DocumentCode :
3572110
Title :
Falling monitoring system based on multi axial accelerometer
Author :
Wentao Liu ; Yang Luo ; Junze Yan ; Chunjing Tao ; Lifang Ma
Author_Institution :
Dept. of Mech. Design, Harbin Inst. of Technol., Harbin, China
fYear :
2014
Firstpage :
7
Lastpage :
12
Abstract :
A portable & wearable falling monitoring system is proposed in this paper, which is based on microcontroller and triaxial accelerometer, and used for real-time monitoring of human body motion state. Its purpose is to make real-time judgments during the falling, and enable airbags or other protective devices before the body impacts with the ground, preventing or reducing the damage of falling to the human body. This paper proposes a multi-condition comprehensive evaluation algorithm based on the value of acceleration SVM, by analyzing acceleration curve of the processes of the body falling and various daily activities. In the algorithm, the weightlessness condition, the time condition, the speed condition, and the angle condition etc are considered in human body motion state analysis, then the judgment is made whether a falling is happening by these conditions. Experiments show that the method can effectively identify the course of the falling with a low miss report rate and false report rate, meanwhile it can provides the appropriate time margin, and should be a feasible and practical way.
Keywords :
accelerometers; biomechanics; mechanoception; medical control systems; microcontrollers; patient diagnosis; patient monitoring; support vector machines; SVM acceleration value; airbags; human body motion state monitoring; microcontroller; multicondition comprehensive evaluation algorithm; portable falling monitoring system; protective devices; triaxial accelerometer; wearable falling monitoring system; Acceleration; Algorithm design and analysis; Gravity; Joints; Monitoring; Support vector machines; Falling detection; Multi-condition comprehensive evaluation algorithm; SVM; three-axis Digital Accelerometer;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
Type :
conf
DOI :
10.1109/WCICA.2014.7052678
Filename :
7052678
Link To Document :
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