Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Bücher
Zeitschriften
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
SLX-Digitalkonferenz: Zukunftswerkstatt 2024

Mehr Umsatz mit Top-Kontakten

Am 7. Mai erfahren Sie, wie Vertriebsteams Leadgenerierung, Leadnurturing und Leadstrategien effizient steuern können.
Erweiterte Suche
Anmelden
nach oben
Erschienen in:
The Convergence of Digital Twin, IoT, and Machine Learning: Transforming Data into Action Kapitel lesen Erstes Kapitel lesen

2020 | OriginalPaper | Buchkapitel

Health Care in the Cyberspace: Medical Cyber-Physical System and Digital Twin Challenges

verfasst von : Jaime Ibarra Jimenez, Hamid Jahankhani, Stefan Kendzierskyj

Erschienen in: Digital Twin Technologies and Smart Cities

Verlag: Springer International Publishing

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Cyber-Physical Systems and Digital Twins are commonly used today in the industrial sector, and the healthcare sector is keen to implement these technological solutions to enhance their capabilities and offer better services for patient care provision. In fact, the adoption of Wireless Body Area Networks (WBAN) based on IoT along with cloud computing systems has led to the development of new methodologies to monitor and treat patients. However, the adoption of the new technologies comes with several challenges in terms of performance and security. Considering that, WBAN can be wearable or implanted under the skin, and the overall concept leads to several cybersecurity challenges that would require deeper investigation. This chapter presents an analysis of the impact that WBAN has on health care. It also provides some definitions of Medical Cyber-Physical Systems (MCPSs) and Digital Twins along with technological enablers such as cloud and IoT.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Jetzt informieren
Vorheriges Kapitel Information Sharing in Sustainable Value Chain Network (SVCN)––The Perspective of Transportation in Cities
Nächstes Kapitel Present Scenarios of IoT Projects with Security Aspects Focused
Literatur
1.
Lee, I., Sokolsky, O., Chen, S., Hatcliff, J., Jee, E., Kim, B., King, A., Mullen-Fortino, M., Park, S., Roederer, A., Venkatasubramanian, K.K.: Challenges and research directions in medical cyber–physical systems. Proc. IEEE 100(1), 75–90 (2012)CrossRef
2.
Movassaghi, S., Abolhasan, M., Lipman, J., Smith, D., Jamalipour, A.: Wireless body area networks: a survey. IEEE Commun. Surv. Tutor. 16(3), 1658–1686 (2014)CrossRef
3.
Kocabas, O., Soyata, T., Aktas, M.K.: Emerging security mechanisms for medical cyber physical systems. IEEE/ACM Trans. Comput. Biol. Bioinform. 13(3), 401–416 (2016)CrossRef
4.
Cavallari, R., Martelli, F., Rosini, R., Buratti, C., Verdone, R.: A survey on wireless body area networks: technologies and design challenges. IEEE Commun. Surv. Tutor. 16(3), 1635–1657 (2014)CrossRef
5.
Anwar, M., Abdullah, A.H., Qureshi, K.N., Majid, A.H.: Wireless body area networks for healthcare applications: an overview. Telkomnika 15(3), 1088–1095 (2017)CrossRef
6.
Babu, S., Chandini, M., Lavanya, P., Ganapathy, K., Vaidehi, V.: Cloud-enabled remote health monitoring system. In: 2013 International Conference on Recent Trends in Information Technology (ICRTIT), pp. 702–707. IEEE (2013)
7.
Soyata, T., Muraleedharan, R., Funai, C., Kwon, M., Heinzelman, W.: Cloud-vision: real-time face recognition using a mobile-cloudlet-cloud acceleration architecture. In: 2012 IEEE Symposium on Computers and Communications (ISCC), pp. 000059–000066. IEEE (2012)
8.
Powers, N., Alling, A., Osolinsky, K., Soyata, T., Zhu, M., Wang, H., Ba, H., Heinzelman, W., Shi, J., Kwon, M.: The cloudlet accelerator: bringing mobile-cloud face recognition into real-time. In: 2015 IEEE Globecom Workshops (GC Wkshps), pp. 1–7. IEEE (2015)
9.
Mao, Y., Chen, Y., Hackmann, G., Chen, M., Lu, C., Kollef, M., Bailey, T.C.: Medical data mining for early deterioration warning in general hospital wards. In: 2011 IEEE 11th International Conference on Data Mining Workshops (ICDMW), pp. 1042–1049. IEEE (2011)
10.
Kocabaş, Ö., Soyata, T.: Medical data analytics in the cloud using homomorphic encryption. In: Handbook of Research on Cloud Infrastructures for Big Data Analytics, pp. 471–488. IGI Global (2014)
11.
Nalinipriya, G., Kumar, R.A.: Extensive medical data storage with prominent symmetric algorithms on cloud-a protected framework. In: 2013 IEEE International Conference on Smart Structures and Systems (ICSSS), pp. 171–177. IEEE (2013)
12.
Hani, A.F.M., Paputungan, I.V., Hassan, M.F., Asirvadam, V.S., Daharus, M.: Development of private cloud storage for medical image research data. In: 2014 International Conference on Computer and Information Sciences (ICCOINS), pp. 1–6. IEEE (2014)
13.
Barbash, G.I., Glied, S.A.: New technology and health care costs—the case of robot-assisted surgery. N. Engl. J. Med. 363(8), 701–704 (2010)CrossRef
14.
Brenner, B., Hummel, V.: Digital twin as enabler for an innovative digital shopfloor management system in the ESB logistics learning factory at Reutlingen-university. Procedia Manuf. 9, 198–205 (2017)CrossRef
15.
Bruynseels, K., Santoni de Sio, F., van den Hoven, J.: Digital twins in health care: ethical implications of an emerging engineering paradigm. Front. Genet. 9, 31 (2018)CrossRef
16.
Uhlemann, T.H.J., Schock, C., Lehmann, C., Freiberger, S., Steinhilper, R.: The digital twin: demonstrating the potential of real time data acquisition in production systems. Procedia Manuf. 9, 113–120 (2017)CrossRef
17.
Uhlemann, T.H.J., Lehmann, C., Steinhilper, R.: The digital twin: realizing the cyber-physical production system for industry 4.0. Procedia CIRP 61, 335–340 (2017)CrossRef
18.
Qureshi, K.N., Abdullah, A.H., Anwar, R.W.: The evolution in health care with information and communication technologies. In: Proceeding of 2nd International Conference of Applied Information and Communications Technology-2014. Elsevier, Oman (2014)
19.
Ullah, S., Khan, P., Ullah, N., Saleem, S., Higgins, H., Kwak, K.S.: A review of wireless body area networks for medical applications (2010). arXiv:​1001.​0831
20.
Mukhopadhyay, S.C.: Wearable sensors for human activity monitoring: a review. IEEE Sens. J. 15(3), 1321–1330 (2015)CrossRef
21.
Parkka, J., Ermes, M., Korpipaa, P., Mantyjarvi, J., Peltola, J., Korhonen, I.: Activity classification using realistic data from wearable sensors. IEEE Trans. Inf Technol. Biomed. 10(1), 119–128 (2006)CrossRef
22.
Winkley, J., Jiang, P., Jiang, W.: Verity: an ambient assisted living platform. IEEE Trans. Consum. Electron. 58(2) (2012)CrossRef
23.
Leonov, V.: Thermoelectric energy harvesting of human body heat for wearable sensors. IEEE Sens. J. 13(6), 1–8 (2013)CrossRef
24.
W H Organization. Global report on diabetes (2016)
25.
Schwiebert, L., Gupta, S.K., Weinmann, J.: Research challenges in wireless networks of biomedical sensors. In: Proceedings of the 7th Annual International Conference on Mobile Computing and Networking, pp. 151–165. ACM (2001)
26.
Regehr, C., Glancy, D., Pitts, A., LeBlanc, V.R.: Interventions to reduce the consequences of stress in physicians: a review and meta-analysis. J. Nerv. Ment. Dis. 202(5), 353–359 (2014)CrossRef
27.
Cassel, J.: Physical illness in response to stress. In: Social Stress, pp. 189–209. Routledge (2017)
28.
Milenković, A., Otto, C., Jovanov, E.: Wireless sensor networks for personal health monitoring: issues and an implementation. Comput. Commun. 29(13–14), 2521–2533 (2006)CrossRef
29.
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)CrossRef
30.
Zhou, H., Hu, H.: Human motion tracking for rehabilitation—A survey. Biomed. Signal Process. Control 3(1), 1–18 (2008)CrossRef
31.
High Confidence Software and Systems Coordinating Group, B High-confidence medical devices: Cyber-physical systems for 21st century health care. A research and development needs report, NCO/NITRD (2009)
32.
Goodman, C.: Food and Drug Administration Center for Devices and Radiological Health (1988)
33.
Alexander, K., Clarkson, P.J.: Good design practice for medical devices and equipment, Part II: design for validation. J. Med. Eng. Technol. 24(2), 53–62 (2000)CrossRef
34.
Ackerman, M.J., Filart, R., Burgess, L.P., Lee, I., Poropatich, R.K.: Developing next-generation telehealth tools and technologies: patients, systems, and data perspectives. Telemed. e-Health 16(1), 93–95 (2010)CrossRef
35.
Halperin, D., Heydt-Benjamin, T.S., Fu, K., Kohno, T., Maisel, W.H.: Security and privacy for implantable medical devices. IEEE Pervasive Comput. 1, 30–39 (2008)CrossRef
36.
Arney, D., Venkatasubramanian, K.K., Sokolsky, O., Lee, I.: Biomedical devices and systems security. In: 2011 Annual International Conference of the Engineering in Medicine and Biology Society, EMBC, pp. 2376–2379. IEEE (2011)
37.
Venkatasubramanian, K.K., Gupta, S.K.S., Jetley, R.P., Jones, P.L.: Interoperable medical devices. IEEE Pulse 1(2), 16–27 (2010)CrossRef
38.
Denning, T., Fu, K., Kohno, T.: Absence makes the heart grow fonder: new directions for implantable medical device security. In: HotSec (2008)
39.
Kifayat, K., Merabti, M., Younis, Y.A.: Secure Cloud Computing for Critical Infrastructure: A Survey (2012)
40.
Subashini, S., Kavitha, V.: A survey on security issues in service delivery models of cloud computing. J. Netw. Comput. Appl. 34(1), 1–11 (2011)CrossRef
41.
Ficco, M., Rak, M.: Stealthy denial of service strategy in cloud computing. IEEE Trans. Cloud Comput. 3(1), 80–94 (2015)CrossRef
42.
Sankar, K., Kannan, S., Jennifer, P.: On-demand security architecture for cloud computing. Middle-East J. Sci. Res. 20(2), 241–246 (2014)
43.
Liu, B., Bi, J., Vasilakos, A.V.: Toward incentivizing anti-spoofing deployment. IEEE Trans. Inf. Forensics Secur. 9(3), 436–450 (2014)CrossRef
44.
Ali, M., Khan, S.U., Vasilakos, A.V.: Security in cloud computing: opportunities and challenges. Inf. Sci. 305, 357–383 (2015)MathSciNetCrossRef
45.
Fernandes, D.A., Soares, L.F., Gomes, J.V., Freire, M.M., Inácio, P.R.: Security issues in cloud environments: a survey. Int. J. Inf. Secur. 13(2), 113–170 (2014)CrossRef
46.
Hashizume, K., Rosado, D.G., Fernndez-Medina, E., Fernandez, E.B.: An analysis of security issues for cloud computing. J. Internet Serv. Appl. 4(1), 1–13 (2013)CrossRef
47.
Bilal, K., Malik, S.U.R., Khan, S.U., Zomaya, A.Y.: Trends and challenges in cloud data centers. IEEE Cloud Comput. Mag. 1(1), 10–20 (2014)CrossRef
48.
Neng-Hai, Y., Hao, Z., Xu, J., Zhang, W., Zhang, C.: Review of cloud computing security. Acta Electron. Sinica 41(2), 371–381 (2013)
49.
Gonzalez, N., Miers, C., Redigolo, F., Simplicio, M., Carvalho, T., Näslund, M., Pourzandi, M.: A quantitative analysis of current security concerns and solutions for cloud computing. J. Cloud Comput. Adv. Syst. Appl. 1(1), 11 (2012)CrossRef
50.
Szefer, J., Keller, E., Lee, R.B., Rexford, J.: Eliminating the hypervisor attack surface for a more secure cloud. In: Proceedings of the 18th ACM Conference on Computer and Communications Security, pp. 401–412. ACM (2011)
51.
Wei, L., Zhu, H., Cao, Z., Dong, X., Jia, W., Chen, Y., Vasilakos, A.V.: Security and privacy for storage and computation in cloud computing. Inf. Sci. 258, 371–386 (2014)CrossRef
52.
Wang, C., Wang, Q., Ren, K., Cao, N., Lou, W.: Toward secure and dependable storage services in cloud computing. IEEE Trans. Serv. Comput. 5(2), 220–232 (2012)CrossRef
53.
54.
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)CrossRef
55.
Zia, T., Zomaya, A.: Security issues in wireless sensor networks. In: Proceedings of the IEEE International Conference on Systems and Networks Communications, October 2006, p. 40 (2006)
56.
Wang, Y., Attebury, G., Ramamurthy, B.: A survey of security issues in wireless sensor networks (2006)CrossRef
Metadaten
Titel
Health Care in the Cyberspace: Medical Cyber-Physical System and Digital Twin Challenges
verfasst von
Jaime Ibarra Jimenez
Hamid Jahankhani
Stefan Kendzierskyj
Copyright-Jahr
2020
Buch
Digital Twin Technologies and Smart Cities

Print ISBN: 978-3-030-18731-6

Electronic ISBN: 978-3-030-18732-3

Copyright-Jahr: 2020

DOI
https://doi.org/10.1007/978-3-030-18732-3_6

Neuer Inhalt

    Bildnachweise