A Systematic Survey on Fog and IoT Driven Healthcare: Open Challenges and Research Issues

被引:10
|
作者
Kashyap, Vijaita [1 ]
Kumar, Ashok [2 ]
Kumar, Ajay [3 ]
Hu, Yu-Chen [4 ]
机构
[1] Chitkara Univ, Chitkara Univ Inst Engn & Technol, Rajpura 140401, Punjab, India
[2] Lovely Profess Univ, Sch Comp Applicat, Phagwara 144411, Punjab, India
[3] Chandigarh Univ, Dept Comp Sci & Engn, Chandigarh 140413, India
[4] Providence Univ, Dept Comp Sci & Informat Management, Taichung 43301, Taiwan
关键词
Internet of Things; fog computing; healthcare; health monitoring; sensors; DATA AGGREGATION; BIG DATA; INTERNET; THINGS; ENERGY; SECURE; CLOUD; ARCHITECTURE; PREDICTION; FRAMEWORK;
D O I
10.3390/electronics11172668
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Technological advancements have made it possible to monitor, diagnose, and treat patients remotely. The vital signs of patients can now be collected with the help of Internet of Things (IoT)-based wearable sensor devices and then uploaded on to a fog server for processing and access by physicians for recommending prescriptions and treating patients through the Internet of Medical Things (IoMT) devices. This research presents the outcome of a survey conducted on healthcare integrated with fog computing and IoT to help researchers understand the techniques, technologies and performance parameters. A comparison of existing research focusing on technologies, procedures, and findings has been presented to investigate several aspects of fog computing in healthcare IoT-based systems, such as increased temporal complexity, storage capacity, scalability, bandwidth, and latency. Additionally, strategies, tools, and sensors used in various diseases such as heart disease, chronic disease, chikungunya viral infection, blood pressure, body temperature, pulse rate, diabetes, and type 2 diabetes have been compared.
引用
收藏
页数:25
相关论文
共 50 条
  • [1] Towards Fog Driven IoT Healthcare: Challenges and Framework of Fog Computing in Healthcare
    Al-khafajiy, Mohammed
    Webster, Lee
    Baker, Thar
    Waraich, Atif
    ICFNDS'18: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON FUTURE NETWORKS AND DISTRIBUTED SYSTEMS, 2018,
  • [2] Towards fog-driven IoT eHealth: Promises and challenges of loT in medicine and healthcare
    Farahani, Bahar
    Firouzi, Farshad
    Chang, Victor
    Badaroglu, Mustafa
    Constant, Nicholas
    Mankodiya, Kunal
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018, 78 : 659 - 676
  • [3] Issues and Challenges in Healthcare Narrowband IoT
    Anand, Sharath
    Routray, Sudhir K.
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2017, : 486 - 489
  • [4] IoT Healthcare: Benefits, Issues and Challenges
    De Michele, Roberta
    Furini, Marco
    PROCEEDINGS OF THE 5TH EAI INTERNATIONAL CONFERENCE ON SMART OBJECTS AND TECHNOLOGIES FOR SOCIAL GOOD (GOODTECHS 2019), 2019, : 160 - 164
  • [5] A Survey on the Internet of Things (IoT) Forensics: Challenges, Approaches, and Open Issues
    Stoyanova, Maria
    Nikoloudakis, Yannis
    Panagiotakis, Spyridon
    Pallis, Evangelos
    Markakis, Evangelos K.
    IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2020, 22 (02): : 1191 - 1221
  • [6] Blockchain and smart contract for access control in healthcare: A survey, issues and challenges, and open issues
    Sookhak, Mehdi
    Jabbarpour, Mohammad Reza
    Safa, Nader Sohrabi
    Yu, F. Richard
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2021, 178
  • [7] A systematic review of healthcare recommender systems: Open issues, challenges, and techniques
    Etemadi, Maryam
    Abkenar, Sepideh Bazzaz
    Ahmadzadeh, Ahmad
    Kashani, Mostafa Haghi
    Asghari, Parvaneh
    Akbari, Mohammad
    Mahdipour, Ebrahim
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 213
  • [8] A Review on Fog Computing: Architecture, Fog with IoT, Algorithms and Research Challenges
    Sabireen, H. .
    Neelanarayanan, V. .
    ICT EXPRESS, 2021, 7 (02): : 162 - 176
  • [9] Issues and challenges of user and data interaction in healthcare-related IoT A systematic review
    Zou, Ning
    Liang, Shaobo
    He, Daqing
    LIBRARY HI TECH, 2020, 38 (04) : 769 - 782
  • [10] A Survey on Blockchain Technology Supported Approaches for Healthcare System, Open Issues and Challenges
    Rana, Sumit Kumar
    Rana, Sanjeev Kumar
    Rana, Arun Kumar
    Nisar, Kashif
    Soomro, Tariq Rahim
    Nisar, Sana
    2022 14TH INTERNATIONAL CONFERENCE ON MATHEMATICS, ACTUARIAL SCIENCE, COMPUTER SCIENCE AND STATISTICS (MACS), 2022,