basis of optimizing lead time and accuracy in pre-impact fall detection. A belt-type airbag system consisted of a polyurethane inner skin, an artificial leather outer shell, and a spring-trigger inflator. To evaluate the accuracy of the airbag system, 10 healthy adult males (age 28.5 +/- 2.7 years) wore the system and performed three sets of simulated falls. Fall detection was achieved 401.9 +/- 46.9 ms before impact on average, and the airbag inflated without fail during the falls (100% sensitivity). In all daily activities, no airbag inflation occurred (100% specificity).
引用
收藏
页码:1743 / 1752
页数:10
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