Towards fog-driven IoT eHealth: Promises and challenges of loT in medicine and healthcare

被引:462
|
作者
Farahani, Bahar [1 ]
Firouzi, Farshad [2 ]
Chang, Victor [3 ]
Badaroglu, Mustafa [4 ]
Constant, Nicholas [5 ]
Mankodiya, Kunal [5 ]
机构
[1] Univ Tehran, Sch Elect & Comp Engn, Tehran, Iran
[2] Katholieke Univ Leuven, Dept Elect & Comp Engn, Leuven, Belgium
[3] Xian Jiaotong Liverpool Univ, Int Business Sch Suzhou, Informat Management & Informat Syst, Suzhou, Peoples R China
[4] Qualcomm Technol, San Diego, CA USA
[5] Univ Rhode Isl, Dept Elect Comp & Biomed Engn, Kingston, RI 02881 USA
基金
美国国家科学基金会;
关键词
Internet of Things; eHealth; Fog Computing; Big data; DEEP BRAIN-STIMULATION; BIG DATA; MEDICATION ADHERENCE; ATRIAL-FIBRILLATION; INTERNET; SYSTEM; SENSOR; SECURITY; THINGS; MANAGEMENT;
D O I
10.1016/j.future.2017.04.036
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Internet of Things (loT) offers a seamless platform to connect people and objects to one another for enriching and making our lives easier. This vision carries us from compute-based centralized schemes to a more distributed environment offering a vast amount of applications such as smart wearables, smart home, smart mobility, and smart cities. In this paper we discuss applicability of loT in healthcare and medicine by presenting a holistic architecture of loT eHealth ecosystem. Healthcare is becoming increasingly difficult to manage due to insufficient and less effective healthcare services to meet the increasing demands of rising aging population with chronic diseases. We propose that this requires a transition from the clinic-centric treatment to patient-centric healthcare where each agent such as hospital, patient, and services are seamlessly connected to each other. This patient-centric IoT eHealth ecosystem needs a multi-layer architecture: (1) device, (2) fog computing and (3) cloud to empower handling of complex data in terms of its variety, speed, and latency. This fog-driven loT architecture is followed by various case examples of services and applications that are implemented on those layers. Those examples range from mobile health, assisted living, e-medicine, implants, early warning systems, to population monitoring in smart cities. We then finally address the challenges of IoT eHealth such as data management, scalability, regulations, interoperability, device-network-human interfaces, security, and privacy. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:659 / 676
页数:18
相关论文
共 29 条
  • [1] Towards Fog Driven IoT Healthcare: Challenges and Framework of Fog Computing in Healthcare
    Al-khafajiy, Mohammed
    Webster, Lee
    Baker, Thar
    Waraich, Atif
    [J]. ICFNDS'18: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON FUTURE NETWORKS AND DISTRIBUTED SYSTEMS, 2018,
  • [2] Authenticated key agreement scheme for fog-driven IoT healthcare system
    Jia, Xiaoying
    He, Debiao
    Kumar, Neeraj
    Choo, Kim-Kwang Raymond
    [J]. WIRELESS NETWORKS, 2019, 25 (08) : 4737 - 4750
  • [3] Authenticated key agreement scheme for fog-driven IoT healthcare system
    Xiaoying Jia
    Debiao He
    Neeraj Kumar
    Kim-Kwang Raymond Choo
    [J]. Wireless Networks, 2019, 25 : 4737 - 4750
  • [4] Improved Authenticated Key Agreement Scheme for Fog-Driven IoT Healthcare System
    Wu, Tsu-Yang
    Wang, Tao
    Lee, Yu-Qi
    Zheng, Weimin
    Kumari, Saru
    Kumar, Sachin
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2021, 2021
  • [5] Towards a Provably Secure Authentication Protocol for Fog-Driven IoT-Based Systems
    Rana, Minahil
    Mahmood, Khalid
    Saleem, Muhammad Asad
    Al-Turjman, Fadi
    Kolhar, Manjur Sayyadbadasha
    Altrjman, Chadi
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (03):
  • [6] A Systematic Survey on Fog and IoT Driven Healthcare: Open Challenges and Research Issues
    Kashyap, Vijaita
    Kumar, Ashok
    Kumar, Ajay
    Hu, Yu-Chen
    [J]. ELECTRONICS, 2022, 11 (17)
  • [7] Keynote Paper: From EDA to IoT eHealth: Promises, Challenges, and Solutions
    Firouzi, Farshad
    Farahani, Bahar
    Ibrahim, Mohamed
    Chakrabarty, Krishnendu
    [J]. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2018, 37 (12) : 2965 - 2978
  • [8] A fog-driven IoT e-Health framework to monitor and control Asthma Exacerbation
    Maach, Anas
    El Alami, Jamila
    El Mazoudi, El Houssine
    [J]. 2019 INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND MOBILE COMMUNICATIONS (WINCOM), 2019, : 182 - 187
  • [9] LAAKA: Lightweight Anonymous Authentication and Key Agreement Scheme for Secure Fog-Driven IoT Systems
    Ali, Hala
    Ahmed, Irfan
    [J]. COMPUTERS & SECURITY, 2024, 140
  • [10] Towards collaborative intelligent IoT eHealth: From device to fog, and cloud
    Farahani, Bahar
    Barzegari, Mojtaba
    Aliee, Fereidoon Shams
    Shaik, Khaja Ahmad
    [J]. MICROPROCESSORS AND MICROSYSTEMS, 2020, 72