Portable and Real-Time IoT-Based Healthcare Monitoring System for Daily Medical Applications

被引:12
|
作者
Siam, Ali I. [1 ]
El-Affendi, Mohammed A. [2 ]
Abou Elazm, Atef [3 ]
El-Banby, Ghada M. [4 ]
El-Bahnasawy, Nirmeen A. [5 ]
Abd El-Samie, Fathi E. [3 ]
Abd El-Latif, Ahmed A. [2 ,6 ]
机构
[1] Kafrelsheikh Univ, Fac Artificial Intelligence, Dept Embedded Network Syst Technol, Kafr Al Sheikh 33516, Egypt
[2] Prince Sultan Univ, Coll Comp & Informat Sci, EIAS Data Sci Lab, Riyadh 11586, Saudi Arabia
[3] Menoufia Univ, Fac Elect Engn, Dept Elect & Elect Commun Engn, Al Minufiyah, Egypt
[4] Menoufia Univ, Fac Elect Engn, Dept Ind Elect & Control Engn, Al Minufiyah 32511, Egypt
[5] Menoufia Univ, Fac Elect Engn, Dept Comp Scienceand Engn, Al Minufiyah 32511, Egypt
[6] Menoufia Univ, Fac Sci, Dept Math & Comp Sci, Al Minufiyah 32511, Egypt
来源
关键词
ESP8266; Internet of Things (IoT); medical sensors; real-time monitoring; remote health monitoring; INTERNET; SENSOR; THINGS;
D O I
10.1109/TCSS.2022.3207562
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Remote healthcare and telemedicine technology have witnessed a large and rapid development in the last decade with the large development of the Internet of Things (IoT) technology, where various types of medical sensors are aggregated for measuring medical parameters and transmitting them anywhere. Smart portable products can now be used to monitor different medical aspects to track human health. Also, they can be used in the prediagnosis of various diseases and in detecting abnormalities of organ functionality. In this article, we design and implement a multifunction and portable health monitoring system, which can help in daily medical inspections. The developed system monitors various medical aspects: heart rate (HR), blood oxygen saturation level (SpO(2)), body temperature, photoplethysmography (PPG) signal, electrocardiography (ECG) signal, room temperature, and room humidity. The obtained measurements are displayed on the built-in display or transmitted over Wi-Fi to either a mobile application, in the local mode, or to the cloud storage for remote monitoring. The developed system can be used to keep an eye on the people we need to care about, while keeping them in their normal daily life. The maximum error percentage of the proposed system is reported as 2.67%, 2.04%, and 1.58% for HR, SpO(2), and body temperature, respectively, compared to commercial devices. In addition, statistical tests were performed and they showed a high level of agreement between the observed and the reference measurements. The results indicate the high accuracy and effectiveness of the proposed system to be used in daily medical applications.
引用
收藏
页码:1629 / 1641
页数:13
相关论文
共 50 条
  • [1] IoT-based Healthcare System for Real-time Maternal Stress Monitoring
    Oti, Olugbenga
    Azimi, Iman
    Anzanpour, Arman
    Rahmani, Amir M.
    Axelin, Anna
    Liljeberg, Pasi
    [J]. 2018 IEEE/ACM INTERNATIONAL CONFERECE ON CONNECTED HEALTH: APPLICATIONS, SYSTEMS AND ENGINEERING TECHNOLOGIES (CHASE), 2018, : 57 - 62
  • [2] IoT-based System for Real-time Water Pollution Monitoring of Rivers
    Khan, Mohammad Ariful Islam
    Hoque, Mohammad Akidul
    Ahmed, Sabbir
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND INFORMATION TECHNOLOGY 2021 (ICECIT 2021), 2021,
  • [3] An IoT-based system for monitoring and forecasting flash floods in real-time
    Chandra Prakash
    Anurag Barthwal
    Debopam Acharya
    [J]. Journal of Earth System Science, 132
  • [4] IoT-Based Real-Time Crop Drying and Storage Monitoring System
    Viviane, Ishimwe
    Masabo, Emmanuel
    Joseph, Habiyaremye
    Rene, Mitsindo
    Bizuru, Elias
    Amoretti, Michele
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2023, 2023
  • [5] An IoT-based system for monitoring and forecasting flash floods in real-time
    Prakash, Chandra
    Barthwal, Anurag
    Acharya, Debopam
    [J]. JOURNAL OF EARTH SYSTEM SCIENCE, 2023, 132 (04)
  • [6] IoT-RRHM: Provably secure IoT-based real-time remote healthcare monitoring framework
    Parai, Krittibas
    Islam, S. K. Hafizul
    [J]. JOURNAL OF SYSTEMS ARCHITECTURE, 2023, 138
  • [7] An IoT-Based Real-Time Intelligent Monitoring and Notification System of Cold Storage
    Afreen, Hina
    Bajwa, Imran Sarwar
    [J]. IEEE ACCESS, 2021, 9 : 38236 - 38253
  • [8] SuJAL: Design and Development of IoT-Based Real-Time Lake Monitoring System
    Mishra, Vishal
    Kumar, Tarun
    Bhalla, Kriti
    Patil, Mangala M.
    [J]. 2018 3RD INTERNATIONAL CONFERENCE ON CIRCUITS, CONTROL, COMMUNICATION AND COMPUTING (I4C), 2018,
  • [9] Scalability of Real-Time IoT-based Applications for Smart Cities
    Zyrianoff, Ivan
    Borelli, Fabrizio
    Biondi, Gabriela
    Heideker, Alexandre
    Kamienski, Carlos
    [J]. 2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2018, : 693 - 698
  • [10] Real-time Approach for Decision Making in IoT-based Applications
    Harb, Hassan
    Nader, Diana Abi
    Sabeh, Kassem
    Makhoul, Abdallah
    [J]. PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON SENSOR NETWORKS (SENSORNETS), 2021, : 223 - 230