Implementation of Android-based Fall-detecting System

被引:0
|
作者
Jia, Huiyu [1 ,2 ]
Li, Meihui [1 ,2 ,3 ]
Ning, Yunkun [1 ,2 ]
Liang, Shengyun [1 ,2 ]
Li, Huiqi [1 ,2 ]
Zhao, Guoru [1 ,2 ]
机构
[1] Acad Sci, Chinese, Shenzhen Key Lab Low Cost Healthcare, Shenzhen 518055, Peoples R China
[2] Acad Sci, Chinese, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
[3] Wuhan Res Inst Post & Telecommun, Wuhan 430070, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
fall detection; SVM algorithm; Decision Tree; RECOGNITION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Accidental falls are the main factors that endanger the health of elderly people in modern society. Timely and effective fall detection and alarm can reduce the risk of falls. With the increasing of the aging society, the design and development of the fall detection system which is portable, accurate and real-time, has gradually become one of the most urgent needs of the community. With the rapid development of mobile Internet, smart phones as another kind of wearable device have become essential products of people's life. Smart phone is portable and flexible, which can be built in various sensors. It can be used to monitor human motion data. In order to detect falls promptly and minimize the damage to the aged, a fall detection system based on Android phones was designed and implemented and a fall detection algorithm for phones was proposed in the paper. In this way, the elderly can detect falls without other equipment at any time. Meanwhile, the system integrated the phone system function greatly, provided a good platform for human-computer interaction in the detection, and gave remote alarm to help the elderly get timely rescue.
引用
收藏
页码:1324 / 1329
页数:6
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