AN INTELLIGENT FALL DETECTION SYSTEM USING TRIAXIAL ACCELEROMETER INTEGRATED BY ACTIVE RFID

被引:0
作者
Cheng, Shou-Hsiung [1 ]
机构
[1] Chien Kuo Technol Univ, Dept Informat Management, Changhua 500, Taiwan
来源
PROCEEDINGS OF 2014 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 2 | 2014年
关键词
Active RFID; Triaxial accelerometer; Fall detection;
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 study proposes a straightforward, efficient and intelligent fall detection system using triaxial accelerometer integrated by active RFID. The intelligent fall detection system can not only detect walking and falls but also recognize the postural orientation of the wearer. The experimental results show that the proposed system is simple, efficient and useful for practical applications.
引用
收藏
页码:517 / 522
页数:6
相关论文
共 10 条
[1]  
Alwan M., 2006, 2 INFORM COMMUNICATI, P1003, DOI DOI 10.1109/ICTTA.2006.1684511
[2]   Falls and fall-related injuries in older dialysis patients [J].
Cook, Wendy L. ;
Tomlinson, George ;
Donaldson, Meghan ;
Markowitz, Samuel N. ;
Naglie, Gary ;
Sobolev, Boris ;
Jassal, Sarbjit V. .
CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2006, 1 (06) :1197-1204
[3]  
Diraco G, 2010, DES AUT TEST EUROPE, P1536
[4]  
Karantonis D.M., 2006, INFORM TECHNOLOGY BI, V10
[5]  
Lai C., 2010, Intelligent Systems, IEEE, VPP, P1
[6]   STEPPING RESPONSES OF YOUNG AND OLD ADULTS TO POSTURAL DISTURBANCES - KINEMATICS [J].
LUCHIES, CW ;
ALEXANDER, NB ;
SCHULTZ, AB ;
ASHTONMILLER, J .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 1994, 42 (05) :506-512
[7]   Application of motion analysis system in pre-impact fall detection [J].
Nyan, M. N. ;
Tay, Francis E. H. ;
Mah, Matthew Z. E. .
JOURNAL OF BIOMECHANICS, 2008, 41 (10) :2297-2304
[8]   Distinguishing fall activities from normal activities by angular rate characteristics and high-speed camera characterization [J].
Nyan, M. N. ;
Tay, F. E. H. ;
Tan, A. W. Y. ;
Seah, K. H. W. .
MEDICAL ENGINEERING & PHYSICS, 2006, 28 (08) :842-849
[9]  
Rougier Caroline, 2005, J TELEMEDICINE TELEC
[10]  
Yung-Chin Chen, 2010, 2010 2nd International Symposium on Aware Computing (ISAC 2010), P207, DOI 10.1109/ISAC.2010.5670478