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A Comprehensive Review of the COVID-19 Pandemic and the Role of IoT, Drones, AI, Blockchain, and 5G in Managing its Impact
Open accessAbstract
The unprecedented outbreak of the 2019 novel coronavirus, termed as COVID-19 by the World Health Organization (WHO), has placed numerous governments around the world in a precarious position. The impact of the COVID-19 outbreak, earlier witnessed by the citizens of China alone, has now become a matter of grave concern for virtually every country in the world. The scarcity of resources to endure the COVID-19 outbreak combined with the fear of overburdened healthcare systems has forced a majority of these countries into a state of partial or complete lockdown. The number of laboratory-confirmed coronavirus cases has been increasing at an alarming rate throughout the world, with reportedly more than 3 million confirmed cases as of 30 April 2020. Adding to these woes, numerous false reports, misinformation, and unsolicited fears in regards to coronavirus, are being circulated regularly since the outbreak of the COVID-19. In response to such acts, we draw on various reliable sources to present a detailed review of all the major aspects associated with the COVID-19 pandemic. In addition to the direct health implications associated with the outbreak of COVID-19, this study highlights its impact on the global economy. In drawing things to a close, we explore the use of technologies such as the Internet of Things (IoT), Unmanned Aerial Vehicles (UAVs), blockchain, Artificial Intelligence (AI), and 5G, among others, to help mitigate the impact of COVID-19 outbreak.
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“In nature, the essence of the COVID-19 pandemic itself is distributed [293].”
From A survey on the adoption of blockchain in IoT: challenges and solutions (2021) · cites this paper as [293]
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“Blockchain and AI are able to provide viable solutions to cope with the coronavirus epidemic from various aspects (Chamola et al. 2020).”
From Blockchain and Artificial Intelligence Technology in E-Health (2021) · cites this paper as Chamola et al. 2020
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Detection of SARS-CoV-2 using dielectric modulated TFET-based biosensor
Wangkheirakpam, V. D., Bhowmick, B., & Pukhrambam, P. D. (2022) · Journal of Materials Science Materials in Electronics · doi:10.1007/s10854-022-08020-3 · Cited by 32
A Systematic Review of Non-Contact Sensing for Developing a Platform to Contain COVID-19
Khan, M. B., Zhang, Z., Li, L., Zhao, W. Z., Hababi, M. A. M. A., Yang, X., & Abbasi, Q. H. (2020) · Micromachines · doi:10.3390/mi11100912 · Cited by 30
BloCoV6: A blockchain-based 6G-assisted UAV contact tracing scheme for COVID-19 pandemic
Zuhair, M., Patel, F., Navapara, D., Bhattacharya, P., & Saraswat, D. (2021) · International Conference on Intelligent Engineering and Management (ICIEM) · doi:10.1109/iciem51511.2021.9445332 · Cited by 31
Zarghami, S. A. (2021) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2021.102496 · Cited by 32
Challenges of Malware Detection in the IoT and a Review of Artificial Immune System Approaches
Alrubayyi, H., Goteng, G. L., Jaber, M., & Kelly, J. (2021) · Journal of Sensor and Actuator Networks · doi:10.3390/jsan10040061 · Cited by 31
Toward smart diagnosis of pandemic infectious diseases using wastewater-based epidemiology
Mahmoudi, T., Naghdi, T., Morales‐Narváez, E., & Golmohammadi, H. (2022) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2022.116635 · Cited by 33
Khan, I. U., Hassan, M. A., Alshehri, M. D., Ikram, M. A., Alyamani, H. J., Alturki, R., & Hoang, V. T. (2021) · Journal of Healthcare Engineering · doi:10.1155/2021/1686946 · Cited by 30
RetractedBai, C., Zhu, Q., & Sarkis, J. (2024) · Omega · doi:10.1016/j.omega.2024.103049 · Cited by 30
Survey of Indoor Localization Based on Deep Learning
Kordi, K. A., Roslee, M., Alias, M. Y., Alhammadi, A., Waseem, A., & Osman, A. F. (2024) · Computers, materials & continua/Computers, materials & continua (Print) · doi:10.32604/cmc.2024.044890 · Cited by 30
IoT Based COVID Preventive System for Work Environment
Baskaran, K., Baskaran, P., Rajaram, V., & Kumaratharan, N. (2020) · International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) · doi:10.1109/i-smac49090.2020.9243471 · Cited by 30
Karthik, R., Menaka, R., Hariharan, M., & Kathiresan, G. S. (2021) · IRBM · doi:10.1016/j.irbm.2021.07.002 · Cited by 30
Battling COVID-19 using machine learning: A review
Chadaga, K., Prabhu, S., Vivekananda Bhat, K., Niranjana, S., & Umakanth, S. (2021) · Cogent Engineering · doi:10.1080/23311916.2021.1958666 · Cited by 30
A Systematic Review of the Adoption of Blockchain for Supply Chain Processes
Buthelezi, B. E., Ndayizigamiye, P., Twinomurinzi, H., & Dube, S. M. (2022) · Journal of Global Information Management · doi:10.4018/jgim.297625 · Cited by 33
Provably Secure Session Key Agreement Protocol for Unmanned Aerial Vehicles Packet Exchanges
Nyangaresi, V. O., Ibrahim, A., Abduljabbar, Z. A., Hussain, M. A., Sibahee, M. A. A., Hussien, Z. A., & Ghrabat, M. J. J. (2021) · International Conference on Electrical, Computer and Energy Technologies (ICECET) · doi:10.1109/icecet52533.2021.9698744 · Cited by 30
Unmanned aerial vehicle implementation for pavement condition survey
Astor, Y., Nabesima, Y., Utami, R., Sihombing, A. V. R., Adli, M. I., & Firdaus, M. R. (2023) · Transportation Engineering · doi:10.1016/j.treng.2023.100168 · Cited by 30
Pandemic Management for Diseases Similar to COVID-19 Using Deep Learning and 5G Communications
Muhammad, G., Alqahtani, S., & Alelaiwi, A. (2021) · IEEE Network · doi:10.1109/mnet.011.2000739 · Cited by 29
Applications of cognitive internet of medical things in modern healthcare
Jabbar, M. A., Shandilya, S. K., Kumar, A., & Shandilya, S. (2022) · Computers & Electrical Engineering · doi:10.1016/j.compeleceng.2022.108276 · Cited by 29
Sylverken, A. A., Owusu, M., Agbavor, B., Kwarteng, A., Ayisi‐Boateng, N. K., Tawiah, P. O., El‐Duah, P., Yeboah, R., Aryeetey, S. N. A., Asamoah, J. A., et al. (2022) · PLoS ONE · doi:10.1371/journal.pone.0277057 · Cited by 29
Convergence model of AI and IoT for virus disease control system
Sim, S.-H., & Cho, M.-G. (2021) · Personal and Ubiquitous Computing · doi:10.1007/s00779-021-01577-6 · Cited by 28
COVID-19 Pandemic Prediction and Forecasting Using Machine Learning Classifiers
Sultana, J., Singha, A. K., Siddiqui, S. T., Nagalaxmi, G., Sriram, A. K., & Pathak, N. (2021) · Intelligent Automation & Soft Computing · doi:10.32604/iasc.2022.021507 · Cited by 28
Research on UWB Indoor Positioning Algorithm under the Influence of Human Occlusion and Spatial NLOS
Zhang, H., Wang, Q., Yan, C., Xu, J., & Zhang, B. (2022) · Remote Sensing · doi:10.3390/rs14246338 · Cited by 28
Guarrasi, V., & Soda, P. (2023) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2023.106625 · Cited by 29
Tukur, M., Saad, G., Alshagathrh, F. M., Househ, M. S., & Agus, M. (2023) · BMJ Health & Care Informatics · doi:10.1136/bmjhci-2022-100676 · Cited by 31
Scientometric analysis of ICT-assisted intelligent control systems response to COVID-19 pandemic
Sood, S. K., Rawat, K. S., & Kumar, D. (2023) · Neural Computing and Applications · doi:10.1007/s00521-023-08788-3 · Cited by 28
IoT-Based Healthcare Monitoring Using Blockchain
Vahdati, M., HamlAbadi, K. G., & Saghiri, A. M. (2020) · Studies in big data · doi:10.1007/978-981-15-9547-9_6 · Cited by 28
Review on Emerging Internet of Things Technologies to Fight the COVID-19
Manavi, S. Y., Nekkanti, V., Choudhary, R. S., & Jayapandian, N. (2020) · International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN) · doi:10.1109/icrcicn50933.2020.9296161 · Cited by 27
Xing, Y., Li, Y., & Wang, F. (2021) · Aslib Journal of Information Management · doi:10.1108/ajim-07-2020-0216 · Cited by 27
IMPERSONAL: An IoT-Aided Computer Vision Framework for Social Distancing for Health Safety
Giuliano, R., Innocenti, E., Mazzenga, F., Vegni, A. M., & Vizzarri, A. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3097590 · Cited by 27
Meghla, T. I., Rahman, M. M., Biswas, A. A., Hossain, J. T., & Khatun, T. (2021) · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · doi:10.1109/icccnt51525.2021.9580006 · Cited by 27
Prospective RFID Sensors for the IoT Healthcare System
Xiang, J., Zhao, A., Tian, G. Y., Woo, W. L., Liu, L., & Li, H. (2022) · Journal of Sensors · doi:10.1155/2022/8787275 · Cited by 27
Piaggio, D., Zarro, M., Pagliara, S. M., Andellini, M., Almuhini, A., Maccaro, A., & Pecchia, L. (2023) · American Journal of Infection Control · doi:10.1016/j.ajic.2023.03.005 · Cited by 33
Connecting Internet of Drones and Urban Computing: Methods, protocols and applications
Bine, L. M. S., Boukerche, A., Ruiz, L. B., & Loureiro, A. A. F. (2023) · Computer Networks · doi:10.1016/j.comnet.2023.110136 · Cited by 26
Humans and Robots: A Mutually Inclusive Relationship in a Contagious World
Gupta, A. K., Singh, A., Bharadwaj, D., & Mondal, A. K. (2021) · Machine Intelligence Research · doi:10.1007/s11633-020-1266-8 · Cited by 26
Face mask detection for covid_19 pandemic using pytorch in deep learning
Sen, S., & Sawant, K. (2021) · IOP Conference Series Materials Science and Engineering · doi:10.1088/1757-899x/1070/1/012061 · Cited by 26
Role of technology in COVID-19 pandemic
Saher, R., & Anjum, M. (2021) · Elsevier eBooks · doi:10.1016/b978-0-323-90959-4.00005-5 · Cited by 26
The prospective of Artificial Intelligence in COVID-19 Pandemic
Swayamsiddha, S., Kumar, P., Shaw, D., & Mohanty, C. (2021) · Health and Technology · doi:10.1007/s12553-021-00601-2 · Cited by 27
YILMAZ, F., Mete, A. H., TÜRKÖN, B. F., & İNCE, Ö. (2022) · Eurasian Journal of Health Technology Assessment · doi:10.52148/ehta.1082705 · Cited by 29
A management method of chronic diseases in the elderly based on IoT security environment
Qin, Y., Li, X., Wu, J., & Yu, K. (2022) · Computers & Electrical Engineering · doi:10.1016/j.compeleceng.2022.108188 · Cited by 27
SanJeeVni: Secure UAV-Envisioned Massive Vaccine Distribution for COVID-19 Underlying 6G Network
Verma, A., Bhattacharya, P., Saraswat, D., Tanwar, S., Kumar, N., & Sharma, R. (2022) · IEEE Sensors Journal · doi:10.1109/jsen.2022.3188929 · Cited by 27
Alotaibi, Y. A., & Subahi, A. F. (2021) · Business Process Management Journal · doi:10.1108/bpmj-09-2020-0414 · Cited by 25
Khadam, U., Davidsson, P., & Spalazzese, R. (2024) · Sensors · doi:10.3390/s24206511 · Cited by 36
Khodaie, A., & Heidarzadeh, H. (2024) · Scientific Reports · doi:10.1038/s41598-024-77336-3 · Cited by 25
UAS (drone) in Response to Coronavirus
Kramar, V. (2020) · Conference of Open Innovations Association (FRUCT) · doi:10.23919/fruct49677.2020.9211075 · Cited by 25
A Generalized Mechanistic Model for Assessing and Forecasting the Spread of the COVID-19 Pandemic
Friji, H., Hamadi, R., Ghazzai, H., Besbes, H., & Massoud, Y. (2021) · IEEE Access · doi:10.1109/access.2021.3051929 · Cited by 25
A Novel Ensemble-based Classifier for Detecting the COVID-19 Disease for Infected Patients
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Leveraging Urban Computing with the Internet of Drones
Bine, L. M. S., Boukerche, A., Ruiz, L. B., & Loureiro, A. A. F. (2022) · IEEE Internet of Things Magazine · doi:10.1109/iotm.003.2100091 · Cited by 25
COVID-19 Detector Using Deep Learning
Shaik, M. A., Koppula, S. K., Mohammed, R., & Preethi, B. S. (2022) · International Conference on Applied Artificial Intelligence and Computing (ICAAIC) · doi:10.1109/icaaic53929.2022.9792694 · Cited by 25
MAC-Based Symmetric Key Protocol for Secure Traffic Forwarding in Drones
Abduljabbar, Z. A., Nyangaresi, V. O., Ma, J., Sibahee, M. A. A., Khalefa, M. S., & Honi, D. G. (2022) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-031-15101-9_2 · Cited by 25
IoMT-Based Healthcare Systems: A Review
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Navarrete, W. S. E., Fiallos, G. P. G., Betancourt, C. C., & Sánchez, I. (2020) · IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) · doi:10.1109/iemcon51383.2020.9284846 · Cited by 24
Vision-based Approach for Automated Social Distance Violators Detection
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Yue, G., Tailai, G., & Dān, W. (2021) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2021.120889 · Cited by 24
Ding, W., Nayak, J., Swapnarekha, H., Abraham, A., Naik, B., & Pelusi, D. (2021) · Neurocomputing · doi:10.1016/j.neucom.2021.06.024 · Cited by 24
RETRACTED ARTICLE: Blockchain for COVID-19: a comprehensive review
Shah, H., Shah, M. H., Tanwar, S., & Kumar, N. (2021) · Personal and Ubiquitous Computing · doi:10.1007/s00779-021-01610-8 · Cited by 26
RetractedPillai, S. V., & Kumar, R. S. (2021) · DECISION · doi:10.1007/s40622-021-00289-3 · Cited by 27
The Programming Model of Air-Ground Cooperative Patrol Between Multi-UAV and Police Car
Yang, J., Ding, Z., & Wang, L. (2021) · IEEE Access · doi:10.1109/access.2021.3115950 · Cited by 24
A comprehensive review of COVID-19 detection techniques: From laboratory systems to wearable devices
Alyafei, K. A., Ahmed, R., Abir, F. F., Chowdhury, M. E. H., & Naji, K. K. (2022) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2022.106070 · Cited by 24
Metadata
- Authors
- Chamola, V., Hassija, V., Gupta, V., & Guizani, M.
- Affiliations
- Birla Institute of Technology and Science, Pilani (IN)
- Jaypee Institute of Information Technology (IN)
- Qatar University (QA)
- Venue
- IEEE Access
- Published
- 2020
- Volume
- 8
- Pages
- 90225-90265
- ISSN
- 2169-3536 (ISSN-L)
- OpenAlex
- W3023617420
- Cited by
- 1,099
- References
- 56
- Citations by year
- 2026: 29 · 2025: 69 · 2024: 97 · 2023: 179 · 2022: 259 · 2021: 359 · 2020: 107
- FWCI
- 212.83
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- IEEE Access (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Qatar University QSpace (Qatar University) (submittedVersion)
- Funders
- Qatar National Research Fund (NPRP10-1205-160012)
- Topics
- Physical Sciences › Computer Science › Information Systems › Healthcare during COVID-19 Pandemic
- Physical Sciences › Computer Science › Information Systems › Internet of Things and AI
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advanced Data and IoT Technologies
- Keywords
- COVID-19 pandemic, Internet of Things, unmanned aerial vehicles, artificial intelligence, blockchain, 5G, healthcare burden, lockdown, economic impact, misinformation
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