Skip to main content

Using LPWAN Connectivity for Elderly Activity Monitoring in Smartcity Scenarios

  • Conference paper
  • First Online:
Applications in Electronics Pervading Industry, Environment and Society (ApplePies 2019)

Abstract

Home care is an increasing research area; an example is the interest in daily activity and mobility tracking, known to be a strong indicator for people’s health. In particular, the digital mobility assessment of elderly can anticipate and prevent hard clinical events such as falls, that could result in hospitalizations and deaths. In this work, the use of LoRaWAN is verified in a real-world scenario as an effective communication infrastructure for transmitting activity level information to a supervisor structure like a clinic or a hospital. An experimental setup has been purposely implemented to evaluate the feasibility; in particular, the activity level inferred analyzing accelerometers data can be notified with an average delay in the order of 500 ms.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Depari A, Carvalho DF, Bellagente P, Ferrari P, Sisinni E, Flammini A, Padovani A (2019) An IoT based architecture for enhancing the effectiveness of prototype medical instruments applied to neurodegenerative disease diagnosis. Sensors (Switzerland) 19(7), art. no. 1564

    Google Scholar 

  2. Lindberg B, Nilsson C, Zotterman D, Söderberg S, Skär L (2013) Using information and communication technology in home care for communication between patients, family members, and healthcare professionals: a systematic review. Int J Telemed Appl 2013, Article ID 461829, 31 pages

    Google Scholar 

  3. Fritz et al. (2009) White paper: ‘walking speed: the sixth vital sign’. Journal of Geriatric Physical Therapy, 32

    Google Scholar 

  4. Koekuza, H.: Utilization of loT in the Long-term Care Field in Japan, in 2nd International Conference on Cloud Computing and Internet of Things (CCIOT), Dalian, China (2016)

    Google Scholar 

  5. Wang H, Fapojuwo A (2018) Performance evaluation of LoRaWAN in North America urban scenario 2. In: IEEE 88th vehicular technology conference (VTC-Fall), Chicago, USA (2018)

    Google Scholar 

  6. Hossain T, Inoue S (2019) Sensor-based daily activity understanding in Caregiving Center. In: Sensor-based daily activity understanding in Caregiving Center, Kyoto, Japan

    Google Scholar 

  7. Yang G, Liang H (2018 Nov 15) A smart wireless paging sensor network for elderly care application using LoRaWAN. IEEE Sens J 18(22)

    Google Scholar 

  8. Mdhaffar A, Chaari T, Larbi K, Jmaiel M, Bernd F (2017) IoT-based health monitoring via LoRaWAN. In: IEEE EUROCON—17th international conference on smart technologies, Ohrid, Macedonia, July, 2017

    Google Scholar 

  9. Catherwood P, Rafferty J, McComb S, McLaughlin J (2018) LPWAN Wearable intelligent healthcare monitoring for heart failure prevention. In: 20th international conference on human computer interaction, Las Vegas, Nevada, EUA

    Google Scholar 

  10. Kamińska M, Brodowski J, Karakiewicz B (2015) Fall risk factors in community-dwelling elderly depending on their physical function, cognitive status and symptoms of depression. Int J Environ Res Public Health 12(4):3406–3416

    Article  Google Scholar 

  11. Cvecka J, Tirpakova V, Sedliak M, Kern H, Mayr W, Hamar D (2015) Physical activity in elderly. Eur J Transl Myol 25(4):249. Available: https://doi.org/10.4081/ejtm.2015.5280

  12. Fernandes Carvalho D, Ferrari P, Sisinni E, Depari A, Rinaldi S, Pasetti M, Silva D (2019) A test methodology for evaluating architectural delays of LoRaWAN implementations. Pervasive Mob Comput 56:1–17

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to E. Sisinni .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Fernandes Carvalho, D., Ferrari, P., Sisinni, E., Bellitti, P., Lopomo, N.F., Serpelloni, M. (2020). Using LPWAN Connectivity for Elderly Activity Monitoring in Smartcity Scenarios. In: Saponara, S., De Gloria, A. (eds) Applications in Electronics Pervading Industry, Environment and Society. ApplePies 2019. Lecture Notes in Electrical Engineering, vol 627. Springer, Cham. https://doi.org/10.1007/978-3-030-37277-4_10

Download citation

Publish with us

Policies and ethics