Abstract
In the near future, an Internet-of-things (IoT) environment will be realized across ubiquitous terminals such as computers and smartphones, supporting connections between people and machines. IoT platforms facilitate the deployment of various services to users; however, the information provided by these platforms is focused on the present state of things and environments. To realize a true IoT environment, there is a need for user-centric and seamless context-aware services as well as IoT control services based on environmental feedback. In this paper, we propose a dynamic mesh network configuration method to analyze real-time user context and provide seamless services, as well as a user context-aware abstraction mechanism. To evaluate the performance of the proposed system, we simulate a parking system, and then compare the performance to the best effort method, finding that performance was significantly improved. Thus, we expect that seamless context-aware services will become possible through the application of such methods.
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References
Bandyopadhyay D, Sen J (2011) Internet of things: applications and challenges in technology and standardization. Wirel Pers Commun 58(1):49–69
Miorandi D, Sicari S, De Pellegrini F, Chlamtac I (2012) Internet of things: vision, applications and research challenges. Ad Hoc Netw 10(7):1497–1516
Coetzee L, Eksteen J (2011)The Internet of Things-promise for the future? An introduction. In: 2011 IST-Africa Conference Proceedings. IEEE, pp 1–9
Atzori L, Iera A, Morabito G (2010) The internet of things: a survey. Comput Netw 54(15):2787–2805
Gubbi J, Buyya R, Marusic S, Palaniswami M (2013) Internet of things (IoT): a vision, architectural elements, and future directions. Futur Gener Comput Syst 29(7):1645–1660
Sarma AC, Girão J (2009) Identities in the future internet of things. Wirel Pers Commun 49(3):353–363
Vogel B, Dong Y, Emruli B, Davidsson P, Spalazzese R (2020) What is an open IoT platform? Insights from a systematic mapping study. Future Internet 12(4):73
Xively (2007) What is Xively. http://xively.com/. Accessed 26 June 2020
Axeda (2014) Internet of things (IoT). https://www.ptc.com/en. Accessed 26 June 2020
Jin J, Gubbi J, Marusic S, Palaniswami M (2014) An information framework for creating a smart city through internet of things. IEEE Internet Things J 1(2):112–121
Chan AL, Chua GG, Chua DZL, Guo S, Lim PMC, Mak MT (2018) Ng WS Practical experience with smart cities platform design. In: 2018 IEEE 4th world forum on internet of things (WF-IoT). IEEE, pp 470–475
Yang G, Xie L, Mäntysalo M, Zhou X, Pang Z, Da Xu L, Kao-Walter S, Chen Q, Zheng L-R (2014) A health-IoT platform based on the integration of intelligent packaging, unobtrusive bio-sensor, and intelligent medicine box. IEEE Trans Industr Inf 10(4):2180–2191
Son J-Y, Park J-H, Moon K-D, Lee Y-H (2011) Resource-aware smart home management system by constructing resource relation graph. IEEE Trans Consum Electron 57(3):1112–1119
Chen M, Wan J, Li F (2012) Machine-to-machine communications: architectures, standards and applications. Ksii Trans Internet Inform Syst. https://doi.org/10.3837/tiis.2012.02.002
Fadlullah ZM, Fouda MM, Kato N, Takeuchi A, Iwasaki N, Nozaki Y (2011) Toward intelligent machine-to-machine communications in smart grid. IEEE Commun Mag 49(4):60–65
Park D-H, Kim S-J, Bang H-C (2012) Semantic open USN service platform architecture. In: 2012 International Conference on ICT Convergence (ICTC). IEEE, pp 12–15
Gartner (2017) Survey analysis: improve your IT competencies to tackle expanding IoT projects. https://www.gartner.com/en/documents/3817023. Accessed 10 Dec 2020
Gartner (2017) Competitive landscape of IoT platform vendors. https://www.gartner.com/en/documents/3730917. Accessed 10 Dec 2020
Gartner (2017) Hype cycle for the internet of things. https://www.gartner.com/en/documents/3770369. Accessed 10 Dec 2020
Bi Z, Da Xu L, Wang C (2014) Internet of things for enterprise systems of modern manufacturing. IEEE Trans Industr Inf 10(2):1537–1546
Google Fit (2014) https://developers.google.com/fit. Accessed 10 December 2020
Zetta (2014) IoT Platform. https://www.zettajs.org/. Accessed 10 December 2020
ThingsBoard (2017) Open-source IoT Platform. https://thingsboard.io/. Accessed 10 December 2020
Kaa (2014) Enterprise IoT Platform. https://www.kaaproject.org/. Accessed 13 December 2020
Acknowledgements
This work was supported in part by the Chung-Ang University Graduate Research Scholarship in 2019 and in part by the Cooperative Research Program for Agriculture Science Technology Development (Project No. PJ01395912020) from the Rural Development Administration, Republic of Korea.
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Kim, K., Lee, J., Kim, K. et al. A user-centric intelligent context-aware system for realizing internet-of-things environments. J Supercomput 77, 10804–10826 (2021). https://doi.org/10.1007/s11227-021-03722-7
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DOI: https://doi.org/10.1007/s11227-021-03722-7