Monitoring activities of daily living based on wearable wireless body sensor network

被引:0
|
作者
Kantoch, E. [1 ]
Augustyniak, P. [1 ]
Markiewicz, M. [2 ]
Prusak, D. [1 ]
机构
[1] AGH Univ Sci & Technol, PL-30059 Krakow, Poland
[2] Jagiellonian Univ, Inst Comp Sci, Krakow, Poland
关键词
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
With recent advances in microprocessor chip technology, wireless communication, and biomedical engineering it is possible to develop miniaturized ubiquitous health monitoring devices that are capable of recording physiological and movement signals during daily life activities. The aim of the research is to implement and test the prototype of health monitoring system. The system consists of the body central unit with Bluetooth module and wearable sensors: the custom-designed ECG sensor, the temperature sensor, the skin humidity sensor and accelerometers placed on the human body or integrated with clothes and a network gateway to forward data to a remote medical server. The system includes customdesigned transmission protocol and remote web-based graphical user interface for remote real time data analysis. Experimental results for a group of humans who performed various activities (eg. working, running, etc.) showed maximum 5% absolute error compared to certified medical devices. The results are promising and indicate that developed wireless wearable monitoring system faces challenges of multi-sensor human health monitoring during performing daily activities and opens new opportunities in developing novel healthcare services.
引用
收藏
页码:586 / 589
页数:4
相关论文
共 50 条
  • [1] Turning Domestic Appliances Into a Sensor Network for Monitoring of Activities of Daily Living
    Augustyniak, Piotr
    Kantoch, Eliasz
    [J]. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2015, 5 (08) : 1662 - 1667
  • [2] Wireless sensor network for wearable physiological monitoring
    Pandian, P.S.
    Safeer, K.P.
    Gupta, Pragati
    Shakunthala, D.T.
    Sundersheshu, B.S.
    Padaki, V.C.
    [J]. Journal of Networks, 2008, 3 (05) : 21 - 29
  • [3] Wearable sensor network for body kinematics monitoring
    Rocha, L. A.
    Correia, J. H.
    [J]. TENTH IEEE INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS, PROCEEDINGS, 2006, : 137 - +
  • [4] Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data
    Augustinov, Gabriela
    Nisar, Muhammad Adeel
    Li, Frederic
    Tabatabaei, Amir
    Grzegorzek, Marcin
    Sohrabi, Keywan
    Fudickar, Sebastian
    [J]. 7TH INTERNATIONAL WORKSHOP ON SENSOR-BASED ACTIVITY RECOGNITION AND ARTIFICIAL INTELLIGENCE, IWOAR 2022, 2022,
  • [5] A Wearable Wireless Sensor Network for Human Limbs Monitoring
    Low, K. S.
    Lee, G. X.
    Taher, T.
    [J]. I2MTC: 2009 IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-3, 2009, : 1306 - 1310
  • [6] Monitoring of human body running training with wireless sensor based wearable devices
    Ren, Jie
    Guan, Fuyu
    Pang, Ming
    Li, Shuangling
    [J]. COMPUTER COMMUNICATIONS, 2020, 157 : 343 - 350
  • [7] Monitoring Activities of Daily Living Using Wireless Acoustic Sensor Networks in Clean and Noisy Conditions
    Vuegen, Lode
    Van den Broeck, Bert
    Karsmakers, Peter
    Van Hamme, Hugo
    Vanrumste, Bart
    [J]. 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2015, : 4966 - 4969
  • [8] Wearable and Implantable Wireless Sensor Network Solutions for Healthcare Monitoring
    Darwish, Ashraf
    Hassanien, Aboul Ella
    [J]. SENSORS, 2011, 11 (06) : 5561 - 5595
  • [9] VANET Based Health Monitoring through Wireless Body Sensor Network
    Kamal, Pratibha
    Raw, R. S.
    Singh, Nanhay
    Kumar, Shailender
    Kumar, Arvind
    [J]. PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 2865 - 2871
  • [10] Ambient and Wearable Sensor Fusion for Abnormal Behaviour Detection in Activities of Daily Living
    Garcia-Constantino, M.
    Konios, A.
    Mustafa, M. A.
    Nugent, C.
    Morrison, G.
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS (PERCOM WORKSHOPS), 2020,