Drone-as-a-Service (DaaS) for COVID-19 self-testing kits delivery in smart healthcare setups: A technological perspective

Article

Munawar, Hafiz Suliman, Akram, Junaid, Khan, Sara Imran, Ullah, Fahim and Choi, Bong Jun. 2023. "Drone-as-a-Service (DaaS) for COVID-19 self-testing kits delivery in smart healthcare setups: A technological perspective." ICT Express. 9 (4), pp. 748-753. https://doi.org/10.1016/j.icte.2022.09.008
Article Title

Drone-as-a-Service (DaaS) for COVID-19 self-testing kits delivery in smart healthcare setups: A technological perspective

Article CategoryArticle
AuthorsMunawar, Hafiz Suliman (Author), Akram, Junaid (Author), Khan, Sara Imran (Author), Ullah, Fahim (Author) and Choi, Bong Jun (Author)
Journal TitleICT Express
Journal Citation9 (4), pp. 748-753
Number of Pages11
Year2023
PublisherElsevier
Place of PublicationKorea
Digital Object Identifier (DOI)https://doi.org/10.1016/j.icte.2022.09.008
Web Address (URL)https://www.sciencedirect.com/science/article/pii/S2405959522001412
Abstract

Drones have gained increasing attention in the healthcare industry for mobility and accessibility to remote areas. This perspective-based study proposes a drone-based sample collection system whereby COVID-19 self-testing kits are delivered to and collected from potential patients. This is achieved using the drone as a service (DaaS). A mobile application is also proposed to depict drone navigation and destination location to help ease the process. Through this app, the patient could contact the hospital and give details about their medical condition and the type of emergency. A hypothetical case study for Geelong, Australia, was carried out, and the drone path was optimized using the Artificial Bee Colony (ABC) algorithm. The proposed method aims to reduce person-to-person contact, aid the patient at their home, and deliver any medicine, including first aid kits, to support the patients until further assistance is provided. Artificial intelligence and machine learning-based algorithms coupled with drones will provide state-of-the-art healthcare systems technology.

KeywordsDrone as a Service (DaaS); Artificial Bee Colony algorithm; Path planning; Drone delivery; Smart healthcare; COVID-19
ANZSRC Field of Research 2020330202. Building construction management and project planning
460806. Human-computer interaction
460202. Autonomous agents and multiagent systems
330201. Automation and technology in building and construction
420202. Disease surveillance
Byline AffiliationsUniversity of New South Wales
University of Sydney
School of Surveying and Built Environment
Soongsil University, Korea
Institution of OriginUniversity of Southern Queensland
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Ullah, Fahim, Khan, Sara Imran, Munawar, Hafiz Suliman, Qadir, Zakria and Qayyum, Siddra. 2021. "UAV based spatiotemporal analysis of the 2019–2020 New South Wales bushfires." Sustainability. 13, pp. 1-35. https://doi.org/10.3390/su131810207
Using multivariate regression and ANN models to predict properties of concrete cured under hot weather: a case of Rawalpindi Pakistan
Maqsoom, Ahsen, Aslam, Bilal, Gul, Muhammad Ehtisham, Ullah, Fahim, Kouzani, Abbas Z., Mahmud, M. A. Parvez and Nawaz, Adnan. 2021. "Using multivariate regression and ANN models to predict properties of concrete cured under hot weather: a case of Rawalpindi Pakistan." Sustainability. 13, pp. 1-28. https://doi.org/10.3390/su131810164
A beginner’s guide to developing review-based conceptual frameworks in the built environment
Ullah, Fahim. 2021. "A beginner’s guide to developing review-based conceptual frameworks in the built environment." Architecture. 1 (1), pp. 5-24. https://doi.org/10.3390/architecture1010003
BIMp-chart — a global decision support system for measuring BIM implementation level in construction organizations
Malik, Qurratulain, Nasir, Abdur Rehman, Muhammad, Rabiah, Thaheem, Muhammad Jamaluddin, Ullah, Fahim, Khan, Khurram Iqbal Ahmad and Hassan, Muhammad Usman. 2021. "BIMp-chart — a global decision support system for measuring BIM implementation level in construction organizations." Sustainability. 13 (16), pp. 1-25. https://doi.org/10.3390/su13169270
Urban overheating assessment through prediction of surface temperatures: a case study of Karachi, Pakistan
Aslam, Bilal, Maqsoom, Ahsen, Khalid, Nauman, Ullah, Fahim and Sepasgozar, Samad. 2021. "Urban overheating assessment through prediction of surface temperatures: a case study of Karachi, Pakistan." ISPRS International Journal of Geo-Information. 10 (8), pp. 1-22. https://doi.org/10.3390/ijgi10080539
UAVs in disaster management: application of integrated aerial Imagery and convolutional neural network for flood detection
Munawar, Hafiz Suliman, Ullah, Fahim, Qayyum, Siddra, Khan, Sara Imran and Mojtahedi, Mohammad. 2021. "UAVs in disaster management: application of integrated aerial Imagery and convolutional neural network for flood detection." Sustainability. 13 (14), pp. 1-22. https://doi.org/10.3390/su13147547
A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities
Ullah, Fahim and Al-Turjman, Fadi. 2023. "A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities." Neural Computing and Applications. 35 (7), p. 5033–5054. https://doi.org/10.1007/s00521-021-05800-6
Investigating the flood damages in Lower Indus Basin since 2000: spatiotemporal analyses of the major flood events
Atif, Salman, Umar, Muhammad and Ullah, Fahim. 2021. "Investigating the flood damages in Lower Indus Basin since 2000: spatiotemporal analyses of the major flood events." Natural Hazards. 108, pp. 2357-2383. https://doi.org/10.1007/s11069-021-04783-w
Risk management in sustainable smart cities governance: a TOE framework
Ullah, Fahim, Qayyum, Siddra, Thaheem, Muhammad Jamaluddin, Al-Turjman, Fadi and Sepasgozar, Samad M.E.. 2021. "Risk management in sustainable smart cities governance: a TOE framework." Technological Forecasting and Social Change. 167. https://doi.org/10.1016/j.techfore.2021.120743
Advertising through UAVs: Optimized path system for delivering smart real‐estate advertisement materials
Ullah, Fahim, Al-Turjman, Fadi, Qayyum, Siddra, Inam, Hina and Imran, Muhammad. 2021. "Advertising through UAVs: Optimized path system for delivering smart real‐estate advertisement materials." International Journal of Intelligent Systems. 36 (7), pp. 3429-3463. https://doi.org/10.1002/int.22422
Modelling users’ perception of the online real estate platforms in a digitally disruptive environment: an integrated KANO-SISQual approach
Ullah, Fahim, Sepasgozar, Samad M.E., Shiwrozhan, Sara and Davis, Steven. 2021. "Modelling users’ perception of the online real estate platforms in a digitally disruptive environment: an integrated KANO-SISQual approach." Telematics and Informatics. 63. https://doi.org/10.1016/j.tele.2021.101660
Application of deep learning on UAV-based aerial images for flood detection
Munawar, Hafiz Suliman, Ullah, Fahim, Qayyum, Siddra and Heravi, Amirhossein. 2021. "Application of deep learning on UAV-based aerial images for flood detection." Smart Cities. 4 (3), pp. 1220-1243. https://doi.org/10.3390/smartcities4030065
Best Value Contractor Selection in Road Construction Projects: ANP-Based Decision Support System
Hasnain, Muhammad, Thaheem, Muhammad Jamaluddin and Ullah, Fahim. 2018. "Best Value Contractor Selection in Road Construction Projects: ANP-Based Decision Support System." International Journal of Civil Engineering. 16 (6), pp. 695-714. https://doi.org/10.1007/s40999-017-0199-2
Concession period of public private partnership projects: industry–academia gap analysis
Ullah, Fahim and Thaheem, Muhammad Jamaluddin. 2018. "Concession period of public private partnership projects: industry–academia gap analysis." The International Journal of Construction Management. 18 (5), pp. 418-429. https://doi.org/10.1080/15623599.2017.1333400
A systematic review of smart real estate technology: drivers of, and barriers to, the use of digital disruptive technologies and online platforms
Ullah, Fahim, Sepasgozar, Samad M.E. and Wang, Changxin. 2018. "A systematic review of smart real estate technology: drivers of, and barriers to, the use of digital disruptive technologies and online platforms." Sustainability. 10 (9), pp. 1-44. https://doi.org/10.3390/su10093142
System dynamics model to determine concession period of PPP infrastructure projects: overarching effects of critical success factors
Ullah, Fahim, Thaheem, Muhammad Jamaluddin, Sepasgozar, Samad M. E. and Forcada, Nuria. 2018. "System dynamics model to determine concession period of PPP infrastructure projects: overarching effects of critical success factors." Journal of Legal Affairs and Dispute Resolution in Engineering and Construction. 10 (4). https://doi.org/10.1061/(ASCE)LA.1943-4170.0000280
The performance gap in energy-efficient office buildings: how the occupants can help?
Ali, Qadeer, Thaheem, Muhammad Jamaluddin, Ullah, Fahim and Sepasgozar, Samad M. E.. 2020. "The performance gap in energy-efficient office buildings: how the occupants can help?" Energies. 13 (6). https://doi.org/10.3390/en13061480
Key factors influencing purchase or rent decisions in smart real estate investments: a system dynamics approach using online forum thread data
Ullah, Fahim and Sepasgozar, Samad M. E.. 2020. "Key factors influencing purchase or rent decisions in smart real estate investments: a system dynamics approach using online forum thread data." Sustainability. 12 (11), pp. 1-36. https://doi.org/10.3390/su12114382
Smart digital marketing capabilities for sustainable property development: a case of Malaysia
Low, Sheen, Ullah, Fahim, Shiwrozhan, Sara, Sepasgozar, Samad M. E. and Lee, Chyi Lin. 2020. "Smart digital marketing capabilities for sustainable property development: a case of Malaysia." Sustainability. 12 (13), pp. 1-40. https://doi.org/10.3390/su12135402
Contingency release during project execution: the contractor’s decision-making dilemma
Ayub, Bilal, Thaheem, Muhammad Jamaluddin and Ullah, Fahim. 2019. "Contingency release during project execution: the contractor’s decision-making dilemma." Project Management Journal. 50 (6), pp. 734-748. https://doi.org/10.1177/8756972819848250
Six Sigma in construction: a review of critical success factors
Qayyum Siddiqui, Siddra, Ullah, Fahim, Thaheem, Muhammad Jamaluddin and Gabriel, Hamza Farooq. 2016. "Six Sigma in construction: a review of critical success factors." International Journal of Lean Six Sigma. 7 (2), pp. 171-186. https://doi.org/10.1108/ijlss-11-2015-0045
Labor Productivity Assessment Using Activity Analysis on Semi High-Rise Building Projects in Pakistan
Sheikh, Noaman Akbar, Ullah, Fahim, Ayub, Bilal and Thaheem, Muhammad Jamaluddin. 2017. "Labor Productivity Assessment Using Activity Analysis on Semi High-Rise Building Projects in Pakistan." Engineering Journal. 21 (4), pp. 273-286. https://doi.org/10.4186/ej.2017.21.4.273
Influence of Six Sigma on project success in construction industry of Pakistan
Ullah, Fahim, Thaheem, Muhammad Jamaluddin, Qayyum Siddiqui, Siddra and Khurshid, Muhammad Bilal. 2017. "Influence of Six Sigma on project success in construction industry of Pakistan." The TQM Journal. 29 (2), pp. 276-309. https://doi.org/10.1108/TQM-11-2015-0136
Examining the impact of students’ attendance, sketching, visualization, and tutors experience on students’ performance: a case of building structures course in construction management
Ullah, Fahim, Sepasgozar, Samad, Tahmasebinia, Faham, Sepasgozar, Saleh Mohammad Ebrahimzadeh and Davis, Steven. 2020. "Examining the impact of students’ attendance, sketching, visualization, and tutors experience on students’ performance: a case of building structures course in construction management." Construction Economics and Building. 20 (3), pp. 78-102. https://doi.org/10.5130/AJCEB.v20i3.7056
Competitiveness in the construction industry: A contractor’s perspective on barriers to improving the construction industry performance
Azeem, Moazzam, Ullah, Fahim, Thaheem, Muhammad J. and Qayyum, Siddra. 2020. "Competitiveness in the construction industry: A contractor’s perspective on barriers to improving the construction industry performance." Journal of Construction Engineering, Management & Innovation. 3 (3), pp. 193-219. https://doi.org/10.31462/jcemi.2020.03193219
Empirical evidence of extension of time in construction projects
Shabbar, Haroon, Ullah, Fahim, Ayub, Bilal, Thaheem, Muhammad Jamaluddin and Gabriel, Hamza Farooq. 2017. "Empirical evidence of extension of time in construction projects." Journal of Legal Affairs and Dispute Resolution in Engineering and Construction. 9 (3). https://doi.org/10.1061/(ASCE)LA.1943-4170.0000217
It's all about perceptions: A DEMATEL approach to exploring user perceptions of real estate online platforms
Ullah, Fahim, Sepasgozar, Samad M. E., Thaheem, Muhammad Jamaluddin, Wang, Changxin Cynthia and Imran, Muhammad. 2021. "It's all about perceptions: A DEMATEL approach to exploring user perceptions of real estate online platforms." Ain Shams Engineering Journal. 12 (4), pp. 4297-4317. https://doi.org/10.1016/j.asej.2021.04.023
Addressing disasters in smart cities through UAVs path planning and 5G communications: A systematic review
Qadir, Zakria, Ullah, Fahim, Munawar, Hafiz Suliman and Al-Turjman, Fadi. 2021. "Addressing disasters in smart cities through UAVs path planning and 5G communications: A systematic review." Computer Communications. 168, pp. 114-135. https://doi.org/10.1016/j.comcom.2021.01.003
Managing smart cities through six sigma DMADICV method: A review-based conceptual framework
Qayyum, Siddra, Ullah, Fahim, Al-Turjman, Fadi and Mojtahedi, Mohammad. 2021. "Managing smart cities through six sigma DMADICV method: A review-based conceptual framework." Sustainable Cities and Society. 72, pp. 1-19. https://doi.org/10.1016/j.scs.2021.103022
A review of public-private partnership: critical factors of concession period
Ullah, Fahim, Ayub, Bilal, Qayyum, Siddra and Thaheem, Muhammad Jamaluddin. 2016. "A review of public-private partnership: critical factors of concession period." Journal of Financial Management of Property and Construction. 21 (3), pp. 269-300. https://doi.org/10.1108/JFMPC-02-2016-0011
Insights into the Mobility Pattern of Australians during COVID-19
Munawar, Hafiz Suliman, Khan, Sara Imran, Qadir, Zakria, Kiani, Yusra Sajid, Kouzani, Abbas Z. and Mahmud, M. A. Parvez. 2021. "Insights into the Mobility Pattern of Australians during COVID-19." Sustainability. 13 (17), pp. 1-19. https://doi.org/10.3390/su13179611
Predicting the energy output of hybrid PV–wind renewable energy system using feature selection technique for smart grids
Qadir, Zakria, Khan, Sara Imran, Khalaji, Erfan, Munawar, Hafiz Suliman, Al-Turjman, Fadi, Mahmud, M. A. Parvez, Kouzani, Abbas Z. and Le, Khoa. 2021. "Predicting the energy output of hybrid PV–wind renewable energy system using feature selection technique for smart grids." Energy Reports. 7, pp. 8465-8475. https://doi.org/10.1016/j.egyr.2021.01.018
Cloud- and Fog-Integrated Smart Grid Model for Efficient Resource Utilisation
Akram, Junaid, Tahir, Arsalan, Munawar, Hafiz Suliman, Akram, Awais, Kouzani, Abbas Z. and Mahmud, M. A. Parvez. 2021. "Cloud- and Fog-Integrated Smart Grid Model for Efficient Resource Utilisation." Sensors. 21 (23), pp. 1-22. https://doi.org/10.3390/s21237846