Floor Pressure Imaging for Fall Detection with Fiber-Optic Sensors

被引:56
作者
Feng, Guodong [1 ]
Mai, Jiechao [1 ]
Ban, Zhen [1 ]
Guo, Xuemei [2 ]
Wang, Guoli [2 ]
机构
[1] Sun Yat Sen Univ, Elect & Comp Engn, Guangzhou 510275, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Sch Informat Sci & Technol, Guangzhou 510275, Guangdong, Peoples R China
关键词
RECOGNITION;
D O I
10.1109/MPRV.2016.27
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Falls are a major health risk for the elderly, decreasing their ability to live independently. This article proposes a novel feature-specific floor pressure imaging system that uses a smart floor embedded with fiber sensors. The potential applications include indoor human-activity analysis for intelligent surveillance. In particular, the authors focus on the application of fall detection in a bathroom scenario. Their fall detection method consists of two steps: floor pressure imaging for target posture classification and the fall event decision based on the classified target postures. Fall detection experiments validated the proposed method. This article is part of a special issue on domestic pervasive computing. © 2016 IEEE.
引用
收藏
页码:40 / 47
页数:8
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