Implementation of wearable sensors for fall detection into smart household

被引:0
|
作者
Biros, Ondrej [1 ]
Karchnak, Jÿn [1 ]
Simsik, Dusan [1 ]
Hosovsky, Alexander [2 ]
机构
[1] Tech Univ Kosice, Fac Mech Engn, Dept Automat Control & Humanmachine Interact, Kosice, Slovakia
[2] Tech Univ Kosice, Fac Mfg Technol Seat Presov, Dept Math Informat & Cybernet, Presov, Slovakia
关键词
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
The proposed paper describes implementation of wearable sensors into smart household environment. Wearable sensor prototype is based on MEMS inertial measurement unit, containing accelerometer and gyroscope. Fall detection using wearable sensors has been determined as suitable function in several implementations. Fall detection algorithm, considering information about acceleration, tilt and angular velocity was developed and tested. Communication of IMU with PC is described as well as experimental verification of the algorithm.
引用
收藏
页码:19 / 22
页数:4
相关论文
共 50 条
  • [1] Wearable sensors for reliable fall detection
    Chen, Jay
    Kwong, Karric
    Chang, Dennis
    Luk, Jerry
    Bajcsy, Ruzena
    2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 3551 - 3554
  • [2] Survey on Fall Detection and Fall Prevention Using Wearable and External Sensors
    Delahoz, Yueng Santiago
    Labrador, Miguel Angel
    SENSORS, 2014, 14 (10) : 19806 - 19842
  • [3] Stair fall risk detection using wearable sensors
    Selvaraj, Malarvizhi
    Baltzopoulos, Vasilios
    Shaw, Andy
    Maganaris, C. N.
    Cullen, Jeff
    O'Brien, Thomas
    Kot, Patryk
    2018 11TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2018), 2018, : 108 - 112
  • [4] A Novel Wearable Smart Button System for Fall Detection
    Zhuang, Wei
    Sun, Xiang
    Zhi, Yueyan
    Han, Yue
    Mao, Hande
    MATERIALS SCIENCE, ENERGY TECHNOLOGY, AND POWER ENGINEERING I, 2017, 1839
  • [5] Wearable Smart Phone Sensor Fall Detection System
    Habaebi, Mohamed Hadi
    Yusoff, Siti Hajar
    Ishak, Anis Nadia
    Islam, Md Rafiqul
    Chebil, Jalel
    Basahel, Ahmed
    International Journal of Interactive Mobile Technologies, 2022, 16 (12): : 72 - 93
  • [6] Automatic Fall Detection by a Wearable Embedded Smart Camera
    Casares, Mauricio
    Ozcan, Koray
    Almagambetov, Akhan
    Velipasalar, Senem
    2012 SIXTH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS (ICDSC), 2012,
  • [7] Fall Detection Analysis with Wearable MEMS-based Sensors
    Yuan, Xuebing
    Yu, Shuai
    Dan, Qiang
    Wang, Guoping
    Liu, Sheng
    2015 16TH INTERNATIONAL CONFERENCE ON ELECTRONIC PACKAGING TECHNOLOGY, 2015,
  • [8] Fall Detection System Using Wearable Sensors with Automated Notification
    Saod, Aini Hafizah Mohd
    Mustafa, Aisamuddin Aizat
    Soh, Zainal Hisham Che
    Ramlan, Siti Azura
    Harron, Nur Athiqah
    2021 11TH IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM, COMPUTING AND ENGINEERING (ICCSCE 2021), 2021, : 182 - 187
  • [9] Fall Detection with Supervised Machine Learning using Wearable Sensors
    Giuffrida, Davide
    Benetti, Guido
    De Martini, Daniele
    Facchinetti, Tullio
    2019 IEEE 17TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), 2019, : 253 - 259
  • [10] Sensitivity Analysis of LSTM Networks for Fall Detection Wearable Sensors
    Matos-Carvalho, Joao P.
    Correia, Sergio D.
    Tomic, Slavisa
    2023 6TH CONFERENCE ON CLOUD AND INTERNET OF THINGS, CIOT, 2023, : 112 - 118