Low-cost Portable Bioradar System for Fall Detection

被引:0
|
作者
Anishchenko, L. N. [1 ]
Zhuravlev, A., V [1 ]
Razevig, V. V. [1 ]
Chizh, M. A. [1 ]
机构
[1] Bauman Moscow State Tech Univ, Moscow, Russia
基金
俄罗斯基础研究基金会;
关键词
D O I
10.1109/piers-spring46901.2019.9017773
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
Lack of effective non-contact ways for fall detection, which may result in development of health-threatening and life-threatening conditions, is a great problem of modern medicine, and in particular, geriatrics. In present work, we propose a concept of a low-cost portable fall detection framework utilizing bioradar technique for smart home environment. The bioradar was designed using a single-chip transceiver K-LC5 (RFbeam), a customized amplifier, a 16-bit precision ADC and a microcontroller. It was tested in experimental conditions with the help of 5 volunteers. We achieved accuracy of 97% and the Cohen's kappa of 89% for classifying fall episodes among other daily activities.
引用
收藏
页码:3566 / 3570
页数:5
相关论文
共 50 条
  • [41] Microwave Imaging for Early Breast Cancer Detection: Experimental Testing of a Low-Cost Portable System
    Vasquez, J. A. Tobon
    Vipiana, F.
    Casu, M. R.
    Vacca, M.
    Pulimeno, A.
    [J]. 2016 IEEE ANTENNAS AND PROPAGATION SOCIETY INTERNATIONAL SYMPOSIUM, 2016, : 1479 - 1480
  • [42] Importance of the Bioradar Signal Preprocessing in Fall Detection
    Dremina, M. K.
    Alborova, I.
    Anishchenko, Lesya N.
    [J]. 2017 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM - SPRING (PIERS), 2017, : 699 - 703
  • [43] LOW-COST PORTABLE CALF FEEDER
    PEARCE, PGH
    [J]. NEW ZEALAND JOURNAL OF AGRICULTURE, 1973, 126 (05): : 50 - 51
  • [44] LOW-COST PORTABLE ENURESIS ALARM
    MANSON, G
    READ, J
    [J]. JOURNAL OF MEDICAL ENGINEERING & TECHNOLOGY, 1979, 3 (02) : 83 - 84
  • [45] A LOW-COST WIRELESS PORTABLE PRINTER
    SMITH, DL
    MURANAMI, M
    [J]. HEWLETT-PACKARD JOURNAL, 1987, 38 (10): : 21 - 23
  • [46] LOW-COST PORTABLE ENURESIS ALARM
    MANSON, G
    [J]. JOURNAL OF MEDICAL ENGINEERING & TECHNOLOGY, 1979, 3 (04) : 171 - 171
  • [47] Portable, low-cost, desktop microscope
    Salvadori, Vincent
    Fäh, Daniel
    Flühler, Sarina
    Wandeler, Jan
    Jacome, Maria J.
    Koller, Adrian
    Egli, Marcel
    Wuest, Simon L.
    [J]. HardwareX, 2024, 20
  • [48] LOW-COST PORTABLE COLOR MEASUREMENT
    TULLOCH, MH
    [J]. PHOTONICS SPECTRA, 1995, 29 (02) : 18 - 18
  • [49] WeMos IoT Controller-Based Low-Cost Fall Detection System for Elderly Users
    Al-Okby, Mohammed Faeik Ruzaij
    Thurow, Kerstin
    [J]. JOURNAL OF BIOMIMETICS BIOMATERIALS AND BIOMEDICAL ENGINEERING, 2021, 50 : 59 - 72
  • [50] Low-cost portable fluorescein angiography
    Maude, Richard J.
    Plewes, Katherine
    Dimock, Joss
    Dondorp, Arjen M.
    [J]. BRITISH JOURNAL OF OPHTHALMOLOGY, 2011, 95 (09) : 1213 - 1215