A real-time fall detection system based on the acceleration sensor of smartphone
Falls are a major problem for the elderly people leading to injury, disability, and even death. In this article, we propose a fall detection system that uses the acceleration sensor of a smartphone to detect a senior citizen falling in real time and to use the communication capabilities of the smart...
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| Published in | International journal of engineering business management Vol. 10 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
London, England
SAGE Publications
01.01.2018
SAGE Publishing |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1847-9790 1847-9790 |
| DOI | 10.1177/1847979017750669 |
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| Abstract | Falls are a major problem for the elderly people leading to injury, disability, and even death. In this article, we propose a fall detection system that uses the acceleration sensor of a smartphone to detect a senior citizen falling in real time and to use the communication capabilities of the smartphone to notify the administrator of such an event. The proposed system conducts real-time location tracking using Google’s Map and 3D information to cope with a critical situation and to make an urgent intervention in an emergency. Since Google’s 3D mapping service can provide information on the surrounding buildings and their shapes with more precision than a 2D service or text-based service, it is possible to ensure a prompt response for senior citizens when such location information is available. To verify the validity and efficiency of this article, we measured the change in acceleration sensor value by classifying the subjects by age group and gender. As a result, we found that the signal vector magnitude value of the acceleration sensor value variation showed a great difference in daily life such as walking, running, sitting, and falling. |
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| AbstractList | Falls are a major problem for the elderly people leading to injury, disability, and even death. In this article, we propose a fall detection system that uses the acceleration sensor of a smartphone to detect a senior citizen falling in real time and to use the communication capabilities of the smartphone to notify the administrator of such an event. The proposed system conducts real-time location tracking using Google’s Map and 3D information to cope with a critical situation and to make an urgent intervention in an emergency. Since Google’s 3D mapping service can provide information on the surrounding buildings and their shapes with more precision than a 2D service or text-based service, it is possible to ensure a prompt response for senior citizens when such location information is available. To verify the validity and efficiency of this article, we measured the change in acceleration sensor value by classifying the subjects by age group and gender. As a result, we found that the signal vector magnitude value of the acceleration sensor value variation showed a great difference in daily life such as walking, running, sitting, and falling. |
| Author | Yeh, Hongjin Kim, Ki-Hyung Choi, Okkyung Lee, Youngmin |
| Author_xml | – sequence: 1 givenname: Youngmin surname: Lee fullname: Lee, Youngmin – sequence: 2 givenname: Hongjin surname: Yeh fullname: Yeh, Hongjin – sequence: 3 givenname: Ki-Hyung surname: Kim fullname: Kim, Ki-Hyung – sequence: 4 givenname: Okkyung orcidid: 0000-0003-3058-955X surname: Choi fullname: Choi, Okkyung email: okchoi@mju.ac.kr |
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| Cites_doi | 10.1109/TSMCA.2007.897609 10.1007/BF02347551 10.1007/s11265-007-0092-3 10.1093/geront/gnv044 10.1007/BF02351026 10.1371/journal.pone.0140929 10.1016/j.gaitpost.2008.01.003 |
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| Keywords | Acceleration sensor Google Maps 3-D smartphone fall detection real-time location tracking system |
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| Title | A real-time fall detection system based on the acceleration sensor of smartphone |
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