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Fuzzy based prediction schema framework for IoT based indoor environmental monitoring


Citation

Perumal, Thinagaran and Datta, Soumya Kanti and Ramachandran, Thinaharan and Chui, Yew Leong and Bonnet, Christian (2018) Fuzzy based prediction schema framework for IoT based indoor environmental monitoring. In: 2018 IEEE International Conference on Consumer Electronics (ICCE), 12-14 Jan. 2018, Las Vegas, Nevada, USA. .

Abstract

In recent times, rapid introduction of the Internet of Things (IoT) services in smart environment domain has happened. This has introduced heterogeneous device and data types that lack proper mechanism for joint execution of tasks from an application perspective. In this paper, we propose an integrated indoor environmental monitoring system implemented with a novel IoT framework. It is enabled via fuzzy-based rule schema to resolve the heterogeneity of environmental data in smart home environment. The novel aspect of the framework is that it is developed with a modular repository together with decision-making modules. Our experiments prove this approach to be a viable IoT solution for smart home indoor environment.


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Additional Metadata

Item Type: Conference or Workshop Item (Paper)
Divisions: Faculty of Computer Science and Information Technology
DOI Number: https://doi.org/10.1109/ICCE.2018.8326241
Publisher: IEEE
Keywords: Fuzzy based prediction; IoT; Smart home; Indoor environmental monitoring
Depositing User: Nabilah Mustapa
Date Deposited: 13 Aug 2018 03:16
Last Modified: 13 Aug 2018 03:16
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1109/ICCE.2018.8326241
URI: http://psasir.upm.edu.my/id/eprint/64642
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