Design of a wearable fall detection device

被引:0
|
作者
Shi, Xin [1 ]
Zhang, Tao [1 ]
机构
[1] College of Automation, Chongqing University, Chongqing 400030, China
关键词
Wearable sensors - Fall detection - Data handling - Support vector machines;
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中图分类号
学科分类号
摘要
The accidents caused by fall, especially those happened upon the elders, have caught people's attention. In this article through researching the behavioral characteristics of fall, a kind of portable device based on pressure sensor is designed to achieve fall detection. This device is placed in the insole and uses a film type pressure sensor to collect human body foot pressure information in movement. Then a method that combines threshold analysis with the algorithm of support vector machine is used to analyze the foot pressure value and perform data processing, and judge whether the human body falls. Through experiment test verification, this device has a high reliability and accuracy in detecting fall.
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页码:575 / 580
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