A Comprehensive Review of the COVID-19 Pandemic and the Role of IoT, Drones, AI, Blockchain, and 5G in Managing its Impact

Chamola, Vinay, Hassija, Vikas, Gupta, Vatsal, Guizani, Mohsen·2020·IEEE Access

DOI 10.1109/access.2020.2992341

Cited by (1,000)

Items 101–200 of 1,000

When Wireless Communication Responds to COVID-19: Combating the Pandemic and Saving the Economy
Nasir Saeed, Ahmed Bader, Tareq Y. Al-Naffouri, Mohamed‐Slim Alouini · 2020 · Frontiers in Communications and Networks
Cybersecurity in unmanned aerial vehicles (UAVs)
Bora Ly, Romny Ly · 2020 · Journal of Cyber Security Technology
Blockchains for COVID-19 Contact Tracing and Vaccine Support: A Systematic Review
Laura Ricci, Damiano Di Francesco Maesa, Alfredo Favenza, Enrico Ferro · 2021 · IEEE Access
The Impact of IoT on the Performance of Vaccine Supply Chain Distribution in the COVID-19 Context
Shashank Kumar, Rakesh Dulichand Raut, Pragati Priyadarshinee, Sachin Kumar Mangla, Usama Awan, Balkrishna Eknath Narkhede · 2022 · IEEE Transactions on Engineering Management
Offline and Online UAV-Enabled Data Collection in Time-Constrained IoT Networks
Oussama Ghdiri, Wael Jaafar, Safwan Alfattani, Jihene Ben Abderrazak, Halim Yanıkömeroğlu · 2021 · IEEE Transactions on Green Communications and Networking
Applications of emerging technologies in logistics sector for achieving circular economy goals during COVID 19 pandemic: analysis of critical success factors
Anchal Gupta, Rajesh Kumar Singh · 2021 · International Journal of Logistics Research and Applications
Mobile Edge Computing (MEC)-Enabled UAV Placement and Computation Efficiency Maximization in Disaster Scenario
Zaiba Shah, Umer Javed, Muhammad Naeem, Sherali Zeadally, Waleed Ejaz · 2023 · IEEE Transactions on Vehicular Technology
Advancing the cybersecurity of the healthcare system with self-optimising and self-adaptative artificial intelligence (part 2)
Petar Radanliev, David De Roure · 2022 · Health and Technology
Blockchain and COVID-19 pandemic: applications and challenges
Raja Wasim Ahmad, Khaled Salah, Raja Jayaraman, Ibrar Yaqoob, Samer H. Ellahham, Mohammed Omar · 2023 · Cluster Computing
Do environmental turbulence, dynamic capabilities, and artificial intelligence force SMEs to be innovative?
Mariam Hamad Al Dhaheri, Syed Zamberi Ahmad, Avraam Papastathopoulos · 2024 · Journal of Innovation & Knowledge
Can digitization mitigate the economic damage of a pandemic? Evidence from SARS
Raúl L. Katz, Juan Jung, Fernando Martin Callorda · 2020 · Telecommunications Policy
VaCoChain: Blockchain-Based 5G-Assisted UAV Vaccine Distribution Scheme for Future Pandemics
Ashwin Verma, Pronaya Bhattacharya, Mohd Zuhair, Sudeep Tanwar, Neeraj Kumar · 2021 · IEEE Journal of Biomedical and Health Informatics
Unmanned aerial systems in search and rescue: A global perspective on current challenges and future applications
Carlos Alexander Osorio Quero, José Martínez-Carranza · 2025 · International Journal of Disaster Risk Reduction
Novel Coronavirus Cough Database: NoCoCoDa
Cohen-McFarlane, Madison, Goubran, Rafik, Knoefel, Frank · 2020 · IEEE Access
Applications of Artificial Intelligence, Machine Learning, Big Data and the Internet of Things to the COVID-19 Pandemic: A Scientometric Review Using Text Mining
Ignacio Rodríguez‐Rodríguez, José‐Víctor Rodríguez, Niloofar Shirvanizadeh, Andrés Ortíz, Domingo Pardo-Quiles · 2021 · International Journal of Environmental Research and Public Health
Secure UAV-Aided Mobile Edge Computing for IoT: A Review
Emmanouel T. Michailidis, Κωνσταντίνος Μαλιάτσος, Dimitrios N. Skoutas, Demosthenes Vouyioukas, Charalabos A. Skianis · 2022 · IEEE Access
Latent DIRICHLET allocation (LDA) based information modelling on BLOCKCHAIN technology: a review of trends and research patterns used in integration
Chetan Banbarilal Sharma, Shamneesh Sharma, Sakshi Sakshi · 2022 · Multimedia Tools and Applications
Reconfigurable Intelligent Surface Aided Multi-User Communications: State-of-the-Art Techniques and Open Issues
Munyaradzi Bryn Munochiveyi, Arjun Chakravarthi Pogaku, Dinh‐Thuan Do, Anh‐Tu Le, Miroslav Vozn̆ák, Nhan Duc Nguyen · 2021 · IEEE Access
Survey of Decentralized Solutions with Mobile Devices for User Location Tracking, Proximity Detection, and Contact Tracing in the COVID-19 Era
Viktoriia Shubina, Sylvia Holcer, Michael D. Gould, Elena Simona Lohan · 2020 · Data
Bibliometric analysis of artificial intelligence in healthcare research: Trends and future directions
Renganathan Senthil, Thirunavukarasou Anand, Chaitanya Sree Somala, Konda Mani Saravanan · 2024 · Future Healthcare Journal
Digital security by design
Petar Radanliev · 2024 · Security Journal
Blockchain technologies to mitigate COVID-19 challenges: A scoping review
Alaa Ali Abd-Alrazaq, Mohannad Alajlani, Dari Alhuwail, Aiman Erbad, Anna Giannicchi, Zubair Shah, Mounir Hamdi, Mowafa Said Househ · 2020 · Computer Methods and Programs in Biomedicine Update
Will customers adopt last-mile drone delivery services? An analysis of drone delivery in the emerging market economy
Charlie Chen, Steve M. Leon, Peter Ractham · 2022 · Cogent Business & Management
A Review Study of the Blockchain-Based Healthcare Supply Chain
Jayendra S. Jadhav, Jyoti Deshmukh · 2022 · Social Sciences & Humanities Open
A Comprehensive Overview of the COVID-19 Literature: Machine Learning–Based Bibliometric Analysis
Alaa Ali Abd-Alrazaq, Jens Schneider, Borbála Mifsud, Tanvir Alam, Mowafa Said Househ, Mounir Hamdi, Zubair Shah · 2020 · Journal of Medical Internet Research
Fighting COVID-19 and Future Pandemics With the Internet of Things: Security and Privacy Perspectives
Mohamed Amine Ferrag, Lei Shu, Kim‐Kwang Raymond Choo · 2021 · IEEE/CAA Journal of Automatica Sinica
Enhancing Traceability of Infectious Diseases: A Blockchain-Based Approach
Peng Zhu, Jian Guo Hu, Yue Zhang, Xiaotong Li · 2021 · Information Processing & Management
IoT Technologies during and Beyond COVID-19: A Comprehensive Review
Mohamed Yousif, Chaminda T. E. R. Hewage, Liqaa F. Nawaf · 2021 · Future Internet
Blockchain in humanitarian operations management: A review of research and practice
Kyle Hunt, Adithya Narayanan Lakshmi Narayanan, Jun Zhuang · 2021 · Socio-Economic Planning Sciences
Interference Challenges and Management in B5G Network Design: A Comprehensive Review
Osamah Thamer Hassan Alzubaidi, MHD Nour Hindia, Kaharudin Dimyati, Kamarul Ariffin Noordin, Amelia Natasya Abdul Wahab, Faizan Qamar, Rosilah Binti Hassan · 2022 · Electronics
A PUF and Fuzzy Extractor-Based UAV-Ground Station and UAV-UAV Authentication Mechanism With Intelligent Adaptation of Secure Sessions
Raja Karmakar, Georges Kaddoum, Ouassima Akhrif · 2023 · IEEE Transactions on Mobile Computing
A Survey on Applications of Unmanned Aerial Vehicles Using Machine Learning
Karolayne Batista Teixeira, Geovane Miguel, Hugerles S. Silva, Francisco Madeiro · 2023 · IEEE Access
The impact of the COVID-19 pandemic on current tertiary aviation education and future careers: Students’ perspective
Peter Miani, Tarryn L. Kille, Seung-Yong Lee, Yahua Zhang, Paul Raymond Bates · 2021 · Journal of Air Transport Management
Confluence of Blockchain and Artificial Intelligence Technologies for Secure and Scalable Healthcare Solutions: A Review
Siva Sai, Vinay Chamola, Kim‐Kwang Raymond Choo, Biplab Sikdar, Joel J. P. C. Rodrigues · 2022 · IEEE Internet of Things Journal
5G technology for healthcare: Features, serviceable pillars, and applications
Mohd Javaid, Abid Haleem, Ravi Pratap Singh, Rajiv Suman · 2023 · Intelligent Pharmacy
Unleashing the Potential of Blockchain and Machine Learning: Insights and Emerging Trends From Bibliometric Analysis
Nouhaila El Akrami, Mohamed Hanine, Emmanuel Soriano Flores, Daniel Gavilanes Aray, Imran Ashraf · 2023 · IEEE Access
Privacy-preserving contact tracing in 5G-integrated and blockchain-based medical applications
Can Zhang, Chang Liang Xu, Kashif Sharif, Liehuang Zhu · 2021 · Computer Standards & Interfaces
Body Temperature—Indoor Condition Monitor and Activity Recognition by MEMS Accelerometer Based on IoT-Alert System for People in Quarantine Due to COVID-19
Minh Long Hoang, Marco Carratù, Vincenzo Paciello, Antonio Pietrosanto · 2021 · Sensors
Investigation on vulnerabilities, threats and attacks prohibiting UAVs charging and depleting UAVs batteries: Assessments & countermeasures
Fadhila Tlili, Lamia Chaari Fourati, Samiha Ayed, Bassem Ouni · 2022 · Ad Hoc Networks
Blockchain for unmanned underwater drones: Research issues, challenges, trends and future directions
Adarsh Kumar, Neelu Jyothi Ahuja, Monika Thapliyal, Sarthika Dutt, Tanesh Kumar, Diego Augusto de Jesús Pacheco, Charalambos Konstantinou, Kim‐Kwang Raymond Choo · 2023 · Journal of Network and Computer Applications
Revolutionizing Healthcare: How Machine Learning is Transforming Patient Diagnoses - a Comprehensive Review of AI's Impact on Medical Diagnosis
Ahmad Yousaf Gill, Ayesha Saeed, Saad Rasool, Ali Husnain, Hafiz Khawar Hussain · 2023 · Journal Of World Science
Dual-Source Detection and Identification System Based on UAV Radio Frequency Signal
Yuelei Xie, Ping Jiang, Yi Gu, Xiao Xiao · 2021 · IEEE Transactions on Instrumentation and Measurement
Clinical and Laboratory Approach to Diagnose COVID-19 Using Machine Learning
Krishnaraj Chadaga, Chinmay Chakraborty, Srikanth Prabhu, Shashikiran Umakanth, Vivekananda Bhat K, Niranjana Sampathila · 2022 · Interdisciplinary Sciences Computational Life Sciences
Herbicide spraying and weed identification using drone technology in modern farms: A comprehensive review
Srija Meesaragandla, Megha P. Jagtap, Narendra Khatri, Hakka Madan, Aditya Abhiram Vadduri · 2024 · Results in Engineering
Sensing Technologies for Crowd Management, Adaptation, and Information Dissemination in Public Transportation Systems: A Review
Darsena, Donatella, Gelli, Giacinto, Iudice, Ivan, Verde, Francesco · 2023 · IEEE Sensors Journal
Role of Wireless Communication in Healthcare System to Cater Disaster Situations Under 6G Vision
Muhammad Bilal Janjua, Ahmet Enes Duranay, Hüseyin Arslan · 2020 · Frontiers in Communications and Networks
The Role of Internet of Things to Control the Outbreak of COVID-19 Pandemic
Aniello Castiglione, Muhammad Umer, Saima Sadiq, Mohammad S. Obaidat, Pandi Vijayakumar · 2021 · IEEE Internet of Things Journal
Enabling Artificial Intelligence for Genome Sequence Analysis of COVID-19 and Alike Viruses
Imran Ahmed, Gwanggil Jeon · 2021 · Interdisciplinary Sciences Computational Life Sciences
IoT-to-the-Rescue: A Survey of IoT Solutions for COVID-19-Like Pandemics
Nidhi Pathak, Pallav Kumar Deb, Anandarup Mukherjee, Sudip Misra · 2021 · IEEE Internet of Things Journal
Coordinated routing system for fire detection by patrolling trucks with drones
Maryam Momeni, Hamed Soleimani, Shahrooz Shahparvari, Behrouz Afshar-Nadjafi · 2022 · International Journal of Disaster Risk Reduction
Blockchain-Enabled Edge Intelligence for IoT: Background, Emerging Trends and Open Issues
Yao Du, Zehua Wang, Victor C. M. Leung · 2021 · Future Internet
Artificial Intelligence and COVID-19: A Systematic umbrella review and roads ahead
Amina Adadi, Mohammed Lahmer, Samia Nasiri · 2021 · Journal of King Saud University - Computer and Information Sciences
A Comprehensive Study of Artificial Intelligence and Machine Learning Approaches in Confronting the Coronavirus (COVID-19) Pandemic
Md. Mijanur Rahman, Fatema Khatun, Ashik Uzzaman, Sadia Islam Sami, Md. Al-Amin Bhuiyan, Tiong Sieh Kiong · 2021 · International Journal of Health Services
The Role of Artificial Intelligence Driven 5G Networks in COVID-19 Outbreak: Opportunities, Challenges, and Future Outlook
Attai Ibrahim Abubakar, Kenechi G. Omeke, Metin Öztürk, Sajjad Hussain, Muhammad Ali Imran · 2020 · Frontiers in Communications and Networks
Blockchain: A potential technology to improve the performance of collaborative emergency management with multi-agent participation
Yanqing Wang, Hong Chen · 2022 · International Journal of Disaster Risk Reduction
COVID-19 pandemic and the cyberthreat landscape: Research challenges and opportunities
Heba Saleous, Muhusina Ismail, Saleh H. AlDaajeh, Nisha Thorakkattu Madathil, Saed Alrabaee, Kim‐Kwang Raymond Choo, Nabeel A. Y. Al-Qirim · 2022 · Digital Communications and Networks
IoT-enabled technologies for controlling COVID-19 Spread: A scientometric analysis using CiteSpace
Dheeraj Kumar, Sandeep K. Sood, Keshav Singh Rawat · 2023 · Internet of Things
Emerging Technologies for COVID‐19
Rohit Anand, Nidhi Sindhwani, Avinash Saini, Shubham · 2021
Mindful Application of Digitalization for Sustainable Development: The Digitainability Assessment Framework
Shivam Gupta, Jakob Rhyner · 2022 · Sustainability
Efficient Monitoring and Contact Tracing for COVID-19: A Smart IoT-Based Framework
Abhishek Roy, Farooque Hassan Kumbhar, Harpreet S. Dhillon, Navrati Saxena, Soo Young Shin, Sukhdeep Singh · 2020 · IEEE Internet of Things Magazine
Moving toward smart biomedical sensing
Tina Naghdi, Sina Ardalan, Zeinab Asghari Adib, Amir Reza Sharifi, Hamed Golmohammadi · 2022 · Biosensors and Bioelectronics
Sanitization During and After COVID-19 Pandemic: A Short Review
Majid Hassan Khan, Harekrishna Yadav · 2020 · Transactions of Indian National Academy of Engineering
Robust Task Scheduling for Heterogeneous Robot Teams Under Capability Uncertainty
Bo Fu, William Smith, Denise M. Rizzo, Matthew P. Castanier, Maani Ghaffari, Kira L. Barton · 2022 · IEEE Transactions on Robotics
Blockchain-Based Secure and Efficient Secret Image Sharing With Outsourcing Computation in Wireless Networks
Zhili Zhou, Yao Wan, Qi Cui, Keping Yu, Shahid Mumtaz, Ching‐Nung Yang, Mohsen Guizani · 2023 · IEEE Transactions on Wireless Communications
RF-based low-SNR classification of UAVs using convolutional neural networks
Ender Öztürk, Fatih Erden, İsmail Güvenç · 2021 · ITU Journal on Future and Evolving Technologies
PARRoT: Predictive Ad-hoc Routing Fueled by Reinforcement Learning and Trajectory Knowledge
Benjamin Sliwa, Cedrik Schüler, Manuel Patchou, Christian Wietfeld · 2021 · IEEE Vehicular Technology Conference
Intelligent Internet of Things and Advanced Machine Learning Techniques for COVID-19
Chinmay Chakraborty, Arij Naser Abougreen · 2021 · EAI Endorsed Transactions on Pervasive Health and Technology
Implementing blockchain in information systems: a review
Yang Lu · 2021 · Enterprise Information Systems
Does the end justify the means?Information systems and control society in the age of pandemics
Aurélie Leclercq‐Vandelannoitte, Jeremy Aroles · 2020 · European Journal of Information Systems
Sociological modeling of smart city with the implementation of UN sustainable development goals
O. Kolesnichenko, L. Mazelis, A. Sotnik, D. Yakovleva, S. Amelkin, I. Grigorevsky, Yuriy Kolesnichenko · 2020 · Sustainability Science
Protocol Wireless Medical Sensor Networks in IoT for the Efficiency of Healthcare
El Miloud Ar-Reyouchi, Kamal Ghoumid, Doha Ar-Reyouchi, Salma Rattal, Réda Yahiaoui, Omar Elmazria · 2021 · IEEE Internet of Things Journal
Diagnosing COVID-19 using artificial intelligence: a comprehensive review
Varada Vivek Khanna, Krishnaraj Chadaga, Niranjana Sampathila, Srikanth Prabhu, Rajagopala Chadaga, Shashikiran Umakanth · 2022 · Network Modeling Analysis in Health Informatics and Bioinformatics
Exploring the applications and security threats of Internet of Thing in the cloud computing paradigm: A comprehensive study on the cloud of things
Anindya Nag, Md. Mehedi Hassan, Ayontika Das, Anurag Sinha, Nisarga Chand, Anwesha Kar, Vandana Sharma, Ahmed Hussein Alkhayyat · 2023 · Transactions on Emerging Telecommunications Technologies
IoT convergence with machine learning & blockchain: A review
Elham Fazel, Mahmoud Zahedian Nezhad, Javad Rezazadeh, Marjan Moradi, John Ayoade · 2024 · Internet of Things
Let’s Trade in the Future! A Futures-Enabled Fast Resource Trading Mechanism in Edge Computing-Assisted UAV Networks
Minghui Liwang, Zhibin Gao, Xianbin Wang · 2021 · IEEE Journal on Selected Areas in Communications
The role of contemporary digital tools and technologies in COVID‐19 crisis: An exploratory analysis
Malliga Subramanian, Shanmuga Vadivel Kogilavani, Wesam Atef Hatamleh, Abeer Ali Alnuaim, Mohamed Abdelhady, Sathishkumar Veerappampalayam Easwaramoorthy · 2021 · Expert Systems
The evolving roles and impacts of 5G enabled technologies in healthcare: The world epidemic COVID-19 issues
Md. Mijanur Rahman, Fatema Khatun, Sadia Islam Sami, Ashik Uzzaman · 2022 · Array
The Integration of the Internet of Things (IoT) Applications into 5G Networks: A Review and Analysis
Aymen I. Zreikat, Zakwan Al-Arnaout, Ahmad Abadleh, Ersin Elbasi Α, Nour Mostafa · 2025 · Computers
The Use of Digital Tools to Mitigate the COVID-19 Pandemic: Comparative Retrospective Study of Six Countries
Kylie Zeng, Stephanie Bernardo, Weldon E Havins · 2020 · JMIR Public Health and Surveillance
An IoT-enabled smart health care system for screening of COVID-19 with multi layers features fusion and selection
Imran Ahmed, Gwanggil Jeon, Abdellah Chehri · 2022 · Computing
AI and Blockchain for Healthcare Data Security in Smart Cities
Rajawat, Anand Singh, Bedi, Pradeep, Goyal, S. B., Shaw, Rabindra Nath, Ghosh, Ankush, Aggarwal, Sambhav · 2022 · Studies in Computational Intelligence
Decision and feature level fusion of deep features extracted from public COVID-19 data-sets
Hamza Osman İlhan, Görkem Serbes, Nizamettin Aydın · 2021 · Applied Intelligence
AI and IoT Solutions for Tackling COVID-19 Pandemic
Awishkar Ghimire, Surendrabikram Thapa, Avinash Kumar Jha, Amit Kumar, Arunish Kumar, Surabhi Adhikari · 2020 · International Conference on Electronics, Communication and Aerospace Technology (ICECA)
Leveraging Blockchain Technology for Indian Healthcare system: An assessment using value-focused thinking approach
Rashmi G. Shukla, Anuja Agarwal, Vidhu Shekhar · 2021 · The Journal of High Technology Management Research
Diagnosis of COVID-19 and non-COVID-19 patients by classifying only a single cough sound
Mesut Melek · 2021 · Neural Computing and Applications
Designing two-level rescue depot location and dynamic rescue policies for unmanned vehicles
Xian Qiong Zhao, Zuheng Lv, Qingan Qiu, Yaguang Wu · 2023 · Reliability Engineering & System Safety
AI-Inspired Non-Terrestrial Networks for IIoT: Review on Enabling Technologies and Applications
Emmanouel T. Michailidis, Stelios M. Potirakis, Αthanasios G. Kanatas · 2020 · IoT
Supportive 5G Infrastructure Policies are Essential for Universal 6G: Assessment Using an Open-Source Techno-Economic Simulation Model Utilizing Remote Sensing
Edward J. Oughton, Ashutosh Jha · 2021 · IEEE Access
The applicability of blockchain technology in healthcare contexts to contain COVID-19 challenges
Mohammad Raihanul Hasan, Shiming Deng, Neegar Sultana, Muhammed Zakir Hossain · 2021 · Library Hi Tech
Artificial intelligence for COVID-19: battling the pandemic with computational intelligence
Zhenxing Xu, Chang Su, Yunyu Xiao, Fei Wang · 2021 · Intelligent Medicine
Developing Smart COVID-19 Social Distancing Surveillance Drone using YOLO Implemented in Robot Operating System simulation environment
Pray Somaldo, Faizal Adila Ferdiansyah, Grafika Jati, Wisnu Jatmiko · 2020 · IEEE Region Humanitarian Technology Conference
Framework for determining the suitability of blockchain: Criteria and issues to consider
Vikas Hassija, Sherali Zeadally, Ishan Jain, Aman Tahiliani, Vinay Chamola, Shashank Rai Gupta · 2021 · Transactions on Emerging Telecommunications Technologies
COVID-19: Challenges and its Technological Solutions using IoT
Farhana Ajaz, Mohd Naseem, Sparsh Sharma, Mohammad Shabaz, Gaurav Dhiman · 2021 · Current Medical Imaging Formerly Current Medical Imaging Reviews
COVID-19 Isolation Monitoring System
K. Reddy Madhavi, Y. Vijaya Sambhavi, Malla Sudhakara, K. Srujan Raju · 2021 · Lecture notes on data engineering and communications technologies
Can blockchain link the future?
Liang Qiao, Shuping Dang, Basem Shihada, Mohamed‐Slim Alouini, Robert Marek Nowak, Zhihan Lv · 2021 · Digital Communications and Networks
On the Implementation of the Artificial Neural Network Approach for Forecasting Different Healthcare Events
Huda M. Alshanbari, Hasnain Iftikhar, Faridoon Khan, Moeeba Rind, Zubair Ahmad, Abd Al-Aziz Hosni El-Bagoury · 2023 · Diagnostics
Internet of Things-Based Healthcare Systems: An Overview of Privacy-Preserving Mechanisms
Reem A. Nabha, Anis Laouiti, Abed Ellatif Samhat · 2025 · Applied Sciences
Permissioned Blockchain and Deep Reinforcement Learning Enabled Security and Energy Efficient Healthcare Internet of Things
Long Liu, Zhichao Li · 2022 · IEEE Access
Overview of Technologies Implemented During the First Wave of the COVID-19 Pandemic: Scoping Review
Abd-Alrazaq, Alaa, Hassan, Asmaa, Abuelezz, Israa, Ahmed, Arfan, Alzubaidi, Mahmood Saleh, Shah, Uzair, Alhuwail, Dari, Giannicchi, Anna, Househ, Mowafa · 2021 · Journal of Medical Internet Research
Digitalization and Artificial Intelligence in Migration and Mobility: Transnational Implications of the COVID-19 Pandemic
Marie McAuliffe, Jenna Blower, Ana Beduschi · 2021 · Societies