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Automating smart Internet of Things devices in modern homes using context‐based fuzzy logic.

Authors :
Ming, Chen
Kadry, Seifedine
Dasel, A. Antony
Source :
Computational Intelligence. Feb2024, Vol. 40 Issue 1, p1-20. 20p.
Publication Year :
2024

Abstract

Internet of Things (IoT) is mainly used to connect different embedded objects over the internet to make communication between them possible. With the help of IoT, devices find a way to interact, work together, and study from each other's experiences just like humans do. IoT finds its way in applications such as smart home, smart city, healthcare, agriculture, and so on. The name smart home arises due to the automation of the normal home appliances to make it smart. When the devices of the normal smart home are connected via the internet, they become a part of the IoT. The smart home should ensure the following characteristics such as security, comfort, convenience, and energy saving. The article presents a technique for IoT controlled devices in a smart home using context‐based fuzzy logic. Fuzzy logic is mainly used to monitor and analyze the real‐time data collected from the sensors in the smart homes from various environments. Context‐based fuzzy logic uses a multivalued logic principle which differs from the normal Boolean logic, where the truth value lies between only zero and one (ie, true or false). The proposed smart home is implemented in a real case scenario where it yields an accuracy of 90.5%, response time of 6.41 milliseconds, and an F‐measure of 97%. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08247935
Volume :
40
Issue :
1
Database :
Academic Search Index
Journal :
Computational Intelligence
Publication Type :
Academic Journal
Accession number :
175643253
Full Text :
https://doi.org/10.1111/coin.12370