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WSNs and IoTs for the Identification of COVID-19 Related Healthcare Issues: A Survey on Contributions, Challenges and Evolution

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Security and Privacy Preserving for IoT and 5G Networks

Part of the book series: Studies in Big Data ((SBD,volume 95))

Abstract

In this era of technological revolution, we are familiar with many scientific terminologies and gadgets. Today, internet is the backbone of the whole world as internet connectivity plays a vital role in our routine life and makes our life much easier. Wireless sensors are implemented in many applications like agricultural sector, military, home automation and health care sector. These wireless sensors are easy to operate and handle. Their performance varies according to the application. By connecting internet with these smart wireless sensors they act like Internet of Things. In the present scenario, whole world is suffering from Covid-19 pandemic. This is very strenuous situation for mankind. It is enigmatic to recognize a person with Covid-19 symptoms. For the identification of affected patient, some models are coined with the aid of wireless sensors and internet of things. The principle goal of this survey is to demonstrate the critical role of wireless sensor networks with internet of things for Covid-19 health care purposes.

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References

  1. Raghavendra, C.S.: K M Sivalingam. Wireless sensor networks, Z.T. (2006)

    Google Scholar 

  2. Akyildiz, I.F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: Wireless sensor networks: a survey. Comput. Netw. 38(4), 393–422 (2002). https://doi.org/10.1016/s1389-1286(01)00302-4

  3. Tree, S.: Wireless sensor networks. Self 1(R2) (2014)

    Google Scholar 

  4. Akyildiz, I.F., Vuran, M.C.: Wireless Sensor Networks, vol. 4 (2010)

    Google Scholar 

  5. Mainwaring, A., Culler, D., Polastre, J., Szewczyk, R., Anderson, J.: Wireless sensor networks for habitat monitoring. In: Proceedings of the 1st ACM International Workshop on Wireless Sensor Networks and Applications, pp. 88–97 (2002)

    Google Scholar 

  6. Estrin, D., Girod, L., Pottie, G., Srivastava, M.: Instrumenting the world with wireless sensor networks. In: 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No. 01CH37221), vol. 4, pp. 2033–2036 (2001)

    Google Scholar 

  7. Guy, C.: Wireless sensor networks. In: Sixth International Symposium on Instrumentation and Control Technology: signal Analysis, Measurement Theory, Photo-electronic Technology, and Artificial Intelligence, vol. 6357 (2006)

    Google Scholar 

  8. Pottie, G.J.: Wireless sensor networks. In: Information Theory Workshop (Cat. No. 98EX131) pp. 139–140 (1998)

    Google Scholar 

  9. Stankovic, J.A.: Wireless sensor networks. Computer 41(10), 92–95 (2008). https://doi.org/10.1109/mc.2008.441

    Article  Google Scholar 

  10. Fong, D.Y.: Wireless Sensor Networks. Internet of Things and Data Analytics Handbook, pp. 197–213 (2017)

    Google Scholar 

  11. Dargie, W., Poellabauer, C.: Fundamentals of Wireless Sensor Networks: theory and Practice (2010)

    Google Scholar 

  12. Townsend, C., S.A.: Wireless Sensor Networks, vol. 20, pp. 15–21 (2005)

    Google Scholar 

  13. Zhao, F., Guibas, L.J., Guibas, L.: Wireless Sensor Networks: an Information Processing Approach (2004)

    Google Scholar 

  14. Arampatzis, T., Lygeros, J., Manesis, S.: A survey of applications of wireless sensors and wireless sensor networks. In: Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation Intelligent Control, pp. 719–724 (2005)

    Google Scholar 

  15. Yang, K.: Wireless Sensor Networks (2014)

    Google Scholar 

  16. García-Hernández, C.F., Ibarguengoytia-Gonzalez, P.H., J.G.H.J.A.P.D.: Wireless sensor networks and applications: a survey. IJCSNS Int. J. Comput. Sci. Netw. Secur. 7(3), 264–273 (2007)

    Google Scholar 

  17. Hailing, C.L., Yong, M., Tianpu, L., Wei, L., Ze, Z.: Overview of wireless sensor networks. J. Comput. Res. Dev. 42(1), 163–163 (2005)

    Google Scholar 

  18. Estrin, D., Sayeed, A., Srivastava, M.: Wireless sensor networks. In: Tutorial at the Eighth ACM International Conference on Mobile Computing and Networking, vol. 255 (2002)

    Google Scholar 

  19. Ko, J., Lu, C., Srivastava, M.B., Stankovic, J.A., Terzis, A., Welsh, M.: Wireless sensor networks for healthcare. Proc. IEEE 98(11), 1947–1960 (2010). https://doi.org/10.1109/jproc.2010.2065210

  20. Li, Y., T.M.T.: Wireless Sensor Networks and Applications (2008)

    Google Scholar 

  21. Karl, H., Willig, A.: Protocols and Architectures for Wireless Sensor Networks (2007)

    Google Scholar 

  22. Sohraby, K., Minoli, D., Znati, T.: Wireless Sensor Networks: technology, Protocols, and Applications (2007)

    Google Scholar 

  23. Roundy, S., Steingart, D., Frechette, L., Wright, P., Rabaey, J.: Power sources for wireless sensor networks. In: European Workshop on Wireless Sensor Networks, pp. 1–17 (2004)

    Google Scholar 

  24. Benadda, M., Belalem, G.: Improving road safety for driver malaise and sleepiness behind the wheel using vehicular cloud computing and body area networks. Int. J. Softw. Sci. Comput. Intell. (IJSSCI) 12(4), 19–41 (2020)

    Article  Google Scholar 

  25. Buratti, C., Conti, A., Dardari, D., Verdone, R.: An overview on wireless sensor networks technology and evolution. Sensors 9(9), 6869–6896 (2009). https://doi.org/10.3390/s90906869

  26. Hande Alemdar, C.E.: Wireless sensor networks for healthcare: a survey. Comput. Netw. 54(15), 2688–2710 (2010). https://doi.org/10.1016/j.comnet.2010.05.003

    Article  Google Scholar 

  27. Romer, K., Mattern, F.: The design space of wireless sensor networks. IEEE Wirel. Commun. 11(6), 54–61 (2004). https://doi.org/10.1109/mwc.2004.1368897

  28. Corke, P., Wark, T., Jurdak, R., Hu, W., Valencia, P., Moore, D.: Environmental wireless sensor networks. Proc. IEEE 98(11), 1903–1917 (2010). https://doi.org/10.1109/jproc.2010.2068530

  29. Misra, S., Misra, S.C., Woungang, I.: Guide to Wireless Sensor Networks (2009)

    Google Scholar 

  30. Fahmy, H.M.A.: Wireless Sensor Networks (2020)

    Google Scholar 

  31. Porter, J., Arzberger, P., Braun, H.W., Bryant, P., Gage, S., Hansen, T., Hanson, P., Lin, C.C., Lin, F.P., Kratz, T., et al.: Wireless sensor networks for ecology. BioScience 55(7), 561–561 (2005). https://doi.org/10.1641/0006-3568(2005)055[0561:wsnfe]2.0.co;2

    Article  Google Scholar 

  32. Slijepcevic, S., Potkonjak, M.: Power efficient organization of wireless sensor networks. In: ICC 2001. IEEE International Conference on Communications. Conference Record (Cat. No. 01CH37240), vol. 2, 472–476 (2001)

    Google Scholar 

  33. Chen, Y., Zhao, Q.: On the lifetime of wireless sensor networks. IEEE Commun. Lett. 9(11), 976–978 (2005)

    Google Scholar 

  34. Hailing, C.L.J., Yong, M., Tianpu, L., Wei, L., Ze, Z.: Overview of wireless sensor networks. J. Comput. Res. Dev. 1, 21–21 (2005)

    Google Scholar 

  35. Zheng, J., Jamalipour, A.: Wireless Sensor Networks: a Networking Perspective (2009)

    Google Scholar 

  36. Kuorilehto, M., Hännikäinen, M., T.D.H.: A survey of application distribution in wireless sensor networks. EURASIP J. Wirel. Commun. Netw. 2005(5), 1–15 (2005). https://doi.org/10.1155/wcn.2005.774

  37. Boukerche, A., Oliveira, H.A., Nakamura, E.F., Loureiro, A.A.: Localization systems for wireless sensor networks. IEEE Wirel. Commun. 14(6), 6–12 (2007)

    Google Scholar 

  38. Khemapech, I., Duncan, I., Miller, A.: A survey of wireless sensor networks technology. In: 6th Annual Postgraduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting, vol. 13 (2005)

    Google Scholar 

  39. Isabel Dietrich, F.D.: On the lifetime of wireless sensor networks. ACM Trans. Sens. Netw. 5(1), 1–39 (2009). https://doi.org/10.1145/1464420.1464425

    Article  Google Scholar 

  40. Al-Karaki, J.N., Kamal, A.E.: Routing techniques in wireless sensor networks: a survey. IEEE Wirel. Commun. 11(6), 6–28 (2004). https://doi.org/10.1109/mwc.2004.1368893

  41. Wang, Q., Balasingham, I.: Wireless sensor networks-an introduction. In: Wireless Sensor Networks: application-Centric Design, pp. 1–14 (2010)

    Google Scholar 

  42. Jin, J., Gubbi, J., Marusic, S., Palaniswami, M.: Secure and optimized load balancing for multitier IoT and edge-cloud computing systems. IEEE Internet Things J. 8(10), 8119–8132 (2021). https://doi.org/10.1109/jiot.2020.3042433

  43. Elgendy, I.A., Muthanna, A., Hammoudeh, M., Shaiba, H., Unal, D., Khayyat, M.: Advanced deep learning for resource allocation and security aware data offloading in industrial mobile edge computing (2021)

    Google Scholar 

  44. Elgendy, I.A., Zhang, W.Z., Zeng, Y., He, H., Tian, Y.C., Yang, Y.: Efficient and secure multi-user multi-task computation offloading for mobile-edge computing in mobile IoT networks. IEEE Trans. Netw. Serv. Manag. 17(4), 2410–2422 (2020)

    Google Scholar 

  45. Elgendy, I.A., Zhang, W., Tian, Y.C., Li, K.: Resource allocation and computation offloading with data security for mobile edge computing. Future Gener. Comput. Syst. 100, 531–541 (2019). https://doi.org/10.1016/j.future.2019.05.037

  46. Hill, J., Horton, M., Kling, R., Krishnamurthy, L.: The platforms enabling wireless sensor networks. Commun. ACM 47(6), 41–46 (2004). https://doi.org/10.1145/990680.990705

  47. Baronti, P., Pillai, P., Chook, V.W., Chessa, S., Gotta, A., Hu, Y.F.: Wireless sensor networks: a survey on the state of the art and the 802.15.4 and zigbee standards. Comput. Commun. 30(7), 1655–1695 (2007). https://doi.org/10.1016/j.comcom.2006.12.020

  48. Tolle, G., Culler, D.: Design of an application-cooperative management system for wireless sensor networks. In: Proceedings of the Second European Workshop on Wireless Sensor Networks, pp. 121–132 (2005)

    Google Scholar 

  49. Hill, J.L.: System architecture for wireless sensor networks. Doctoral dissertation (2003)

    Google Scholar 

  50. Li, J., Ma, H., Li, K., Cui, L., Sun, L., Zhao, Z., Wang, X.: Wireless sensor networks: 11th china wireless sensor network conference. Revis. Sel. Pap. 812 (2017)

    Google Scholar 

  51. Cardei, M., Wu, J.: Coverage in Wireless sensor Networks: handbook of Sensor Networks, vol. 21, 201–202 (2004)

    Google Scholar 

  52. Abd EL-Latif, A.A., Abd-El-Atty, B., Abou-Nassar, E.M., Venegas-Andraca, S.E.: Controlled alternate quantum walks based privacy preserving healthcare images in internet of things. Opt. Laser Technol. 124, 105942–105942 (2020). https://doi.org/10.1016/j.optlastec.2019.105942

  53. Rashid, B., Rehmani, M.H.: Applications of wireless sensor networks for urban areas: a survey. J. Netw. Comput. Appl. 60, 192–219 (2016). https://doi.org/10.1016/j.jnca.2015.09.008

  54. Oliveira, Oliveira, L.M., Rodrigues, J.J.: Wireless sensor networks: a survey on environmental monitoring. J. Commun. 6(2), 143–151 (2011). https://doi.org/10.4304/jcm.6.2.143-151

  55. Kulkarni, R.V., Forster, A., Venayagamoorthy, G.K.: Computational intelligence in wireless sensor networks: a survey. IEEE Commun. Surv. Tutor. 13(1), 68–96 (2011). https://doi.org/10.1109/surv.2011.040310.00002

  56. Roundy, S., Wright, P.K., Rabaey, J.M.: Energy Scavenging for Wireless Sensor Networks, pp. 45–47 (2003)

    Google Scholar 

  57. Sharma, S., Bansal, R.K., Bansal, S.: Issues and challenges in wireless sensor networks. In: 2013 International Conference on Machine Intelligence and Research Advancement, pp. 58–62 (2013)

    Google Scholar 

  58. Wang, Y.O.N.G., Wang, Z.B.: Wireless sensor networks. In: ch. Compression Techniques for Wireless Sensor Networks, pp. 207–231 (2004)

    Google Scholar 

  59. Schurgers, C., Srivastava, M.B.: Energy efficient routing in wireless sensor networks. In: MILCOM Proceedings Communications for Network-Centric Operations: creating the Information Force (Cat. No. 01CH37277), vol. 1, pp. 357–361 (2001)

    Google Scholar 

  60. Chen, D., Varshney, P.K.: QoS support in wireless sensor networks: a survey. In: International Conference on Wireless Networks, vol. 233, pp. 1–7 (2004)

    Google Scholar 

  61. Durišić, M.P., Tafa, Z., G.D.V.M.: A survey of military applications of wireless sensor networks. In: Mediterranean Conference on Embedded Computing, pp. 196–199 (2012)

    Google Scholar 

  62. Alsheikh, M.A., Lin, S., Niyato, D., Tan, H.P.: Machine learning in wireless sensor networks: algorithms, strategies, and applications. IEEE Commun. Surv. Tutor. 16(4), 1996–2018 (2014). https://doi.org/10.1109/comst.2014.2320099

  63. Gad, R., Talha, M., Abd El-Latif, A.A., Zorkany, M., Ayman, E.S., Nawal, E.F., Muhammad, G.: Iris recognition using multi-algorithmic approaches for cognitive internet of things (ciot) framework. Future Gener. Comput. Syst. 89, 178–191 (2018). https://doi.org/10.1016/j.future.2018.06.020

  64. Ramson, S.J., Moni, D.J.: Applications of wireless sensor networks-a survey. In: 2017 International Conference on Innovations in Electrical, Electronics, Instrumentation and Media Technology (ICEEIMT), pp. 325–329 (2017)

    Google Scholar 

  65. Krishnamachari, L., Estrin, D., Wicker, S.: The impact of data aggregation in wireless sensor networks. In: Proceedings 22nd International Conference on Distributed Computing Systems Workshops, pp. 575–578 (2002)

    Google Scholar 

  66. Ojha, T., Misra, S., Raghuwanshi, N.S.: Wireless sensor networks for agriculture: the state-of-the-art in practice and future challenges. Comput. Electron. Agric. 118, 66–84 (2015). https://doi.org/10.1016/j.compag.2015.08.011

  67. Gungor, V.C., Lu, B., Hancke, G.P.: Opportunities and challenges of wireless sensor networks in smart grid. IEEE Trans. Ind. Electron. 57(10), 3557–3564 (2010). https://doi.org/10.1109/tie.2009.2039455

  68. Khan, S., Pathan, A.S.K., Alrajeh, N.A.: Wireless Sensor Networks: current Status and Future Trends (2016)

    Google Scholar 

  69. Swami, A., Zhao, Q., Hong, Y.W., Tong, L..: Wireless Sensor Networks: signal Processing and Communications Perspectives (2007)

    Google Scholar 

  70. Ganesan, D., Cerpa, A., Ye, W., Yu, Y., Zhao, J., Estrin, D.: Networking issues in wireless sensor networks. J. Parall. Distrib. Comput. 64(7), 799–814 (2004). https://doi.org/10.1016/j.jpdc.2004.03.016

  71. El Emary, I.M., Ramakrishnan, S.: Wireless Sensor Networks: from Theory to Applications (2013)

    Google Scholar 

  72. Stankovic, J.A., Wood, A.D., He, T.: Realistic applications for wireless sensor networks. Theor. Asp. Distrib. Comput. Sensor Netw. 835–863 (2011)

    Google Scholar 

  73. Anastasi, G., Conti, M., Di Francesco, M., Passarella, A.: Energy conservation in wireless sensor networks: a survey. Ad Hoc Netw. 7(3), 537–568 (2009). https://doi.org/10.1016/j.adhoc.2008.06.003

  74. Zhang, S., Zhang, H.: A review of wireless sensor networks and its applications. In: 2012 IEEE International Conference on Automation and Logistics, pp. 386–389 (2012)

    Google Scholar 

  75. Stankovic, J.A.: Research challenges for wireless sensor networks. ACM SIGBED Rev. 1(2), 9–12 (2004). https://doi.org/10.1145/1121776.1121780

    Article  MathSciNet  Google Scholar 

  76. Nakamura, E.F., Loureiro, A.A., Frery, A.C.: Information fusion for wireless sensor networks. ACM Comput. Surv. 39(3), 9–9 (2007). https://doi.org/10.1145/1267070.1267073

  77. Barrenetxea, G., Ingelrest, F., Schaefer, G., Vetterli, M.: Wireless sensor networks for environmental monitoring: the sensorscope experience. In: IEEE International Zurich Seminar on Communications, pp. 98–101 (2008)

    Google Scholar 

  78. Tavares, J., Velez, F., Ferro, J.: Application of wireless sensor networks to automobiles. Meas. Sci. Rev. 8(3), 65–70 (2008). https://doi.org/10.2478/v10048-008-0017-8

  79. Winkler, M., Tuchs, K.D., Hughes, K., Barclay, G.: Theoretical and practical aspects of military wireless sensor networks. J. Telecommun. Inf. Technol. 37–45 (2008)

    Google Scholar 

  80. Min, R., Bhardwaj, M.: Low-power wireless sensor networks. In: Fourteenth International Conference on VLSI Design, pp. 205–210 (2001)

    Google Scholar 

  81. Wang, Y., Attebury, G., Ramamurthy, B.: A survey of security issues in wireless sensor networks (2006)

    Google Scholar 

  82. Hu, F., Cao, X.: Wireless Sensor Networks: principles and Practice (2010)

    Google Scholar 

  83. Mainetti, L., Patrono, L., Vilei, A.: Evolution of wireless sensor networks towards the internet of things: a survey. In: SoftCOM 2011, 19th International Conference on Software, Telecommunications and Computer Networks, pp. 1–6 (2011)

    Google Scholar 

  84. Lilia Paradis, Q.H.: A survey of fault management in wireless sensor networks. J. Netw. Syst. Manag. 15(2), 171–190 (2007). https://doi.org/10.1007/s10922-007-9062-0

    Article  Google Scholar 

  85. Mihaela Cardei, J.W.: Energy-efficient coverage problems in wireless ad-hoc sensor networks. Comput. Commun. 29(4), 413–420 (2006). https://doi.org/10.1016/j.comcom.2004.12.025

    Article  Google Scholar 

  86. Wheeler, A.: Commercial applications of wireless sensor networks using ZigBee. IEEE Commun. Mag. 45(4), 70–77 (2007). https://doi.org/10.1109/mcom.2007.343615

    Article  Google Scholar 

  87. Baggio, A.: Wireless sensor networks in precision agriculture. In: ACM Workshop on Real-World Wireless Sensor Networks (REALWSN 2005), vol. 20, pp. 1567–1576 (2005)

    Google Scholar 

  88. Shen, X., Wang, Z., Sun, Y.: Wireless sensor networks for industrial applications. In: Fifth World Congress on Intelligent Control and Automation, vol. 4, pp. 3636–3640 (2004)

    Google Scholar 

  89. Yu, Y., Rittle, L.J., Bhandari, V., LeBrun, J.B.: Supporting concurrent applications in wireless sensor networks. In: Proceedings of the 4th International Conference on Embedded Networked Sensor Systems, pp. 139–152 (2006)

    Google Scholar 

  90. Mahmood, M.A., Seah, W.K., Welch, I.: Reliability in wireless sensor networks: a survey and challenges ahead. Comput. Netw. 79, 166–187 (2015). https://doi.org/10.1016/j.comnet.2014.12.016

  91. Megerian, S., Koushanfar, F., Qu, G., Veltri, G., Potkonjak, M.: Exposure in wireless sensor networks: theory and practical solutions. Wirel. Netw. 8(5), 443–454 (2002)

    Google Scholar 

  92. Dâmaso, A., Rosa, N., Maciel, P.: Reliability of wireless sensor networks. Sensors 14(9), 15760–15785 (2014). https://doi.org/10.3390/s140915760

  93. Manshahia, M.S.: Wireless sensor networks: a survey. Int. J. Sci. Eng. Res. 7(4), 710–716 (2016)

    Google Scholar 

  94. Bokareva, T., Hu, W., Kanhere, S., Ristic, B., Gordon, N., Bessell, T., Rutten, M., Jha, S.: Wireless sensor networks for battlefield surveillance. In: Proceedings of the Land Warfare Conference, pp. 1–8 (2006)

    Google Scholar 

  95. Rajaravivarma, V., Yang, Y., Yang, T.: An overview of wireless sensor network and applications. In: Proceedings of the 35th Southeastern Symposium on System Theory, pp. 432–436 (2003)

    Google Scholar 

  96. Hadjidj, A., Souil, M., Bouabdallah, A., Challal, Y., Owen, H.: Wireless sensor networks for rehabilitation applications: challenges and opportunities. J. Netw. Comput. Appl. 36(1), 1–15 (2013). https://doi.org/10.1016/j.jnca.2012.10.002

  97. Han, G., Jiang, J., Shu, L., Niu, J., Chao, H.C.: Management and applications of trust in wireless sensor networks: a survey. J. Comput. Syst. Sci. 80(3), 602–617 (2014). https://doi.org/10.1016/j.jcss.2013.06.014

  98. Carlos-Mancilla, M., López-Mellado, E., Siller, M.: Wireless sensor networks formation: approaches and techniques. J. Sens. 2016, 1–18 (2016). https://doi.org/10.1155/2016/2081902

  99. Chand, S., Singh, S., Kumar, B.: Heterogeneous heed protocol for wireless sensor networks. Wirel. Pers. Commun. 77(3), 2117–2139 (2014)

    Google Scholar 

  100. Raghunathan, V., Ganeriwal, S., Srivastava, M.: Emerging techniques for long lived wireless sensor networks. IEEE Commun. Mag. 44(4), 108–114 (2006). https://doi.org/10.1109/mcom.2006.1632657

  101. Heinzelman, W.R., Chandrakasan, A., Balakrishnan, H.: Energy-efficient communication protocol for wireless microsensor networks. In: Proceedings of the 33rd Annual Hawaii International Conference on System Sciences, p. 10 (2000)

    Google Scholar 

  102. Salim, A., Osamy, W., Khedr, A.M.: IBLEACH: intra-balanced LEACH protocol for wireless sensor networks. Wirel. Netw. 20(6), 1515–1525 (2014). https://doi.org/10.1007/s11276-014-0691-4

  103. Gupta, S., Marriwala, N.: Improved distance energy based leach protocol for cluster head election in wireless sensor networks. In: 4th International Conference on Signal Processing, Computing and Control (ISPCC), pp. 91–96 (2017)

    Google Scholar 

  104. Satapathy, S.C., Raju, K.S., J.K.M.V.B.: Proceedings of the Second International Conference on Computer and Communication Technologies: IC3T 2015, vol. 1 (2016)

    Google Scholar 

  105. Le, T.N., Pegatoquet, A., Berder, O., Sentieys, O.: Energy-efficient power manager and MAC protocol for multi-hop wireless sensor networks powered by periodic energy harvesting sources. IEEE Sens. J. 15(12), 7208–7220 (2015). https://doi.org/10.1109/jsen.2015.2472566

  106. Sethi, P., Sarangi, S.R.: Internet of things: architectures, protocols, and applications. J. Electr. Comput. Eng. 2017, 1–25 (2017). https://doi.org/10.1155/2017/9324035

  107. Dictionary: Dictionary. https://www.dictionary.com/browse/things. Accessed 09 May 2021

  108. Madakam, S., Lake, V., Lake, V., Lake, V.: Internet of things (IoT): a literature review. J. Comput. Commun. 3(05), 164–164 (2015)

    Google Scholar 

  109. Mattern, F., Floerkemeier, C.: From the internet of computers to the internet of things. In: From Active Data Management to Event-Based Systems and More, pp. 242–259 (2010)

    Google Scholar 

  110. Farooq, M.U., Waseem, M., Mazhar, S., Khairi, A., Kamal, T.: A review on internet of things (IoT). Int. J. Comput. Appl. 113(1), 1–7 (2015). https://doi.org/10.5120/19787-1571

  111. Wang, H., Li, Z., Li, Y., Gupta, B.B., Choi, C.: Visual saliency guided complex image retrieval. Pattern Recognit. Lett. 130, 64–72 (2020)

    Google Scholar 

  112. Xu, G., Shi, Y., Sun, X., Shen, W.: Internet of things in marine environment monitoring: a review. Sensors 19(7), 1711–1711 (2019)

    Google Scholar 

  113. Luhach, A.K., Hawari, K.B.G., Mihai, I.C., Hsiung, P.A., Mishra, R.B.: Smart Computational Strategies: Theoretical and Practical Aspects (2019)

    Google Scholar 

  114. Li, S., Da Xu, L., S.Z.: The internet of things: a survey. Inf. Syst. Front. 17(2), 243–259 (2015). https://doi.org/10.1007/s10796-014-9492-7

  115. Zhang, A.L.: Research on the architecture of internet of things applied in coal mine. In: 2016 International Conference on Information System and Artificial Intelligence (ISAI), pp. 21–23 (2016)

    Google Scholar 

  116. Sedik, A., Hammad, M., Abd El-Samie, F.E., Gupta, B.B., Abd El-Latif, A.A.: Efficient deep learning approach for augmented detection of coronavirus disease. Neural Comput. Appl. 1–18 (2021). https://doi.org/10.1007/s00521-020-05410-8

  117. Stergiou, C.L., Psannis, K.E., Gupta, B.B.: IoT-based big data secure management in the fog over a 6G wireless network. IEEE Internet Things J. 8(7), 5164–5171 (2021). https://doi.org/10.1109/jiot.2020.3033131

  118. Atzori, L., Iera, A., Morabito, G.: The internet of things: a survey. Comput. Netw. 54(15), 2787–2805 (2010). https://doi.org/10.1016/j.comnet.2010.05.010

  119. Masud, M., Gaba, G.S., Alqahtani, S., Muhammad, G., Gupta, B.B., Kumar, P., Ghoneim, A.: A lightweight and robust secure key establishment protocol for internet of medical things in covid-19 patients care. IEEE Internet Things J. 1 (2021). https://doi.org/10.1109/jiot.2020.3047662

  120. AlZu’bi, S., Shehab, M., Al-Ayyoub, M., Jararweh, Y., Gupta, B.: Parallel implementation for 3D medical volume fuzzy segmentation. Pattern Recognit. Lett. 130, 312–318 (2020). https://doi.org/10.1016/j.patrec.2018.07.026

  121. Gudivada, A., Philips, J., Tabrizi, N.: Developing concept enriched models for big data processing within the medical domain. Int. J. Softw. Sci. Comput. Intell. 12(3), 55–71 (2020). https://doi.org/10.4018/ijssci.2020070105

  122. John Sarivougioukas, A.V.: Modeling deep learning neural networks with denotational mathematics in ubihealth environment. Int. J. Softw. Sci. Comput. Intell. 12(3), 14–27 (2020). https://doi.org/10.4018/ijssci.2020070102

    Article  Google Scholar 

  123. Meriem Benadda, G.B.: Improving road safety for driver malaise and sleepiness behind the wheel using vehicular cloud computing and body area networks. Int. J. Softw. Sci. Comput. Intell. 12(4), 19–41 (2020). https://doi.org/10.4018/ijssci.2020100102

    Article  Google Scholar 

  124. Mohamed Sarrab, F.A.: Assisted-fog-based framework for IoT-based healthcare data preservation. Int. J. Cloud Appl. Comput. 11(2), 1–16 (2021). https://doi.org/10.4018/ijcac.2021040101

    Article  Google Scholar 

  125. Al-Shalabi, M.: COVID-19 symptoms monitoring mechanism using internet of things and wireless sensor networks. IJCSNS 20(8), 16–16 (2020)

    Google Scholar 

  126. Maghded, H.S., Ghafoor, K.Z., Sadiq, A.S., Curran, K., Rawat, D.B., Rabie, K.: A novel AI-enabled framework to diagnose coronavirus COVID-19 using smartphone embedded sensors: design study. In: 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI) pp. 180–187 (2020)

    Google Scholar 

  127. Chowdhury, M.E., Rahman, T., Khandakar, A., Mazhar, R., Kadir, M.A., Mahbub, Z.B., Islam, K.R., Khan, M.S., Iqbal, A., Al Emadi, N. and Reaz, M.B.I.: Can AI help in screening viral and COVID-19 pneumonia? IEEE Access 8, 132665–132676 (2020). https://doi.org/10.1109/access.2020.3010287

  128. Ndiaye, M., Oyewobi, S.S., Abu-Mahfouz, A.M., Hancke, G.P., Kurien, A.M., Djouani, K.: IoT in the wake of COVID-19: a survey on contributions, challenges and evolution. IEEE Access 8, 186821–186839 (2020). https://doi.org/10.1109/access.2020.3030090

  129. Khan, R., Khan, S.U., Zaheer, R., Khan, S.: Future internet: the internet of things architecture, possible applications and key challenges. In: 2012 10th International Conference on Frontiers of Information Technology, pp. 257–260 (2012)

    Google Scholar 

  130. Dong, Y., Yao, Y.D.: IoT platform for COVID-19 prevention and control: a survey (2020)

    Google Scholar 

  131. Xia, F., Yang, L.T., L.W.A.V.: Internet of things. Int. J. Commun. Syst. 25(9), 1101–1102 (2012). https://doi.org/10.1002/dac.2417

  132. Abd El-Latif, A.A., Hossain, M.S. Wang, N.: Score level multibiometrics fusion approach for healthcare. Cluster Comput. 22(1), 2425–2436 (2019)

    Google Scholar 

  133. Abd El-Latif, A.A., Abd-El-Atty, B., Venegas-Andraca, S.E., Elwahsh, H., Piran, M.J., Bashir, A.K., Song, O.Y., Mazurczyk, W.: Providing end-to-end security using quantum walks in IoT networks. IEEE Access 8, 92687–92696 (2020). https://doi.org/10.1109/access.2020.2992820

  134. Citi, V., Martelli, A., Brancaleone, V., Brogi, S., Gojon, G., Montanaro, R., Morales, G., Testai, L., Calderone, V.: Anti-inflammatory and antiviral roles of hydrogen sulfide: rationale for considering H2S donors in COVID-19 therapy. Br J. Pharmacol. 177(21), 4931–4941 (2020). https://doi.org/10.1111/bph.15230

  135. Silva, A.F., Tavakoli, M.: Domiciliary hospitalization through wearable biomonitoring patches: recent advances, technical challenges, and the relation to COVID-19. Sensors 20(23), 6835–6835 (2020). https://doi.org/10.3390/s20236835

  136. Sandra Costanzo, A.F.: A non-contact integrated body-ambient temperature sensors platform to contrast COVID-19. Electronics 9(10), 1658–1658 (2020). https://doi.org/10.3390/electronics9101658

    Article  Google Scholar 

  137. Ali, S., Singh, R.P., Javaid, M., Haleem, A., Pasricha, H., Suman, R., Karloopia, J.: A review of the role of smart wireless medical sensor network in COVID-19. J. Ind. Integr. Manag. 05(04), 413–425 (2020). https://doi.org/10.1142/s2424862220300069

  138. Ashton, K.: That ‘internet of things’ thing. RFID J. 22(7), 97–114 (2009)

    Google Scholar 

  139. Cui, X.: The internet of things. In: Ethical Ripples of Creativity and Innovation, pp. 61–68 (2016)

    Google Scholar 

  140. Felix Wortmann, K.F.: Internet of things. Bus. Inf. Syst. Eng. 57(3), 221–224 (2015). https://doi.org/10.1007/s12599-015-0383-3

    Article  Google Scholar 

  141. Anifah, L., Rusimamto, P.W., Nurhayati, S.I.H., Warju, H.: Internet of things-based monitoring system of patients using w1209 digital thermostat and pulse sensor. In: International Joint Conference on Science and Engineering, vol. 2020, 287–291 (2020)

    Google Scholar 

  142. Islam, M.M., Rahaman, A., Islam, M.R.: Development of smart healthcare monitoring system in IoT environment. SN Comput. Sci. 1, 1–11 (2020)

    Google Scholar 

  143. Ghorbel, O., Ayedi, R., Chikha, H.B., Shehin, O., Frikha, M.: Design of a smart medical bracelet prototype for COVID-19 based on wireless sensor networks. Int. J. 9(3), (2020)

    Google Scholar 

  144. Whitmore, A., Agarwal, A., Da Xu, L.: The internet of things—a survey of topics and trends. Inf. Syst. Front. 17(2), 261–274 (2015). https://doi.org/10.1007/s10796-014-9489-2

  145. Abd-El-Atty, B., Iliyasu, A.M., Alaskar, H., El-Latif, A., Ahmed, A.: A robust quasi-quantum walks-based steganography protocol for secure transmission of images on cloud-based e-healthcare platforms. Sensors 20(11), 3108–3108 (2020). https://doi.org/10.3390/s20113108

  146. Gershenfeld, N., Krikorian, R., Cohen, D.: The internet of things. Sci. Am. 291(4), 76–81 (2004). https://doi.org/10.1038/scientificamerican1004-76

  147. Coetzee, L., Eksteen, J.: The internet of things-promise for the future? an introduction. In: 2011 IST-Africa Conference Proceedings, pp. 1–9 (2011)

    Google Scholar 

  148. Greengard, S.: The Internet of Things (2015)

    Google Scholar 

  149. Kopetz, H.: Internet of things. Real-Time syst. 307–323 (2011)

    Google Scholar 

  150. Weber, R.H., R.W.: Internet of Things, vol. 12 (2010)

    Google Scholar 

  151. Holler, J., Tsiatsis, V.: Internet of Things, C.M.S.K.S.A.D.B. (2014)

    Google Scholar 

  152. Rose, K., Eldridge, S., Chapin, L.: The internet of things: an overview. The internet society (ISOC) 80, 1–50 (2015)

    Google Scholar 

  153. Da Xu, L., He, W., Li, S.: Internet of things in industries: a survey. IEEE Trans. Ind. Inform. 10(4), 2233–2243 (2014). https://doi.org/10.1109/tii.2014.2300753

  154. Tan, L., Wang, N.: Future internet: the internet of things. In: 2010 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE), vol. 5, pp. 5–376 (2010)

    Google Scholar 

  155. Mcewen, A., Cassimally, H.: Designing the Internet of Things (2013)

    Google Scholar 

  156. Chen, Y.K.: Challenges and opportunities of internet of things. In: 17th Asia and South Pacific Design Automation Conference, pp. 383–388 (2012)

    Google Scholar 

  157. Ray, P.P.: A survey on internet of things architectures. J. King Saud Univ.-Comput. Inf. Sci. 30(3), 291–319 (2018)

    Google Scholar 

  158. Roman, R., Najera, P., Lopez, J.: Securing the internet of things. Computer 44(9), 51–58 (2011). https://doi.org/10.1109/mc.2011.291

  159. Stankovic, J.A.: Research directions for the internet of things. IEEE Internet Things J. 1(1), 3–9 (2014). https://doi.org/10.1109/jiot.2014.2312291

    Article  Google Scholar 

  160. Debasis Bandyopadhyay, J.S.: Internet of things: applications and challenges in technology and standardization. Wirel. Pers. Commun. 58(1), 49–69 (2011). https://doi.org/10.1007/s11277-011-0288-5

    Article  Google Scholar 

  161. Alaba, F.A., Othman, M., Hashem, I.A.T., Alotaibi, F.: Internet of things security: a survey. J. Netw. Comput. Appl. 88, 10–28 (2017). https://doi.org/10.1016/j.jnca.2017.04.002

  162. Fleisch, E.: What is the internet of things? an economic perspective. Econ. Manag. Financ. Mark. 5(2), 125–157 (2010)

    Google Scholar 

  163. Sundmaeker, H., Guillemin, P., Friess, P., Woelffle, S.: Vision and challenges for realising the internet of things. cluster of European research projects on the internet of things. Euro. Comm. 3(3), 34–36 (2010)

    Google Scholar 

  164. Haller, S.: The Things in the Internet of Things, pp. 26–30 (2005)

    Google Scholar 

  165. Manyika, J., Chui, M., Bisson, P., Woetzel, J., Dobbs, R., Bughin, J., Aharon, D.: Unlocking the potential of the internet of things (2015)

    Google Scholar 

  166. Morgan, J.: A Simple Explanation of the Internet of Things (2014)

    Google Scholar 

  167. Want, R., Schilit, B.N., Jenson, S.: Enabling the internet of things. Computer 48(1), 28–35 (2015). https://doi.org/10.1109/mc.2015.12

  168. Haller, S., Karnouskos, S., Schroth, C.: The internet of things in an enterprise context. In: Future Internet Symposium, pp. 14–28 (2008)

    Google Scholar 

  169. Gluhak, A., Krco, S., Nati, M., Pfisterer, D., Mitton, N., Razafindralambo, T.: A survey on facilities for experimental internet of things research. IEEE Commun. Mag. 49(11), 58–67 (2011). https://doi.org/10.1109/mcom.2011.6069710

  170. Perera, C., Liu, C.H., Jayawardena, S., Chen, M.: A survey on internet of things from industrial market perspective. IEEE Access 2, 1660–1679 (2014). https://doi.org/10.1109/access.2015.2389854

  171. Conti, J.P.: The internet of things. Commun. Eng. 4(6), 20–25 (2006)

    Google Scholar 

  172. Gupta, D., Bhatt, S., Gupta, M., Tosun, A.S.: Future smart connected communities to fight covid-19 outbreak. Internet Things 13, 100342–100342 (2021). https://doi.org/10.1016/j.iot.2020.100342

  173. Ma, H.D.: Internet of things: objectives and scientific challenges. J. Comput. Sci. Technol. 26(6), 919–924 (2011)

    Article  Google Scholar 

  174. Shancang Li, Li Da Xu, S.Z.: 5g internet of things: A survey. Journal of Industrial Information Integration 10, 1–9 (2018). https://doi.org/10.1016/j.jii.2018.01.005

  175. Huang, Y., Li, G.: Descriptive models for internet of things. In: 2010 International Conference on Intelligent Control and Information Processing, pp. 483–486 (2010)

    Google Scholar 

  176. Anand Paul, R.J.: Internet of things: a primer. Hum. Behav. Emerg. Technol. 1(1), 37–47 (2019). https://doi.org/10.1002/hbe2.133

    Article  Google Scholar 

  177. Zanella, A., Bui, N., Castellani, A., Vangelista, L., Zorzi, M.: Internet of things for smart cities. IEEE Internet Things J. 1(1), 22–32 (2014). https://doi.org/10.1109/jiot.2014.2306328

  178. Schoenberger, C.R., B.U.: The internet of things. Forbes Mag. 169(6), 155–160 (2002)

    Google Scholar 

  179. Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of things (IoT): a vision, architectural elements, and future directions. Future Gener. Comput. Syst. 29(7), 1645–1660 (2013). https://doi.org/10.1016/j.future.2013.01.010

  180. Kranenburg, R.V.: The internet of things. World Affairs: J. Int. Issues 15(4), 126–141 (2011)

    Google Scholar 

  181. Bunz, M., G.M.: The Internet of Things (2017)

    Google Scholar 

  182. Tsafack, N., Sankar, S., Abd-El-Atty, B., Kengne, J., Jithin, K.C., Belazi, A., Mehmood, I., Bashir, A.K., Song, O.Y., Abd El-Latif, A.A.: A new chaotic map with dynamic analysis and encryption application in internet of health things. IEEE Access 8, 137731–137744 (2020). https://doi.org/10.1109/access.2020.3010794

  183. Sun, Q.B., Liu, J., Li, S., Fan, C.X., Sun, J.J.: Internet of things: summarize on concepts, architecture and key technology problem. J. Beijing Univ. Posts Telecommun. 3(3), 1–9 (2010)

    Google Scholar 

  184. Buyya, R., Dastjerdi, A.V.: Internet of Things: Principles and Paradigms (2016)

    Google Scholar 

  185. De, S., Barnaghi, P., Bauer, M., Meissner, S.: Service modelling for the internet of things. In: 2011 Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 949–955 (2011)

    Google Scholar 

  186. Agrawal, S., Vieira, D.: A survey on internet of things. Abakós 1(2), 78–95 (2013). https://doi.org/10.5752/10.5752/p.2316-9451.2013v1n2p78

  187. Yuehong, Y.I.N., Zeng, Y., Chen, X., Fan, Y.: The internet of things in healthcare: an overview. J. Ind. Inf. Integr. 1, 3–13 (2016)

    Google Scholar 

  188. Yang, D.L., Liu, F., Y.D.L.: A survey of the internet of things. In: Proceedings of the 1st International Conference on E-Business Intelligence (ICEBI2010) (2010)

    Google Scholar 

  189. Lee, G.M., Crespi, N., Choi, J.K., Boussard, M.: Internet of things. In: Evolution of Telecommunication Services, pp. 257–282 (2013)

    Google Scholar 

  190. Bari, N., Mani, G., Berkovich, S.: Internet of things as a methodological concept. In: 2013 Fourth International Conference on Computing for Geospatial Research and Application, pp. 48–55 (2013)

    Google Scholar 

  191. Lindqvist, U., Neumann, P.G: The future of the internet of things. Commun. ACM 60(2), 26–30 (2017). https://doi.org/10.1145/3029589

  192. Waher, P.: Learning Internet of Things (2015)

    Google Scholar 

  193. Al-Fuqaha, A., Guizani, M., Mohammadi, M., Aledhari, M., Ayyash, M.: Internet of things: a survey on enabling technologies, protocols, and applications. IEEE Commun. Surv. Tutor. 17(4), 2347–2376 (2015). https://doi.org/10.1109/comst.2015.2444095

  194. Singh, D., Tripathi, G., Jara, A.J..: A survey of internet-of-things: future vision, architecture, challenges and services. In: 2014 IEEE World Forum on Internet of Things (WF-IoT), pp. 287–292 (2014)

    Google Scholar 

  195. Uckelmann, D., Harrison, M., Michahelles, F.: Architecting the Internet of Things (2011)

    Google Scholar 

  196. Miorandi, D., Sicari, S., De Pellegrini, F., Chlamtac, I.: Internet of things: vision, applications and research challenges. Ad Hoc Netw. 10(7), 1497–1516 (2012). https://doi.org/10.1016/j.adhoc.2012.02.016

  197. Al-Ayyoub, M., Al-Mnayyis, N., Alsmirat, M.A., Alawneh, K., Jararweh, Y., Gupta, B.B.: SIFT based ROI extraction for lumbar disk herniation cad system from MRI axial scans. J. Ambient Intell. Hum. Comput. 1–9 (2018). https://doi.org/10.1007/s12652-018-0750-2

  198. Feki, M.A., Kawsar, F., Boussard, M., Trappeniers, L.: The internet of things: the next technological revolution. Computer 46(2), 24–25 (2013). https://doi.org/10.1109/mc.2013.63

  199. Said, O., Masud, M.: Towards internet of things: survey and future vision. Int. J. Comput. Netw. 5(1), 1–17 (2013)

    Google Scholar 

  200. Islam, S.R., Kwak, D., Kabir, M.H., Hossain, M., Kwak, K.S.: The internet of things for health care: a comprehensive survey. IEEE Access 3, 678–708 (2015). https://doi.org/10.1109/access.2015.2437951

  201. Baoyun, W.: Review on internet of things. J. Electron. Meas. Instrum. 12, 1–7 (2009)

    Google Scholar 

  202. Chaouchi, H.: The Internet of Things: connecting objects to the web (2013)

    Google Scholar 

  203. Chase, J.: The evolution of the internet of things. Texas Instrum. 1, 1–7 (2013)

    Google Scholar 

  204. Lee, I., Lee, K.: The internet of things (IoT): applications, investments, and challenges for enterprises 58, 431–440 (2015)

    Google Scholar 

  205. Nord, J.H., Koohang, A., Paliszkiewicz, J.: The internet of things: review and theoretical framework. Expert Syst. Appl. 133, 97–108 (2019). https://doi.org/10.1016/j.eswa.2019.05.014

  206. Saarikko, T., Westergren, U.H., Blomquist, T.: The internet of things: are you ready for what’s coming? Bus. Horiz. 60(5), 667–676 (2017). https://doi.org/10.1016/j.bushor.2017.05.010

  207. Vermesan, O., Friess, P., Guillemin, P., Gusmeroli, S., Sundmaeker, H., Bassi, A., Jubert, I.S., Mazura, M., Harrison, M., Eisenhauer, M., et al.: Internet of things strategic research roadmap. Internet Things-Glob. Technol. Soc. Trends 1(2011), 9–52 (2011)

    Google Scholar 

  208. Li, X., Lu, R., Liang, X., Shen, X., Chen, J., Lin, X.: Smart community: an internet of things application. IEEE Commun. Mag. 49(11), 68–75 (2011)

    Google Scholar 

  209. Chen, X.Y., Jin, Z.G.: Research on key technology and applications for internet of things. Phys. Procedia 33, 561–566 (2012)

    Google Scholar 

  210. Liu, Y., Zhou, G.: Key technologies and applications of internet of things. In: 2012 Fifth International Conference on Intelligent Computation Technology and Automation, pp. 197–200 (2012)

    Google Scholar 

  211. Ghoneim, A., Muhammad, G., Amin, S.U., Gupta, B.: Medical image forgery detection for smart healthcare. IEEE Commun. Mag. 56(4), 33–37 (2018). https://doi.org/10.1109/mcom.2018.1700817

  212. Kaushik, S., Gandhi, C.: Ensure hierarchal identity based data security in cloud environment. Int. J. Cloud Appl. Comput. (IJCAC) 9(4), 21–36 (2019)

    Google Scholar 

  213. Al-Ayyoub, M., AlZu’bi, S., Jararweh, Y., Shehab, M.A., Gupta, B.B.: Accelerating 3D medical volume segmentation using GPUS. Multimed. Tools Appl. 77(4), 4939–4958 (2018)

    Article  Google Scholar 

  214. Kamarudin, M.H., Maple, C., Watson, T.: Hybrid feature selection technique for intrusion detection system. Int. J. High Perform. Comput. Netw. 13(2), 232–240 (2019)

    Article  Google Scholar 

  215. Goléa, N.E.H., Melkemi, K.E.: Roi-based fragile watermarking for medical image tamper detection. Int. J. High Perform. Comput. Netw. 13(2), 199–210 (2019)

    Article  Google Scholar 

  216. Wang, H., Li, Z., Li, Y., Gupta, B., Choi, C.: Visual saliency guided complex image retrieval. Pattern Recognit. Lett. 130, 64–72 (2020)

    Article  Google Scholar 

  217. Mani, N., Moh, M., Moh, T.S.: Defending deep learning models against adversarial attacks. Int. J. Softw. Sci. Comput. Intell. (IJSSCI) 13(1), 72–89 (2021)

    Article  Google Scholar 

  218. Abou-Nassar, E.M., Iliyasu, A.M., El-Kafrawy, P.M., Song, O.Y., Bashir, A.K., Abd El-Latif, A.A.: DITrust chain: towards blockchain-based trust models for sustainable healthcare IoT systems. IEEE Access 8, 111223–111238 (2020)

    Article  Google Scholar 

  219. Gudivada, A., Philips, J., Tabrizi, N.: Developing concept enriched models for big data processing within the medical domain. Int. J. Softw. Sci. Comput. Intell. (IJSSCI) 12(3), 55–71 (2020)

    Article  Google Scholar 

  220. Gou, Z., Yamaguchi, S., Gupta, B.: Analysis of various security issues and challenges in cloud computing environment: a survey. In: Identity Theft: breakthroughs in Research and Practice, pp. 221–247. IGI global (2017)

    Google Scholar 

  221. Zheng, Q., Wang, X., Khan, M.K., Zhang, W., Gupta, B.B., Guo, W.: A lightweight authenticated encryption scheme based on chaotic SCML for railway cloud service. IEEE Access 6, 711–722 (2017)

    Article  Google Scholar 

  222. Gupta, B., Quamara, M.: An overview of internet of things (IoT): architectural aspects, challenges, and protocols. Concurrency Comput.: Pract. Exp. 32(21), e4946 (2020)

    Google Scholar 

  223. Divya, M., Subhash, N., Vishnu, P., Tejesh, P.: Smart health care monitoring based on internet of things (IoT). Int. J. Sci. Res. Eng. Dev. 3(1), 409–414 (2020)

    Google Scholar 

  224. Bhuyan, M.H., Hasan, M.: Design and simulation of heartbeat measurement system using arduino microcontroller in proteus. Int. J. Biomed. Biol. Eng. 14(10), 350–357 (2020)

    Google Scholar 

  225. Rahimoon, A.A., Abdullah, M.N., Taib, I.: Design of a contactless body temperature measurement system using arduino. Indones. J. Electr. Eng. Comput. Sci. 19(3), 1251–1251 (2020). https://doi.org/10.11591/ijeecs.v19.i3.pp1251-1258

  226. Abuzairi, T., Sumantri, N.I., Irfan, A., Mohamad, R.M.: Infrared thermometer on the wall (iThermowall): an open source and 3-D print infrared thermometer for fever screening pp. 168–168 (2021)

    Google Scholar 

  227. Hasan, D., Ismaeel, A.: Designing ECG monitoring healthcare system based on internet of things blynk application. J. Appl. Sci. Technol. Trends 1(3), 106–111 (2020). https://doi.org/10.38094/jastt1336

  228. Hadis, N.S.M., Amirnazarullah, M.N., Jafri, M.M., Abdullah, S.: IoT based patient monitoring system using sensors to detect, analyse and monitor two primary vital signs. J. Phys.: Conf. Ser. 1535, 012004–012004 (2020). https://doi.org/10.1088/1742-6596/1535/1/012004

  229. Sam, D., Srinidhi, S., Niveditha, V.R., Amudha, S., Usha, D.: Progressed IoT based remote health monitoring system. Int. J. Control Autom. 13(2s), 268–273 (2020)

    Google Scholar 

  230. Mohammed, M.N., Syamsudin, H., Al-Zubaidi, S., AKS, R.R., Yusuf, E.: Novel COVID-19 detection and diagnosis system using iot based smart helmet. Int. J. Psychosoc. Rehabil. 24(7), 2296–2303 (2020)

    Google Scholar 

  231. Mhatre, P., Shaikh, A., Khanvilkar, S.: Non Invasive E-Health Care Monitoring System Using IOT (2020)

    Google Scholar 

  232. Petrović, N., Kocić.: IoT-based system for COVID-19 indoor safety monitoring. preprint). IcETRAN 2020, 1–6 (2020)

    Google Scholar 

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  1. UIET, Kurukshetra University, Kurukshetra, India

    Anish Khan

  2. National Institute of Technology, Kurushatra Haryana, India

    B. B. Gupta

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  1. Department of Mathematics and Computer Science, Faculty of Science, Menoufia University, Menoufia, Egypt

    Ahmed A. Abd El-Latif

  2. Department of Computer Science, Luxor University, Luxor, Egypt

    Bassem Abd-El-Atty

  3. School of Engineering and Sciences, Tecnologico de Monterrey, Monterrey, Mexico

    Salvador E. Venegas-Andraca

  4. Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

    Wojciech Mazurczyk

  5. National Institute of Technology Kurukshetra, Kurukshetra, India

    Brij B. Gupta

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Khan, A., Gupta, B.B. (2022). WSNs and IoTs for the Identification of COVID-19 Related Healthcare Issues: A Survey on Contributions, Challenges and Evolution. In: Abd El-Latif, A.A., Abd-El-Atty, B., Venegas-Andraca, S.E., Mazurczyk, W., Gupta, B.B. (eds) Security and Privacy Preserving for IoT and 5G Networks. Studies in Big Data, vol 95. Springer, Cham. https://doi.org/10.1007/978-3-030-85428-7_10

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