Smart IoMT Framework for Supporting UAV Systems with AI

被引:6
|
作者
Shankar, Nathan [1 ]
Nallakaruppan, Musiri Kailasanathan [2 ]
Ravindranath, Vaishali [3 ]
Senthilkumar, Mohan [2 ]
Bhagavath, Bhuvanagiri Prahal [1 ]
机构
[1] Vellore Inst Technol, Sch Elect & Elect Engn, Vellore 632014, India
[2] Vellore Inst Technol, Sch Informat Technol & Engn, Vellore 632014, India
[3] Avinashilingam Inst Home Sci & Higher Educ Women, Coimbatore 641043, India
关键词
healthcare; IoMT; machine learning; service oriented architecture; UAV (unmanned aerial vehicle); HEALTH-CARE;
D O I
10.3390/electronics12010086
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The health monitoring system is one of the most innovative technologies that has gained traction in the Internet of Medical Things (IoMT). It allows the connection of multiple sensors and actuators that can capture and monitor the data through the web page or mobile application. IoMT technology not only provides communications but also will provide monitoring, recording, storage, and display. IoMT in healthcare is used for measuring the vital signs of the human body, which allows medical professionals to assess the well-being of a patient. The doctor may recommend lifestyle modifications, prescribe more tests, or diagnose a disorder according to the results. This paper illustrates the remote-control health monitoring system (HMS) with the integration of a UAV, which allows the doctor to access the data and analyze the patient data remotely. Thus, the proposed HMS-UAV system aims to measure the temperature, humidity, blood pressure, heart rate, and SpO(2) and stores the data on the UAV. Several sensors were thus used namely DHT11, MAX30102, Myoware and K24C16, and the Raspberry Pi camera. Reduced hospital stays and avoidance of readmissions are benefits of remote patient monitoring with IoMT-based UAVs. Contrary to its advantages, IoMT has flaws in information processing since a huge volume of data are needed to be handled in a single environment. One major novel inclusion in this work is to measure multiple parameters and provide a comparative analysis for all of them. Furthermore, the functionality of video recorded and stored is included where the doctor can surveil the patient.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] iMirror: A Smart Mirror for Stress Detection in the IoMT Framework for Advancements in Smart Cities
    Rachakonda, Laavanya
    Rajkumar, Pritivi
    Mohanty, Saraju P.
    Kougianos, Elias
    2020 IEEE INTERNATIONAL SMART CITIES CONFERENCE (ISC2), 2020,
  • [2] An IoMT data security framework with Hyperledger Fabric for smart cities
    Saikat Samanta
    Achyuth Sarkar
    Sangeeta Kumari
    International Journal of Information Technology, 2024, 16 (8) : 4875 - 4886
  • [3] An energy-efficient and secure framework for IoMT: An application of smart cities
    Mangla, Cherry
    Rani, Shalli
    Herencsar, Norbert
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2022, 53
  • [4] AI driven IOMT security framework for advanced malware and ransomware detection in SDN
    Almotiri, Sultan H.
    JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2025, 14 (01):
  • [5] VolleyBot: A Competative Framework for AI and UAV Research and Development
    Shoval, Shraga
    2016 IEEE INTERNATIONAL CONFERENCE ON THE SCIENCE OF ELECTRICAL ENGINEERING (ICSEE), 2016,
  • [6] Fusion-based learning for stress recognition in smart home: An IoMT framework
    Rezaee, Khosro
    Yang, Xuan
    Khosravi, Mohammad R.
    Zhang, Ruowei
    Lin, Wenmin
    Jeon, Gwanggil
    BUILDING AND ENVIRONMENT, 2022, 216
  • [7] Hybrid Framework of Management Systems Supporting Cluster-Oriented Smart Grid Operations
    Leksawat, S.
    Schmelter, A.
    Ortjohann, E.
    Holtschulte, D.
    Kortenbruck, J.
    Premgamone, T.
    Morton, D.
    2017 IEEE MANCHESTER POWERTECH, 2017,
  • [8] My Smart Age with HIV: an innovative mobile and IoMT framework for patient's empowerment
    Orsini, Mirko
    Pacchioni, Marco
    Malagoli, Andrea
    Guaraldi, Giovanni
    2017 IEEE 3RD INTERNATIONAL FORUM ON RESEARCH AND TECHNOLOGIES FOR SOCIETY AND INDUSTRY (RTSI), 2017, : 498 - 503
  • [9] AI-based Intelligent SDN Controller to Optimize Onion Routing Framework for IoMT Environment
    Kumhar, Malaram
    Bhatia, Jitendra
    Jadav, Nilesh Kumar
    Gupta, Rajesh
    Tanwar, Sudeep
    2023 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS, 2023, : 885 - 890
  • [10] A Key Management Framework to Secure IoMT-enabled Healthcare Systems
    De Ree, Marcus
    Vizar, Damian
    Mantas, Georgios
    Bastos, Joaquim
    Kassapoglou-Faist, Corinne
    Rodriguez, Jonathan
    2021 IEEE 26TH INTERNATIONAL WORKSHOP ON COMPUTER AIDED MODELING AND DESIGN OF COMMUNICATION LINKS AND NETWORKS (CAMAD), 2021,