Skip to main content
Top
Published in: Wireless Personal Communications 2/2021

23-11-2020

Design and Implementation of an Internet of Healthcare Things System for Respiratory Diseases

Authors: Jen-Chen Tsai, Jenq-Shiou Leu, Setya Widyawan Prakosa, Lo-Chi Hsiao, Ping-Chen Huang, Shih-Yi Yang, Ya-Tieh Huang

Published in: Wireless Personal Communications | Issue 2/2021

Log in

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

search-config
loading …

Abstract

Internet of Things (IoT) paradigm broadens to several research fields. Thus, Wireless Body Area Network (WBAN) has been adopted as a standard to create an IoT scheme implemented on healthcare system. Furthermore, IoT can be employed to measure several diseases including stroke, diabetes, as well as respiratory diseases to monitor patient condition and environment change that might be harmful for patients. Implementation and realization of IoT for monitoring respiratory diseases is needed since in Taiwan the risk to get more severe symptoms by those diseases is relatively high considering the air pollution that is getting higher. In this study, IoT system is built based on the integration of several independent applications. In addition, our scheme consists of four main components such as environment sensing box, patient monitoring tools, android apps, and web Graphical User Interface (GUI). Web GUI is useful for health practitioners such as doctors and nurses to monitor the condition of patients obtained by patient monitoring tools. Moreover, patients and doctors can assess the status of weather and environmental condition whether it is safe or harmful for patients. Finally, android based apps is necessary for patients to connect all of schemes as well as monitoring all conditions including health and environmental status. The assessment of our tools indicates that the implemented scheme is consistent enough shown by low Root Mean Square Error (RMSE) and Mean Average Percentage Error (MAPE) achieved by our IoT system.

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

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+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 "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 Agrawal, S., Das, M.L. (2011). Internet of things—a paradigm shift of future internet applications. Institute of Technology, Nirma University, Ahmedabad. pp 382–481. Agrawal, S., Das, M.L. (2011). Internet of things—a paradigm shift of future internet applications. Institute of Technology, Nirma University, Ahmedabad. pp 382–481.
2.
go back to reference Mora, H., Gil, D., Terol, R. M., Azorín, J., & Szymanski, J. (2017). An IoT-based computational framework for healthcare monitoring in mobile environments. Sensors, 17, 2302.CrossRef Mora, H., Gil, D., Terol, R. M., Azorín, J., & Szymanski, J. (2017). An IoT-based computational framework for healthcare monitoring in mobile environments. Sensors, 17, 2302.CrossRef
3.
go back to reference Kim, T.-Y., Youm, S., Jung, J.-J., Kim E.-J. (2015). Multi-hop WBAN construction for healthcare IoT systems. In: 2015 International Conference on Platform Technology and Service. Kim, T.-Y., Youm, S., Jung, J.-J., Kim E.-J. (2015). Multi-hop WBAN construction for healthcare IoT systems. In: 2015 International Conference on Platform Technology and Service.
4.
go back to reference Luo, E., Bhuiyan, M. Z. A., Wang, G., Rahman, M. A., Wu, J., & Atiquzzaman, M. (2018). PrivacyProtector: privacy-protected patient data collection in IoT-based healthcare systems. IEEE Communications Magazine., 56, 163–168.CrossRef Luo, E., Bhuiyan, M. Z. A., Wang, G., Rahman, M. A., Wu, J., & Atiquzzaman, M. (2018). PrivacyProtector: privacy-protected patient data collection in IoT-based healthcare systems. IEEE Communications Magazine., 56, 163–168.CrossRef
5.
go back to reference Parmar, G., Lakhani, S., Chattopadhyay M.K. (2017). An IoT based low cost air pollution monitoring system. In: Proceeding International conference on Recent Innovations is Signal Processing and Embedded Systems (RISE-2017) pp 27–29 Parmar, G., Lakhani, S., Chattopadhyay M.K. (2017). An IoT based low cost air pollution monitoring system. In: Proceeding International conference on Recent Innovations is Signal Processing and Embedded Systems (RISE-2017) pp 27–29
6.
go back to reference Li, J., Guo, Q., Su, F., Yuan, Z., Yue, J., Hu, J., Yang, H., Liu, Y. (2017). CNN-based pattern recognition on nonvolatile IoT platform for smart ultraviolet monitoring. In: 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD). Li, J., Guo, Q., Su, F., Yuan, Z., Yue, J., Hu, J., Yang, H., Liu, Y. (2017). CNN-based pattern recognition on nonvolatile IoT platform for smart ultraviolet monitoring. In: 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).
7.
go back to reference Zhang, H., Li, J., Wen, B., Xun, Y., & Liu, J. (2018). Connecting intelligent things in smart hospitals using NB-IoT. IEEE Internet of Things Journal, 5(3), 1550–1560.CrossRef Zhang, H., Li, J., Wen, B., Xun, Y., & Liu, J. (2018). Connecting intelligent things in smart hospitals using NB-IoT. IEEE Internet of Things Journal, 5(3), 1550–1560.CrossRef
8.
go back to reference Verma, Pl., & Sood, S. K. (2018). Fog assisted-IoT enabled patient health monitoring in smart homes. IEEE Internet of Things Journal, 5(3), 1789–1796.CrossRef Verma, Pl., & Sood, S. K. (2018). Fog assisted-IoT enabled patient health monitoring in smart homes. IEEE Internet of Things Journal, 5(3), 1789–1796.CrossRef
9.
go back to reference Fan, Y. J., Yin, Y. H., Xu, L. D., Zeng, Y., & Wu, F. (2014). IoT-based smart rehabilitation system. IEEE Transactions on Industrial Informatics, 10(2), 1568–1577.CrossRef Fan, Y. J., Yin, Y. H., Xu, L. D., Zeng, Y., & Wu, F. (2014). IoT-based smart rehabilitation system. IEEE Transactions on Industrial Informatics, 10(2), 1568–1577.CrossRef
10.
go back to reference Chen, L.-J., Ho, Y.-H., Lee, H.-C., Wu, H.-C., Liu, H.-M., Hsieh, H.-H., et al. (2017). An open framework for participatory PM2.5 monitoring in smart cities. IEEE Access, 5, 14441–14454.CrossRef Chen, L.-J., Ho, Y.-H., Lee, H.-C., Wu, H.-C., Liu, H.-M., Hsieh, H.-H., et al. (2017). An open framework for participatory PM2.5 monitoring in smart cities. IEEE Access, 5, 14441–14454.CrossRef
11.
go back to reference Yin, Y.-H., Xing, Y.-Z., & Fan, C.-Y. (2016). The internet of things in healthcare: An overview. Journal of Industrial Information Integration, 1, 3–13.CrossRef Yin, Y.-H., Xing, Y.-Z., & Fan, C.-Y. (2016). The internet of things in healthcare: An overview. Journal of Industrial Information Integration, 1, 3–13.CrossRef
12.
go back to reference Baker, S. B., Xiang, W., & Atkinson, I. (2017). Internet of things for smart healthcare: technologies, challenges, and opportunities. IEEE Access, 5, 26521–26544.CrossRef Baker, S. B., Xiang, W., & Atkinson, I. (2017). Internet of things for smart healthcare: technologies, challenges, and opportunities. IEEE Access, 5, 26521–26544.CrossRef
13.
go back to reference Elmisery, A. M., Rho, S., & Botvich, D. (2016). A fog based middleware for automated compliance with oecd privacy principles in internet of healthcare things. IEEE Access, 4, 8418–8441.CrossRef Elmisery, A. M., Rho, S., & Botvich, D. (2016). A fog based middleware for automated compliance with oecd privacy principles in internet of healthcare things. IEEE Access, 4, 8418–8441.CrossRef
14.
go back to reference Yang, G., Deng, J., Pang, G., Zhang, H., Li, J., Deng, B., et al. (2018). An IoT-enabled stroke rehabilitation system based on smart wearable armband and machine learning. IEEE Journal of Translational Engineering in Health and Medicine, 6, 1–10. Yang, G., Deng, J., Pang, G., Zhang, H., Li, J., Deng, B., et al. (2018). An IoT-enabled stroke rehabilitation system based on smart wearable armband and machine learning. IEEE Journal of Translational Engineering in Health and Medicine, 6, 1–10.
15.
go back to reference Bobin, M., Anastassova, M., Boukallel, M., & Ammi, M. (2018). Design and study of a smart cup for monitoring the arm and hand activity of stroke patients. IEEE Journal of Translational Engineering in Health and Medicine, 6, 1–12.CrossRef Bobin, M., Anastassova, M., Boukallel, M., & Ammi, M. (2018). Design and study of a smart cup for monitoring the arm and hand activity of stroke patients. IEEE Journal of Translational Engineering in Health and Medicine, 6, 1–12.CrossRef
16.
go back to reference Tang, X. (2007). An overview of air pollution problem in megacities and city clusters in China. In: Proceedings of AGU Spring Meeting Abstracts. Tang, X. (2007). An overview of air pollution problem in megacities and city clusters in China. In: Proceedings of AGU Spring Meeting Abstracts.
18.
go back to reference Ostro, B. (2004). Outdoor Air Pollution: Assessing the Environmental Burden of Disease At National and Local Levels (Number 5 in WHO Environmental Burden of Disease Series). Geneva, Switzerland: World Health Organization. Ostro, B. (2004). Outdoor Air Pollution: Assessing the Environmental Burden of Disease At National and Local Levels (Number 5 in WHO Environmental Burden of Disease Series). Geneva, Switzerland: World Health Organization.
19.
go back to reference Xing, Y.-F., Xu, Y.-H., Shi, M.-H., & Lian, Y.-X. (2016). The impact of PM2.5 on the human respiratory system. Journal Thoracic Disease, 8(1), 6974. Xing, Y.-F., Xu, Y.-H., Shi, M.-H., & Lian, Y.-X. (2016). The impact of PM2.5 on the human respiratory system. Journal Thoracic Disease, 8(1), 6974.
20.
go back to reference Alvarado, M., Gonzalez, F., Fletcher, A., & Doshi, A. (2015). Towards the development of a low cost airborne sensing system to monitor dust particles after blasting at open-pit mine sites. Sensors, 15(8), 1966719687.CrossRef Alvarado, M., Gonzalez, F., Fletcher, A., & Doshi, A. (2015). Towards the development of a low cost airborne sensing system to monitor dust particles after blasting at open-pit mine sites. Sensors, 15(8), 1966719687.CrossRef
21.
go back to reference Devarakonda, S., Sevusu, P., Liu, H., Liu, R., Iftode, L., Nath, B. (2013). Real-time air quality monitoring through mobile sensing in metropolitan areas. In: Proceedings of ACM SIGKDD International Workshop Urban Computing, p. 15. Devarakonda, S., Sevusu, P., Liu, H., Liu, R., Iftode, L., Nath, B. (2013). Real-time air quality monitoring through mobile sensing in metropolitan areas. In: Proceedings of ACM SIGKDD International Workshop Urban Computing, p. 15.
22.
go back to reference Zhuang, Y., Lin, F., Yoo, E.-H., Xu, W. (2015). AirSense: A portable context sensing device for personal air quality monitoring. In: Proceedings of ACM Mobile-Health, pp. 1722. Zhuang, Y., Lin, F., Yoo, E.-H., Xu, W. (2015). AirSense: A portable context sensing device for personal air quality monitoring. In: Proceedings of ACM Mobile-Health, pp. 1722.
25.
go back to reference Burr, J. F., Davidson, W., Shephard, R. J., & Eves, N. (2012). Physical activity in chronic respiratory conditions: Assessing risks for physical activity clearance and prescription. Canadian Family Physician Medecin de Famille Canadien, 58(7), 761–764. Burr, J. F., Davidson, W., Shephard, R. J., & Eves, N. (2012). Physical activity in chronic respiratory conditions: Assessing risks for physical activity clearance and prescription. Canadian Family Physician Medecin de Famille Canadien, 58(7), 761–764.
27.
go back to reference Knower, M. T., Dunagan, D. P., Adair, N. E., & Chin, R., Jr. (2001). Baseline oxygen saturation predicts exercise desaturation below prescription threshold in patients with chronic obstructive pulmonary disease. Archives of Internal Medicine, 161(5), 732–736.CrossRef Knower, M. T., Dunagan, D. P., Adair, N. E., & Chin, R., Jr. (2001). Baseline oxygen saturation predicts exercise desaturation below prescription threshold in patients with chronic obstructive pulmonary disease. Archives of Internal Medicine, 161(5), 732–736.CrossRef
Metadata
Title
Design and Implementation of an Internet of Healthcare Things System for Respiratory Diseases
Authors
Jen-Chen Tsai
Jenq-Shiou Leu
Setya Widyawan Prakosa
Lo-Chi Hsiao
Ping-Chen Huang
Shih-Yi Yang
Ya-Tieh Huang
Publication date
23-11-2020
Publisher
Springer US
Published in
Wireless Personal Communications / Issue 2/2021
Print ISSN: 0929-6212
Electronic ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-020-07871-5

Other articles of this Issue 2/2021

Wireless Personal Communications 2/2021 Go to the issue