Combining Wristband-type Devices and Smartphones to Detect Falls

被引:0
|
作者
Hsieh, Shang-Lin [1 ]
Yang, Cheng-Ta [1 ]
Li, Hsin-Jung [1 ]
机构
[1] Tatung Univ, Dept Comp Sci & Engn, Taipei, Taiwan
来源
2017 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) | 2017年
关键词
fall detection; wristband-type device; smartphone; accelerometer; PREVENTION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a scheme that detects falls with a wristband-type device and a smartphone. The user needs only to wear the wristband-type device on one hand, and can place the smartphone not only at multiple positions of the body, but also in a briefcase, a purse, or a backpack. The scheme utilizes the smartphone to collect the acceleration data from the wristband-type device to decide if there is a fall event. If the collected data from the device is merely enough to identify a possible fall event but not sufficient for a positive judgement, it then utilizes the acceleration data from the smartphone to make the final judgement. According to the experimental results, the proposed combined scheme is capable of detecting falls more effectively than those that use smartphones or wristband-type devices alone.
引用
收藏
页码:2373 / 2377
页数:5
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