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
来源：
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY | 2022年 / 22卷 / 04期
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
  • [1] On-demand Data Analytics Support for Hemorrhagic Stroke Patients Using Wearable IoT Device and Fog Computing Technology
    Abosede, Samson A.
    Adetunmbi, Adebayo O.
    Sarumi, Oluwafemi A.
    PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND PATTERN RECOGNITION (SOCPAR 2021), 2022, 417 : 404 - 412
  • [2] An Overview of Fog Data Analytics for IoT Applications
    Bhatia, Jitendra
    Italiya, Kiran
    Jadeja, Kuldeepsinh
    Kumhar, Malaram
    Chauhan, Uttam
    Tanwar, Sudeep
    Bhavsar, Madhuri
    Sharma, Ravi
    Manea, Daniela Lucia
    Verdes, Marina
    Raboaca, Maria Simona
    SENSORS, 2023, 23 (01)
  • [3] Stress Monitoring Using Machine Learning, IoT and Wearable Sensors
    Al-Atawi, Abdullah A.
    Alyahyan, Saleh
    Alatawi, Mohammed Naif
    Sadad, Tariq
    Manzoor, Tareq
    Farooq-i-Azam, Muhammad
    Khan, Zeashan Hameed
    SENSORS, 2023, 23 (21)
  • [4] Fog Data Processing and Analytics for Agriculture IoT Data Streams
    Islam, Shahidul
    Jamwal, Sanjay
    Mir, Mahmood Hussain
    INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING, 2022, 13 (03): : 718 - 734
  • [5] Fog Computing: An Overview of Big IoT Data Analytics
    Anawar, Muhammad Rizwan
    Wang, Shangguang
    Zia, Muhammad Azam
    Jadoon, Ahmer Khan
    Akram, Umair
    Raza, Salman
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2018,
  • [6] Stress monitoring using wearable sensors: IoT techniques in medical field
    Talaat, Fatma M.
    El-Balka, Rana Mohamed
    NEURAL COMPUTING & APPLICATIONS, 2023, 35 (25): : 18571 - 18584
  • [7] Stress monitoring using wearable sensors: IoT techniques in medical field
    Fatma M. Talaat
    Rana Mohamed El-Balka
    Neural Computing and Applications, 2023, 35 : 18571 - 18584
  • [8] Monitoring Mobile Patients Using Predictive Analysis By Data From Wearable Sensors
    Dudakiya, Sourabh
    Galani, Heren
    Shaikh, Amaad
    Thanki, Deven
    Late, Rachana Ashok
    Pawar, S. E.
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, AND OPTIMIZATION TECHNIQUES (ICEEOT), 2016, : 332 - 335
  • [9] Glucose Prediction Data Analytics for Diabetic Patients Monitoring
    Huzooree, Geshwaree
    Khedo, Kavi Kumar
    Joonas, Noorjehan
    2017 1ST INTERNATIONAL CONFERENCE ON NEXT GENERATION COMPUTING APPLICATIONS (NEXTCOMP), 2017, : 188 - 195
  • [10] Distributed Decomposed Data Analytics in Fog Enabled IoT Deployments
    Taneja, Mohit
    Jalodia, Nikita
    Davy, Alan
    IEEE ACCESS, 2019, 7 : 40969 - 40981
12345