International Journal of Computer Science & Network Security

국제컴퓨터통신보호논문지학회 (International Journal of Computer Science & Network Security)
권호 표지
DOI QR코드

DOI QR Code

Defining the Scope of the Internet of Things with a Particular Focus on Its Role in Healthcare: A Review Paper

  • Abdulaziz Alomari (Department of Computer Science and IT, La Trobe University) ;
  • Ben Soh (Department of Computer Science and IT, La Trobe University)
  • 투고 : 2023.04.05
  • 발행 : 2023.04.30
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

Today's world is experiencing rapid technological advancement like never before. The ever-changing technology space has overwhelmed citizens with a substantial load of information, which has made it difficult for them to keep up with the technology awareness. This review paper is written to provide information about the Internet of Things in a way that technical along with nontechnical individuals can understand the definition, historical evolution, components, and scope of IoT technology. Relevant literature published between January 2009 and February 2023 was included in this paper. The applications of the Internet of Things in healthcare have been a special focus of this paper as IoT has massive potential in this field and healthcare professionals often face significant issues in keeping their technology knowledge up to date. Moreover, some of the most common issues associated with IoT introduction in healthcare are also discussed in the paper along with some suitable recommendations. Although, IoT can significantly transform our lives and can introduce convenience and efficiency, particularly in the healthcare sector. However, its adoption in healthcare is still a major task due to various challenges presented by the health workforce. Thus, in-depth empirical research is suggested to assist the IoT technology transition.

키워드

과제정보

This work is done as a part of a PhD sponsored by the Al Baha University, Kingdom of Saudi Arabia.

참고문헌

  1. Yassein, Muneer Bani, Ismail Hmeidi, Marwa Al-Harbi, Lina Mrayan, Wail Mardini, and Yaser Khamayseh. "IoT-Based Healthcare Systems: A Survey." In Proceedings of the Second International Conference on Data Science, E-Learning and Information Systems - DATA '19, 1-9, 2019. https://doi.org/10.1145/3368691.3368721.
  2. Al-Rawashdeh, Manal, Pantea Keikhosrokiani, Bahari Belaton, Moatsum Alawida, and Abdalwhab Zwiri. "IoT Adoption and Application for Smart Healthcare: A Systematic Review." Sensors 22, no. 14 (July 19, 2022): 5377. https://doi.org/10.3390/s22145377.
  3. Madakam, Somayya, R. Ramaswamy, and Siddharth Tripathi. "Internet of Things (IoT): A Literature Review." Journal of Computer and Communications 03, no. 05 (2015): 164-73. https://doi.org/10.4236/jcc.2015.35021.
  4. Statistics. "Number of Internet and Social Media Users Worldwide as of July 2022. ." Statista. www.statista.com, April 26, 2022. https://www.statista.com/statistics/617136/digital-population-worldwide/.
  5. Diomidous, Marianna, Kostis Chardalias, Adrianna Magita, Panagiotis Koutonias, Paraskevi Panagiotopoulou, and John Mantas. "Social and Psychological Effects of the Internet Use." Acta Informatica Medica 24, no. 1 (2016): 66. https://doi.org/10.5455/aim.2016.24.66-69.
  6. Naughton, John. "The Evolution of the Internet: From Military Experiment to General Purpose Technology." Journal of Cyber Policy 1, no. 1 (January 2, 2016): 5-28. https://doi.org/10.1080/23738871.2016.1157619.
  7. Nagajayanthi, B. "Decades of Internet of Things towards Twenty-First Century: A Research-Based Introspective." Wireless Personal Communications 123 (November 18, 2022): 3661-97. https://doi.org/10.1007/s11277-021-09308-z.
  8. Kramp Thorsten, Rob van Kranenburg, and Sebastian Lange. "Introduction to the Internet of Things." Enabling Things to Talk, 2013, 1-10. https://doi.org/10.1007/978-3-642-40403-0_1.
  9. Ashton, K. "That 'Internet of Things' Thing." RFID Journal 22, no. 7 (2009): 97-114.
  10. BPB Online. "The Many Names of the Internet of Things (IoT)." DEV Community, 2021. https://dev.to/bpb_online/the-many-names-of-the-internet-of-things-iot-24dc#:~:text=These%20names%20are%20a%20little.
  11. Bayer, Sarah, Henner Gimpel, and Daniel Rau. "IoT-commerce-opportunities for customers through an affordance lens." Electronic Markets 31, no. 1 (2021): 27-50. https://doi.org/10.1007/s12525-020-00405-8
  12. Berte, Dan-Radu. "Defining the IoT." Proceedings of the International Conference on Business Excellence 12, no. 1 (May 1, 2018): 118-28. https://doi.org/10.2478/picbe-2018-0013.
  13. Borycki, Dawid. Programming for the Internet of Things : Using Windows 10 IoT Core and Azure IoT Suite, 2017. https://books.google.com.au/books?id=1_skDwAAQBAJ&printsec=frontcover&source=gbs_ge_summary_r&cad=0#v=onepage&q&f=false.
  14. Yildirim, Muhammed, Ugur Demiroglu, and Bilal Senol. "An In-Depth Exam of IoT, IoT Core Components, IoT Layers, and Attack Types." European Journal of Science and Technology 28 (October 16, 2021): 665-69. https://doi.org/10.31590/ejosat.1010023.
  15. Mouha, Radouan Ait. "Internet of Things (IoT)." Journal of Data Analysis and Information Processing 9, no. 2 (March 18, 2021): 77-101. https://doi.org/10.4236/jdaip.2021.92006.
  16. Khattak Hasan Ali, Munam Ali Shah, Sangeen Khan, Ihsan Ali, and Muhammad Imran. "Perception Layer Security in Internet of Things." Future Generation Computer Systems 100 (November 2019): 144-64. https://doi.org/10.1016/j.future.2019.04.038.
  17. Nizetic, Sandro, Petar Solic, Diego Lopez-de-Ipina Gonzalez-de-Artaza, and Luigi Patrono. "Internet of Things (IoT): Opportunities, Issues and Challenges towards a Smart and Sustainable Future." Journal of Cleaner Production 274 (November 2020): 122877. https://doi.org/10.1016/j.jclepro.2020.122877.
  18. Ghosh, Ashish, Debasrita Chakraborty, and Anwesha Law. "Artificial Intelligence in Internet of Things." CAAI Transactions on Intelligence Technology 3, no. 4 (December 1, 2018): 208-18. https://doi.org/10.1049/trit.2018.1008.
  19. Tai, Michael Cheng-Tek. "The Impact of Artificial Intelligence on Human Society and Bioethics." Tzu Chi Medical Journal 32, no. 4 (August 14, 2020): 339. https://doi.org/10.4103/tcmj.tcmj_71_20.
  20. Kumar, Sachin, Prayag Tiwari, and Mikhail Zymbler. "Internet of Things Is a Revolutionary Approach for Future Technology Enhancement: A Review." Journal of Big Data 6, no. 1 (December 2019). https://doi.org/10.1186/s40537-019-0268-2.
  21. Zanella, Andrea, Nicola Bui, Angelo Castellani, Lorenzo Vangelista, and Michele Zorzi. "Internet of Things for Smart Cities." IEEE Internet of Things Journal 1, no. 1 (February 2014): 22-32. https://doi.org/10.1109/jiot.2014.2306328.
  22. Khajenasiri, Iman, Abouzar Estebsari, Marian Verhelst, and Georges Gielen. "A Review on Internet of Things Solutions for Intelligent Energy Control in Buildings for Smart City Applications." Energy Procedia 111 (March 1, 2017): 770-79. https://doi.org/10.1016/j.egypro.2017.03.239.
  23. NEOM. "The Line New Wonders of the World." www.neom.com, 2022. https://www.neom.com/en-us/regions/theline.
  24. Fraga, Kaleena. "Construction Begins on 'the Line,' a 105-Mile-Long Megacity in Saudi Arabia That's Right out of a Sci-Fi Movie." All That's Interesting, 2022. https://allthatsinteresting.com/saudi-arabia-the-line.
  25. Onasanya, Adeniyi, and Maher Elshakankiri. "Smart Integrated IoT Healthcare System for Cancer Care." Wireless Networks 27, no. 6 (January 2, 2021): 4297-4312. https://doi.org/10.1007/s11276-018-01932-1.
  26. Singh, Ravi Pratap, Mohd Javaid, Abid Haleem, and Rajiv Suman. "Internet of Things (IoT) Applications to Fight against COVID-19 Pandemic." Diabetes & Metabolic Syndrome: Clinical Research & Reviews 14, no. 4 (May 2020): 521-24. https://doi.org/10.1016/j.dsx.2020.04.041.
  27. Tyagi, Sapna, Amit Agarwal, and Piyush Maheshwari. "A Conceptual Framework for IoT-Based Healthcare System Using Cloud Computing." IEEE Xplore, January 1, 2016, 503-7. https://doi.org/10.1109/CONFLUENCE.2016.7508172.
  28. Kim, Suwon, and Seongcheol Kim. "User Preference for an IoT Healthcare Application for Lifestyle Disease Management." Telecommunications Policy 42, no. 4 (May 2018): 304-14. https://doi.org/10.1016/j.telpol.2017.03.006.
  29. Ahmadi, Hossein, Goli Arji, Leila Shahmoradi, Reza Safdari, Mehrbakhsh Nilashi, and Mojtaba Alizadeh. "The Application of Internet of Things in Healthcare: A Systematic Literature Review and Classification." Universal Access in the Information Society 18 (May 4, 2018): 837-69. https://doi.org/10.1007/s10209-018-0618-4.
  30. Marengoni, Alessandra, Sara Angleman, Rene Melis, Francesca Mangialasche, Anita Karp, Annika Garmen, Bettina Meinow, and Laura Fratiglioni. "Aging with Multimorbidity: A Systematic Review of the Literature." Ageing Research Reviews 10, no. 4 (September 2011): 430-39. https://doi.org/10.1016/j.arr.2011.03.003.
  31. Branger, Jakob, and Zhibo Pang. "From Automated Home to Sustainable, Healthy and Manufacturing Home: A New Story Enabled by the Internet-of-Things and Industry 4.0." Journal of Management Analytics 2, no. 4 (October 2, 2015): 314-32. https://doi.org/10.1080/23270012.2015.1115379.
  32. Ludwig, Wolfram, Klaus-Hendrik Wolf, Christopher Duwenkamp, Nathalie Gusew, Nils Hellrung, Michael Marschollek, Markus Wagner, and Reinhold Haux. "Health-Enabling Technologies for the Elderly - an Overview of Services Based on a Literature Review." Computer Methods and Programs in Biomedicine 106, no. 2 (May 2012): 70-78. https://doi.org/10.1016/j.cmpb.2011.11.001.
  33. Granados, Jose, Tomi Westerlund, Lirong Zheng, and Zhuo Zou. "IoT platform for real-time multichannel ECG monitoring and classification with neural networks." In Research and Practical Issues of Enterprise Information Systems: 11th IFIP WG 8.9 Working Conference, CONFENIS 2017, Shanghai, China, October 18-20, 2017, Revised Selected Papers 11, pp. 181-191. Springer International Publishing, 2018.
  34. Tekeste, Temesghen, Hani Saleh, Baker Mohammad, and Mohammed Ismail. "Ultra-Low Power QRS Detection and ECG Compression Architecture for IoT Healthcare Devices." IEEE Transactions on Circuits and Systems I: Regular Papers 66, no. 2 (September 27, 2018): 669-79. https://doi.org/10.1109/tcsi.2018.2867746.
  35. Satija, Udit, Barathram Ramkumar, and M S Manikandan. "Real-Time Signal Quality-Aware ECG Telemetry System for IoT-Based Health Care Monitoring." IEEE Internet of Things Journal 4, no. 3 (June 2017): 815-23. https://doi.org/10.1109/jiot.2017.2670022.
  36. Saikumar, K., V. Rajesh, Gautam Srivastava, and Jerry Chun-Wei Lin. "Heart Disease Detection Based on Internet of Things Data Using Linear Quadratic Discriminant Analysis and a Deep Graph Convolutional Neural Network." Frontiers in Computational Neuroscience 16 (October 7, 2022). https://doi.org/10.3389/fncom.2022.964686.
  37. Mulac, Alma, Katja Taxis, Ellen Hagesaether, and Anne Gerd Granas. "Severe and Fatal Medication Errors in Hospitals: Findings from the Norwegian Incident Reporting System." European Journal of Hospital Pharmacy28, no. 1 (June 23, 2021). https://doi.org/10.1136/ejhpharm-2020-002298.
  38. John Hopkins Medicine. "Study Suggests Medical Errors Now Third Leading Cause of Death in the U.S. - 05/03/2016." Hopkinsmedicine.org, 2016. https://www.hopkinsmedicine.org/news/media/releases/study_suggests_medical_errors_now_third_leading_cause_of_death_in_the_us.
  39. Shrivastava, Akash. "Exploring the Smartwatch as a Tool for Medical Adherence." Master's thesis, 2015. https://www.diva-portal.org/smash/get/diva2:824289/FULLTEXT01.pdf.
  40. Baqir, Wasim, Kate Jones, William Horsley, Scott Barrett, David Fisher, Richard Copeland, David Campbell, and Rosemary Stephenson. "Reducing Unacceptable Missed Doses: Pharmacy Assistant-Supported Medicine Administration." International Journal of Pharmacy Practice 23, no. 5 (January 28, 2015): 327-32. https://doi.org/10.1111/ijpp.12172.
  41. Serdaroglu, Kemal, Gamze Uslu, and Sebnem Baydere. "Medication Intake Adherence with Real Time Activity Recognition on IoT." In IEEE Xplore, 230-37, 2015. https://doi.org/10.1109/WiMOB.2015.7347966.
  42. Dillner, Joakim. "Early Detection and Prevention." Molecular Oncology 13, no. 3 (March 1, 2019): 591-98. https://doi.org/10.1002/1878-0261.12459.
  43. Jagadeeswari, V., V. Subramaniyaswamy, R. Logesh, and V. Vijayakumar. "A Study on Medical Internet of Things and Big Data in Personalized Healthcare System." Health Information Science and Systems 6, no. 1 (September 20, 2018). https://doi.org/10.1007/s13755-018-0049-x.
  44. Sareen, Sanjay, Sandeep K. Sood, and Sunil Kumar Gupta. "Secure Internet Of Things-Based Cloud Framework To Control Zika Virus Outbreak." International Journal of Technology Assessment in Health Care 33, no. 1 (2017): 11-18. https://doi.org/10.1017/s0266462317000113.
  45. Nasajpour, Mohammad, Seyedamin Pouriyeh, Reza M. Parizi, Mohsen Dorodchi, Maria Valero, and Hamid R. Arabnia. "Internet of Things for Current COVID-19 and Future Pandemics: An Exploratory Study." Journal of Healthcare Informatics Research 4, no. 4 (November 12, 2020): 325-64. https://doi.org/10.1007/s41666-020-00080-6.
  46. Kollu, Praveen Kumar, Kailash Kumar, Pravin R. Kshirsagar, Saiful Islam, Quadri Noorulhasan Naveed, Mohammad Rashid Hussain, and Venkatesa Prabhu Sundramurthy. "Development of Advanced Artificial Intelligence and IoT Automation in the Crisis of COVID-19 Detection." Journal of Healthcare Engineering 2022 (March 2, 2022): e1987917. https://doi.org/10.1155/2022/1987917.
  47. CDC. "Coronavirus Disease 2019 (COVID-19) - Symptoms." Mayo Clinic, March 22, 2020. https://www.CDC.gov/coronavirus/2019-ncov/symptoms-testing/symptoms.html.
  48. Handley, Rich. "How IoT Sensors Can Help Detect and Control Contagious Diseases." RFID JOURNAL, June 21, 2020. https://www.rfidjournal.com/how-iot-sensors-can-help-detect-and-control-contagious-diseases.
  49. Mohammed, M, Nurul Hazairin, S Al-Zubaidi, Safinaz Mustapha, and Eddy Yusuf. "TOWARD a NOVEL DESIGN for CORONAVIRUS DETECTION and DIAGNOSIS SYSTEM USING IOT BASED DRONE TECHNOLOGY." International Journal of Psychosocial Rehabilitation 24, no. 7 (2020a):
  50. Mohammed , M, Halim Syamsudin, S Al-Zubaidi, Rusyaizila Ramli, and Eddy Yusuf. "NOVEL COVID-19 DETECTION and DIAGNOSIS SYSTEM USING IOT BASED SMART HELMET." International Journal of Psychosocial Rehabilitation 24, no. 7 (2020b):
  51. Ruktanonchai, Nick Warren, Corrine Warren Ruktanonchai, Jessica Rhona Floyd, and Andrew J. Tatem. "Using Google Location History Data to Quantify Fine-Scale Human Mobility." International Journal of Health Geographics 17, no. 28 (July 27, 2018): 1-13. https://doi.org/10.1186/s12942-018-0150-z. 
  52. Ghosh, Shona. "Police in China, Dubai, and Italy Are Using These Surveillance Helmets to Scan People for COVID-19 Fever as They Walk Past and It May Be Our Future Normal." Business Insider, 2020. https://www.businessinsider.com/coronavirus-italy-holland-china-temperature-scanning-helmets-2020-5.
  53. Haleem, Abid, Mohd Javaid, Raju Vaishya, and S.G. Deshmukh. "Areas of Academic Research with the Impact of COVID-19." The American Journal of Emergency Medicine 38, no. 7 (April 2020): 1524-26. https://doi.org/10.1016/j.ajem.2020.04.022.
  54. Chamola, Vinay, Vikas Hassija, Vatsal Gupta, and Mohsen Guizani. "A Comprehensive Review of the COVID-19 Pandemic and the Role of IoT, Drones, AI, Blockchain and 5G in Managing Its Impact." IEEE Access 8 (2020): 1-1. https://doi.org/10.1109/access.2020.2992341.
  55. Pennic, Fred. "'Pandemic Drone' Could Detect Virus Symptoms like COVID-19 in Crowds." hitconsultant.net, 2020. https://hitconsultant.net/2020/03/27/pandemic-drone-could-detect-virus-symptoms-like-covid-19-in-crowds/.
  56. Gatsis, K, and G J Pappas. "Poster Abstract: Wireless Control for the IoT: Power, Spectrum, and Security Challenges." In 2017 IEEE/ACM Second International Conference on InternetofThings Design and Implementation (IoTDI), 341-42, 2017.
  57. Babovic, Zoran B., Jelica Protic, and Veljko Milutinovic. "Web Performance Evaluation for Internet of Things Applications." IEEE Access 4 (2016): 6974-92. https://doi.org/10.1109/access.2016.2615181.
  58. Perwej , Y, Nikhat Akhtar, Neha Kulshrestha, and Pavan Mishra. "A Methodical Analysis of Medical Internet of Things (MIoT) Security and Privacy in Current and Future Trends." Journal of Emerging Technologies and Innovative Research 9 (January 22, 2022): 346-71. https://doi.org/10.6084/m9.figshare.JETIR2201346.
  59. IBM. "Cost of a Data Breach Report 2020 2 Contents," 2020. https://www.ibm.com/security/digital-assets/cost-data-breachreport/1Cost%20of%20a%20Data%20Breach%20Report%202020.pdf.
  60. Xu, Yanchen, Daniel Tran, Yuan Tian, and Homa Alemzadeh. "Analysis of Cyber-Security Vulnerabilities of Interconnected Medical Devices." In IEEE Xplore, 23-24, 2019. https://doi.org/10.1109/CHASE48038.2019.00017.
  61. Davenport, Thomas, and Ravi Kalakota. "The Potential for Artificial Intelligence in Healthcare." Future Healthcare Journal 6, no. 2 (June 2019): 94-98. https://doi.org/10.7861/futurehosp.6-2-94.
  62. Davenport, Thomas H, and Keith J Dreyer. "AI Will Change Radiology, but It Won't Replace Radiologists." Harvard Business Review, 2018. https://hbr.org/2018/03/ai-will-change-radiology-but-it-wont-replace-radiologists.