The Design of a Smartphone-Based Fall Detection System

被引:0
|
作者
Sie, Meng-Ruei [1 ]
Lo, Shou-Chih [1 ]
机构
[1] Natl Dong Hwa Univ, Dept Comp Sci & Informat Engn, Hualien, Taiwan
关键词
fall detection; smartphone; string matching; 3-axis acceleration sensor;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The eldercare problem becomes important due to population ageing. A fall accident may cause serious injury to the elderly. How to automatically detect a fall and quickly launch a help message becomes crucial, particularly for those elders living alone. The smartphone that is frequently carried by a person has the potential to be a natural tool to provide this fall detection service. In this paper, a string matching based algorithm is applied to recognize all possible fall events from the acceleration values sensed by the smartphone. A corresponding application is also implemented on the android-based platform.
引用
收藏
页码:456 / 461
页数:6
相关论文
共 50 条
  • [1] A smartphone-based fall detection system
    Abbate, Stefano
    Avvenuti, Marco
    Bonatesta, Francesco
    Cola, Guglielmo
    Corsini, Paolo
    Vecchio, Alessio
    [J]. PERVASIVE AND MOBILE COMPUTING, 2012, 8 (06) : 883 - 899
  • [2] A Smartphone-based Fall Detection System for the Elderly
    Tsinganos, Panagiotis
    Skodras, Athanassios
    [J]. PROCEEDINGS OF THE 10TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS, 2017, : 53 - 58
  • [3] Smartphone-based Human Fall Detection System
    Valcourt, L.
    Hoz, Y. D. L.
    Labrador, M.
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2016, 14 (02) : 1011 - 1017
  • [4] Mining Acceleration Data for Smartphone-based Fall Detection
    Piparunaekaporn, Luepol
    Wichinawakul, Puritud
    Kamolsantiroj, Suwatchai
    [J]. 2018 10TH INTERNATIONAL CONFERENCE ON KNOWLEDGE AND SMART TECHNOLOGY (KST 2018) - CYBERNETICS IN THE NEXT DECADES, 2018, : 74 - 79
  • [5] A smartphone-based detection of fall portents for construction workers
    Fang, Yi-Cho
    Dzeng, Ren-Jye
    [J]. CREATIVE CONSTRUCTION CONFERENCE 2014, 2014, 85 : 147 - 156
  • [6] Smartphone-based Fall Detection Algorithm Using Feature Extraction
    Hsu, Yu-Wei
    Chen, Kuang-Hsuan
    Yang, Jing-Jung
    Jaw, Fu-Shan
    [J]. 2016 9TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2016), 2016, : 1535 - 1540
  • [7] An Unfixed-position Smartphone-based Fall Detection Scheme
    Hsieh, Shang-Lin
    Chen, Ke-Ren
    Yeh, Ching-Long
    Chen, Chun-Che
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), 2014, : 2077 - 2081
  • [8] Smartphone-based solutions for fall detection and prevention: the FARSEEING approach
    Mellone, S.
    Tacconi, C.
    Schwickert, L.
    Klenk, J.
    Becker, C.
    Chiari, L.
    [J]. ZEITSCHRIFT FUR GERONTOLOGIE UND GERIATRIE, 2012, 45 (08): : 722 - 727
  • [9] Smartphone based fall detection system
    Madansingh, Stefan
    Thrasher, Timothy A.
    Layne, Charles S.
    Lee, Beom-Chan
    [J]. 2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2015, : 370 - 374
  • [10] Design and Implementation of a Smartphone-Based Positioning System
    Yeh, Chun-Chao
    Lo, Yu-Ching
    Chang, Chin-Chun
    [J]. TRENDS IN APPLIED KNOWLEDGE-BASED SYSTEMS AND DATA SCIENCE, 2016, 9799 : 995 - 1006