Fog Data Analytics: Diabetic Patients Monitoring Using Wearable IoT Sensors

被引:1
|
作者
Baig, Abdul Rauf [1 ]
Hasanat, Mozaherul Hoque Abul [1 ]
Alsahli, Abdulaziz [1 ]
机构
[1] Imam Mohammad Ibn Saud Islamic Univ IMSIU, Coll Comp & Informat Sci, Dept Informat Syst, Riyadh, Saudi Arabia
关键词
IoT; fog computing; health care; diabetics; INTERNET; THINGS;
D O I
10.22937/IJCSNS.2022.22.4.71
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Internet of things (IoT) is exceedingly permeating our daily lives and innovative solutions are being proposed to enrich our lives. In this paper we combine wearable IoT sensors and fog analytics to provide a solution for monitoring of diabetic patients. We report our system architecture and our experience in developing and testing a prototype based on this architecture. The system can be generalized into a patient-centric IoT eHealth ecosystem with a multi-layer architecture. There are several challenges related to our diabetics monitoring system such as data management, scalability, regulations, inter-operability, device-network-human interfaces, security and privacy.
引用
收藏
页码:603 / 612
页数:10
相关论文
共 50 条
  • [21] Detection of Stress using Wearable Sensors in IoT Platform
    Uday, Sreedevi
    Jyotsna, C.
    Amudha, J.
    PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2018, : 492 - 498
  • [22] Continuous User Authentication using IoT Wearable Sensors
    Smyth, Conor
    Wang, Guoxin
    Panicker, Rajesh
    Nag, Avishek
    Cardiff, Barry
    John, Deepu
    2021 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2021,
  • [23] An evaluation of ECG data fusion algorithms for wearable IoT sensors
    John, Arlene
    Padinjarathala, Antony
    Doheny, Emer
    Cardiff, Barry
    John, Deepu
    INFORMATION FUSION, 2023, 96 : 237 - 251
  • [24] Fog Computing for Big Data Analytics in IoT Aided Smart Grid Networks
    Md. Muzakkir Hussain
    M. M. Sufyan Beg
    Mohammad Saad Alam
    Wireless Personal Communications, 2020, 114 : 3395 - 3418
  • [25] Fog Computing for Big Data Analytics in IoT Aided Smart Grid Networks
    Hussain, Md. Muzakkir
    Beg, M. M. Sufyan
    Alam, Mohammad Saad
    WIRELESS PERSONAL COMMUNICATIONS, 2020, 114 (04) : 3395 - 3418
  • [26] Big IoT Healthcare Data Analytics Framework Based on Fog and Cloud Computing
    Alshammari, Hamoud
    Abd El-Ghany, Sameh
    Shehab, Abdulaziz
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2020, 16 (06): : 1238 - 1249
  • [27] Intergration of Wearable Biosensors and Data Analytics for Remote Health Monitoring
    Raymond, David Angira
    Kumar, Praveen
    Goureshettiwar, Palash
    2024 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT CYBER PHYSICAL SYSTEMS AND INTERNET OF THINGS, ICOICI 2024, 2024, : 707 - 713
  • [28] Monitoring the Transmission of Data From Wearable Sensors Using Probabilistic Transfer Learning
    Alruwaili, Omar
    Yousef, Amr
    Armghan, Ammar
    IEEE ACCESS, 2024, 12 : 97460 - 97475
  • [29] An intelligent healthcare monitoring framework using wearable sensors and social networking data
    Ali, Farman
    El-Sappagh, Shaker
    Islam, S. M. Riazul
    Ali, Amjad
    Attique, Muhammad
    Imran, Muhammad
    Kwak, Kyung-Sup
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2021, 114 : 23 - 43
  • [30] IOT-Enabled Vertical Farming Monitoring System Using Big Data Analytics
    Chand, Javvaji Gopi
    Susmitha, Kodati
    Gowthami, Abbaraju
    Chowdary, Kambhampati Manohar
    Ahmed, Sk Khaleel
    2022 SECOND INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL, COMPUTING, COMMUNICATION AND SUSTAINABLE TECHNOLOGIES (ICAECT), 2022,