Intelligent control system of smart home for context awareness
In recent years, the rapid development of Internet of Things smart hardware has increased the demand for intelligent control of devices, mainly in the smart home industry. The framework to solve the problem of equipment intelligent control is studied. The advantages and disadvantages of existing con...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Wiley
2022-03-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/15501329221082030 |
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| _version_ | 1849737873770676224 |
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| author | Minbo Li Yu Wu |
| author_facet | Minbo Li Yu Wu |
| author_sort | Minbo Li |
| collection | DOAJ |
| description | In recent years, the rapid development of Internet of Things smart hardware has increased the demand for intelligent control of devices, mainly in the smart home industry. The framework to solve the problem of equipment intelligent control is studied. The advantages and disadvantages of existing context modeling strategies are analyzed. According to the characteristics of household context activities, combined with the design principles of graph databases, a new context modeling method based on object and attribute graph is proposed, which is suitable for Internet of Things scenarios with limited resources. Rule control, mode control, and voice control approaches of smart home interaction are designed. An inference engine is used to map the data of context awareness to the Internet of Things control services that executed automatic control of the system, and a framework of smart control system based on context awareness of Internet of Things is proposed. Considering the behavior habits of users, the concept of user preference is introduced to provide more personalized services. Performance tests with simulated data show that the new context modeling method has a faster system response time than the ontology modeling control mode. |
| format | Article |
| id | doaj-art-89d08d7f0e524af1bb10ea6625ccc15c |
| institution | DOAJ |
| issn | 1550-1477 |
| language | English |
| publishDate | 2022-03-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-89d08d7f0e524af1bb10ea6625ccc15c2025-08-20T03:06:47ZengWileyInternational Journal of Distributed Sensor Networks1550-14772022-03-011810.1177/15501329221082030Intelligent control system of smart home for context awarenessMinbo Li0Yu Wu1Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, ChinaSoftware School, Fudan University, Shanghai, ChinaIn recent years, the rapid development of Internet of Things smart hardware has increased the demand for intelligent control of devices, mainly in the smart home industry. The framework to solve the problem of equipment intelligent control is studied. The advantages and disadvantages of existing context modeling strategies are analyzed. According to the characteristics of household context activities, combined with the design principles of graph databases, a new context modeling method based on object and attribute graph is proposed, which is suitable for Internet of Things scenarios with limited resources. Rule control, mode control, and voice control approaches of smart home interaction are designed. An inference engine is used to map the data of context awareness to the Internet of Things control services that executed automatic control of the system, and a framework of smart control system based on context awareness of Internet of Things is proposed. Considering the behavior habits of users, the concept of user preference is introduced to provide more personalized services. Performance tests with simulated data show that the new context modeling method has a faster system response time than the ontology modeling control mode.https://doi.org/10.1177/15501329221082030 |
| spellingShingle | Minbo Li Yu Wu Intelligent control system of smart home for context awareness International Journal of Distributed Sensor Networks |
| title | Intelligent control system of smart home for context awareness |
| title_full | Intelligent control system of smart home for context awareness |
| title_fullStr | Intelligent control system of smart home for context awareness |
| title_full_unstemmed | Intelligent control system of smart home for context awareness |
| title_short | Intelligent control system of smart home for context awareness |
| title_sort | intelligent control system of smart home for context awareness |
| url | https://doi.org/10.1177/15501329221082030 |
| work_keys_str_mv | AT minboli intelligentcontrolsystemofsmarthomeforcontextawareness AT yuwu intelligentcontrolsystemofsmarthomeforcontextawareness |