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).
机构:
Scuola Super Sant Anna, BioRobot Inst, I-56127 Pisa, ItalyScuola Super Sant Anna, BioRobot Inst, I-56127 Pisa, Italy
Aprigliano, Federica
Micera, Silvestro
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h-index: 0
机构:
Scuola Super Sant Anna, BioRobot Inst, I-56127 Pisa, Italy
Ecole Polytech Fed Lausanne, Ctr Neuroprosthet, Bertarelli Fdn Chair Translat Neuroengn, Sch Engn, CH-1015 Lausanne, Switzerland
Ecole Polytech Fed Lausanne, Sch Engn, Inst Bioengn, CH-1015 Lausanne, SwitzerlandScuola Super Sant Anna, BioRobot Inst, I-56127 Pisa, Italy
Micera, Silvestro
Monaco, Vito
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机构:
Scuola Super Sant Anna, BioRobot Inst, I-56127 Pisa, Italy
IRCCS Fdn Don Carlo Gnocchi, I-20148 Milan, ItalyScuola Super Sant Anna, BioRobot Inst, I-56127 Pisa, Italy
机构:
Chinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R China
Shi, Guangyi
Chan, Cheung-Shing
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h-index: 0
机构:
Chinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R China
Chan, Cheung-Shing
Luo, Yilun
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h-index: 0
机构:
Chinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R China
Luo, Yilun
Zhang, Guanglie
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R China
Zhang, Guanglie
Li, Wen J.
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机构:
Chinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R China
Li, Wen J.
Leong, Philip H. W.
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机构:
Chinese Univ Hong Kong, Fac Engn, Dept Comp Sci & Eng, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R China
Leong, Philip H. W.
Leung, Kwok-Sui
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机构:
Chinese Univ Hong Kong, Fac Med, Dept Orthop & Traum, Hong Kong, Hong Kong, Peoples R ChinaChinese Univ Hong Kong, Ctr Micro & Nanosyst, Fac Engn, Hong Kong, Hong Kong, Peoples R China
Leung, Kwok-Sui
2006 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-12,
2006,
: 4405
-
+
机构:
Korea Adv Inst Sci & Technol KAIST, Dept Ind & Syst Engn, Daejeon 34141, South KoreaKorea Adv Inst Sci & Technol KAIST, Dept Ind & Syst Engn, Daejeon 34141, South Korea
Yu, Xiaoqun
Ma, Tiejun
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h-index: 0
机构:
Korea Adv Inst Sci & Technol KAIST, Dept Ind & Syst Engn, Daejeon 34141, South KoreaKorea Adv Inst Sci & Technol KAIST, Dept Ind & Syst Engn, Daejeon 34141, South Korea
Ma, Tiejun
Jang, Jaehyuk
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h-index: 0
机构:
Korea Adv Inst Sci & Technol KAIST, Dept Ind & Syst Engn, Daejeon 34141, South KoreaKorea Adv Inst Sci & Technol KAIST, Dept Ind & Syst Engn, Daejeon 34141, South Korea
Jang, Jaehyuk
Xiong, Shuping
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h-index: 0
机构:
Korea Adv Inst Sci & Technol KAIST, Dept Ind & Syst Engn, Daejeon 34141, South KoreaKorea Adv Inst Sci & Technol KAIST, Dept Ind & Syst Engn, Daejeon 34141, South Korea