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2019 | OriginalPaper | Buchkapitel

Wise Objects for IoT (WIoT): Software Framework and Experimentation

verfasst von : Ilham Alloui, Eric Benoit, Stéphane Perrin, Flavien Vernier

Erschienen in: Software Technologies

Verlag: Springer International Publishing

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Abstract

Despite their expansion, Internet of Things (IoT) technologies remain young and require software technologies to ensure information management in order to deliver sophisticated services to their users. Users of IOT technologies particularly need systems that adapt to their use and not the reverse. To meet those requirements, we enriched our object oriented framework WOF (Wise Object Framework) with a communication structure to interconnect WOs (Wise Objects) and IoT. Things from IoT are then able to learn, monitor and analyze data in order to be able to adapt their behavior. In this paper, we recall the underlying concepts of our framework and then focus on the interconnection between WOs and IoT. This is enabled by a software bus-based architecture and IoT related communication protocols. We designed a dedicated communication protocol for IoT objects. We show how IoT objects can benefit from learning, monitoring and analysis mechanisms provided by WOF to identify usual behavior of a system and to detect unusual behavior. We illustrate our approach through two case studies in home automation. The first shows how a wise smart presence sensor learns on a classroom occupation. The second shows how a wise system helps us to see correlation among several WOs.

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Literatur
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Zurück zum Zitat Alloui, I., Benoit, E., Perrin, S., Vernier, F.: Wiot: interconnection between wise objects and IOT. In: Proceedings of the 13th International Conference on Software Technologies, ICSOFT, vol. 1, pp. 494–505. INSTICC, SciTePress (2018). https://doi.org/10.5220/0006870205280539 Alloui, I., Benoit, E., Perrin, S., Vernier, F.: Wiot: interconnection between wise objects and IOT. In: Proceedings of the 13th International Conference on Software Technologies, ICSOFT, vol. 1, pp. 494–505. INSTICC, SciTePress (2018). https://​doi.​org/​10.​5220/​0006870205280539​
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Zurück zum Zitat Moreaux, P., Sartor, F., Vernier, F.: An effective approach for home services management. In: 20th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), pp. 47–51. IEEE, Garching, February 2012. https://doi.org/10.1109/PDP.2012.45 Moreaux, P., Sartor, F., Vernier, F.: An effective approach for home services management. In: 20th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), pp. 47–51. IEEE, Garching, February 2012. https://​doi.​org/​10.​1109/​PDP.​2012.​45
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Zurück zum Zitat Röcker, C., Ziefle, M., Holzinger, A.: Social inclusion in ambient assisted living environments: home automation and convenience services for elderly users. In: International Conference on Artificial Intelligence (ICAI 2011), pp. 55–59. CSERA Press, New York (2011). https://doi.org/10.1007/978-3-319-66808-6_17 Röcker, C., Ziefle, M., Holzinger, A.: Social inclusion in ambient assisted living environments: home automation and convenience services for elderly users. In: International Conference on Artificial Intelligence (ICAI 2011), pp. 55–59. CSERA Press, New York (2011). https://​doi.​org/​10.​1007/​978-3-319-66808-6_​17
10.
Metadaten
Titel
Wise Objects for IoT (WIoT): Software Framework and Experimentation
verfasst von
Ilham Alloui
Eric Benoit
Stéphane Perrin
Flavien Vernier
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-29157-0_16