Skip to main content
Log in

A Hybrid Key Item Locating Method to Assist Elderly Daily Life Using Internet of Things

  • Published:
Mobile Networks and Applications Aims and scope Submit manuscript

Abstract

With the advancement of medical technology and the rise of medical awareness, the average life expectancy has risen. Advanced countries have stepped into the aged society successively. Building a senior citizen-friendly environment has become an important issue. On one hand, senior citizens are likely to forget where key items are placed due to hypomnesia. Life is inconvenient for them. On the other hand, the proportion of elderly living alone or living only with spouse increases. Without children’s accompany, a senior citizen’s life could be in danger if he or she suddenly feels uncomfortable, and cannot find the therapeutic drugs instantly. As the information and communication technology has improved in recent years, the Internet of Things technology has gradually become more mature. The arisen of IoT is not only helpful to our daily life in terms of traffic and shopping, but also with clinical knowledge and experience is applicable to build the environment of health care and increase the quality of home care service for senior citizens. In this paper, we attempt to build a life supporting mechanism in the home environment of senior citizens based on the architecture of Internet of Things. This work proposes a new type of hybrid calculation algorithm which combines xBeacon sensing equipment, Received Signal Strength Indication (RSSI) positioning, event analysis method and intelligent cutting algorithm to cut the possible range where the object may be placed into sections, so as to estimate the location of the key items. By tracking key items, elderly people can reduce anxiety and uncomfortable feeling caused by missing key items. To effectively record and analyze routine behavior pattern, this proposed mechanism can support the mobility of the elderly to maintain independent daily life and is helpful for the implementation of “home-based care for the aged” and “aging in place”.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11

Similar content being viewed by others

References

  1. Ministry of Health and Welfare, R.O.C.(2013) Report of the Senior Citizen Condition Survey. [Online]. Available:  https://dep.mohw.gov.tw/DOS/lp-1767-113.html

  2. Alghamdi S, van Schyndel R, Khalil I (2014) Accurate positioning using long range active RFID technology to assist visually impaired people. J Netw Comput Appl 41:135–147

    Article  Google Scholar 

  3. Yao D, Yu C, Dey AK, Koehler C, Min G, Yang LT et al (2014) Energy efficient indoor tracking on smartphones. Futur Gener Comput Syst 39:44–54

    Article  Google Scholar 

  4. Bluetooth Special Interest Group [Online]. Available: “https://www.Bluetooth.com/what-is-Bluetooth-technology/discover-Bluetooth

  5. Varsamou M, Antonakopoulos T (2014) A Bluetooth smart analyzer in iBeacon networks. In: Consumer Electronics Berlin (ICCE-Berlin), 2014 IEEE Fourth International Conference on, p 288–292

  6. Bruno MCS, Joel JPCR, Isabel DLTD, Miguel LC, Kashif S et al (2015) Mobile-health: A review of current state in 2015. J Biomed Inform 56:265–272

  7. Feil-Seifer D, Mataric MJ (2005) Defining socially assistive robotics. In: Rehabilitation robotics, 2005. ICORR 2005. 9th International Conference on, p 465–468

  8. Sabanovic S, Bennett CC, Wan-Ling C, Huber L (2013) PARO robot affects diverse interaction modalities in group sensory therapy for older adults with dementia. In: Rehabilitation robotics (ICORR), 2013 IEEE International Conference on, p 1–6

  9. Jong-Tak K, Jae-Yong S, Sung-Ho K, Kyung-Yong C (2013) Emergency situation alarm system motion using tracking of people like elderly live alone. In: Information Science and Applications (ICISA), 2013 International Conference on, p 1–4,

  10. Hossain MA, Ahmed DT (2012) Virtual caregiver: an ambient-aware elderly monitoring system. IEEE Trans Inf Technol Biomed 16:1024–1031

    Article  Google Scholar 

  11. Junnila S, Kailanto H, Merilahti J, Vainio AM, Vehkaoja A, Zakrzewski M et al (2010) Wireless, multipurpose in-home health monitoring platform: two case trials. IEEE Trans Inf Technol Biomed 14:447–455

    Article  Google Scholar 

  12. Fahim M, Fatima I, Sungyoung L, Young-Koo L (2012) Daily life activity tracking application for smart homes using android smartphone. In: Advanced Communication Technology (ICACT), 2012 14th International Conference on, p 241–245

  13. Hardegger M, Mazilu S, Caraci D, Hess F, Roggen D, Troster G, (2013) ActionSLAM on a smartphone: At-home tracking with a fully wearable system. In: Indoor Positioning and Indoor Navigation (IPIN), 2013 International Conference on, p 1–8

  14. Toplan E, Ersoy C (2012) RFID based indoor location determination for elderly tracking. In: Signal Processing and Communications Applications Conference (SIU), 2012 20th, p 1–4

  15. Li N, Becerik-Gerber B (2011) Performance-based evaluation of RFID-based indoor location sensing solutions for the built environment. Adv Eng Inform 25:535–546

    Article  Google Scholar 

  16. Yuanchao S, Peng C, Yu G, Jiming C, Tian H (2014) TOC: Localizing wireless rechargeable sensors with time of charge. In: INFOCOM, 2014 Proceedings IEEE, p 388–396

  17. The Open and Interoperable Proximity Beacon Specification, [Online]. Available: https://github.com/AltBeacon/android-beacon-library

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chien-Liang Chen.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hung, LP., Chao, YH. & Chen, CL. A Hybrid Key Item Locating Method to Assist Elderly Daily Life Using Internet of Things. Mobile Netw Appl 24, 786–795 (2019). https://doi.org/10.1007/s11036-018-1083-2

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11036-018-1083-2

Keywords

Navigation