Emergency Monitoring System Based on a Newly-Developed Fall Detection Algorithm

An emergency monitoring system for the elderly, which uses acceleration data measured with an accelerometer, angular velocity data measured with a gyroscope, and heart rate measured with an electrocardiogram, is proposed. The proposed fall detection algorithm uses multiple parameter combinations in...

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Published inJournal of Information and Communication Convergence Engineering, 11(3) Vol. 11; no. 3; pp. 199 - 206
Main Authors Yi, Yun Jae, Yu, Yun Seop
Format Journal Article
LanguageEnglish
Published 한국정보통신학회 30.09.2013
Subjects
Online AccessGet full text
ISSN2234-8255
2234-8883
2234-8883
DOI10.6109/jicce.2013.11.3.199

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Abstract An emergency monitoring system for the elderly, which uses acceleration data measured with an accelerometer, angular velocity data measured with a gyroscope, and heart rate measured with an electrocardiogram, is proposed. The proposed fall detection algorithm uses multiple parameter combinations in which all parameters, calculated using tri-axial accelerations and bi-axial angular velocities, are above a certain threshold within a time period. Further, we propose an emergency detection algorithm that monitors the movements of the fallen elderly person, after a fall is detected. The results show that the proposed algorithms can distinguish various types of falls from activities of daily living with 100% sensitivity and 98.75% specificity. In addition, when falls are detected, the emergency detection rate is 100%. This suggests that the presented fall and emergency detection method provides an effective automatic fall detection and emergency alarm system. The proposed algorithms are simple enough to be implemented into an embedded system such as 8051-based microcontroller with 128 kbyte ROM. KCI Citation Count: 0
AbstractList An emergency monitoring system for the elderly, which uses acceleration data measured with an accelerometer, angular velocity data measured with a gyroscope, and heart rate measured with an electrocardiogram, is proposed. The proposed fall detection algorithm uses multiple parameter combinations in which all parameters, calculated using tri-axial accelerations and bi-axial angular velocities, are above a certain threshold within a time period. Further, we propose an emergency detection algorithm that monitors the movements of the fallen elderly person, after a fall is detected. The results show that the proposed algorithms can distinguish various types of falls from activities of daily living with 100% sensitivity and 98.75% specificity. In addition, when falls are detected, the emergency detection rate is 100%. This suggests that the presented fall and emergency detection method provides an effective automatic fall detection and emergency alarm system. The proposed algorithms are simple enough to be implemented into an embedded system such as 8051-based microcontroller with 128 kbyte ROM. KCI Citation Count: 0
Author Yi, Yun Jae
Yu, Yun Seop
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Cites_doi 10.1023/B:BTTJ.0000047127.01462.49
10.1016/j.gaitpost.2008.01.003
10.1186/1756-0500-3-62
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Title Emergency Monitoring System Based on a Newly-Developed Fall Detection Algorithm
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