The Internet of Things Based Healthcare (HIoT): Networks, Technologies, Applications, and Challenges
محورهای موضوعی : Majlesi Journal of Telecommunication Devices
1 - Arak University of Technology, Arak, Iran.
کلید واژه: Internet of Things, HIoT, IoT, Healthcare,
چکیده مقاله :
The Internet of Things (IoT) is an almost new technology in which different things are connected to the Internet and are available anytime and anywhere. The Internet of Things has many uses, including smart cities, smart industries, smart health, etc., and therefore, has attracted a lot of attention. One of the most interesting uses of IoT can be mentioned in the field of healthcare, which in addition to attracting the attention of patients and medical staff, has also interested industries and researchers. The use of the Internet of things in the healthcare’s field provides the possibility of remote monitoring of health parameters, early diagnosis, easy access to patient data, and improving the quality of medical services. This paper examines IoT-based healthcare (HIoT) systems. The HIoT network is described in terms of topology and architecture. Also, new technologies used or have the potential to be used in these systems have been examined. Then, IoT services and applications in healthcare are described. After reviewing IoT-based treatment systems from different aspects, the challenges in the development process of these systems are expressed as open issue and researched topics for further studies.
[1] J. Höller, V. Tsiatsis, C. Mulligan, S. Karnouskos, S. Avesand, and D. Boyle, “From machine-to-machine to the Internet of Things: introduction to a new age of,” intelligence, 2014.
[2] G. Kortuem, F. Kawsar, D. Fitton, and V. Sundramoorthy, ‘‘Smart objects as building blocks for the Internet of Things,’’ IEEE Internet Computing., Vol. 14, No.1, pp. 44–51, 2010.
[3] K. Romer, B. Ostermaier, F. Mattern, M. Fahrmair, and W. Kellerer, ‘‘Real-time search for real-world entities: A survey,’’ Proceeding of the IEEE, Vol. 98, No. 11, pp. 1887–1902, 2010.
[4] D. Guinard, V. Trifa, and E. Wilde, ‘‘A resource oriented architecture for the Web of Things,’’ in proceeding of IEEE Internet Things (IoT), pp. 1–8, November. 2010.
[5] L. Tan, and N. Wang, ‘‘Future Internet: the Internet of Things,’’ in proceeding 3rd IEEE International Conference on Advanced Computer Theory and Engineering (ICACTE), Vol. 5, pp. V5-376–V5-380, August 2010.
[6] I. Lee, K. Lee, “The Internet of Things (IoT): applications, investments, and challenges for enterprises,” Business Horizons, Vol. 58, No.4, pp. 431-440, 2015.
[7] Z. Pang, ‘‘Technologies and architectures of the Internet-of-Things (IoT) for health and well-being,’’ M.S. thesis, Department of Electronic and Computer Systems, KTH-Roy Institute of Technology, Stockholm, Sweden, 2013.
[8] Y. I. N. Yuehong, Y. Zeng, X. Chen, Y. Fan, “The Internet of Things in healthcare: an overview,” Journal of Industrial Information Integration, Vol. 1, pp. 3-13, 2016.
[9] H. Habibzadeh, K. Dinesh, O. R. Shishvan, A. Boggio-Dandry, G. Sharma, T. Soyata, “A survey of healthcare Internet of Things (HIoT): A clinical perspective,” IEEE Internet of Things Journal, Vol. 7, No. 1, pp. 53-71, 2019.
[10] M. M. Dhanvijay, S. C Patil, “Internet of Things: a survey of enabling technologies in healthcare and its applications,” Computer Networks, Vol. 153, pp. 113-131, 2019.
[11] A. Ahad, M. Tahir, K. L. A. Yau, “5G-based smart healthcare network: architecture, taxonomy, challenges and future research directions,” IEEE Access, Vol. 7, pp. 100747–100762, 2019.
[12] M. N. Birje and S. S. Hanji, “Internet of Things based distributed healthcare systems: a review,” Journal of Data, Information and Management, Vol. 2, 2020.
[13] K. T. Kadhim, “An overview of patient’s health status monitoring system based on Internet of Things (IoT),” Wireless Personal Communications, Vol. 14, pp. 1–28, 2020.
[14] B. Oryema, “Design and implementation of an interoperable messaging system for IoT healthcare services,” in proceedings of the 14th IEEE Annual Consumer Communications & Networking Conference (CCNC), pp. 45–52, 2017.
[15] M. M. Alam, H. Malik, M. I. Khan, T. Pardy, A. Kuusik, Y. Le Moullec, “A survey on the roles of communication technologies in IoT-based personalized healthcare applications,” IEEE Access, Vol. 6, pp. 36611-36631, 2018.
[16] F. Firouzi, K. Chakrabarty, S. Nassif, “Intelligent Internet of Things: From Device to Fog and Cloud,” Springer Nature, 2020
[17] V. E. Balas, V. K. Solanki, R. Kumar, “Internet of Things and Big Data Applications: Recent Advances and Challenges,” 2020
[18] A. A. Rizvanov, B. K. Singh, P. Ganasala, “Advances in Biomedical Engineering and Technology,” 2021.
[19] L. M. Dang, M. Piran, D. Han, K. Min, H. Moon, “A survey on internet of things and cloud computing for healthcare,” Electronics, Vol. 8, No. 7, pp. 768, 2019
[20] H. A. Al-Kashoash, A. H. Kemp, “Comparison of 6LoWPAN and LPWAN for the Internet of Things,” Australian Journal of Electrical and Electronics Engineering, Vol. 13, No. 4, pp. 268-274, 2016.
[21] T. Gomes, F. Salgado, S. Pinto, J. Cabral, A. Tavares, “A 6LoWPAN accelerator for Internet of Things endpoint devices,” IEEE Internet of Things Journal, Vol. 5, No. 1, pp. 371-377, 2017
[22] J. L. Lee, Y. Y. Tyan, M. H. Wen, Y. W. Wu, “Development of an IoT-based bridge safety monitoring system” in proceeding of the IEEE International Conference on Applied System Innovation (ICASI), pp. 84-86, 2017.
[23] J. Arndt, F. Krause, R. Wunderlich, S. Heinen, “Development of a 6LoWPAN sensor node for IoT based home automation networks,” in proceeding of the IEEE International Conference on Research and Education in Mechatronics (REM), pp. 1-4, 2017.
[24] What is cloud computing, [online], Available: https://azure.microsoft.com/en-us/overview/what-is-cloud-computing/
[25] S. R. Islam, D. Kwak, M. H. Kabir, M. Hossain, K. S. Kwak, “The internet of things for health care: a comprehensive survey,” IEEE Access, Vol. 3, pp. 678-708, 2015.
[26] What is grid computing, [online] , Available: https://azure.microsoft.com/en-in/overview/what-is-grid-computing/
[27] What is big data, [online], Available: https://www.ibm.com/analytics/hadoop/big-data-analytics
[28] B. Pradhan, S. Bhattacharyya, K. Pal, “IoT-based applications in healthcare devices,” Journal of Healthcare Engineering, 2021.
[29] J. C. Augusto, “Ambient intelligence: Basic concepts and applications,” in proceeding of the Springer International Conference on Software and Data Technologies, pp. 16-26, 2006.
[30] What is augmented reality, [online], Available: https://www.livescience.com/34843-augmented-reality.html
[31] E. I. Konstantinidis, P. E. Antoniou, G. Bamparopoulos, P. D. Bamidis, “A lightweight framework for transparent cross platform communication of controller data in ambient assisted living environments,” Information Sciences, Vol. 300, pp. 124-139, 2015.
[32] D. De Venuto, V. F. Annese, A. L. Sangiovanni-Vincentelli, “The ultimate IoT application: A cyber-physical system for ambient assisted living,” in proceeding of the IEEE International Symposium on Circuits and Systems (ISCAS), pp. 2042-2045, 2016.
[33] S. P. Erdeniz, I. Maglogiannis, A. Menychtas, A. Felfernig, T. N. T. Tran, “Recommender systems for IoT enabled m-health applications,” in proceeding of the Springer IFIP International Conference on Artificial Intelligence Applications and Innovations, pp. 227-237, 2018.
[34] S. Jabbar, F. Ullah, S. Khalid, M. Khan, K. Han, “Semantic interoperability in heterogeneous IoT infrastructure for healthcare,” Wireless Communications and Mobile Computing, 2017.
[35] D. Singh, G. Tripathi, A. M. Alberti, A. Jara, “Semantic edge computing and IoT architecture for military health services in battlefield,” in proceeding of the 14th IEEE Annual Consumer Communications & Networking Conference (CCNC), pp. 185-190, 2017.
[36] A. Kelati, I. B. Dhaou, H. Tenhunen, “Bio-signal monitoring platform using Wearable IoT,” in proceedings of the 22nd Conference of Open Innovations Association FRUCT, pp. 9-13, 2018.
[37] What is cognitive computing, [online], Available: https://searchenterpriseai.techtarget.com/definition/cognitive-computing
[38] What is blockchain, [online], Available: https://www.ibm.com/topics/what-is-blockchain
[39] M. Nofer, P. Gomber, O. Hinz, D. Schiereck, “Blockchain,” Business and Information Systems Engineering, Vol. 59, No.3 pp. 183-187, 2017.
[40] Z. Zheng, S. Xie, H. Dai, X. Chen, X., H. Wang, “An overview of blockchain technology: architecture, consensus, and future trends,” in proceeding of the IEEE International Congress on Big Data (Big Data congress), pp. 557-564, 2017.
[41] T. Kumar, V. Ramani, I. Ahmad, A. Braeken, E. Harjula, M. Ylianttila, “Blockchain utilization in healthcare: key requirements and challenges,” in proceeding of the IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom), pp. 1-7, 2018.
[42] P. K. Dash, ‘‘Electrocardiogram monitoring,’’ Indian Journal of Anaesth, Vol. 46, No. 4, pp. 251–260, 2002.
[43] A. J. Jara, M. A. Zamora, A. F. Skarmeta, ‘‘Knowledge acquisition and management architecture for mobile and personal health environments based on the Internet of Things,’’ in proceeding of the IEEE 12th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), pp. 1811–1818, 2012,
[44] M. F. A. Rasid et al., ‘‘Embedded gateway services for Internet of Things applications in ubiquitous healthcare,’’ in proceeding of the 2nd International Conference on Information and Communication Technology (ICoICT), pp. 145–148, 2014.
[45] Z. Jian, W. Zhanli, M. Zhuang, ‘‘Temperature measurement system and method based on home gateway,’’ Chinese Patent 102 811 185 A, Dec. 5, 2012.
[46] Z.L. In, ‘‘Patient body temperature monitoring system and device based on Internet of Things,’’ Chinese Patent 103 577 688 A, Feb. 12, 2014.
[47] R. S. H. Istepanian, S. Hu, N. Y. Philip, A. Sungoor, ‘‘The potential of Internet of m-health Things ‘m-IoT’ for non-invasive glucose level sensing,’’ in proceeding of IEEE Annual International Conference of Engineering in Medicine and Biology Society (EMBC), pp. 5264–5266, 2011.
[48] L.Wei, Y. Heng, and W.Y. Lin, ‘‘Things based wireless data transmission of blood glucose measuring instruments,’’ Chinese Patent 202 154 684 U, Mar. 7, 2012.
[49] . R. Dohr, M. Modre-Opsrian, D. Drobics, D. Hayn, G. Schreier, ‘‘The Internet of Things for ambient assisted living,’’ in proceeding of the 7th International Conference of Information Technology: New Generations (ITNG), pp. 804–809, 2010
[50] L. M. R. Tarouco et al., ‘‘Internet of Things in healthcare: Interoperatibility and security issues,’’ in proceeding of the IEEE International Conference on Communications (ICC), pp. 6121–6125. 2012
[51] T. J. Xin, B. Min, J. Jie, ‘‘Carry-on blood pressure/pulse rate/blood oxygen monitoring location intelligent terminal based on Internet of Things,’’ Chinese Patent 202 875 315 U, Apr. 17, 2013.
[52] H. A. Khattak, M. Ruta, E. Di Sciascio, ‘‘CoAP-based healthcare sensor networks: A survey,’’ in proceeding of the 11th International Bhurban Conference on Applied Science and Technology (IBCAST), pp. 499–503, 2014.
[53] E. C. Larson, M. Goel, M. Redfield, G. Boriello, M. Rosenfeld, S. N. Patel, ‘‘Tracking lung function on any phone,’’ in proceeding of the 3rd ACM Symposium on Computing for Development, pp. 1-2, 2013.
[54] Y. J. Fan, Y. H. Yin, L. D. Xu, Y. Zeng, F. Wu, ‘‘IoT-based smart rehabilitation system,’’ IEEE Transactions on Industrial Information, Vol. 10, No. 2, pp. 1568–1577, 2014.
[55] Y. Yue-Hong, F. Wu, F.Y. Jie, L. Jian, X. Chao, Z. Yi, ‘‘Remote medical rehabilitation system in smart city,’’ Chinese Patent 103 488 880 A, Jan. 1, 2014.
[56] Z. Pang, J. Tian, and Q. Chen, ‘‘Intelligent packaging and intelligent medicine box for medication management towards the Internet-of-Things,’’ in proceeding of the 16th International Conference on Advanced Communication Technology (ICACT), pp. 352–360, 2014.
[57] V. M. Rohokale, N.R. Prasad, R. Prasad, ‘‘A cooperative Internet of Things (IoT) for rural healthcare monitoring and control,’’ in proceeding of the International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace and Electronic System Technology (Wireless VITAE), pp. 1–6, 2011.
[58] I. Laranjo, J. Macedo, and A. Santos, ‘‘Internet of Things for medication control: E-health architecture and service implementation,’’ International Journal of Reliable and Quality E-Healthcare, Vol. 2, No. 3, pp. 1–15, 2013.
[59] Dr. Hawking’s Connected Wheelchair Project. [Online]. Available: http://www.intel.co.kr/content/www/kr/ko/internet-of-things/videos/drhawkings-connected-wheelchair-video.html
[60] A. S. M. Mosa, I. Yoo, and L. Sheets, ‘‘A systematic review of healthcare applications for smartphones,’’ BMC Medical Informatics and Decision Making, Vol. 12, pp. 67, 2012.
[61] Cisco Survey IoT Projects. Available online: https://newsroom.cisco.com/press-release-content?articleId=1847422
[62] N. Sultan, “Making use of cloud computing for healthcare provision: Opportunities and challenges,” International Journal of Information Management, Vol. 34, No. 2, pp. 177-184, 2014
