Skip to main content
Top
Published in: Peer-to-Peer Networking and Applications 5/2019

12-03-2019

Fog computing for assisting and tracking elder patients with neurodegenerative diseases

Authors: Iván García-Magariño, José Varela-Aldas, Guillermo Palacios-Navarro, Jaime Lloret

Published in: Peer-to-Peer Networking and Applications | Issue 5/2019

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

U.S. hospitals transmit and manage great amounts of information with the avenue of Internet of things. This work departs from a real need detected by healthcare centers and hospitals in U.S., Spain and Ecuador. This work focuses on the application of fog computing for obtaining an app rich in visual content that will not overload U.S. hospital infrastructures even if it was used massively. The simulation results showed that the proposed fog-based approach could support a regular use (one day out of three on average) by 1% of patients of one of the most common neurodegenerative diseases in 14 states in U.S (i.e. 36,400 patients in total) with only a traffic of 528 KB per day on average when using one hospital per state.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

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!

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!

Literature
1.
go back to reference Sodhro AH, Pirbhulal S, Sangaiah AK (2018) Convergence of IoT and product lifecycle management in medical health care. Futur Gener Comput Syst 86:380–391CrossRef Sodhro AH, Pirbhulal S, Sangaiah AK (2018) Convergence of IoT and product lifecycle management in medical health care. Futur Gener Comput Syst 86:380–391CrossRef
2.
go back to reference Farahani B, Firouzi F, Chang V, Badaroglu M, Constant N, Mankodiya K (2018) Towards fog-driven IoT eHealth: Promises and challenges of IoT in medicine and healthcare. Futur Gener Comput Syst 78:659–676CrossRef Farahani B, Firouzi F, Chang V, Badaroglu M, Constant N, Mankodiya K (2018) Towards fog-driven IoT eHealth: Promises and challenges of IoT in medicine and healthcare. Futur Gener Comput Syst 78:659–676CrossRef
3.
go back to reference Collotta M, Pau G, Costa DG (2018) A fuzzy-based approach for energy-efficient Wi-Fi communications in dense wireless multimedia sensor networks. Comput Netw 134:127–139CrossRef Collotta M, Pau G, Costa DG (2018) A fuzzy-based approach for energy-efficient Wi-Fi communications in dense wireless multimedia sensor networks. Comput Netw 134:127–139CrossRef
4.
go back to reference Sendra S, Parra L, Lloret J, Tomás J (2018) Smart system for children’s chronic illness monitoring. Inf Fusion 40:76–86CrossRef Sendra S, Parra L, Lloret J, Tomás J (2018) Smart system for children’s chronic illness monitoring. Inf Fusion 40:76–86CrossRef
5.
go back to reference Lloret J, Parra L, Taha M, Tomás J (2017) An architecture and protocol for smart continuous eHealth monitoring using 5G. Comput Netw 129:340–351CrossRef Lloret J, Parra L, Taha M, Tomás J (2017) An architecture and protocol for smart continuous eHealth monitoring using 5G. Comput Netw 129:340–351CrossRef
6.
go back to reference Kao H-Y, Wei C-W, Yu M-C, Liang T-Y, Wu W-H, Wu YJ (2018) Integrating a mobile health applications for self-management to enhance telecare system. Telematics Inform 35(4):815–825CrossRef Kao H-Y, Wei C-W, Yu M-C, Liang T-Y, Wu W-H, Wu YJ (2018) Integrating a mobile health applications for self-management to enhance telecare system. Telematics Inform 35(4):815–825CrossRef
7.
go back to reference Rahmani AM, Gia TN, Negash B , Anzanpour A, Azimi I, Jiang M, Liljeberg P (2018) Exploiting smart e-health gateways at the edge of healthcare Internet-of-things: a fog computing approach. Futur Gener Comput Syst 78:641–658CrossRef Rahmani AM, Gia TN, Negash B , Anzanpour A, Azimi I, Jiang M, Liljeberg P (2018) Exploiting smart e-health gateways at the edge of healthcare Internet-of-things: a fog computing approach. Futur Gener Comput Syst 78:641–658CrossRef
8.
go back to reference Hu P, Dhelim S, Ning H, Qiu T (2017) Survey on fog computing: architecture, key technologies, applications and open issues. J Netw Comput Appl 98:27–42CrossRef Hu P, Dhelim S, Ning H, Qiu T (2017) Survey on fog computing: architecture, key technologies, applications and open issues. J Netw Comput Appl 98:27–42CrossRef
9.
go back to reference Wu W, Pirbhulal S, Sangaiah AK, Mukhopadhyay SC, Li G (2018) Optimization of signal quality over comfortability of textile electrodes for ECG monitoring in fog computing based medical applications. Futur Gener Comput Syst 86:515–526CrossRef Wu W, Pirbhulal S, Sangaiah AK, Mukhopadhyay SC, Li G (2018) Optimization of signal quality over comfortability of textile electrodes for ECG monitoring in fog computing based medical applications. Futur Gener Comput Syst 86:515–526CrossRef
10.
go back to reference Fratu O, Pena C, Craciunescu R, Halunga S (2015) Fog computing system for monitoring Mild Dementia and COPD patients-Romanian case study. In: 2015 12th international conference on telecommunication in modern satellite, cable and broadcasting services (TELSIKS),. Nis, Serbia: IEEE, pp 123–128 Fratu O, Pena C, Craciunescu R, Halunga S (2015) Fog computing system for monitoring Mild Dementia and COPD patients-Romanian case study. In: 2015 12th international conference on telecommunication in modern satellite, cable and broadcasting services (TELSIKS),. Nis, Serbia: IEEE, pp 123–128
11.
go back to reference Kartsakli E, Lalos AS, Antonopoulos A, Tennina S, Di Renzo M, Alonso L, Verikoukis C (2014) A survey on M2M systems for mHealth: a wireless communications perspective. Sensors 14(10):18009–18052CrossRef Kartsakli E, Lalos AS, Antonopoulos A, Tennina S, Di Renzo M, Alonso L, Verikoukis C (2014) A survey on M2M systems for mHealth: a wireless communications perspective. Sensors 14(10):18009–18052CrossRef
12.
go back to reference Kartsakli E, Antonopoulos A, Lalos AS, Tennina S, Di Renzo M, Alonso L, Verikoukis CV (2015) Reliable MAC design for ambient assisted living: moving the coordination to the cloud. IEEE Commun Mag 53(1):78–86CrossRef Kartsakli E, Antonopoulos A, Lalos AS, Tennina S, Di Renzo M, Alonso L, Verikoukis CV (2015) Reliable MAC design for ambient assisted living: moving the coordination to the cloud. IEEE Commun Mag 53(1):78–86CrossRef
13.
go back to reference Mahmoud MME, Rodrigues JJPC, Saleem K, Al-Muhtadi J, Kumar N, Korotaev V (2018) Towards energy-aware fog-enabled cloud of things for healthcare. Comput Electr Eng 67:58–69CrossRef Mahmoud MME, Rodrigues JJPC, Saleem K, Al-Muhtadi J, Kumar N, Korotaev V (2018) Towards energy-aware fog-enabled cloud of things for healthcare. Comput Electr Eng 67:58–69CrossRef
14.
go back to reference Regragui Y, Moussa N (2016) Agent-based system simulation of wireless battlefield networks. Comput Electr Eng 56:313–333CrossRef Regragui Y, Moussa N (2016) Agent-based system simulation of wireless battlefield networks. Comput Electr Eng 56:313–333CrossRef
15.
go back to reference Kilkki O, Kangasrääsiö A, Nikkilä R, Alahäivälä A, Seilonen I (2014) Agent-based modeling and simulation of a smart grid: a case study of communication effects on frequency control. Eng Appl Artif Intell 33:91–98CrossRef Kilkki O, Kangasrääsiö A, Nikkilä R, Alahäivälä A, Seilonen I (2014) Agent-based modeling and simulation of a smart grid: a case study of communication effects on frequency control. Eng Appl Artif Intell 33:91–98CrossRef
16.
go back to reference Ouellet E, Boller B, Corriveau-Lecavalier N, Cloutier S, Belleville S (2018) The virtual shop: a new immersive virtual reality environment and scenario for the assessment of everyday memory. J Neurosci Methods 303:126–135CrossRef Ouellet E, Boller B, Corriveau-Lecavalier N, Cloutier S, Belleville S (2018) The virtual shop: a new immersive virtual reality environment and scenario for the assessment of everyday memory. J Neurosci Methods 303:126–135CrossRef
17.
go back to reference Montenegro JMF, Argyriou V (2017) Cognitive evaluation for the diagnosis of Alzheimer’s disease based on turing test and virtual environments. Physiol Behav 173:42–51CrossRef Montenegro JMF, Argyriou V (2017) Cognitive evaluation for the diagnosis of Alzheimer’s disease based on turing test and virtual environments. Physiol Behav 173:42–51CrossRef
18.
go back to reference Doniger GM, Beeri MS, Bahar-Fuchs A, Gottlieb A, Tkachov A, Kenan H, Livny A, Bahat Y, Sharon H, Ben-Gal O et al (2018) Virtual reality-based cognitive-motor training for middle-aged adults at high Alzheimer’s disease risk: a randomized controlled trial. Alzheimer’s & Dementia: Translational Research & Clinical Interventions 4:118–129 Doniger GM, Beeri MS, Bahar-Fuchs A, Gottlieb A, Tkachov A, Kenan H, Livny A, Bahat Y, Sharon H, Ben-Gal O et al (2018) Virtual reality-based cognitive-motor training for middle-aged adults at high Alzheimer’s disease risk: a randomized controlled trial. Alzheimer’s & Dementia: Translational Research & Clinical Interventions 4:118–129
19.
go back to reference García-Magariño I, Bedia MG, Palacios-Navarro G (2018) FAMAP: a framework for developing m-Health Apps. In: World conference on information systems and technologies, vol 745 of advances in intelligent systems and computing, pp 850–859. Springer García-Magariño I, Bedia MG, Palacios-Navarro G (2018) FAMAP: a framework for developing m-Health Apps. In: World conference on information systems and technologies, vol 745 of advances in intelligent systems and computing, pp 850–859. Springer
20.
go back to reference Alzheimer’s Association et al (2017) 2017 Alzheimer’s disease facts and figures. Alzheimers Dement 13(4):325–373CrossRef Alzheimer’s Association et al (2017) 2017 Alzheimer’s disease facts and figures. Alzheimers Dement 13(4):325–373CrossRef
21.
go back to reference García-Magariño I, Palacios-Navarro G, Lacuesta R (2017) TABSAOND: a technique for developing agent-based simulation apps and online tools with nondeterministic decisions. Simul Model Pract Theory 77:84–107CrossRef García-Magariño I, Palacios-Navarro G, Lacuesta R (2017) TABSAOND: a technique for developing agent-based simulation apps and online tools with nondeterministic decisions. Simul Model Pract Theory 77:84–107CrossRef
22.
go back to reference García-Magariño I (2015) ABSTUR: an agent-based simulator for tourist urban routes. Expert systems with applications 42(12):5287–5302CrossRef García-Magariño I (2015) ABSTUR: an agent-based simulator for tourist urban routes. Expert systems with applications 42(12):5287–5302CrossRef
23.
go back to reference García-Magariño I, Gómez-Rodríguez A, González-Moreno JC, Palacios-Navarro G (2015) PEABS: a process for developing efficient agent-based simulators. Eng Appl Artif Intell 46:104–112CrossRef García-Magariño I, Gómez-Rodríguez A, González-Moreno JC, Palacios-Navarro G (2015) PEABS: a process for developing efficient agent-based simulators. Eng Appl Artif Intell 46:104–112CrossRef
Metadata
Title
Fog computing for assisting and tracking elder patients with neurodegenerative diseases
Authors
Iván García-Magariño
José Varela-Aldas
Guillermo Palacios-Navarro
Jaime Lloret
Publication date
12-03-2019
Publisher
Springer US
Published in
Peer-to-Peer Networking and Applications / Issue 5/2019
Print ISSN: 1936-6442
Electronic ISSN: 1936-6450
DOI
https://doi.org/10.1007/s12083-019-00732-4

Other articles of this Issue 5/2019

Peer-to-Peer Networking and Applications 5/2019 Go to the issue

Premium Partner