Fuzzy based prediction schema framework for IoT based indoor environmental monitoring
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 integra...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2018
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| Online Access: | http://psasir.upm.edu.my/id/eprint/64642/ http://psasir.upm.edu.my/id/eprint/64642/1/Fuzzy%20based%20prediction%20schema%20framework%20for%20IoT%20based%20indoor%20environmental%20monitoring.pdf |
| _version_ | 1848855056845111296 |
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| author | Perumal, Thinagaran Datta, Soumya Kanti Ramachandran, Thinaharan Chui, Yew Leong Bonnet, Christian |
| author_facet | Perumal, Thinagaran Datta, Soumya Kanti Ramachandran, Thinaharan Chui, Yew Leong Bonnet, Christian |
| author_sort | Perumal, Thinagaran |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-15T11:19:42Z |
| format | Conference or Workshop Item |
| id | upm-64642 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:19:42Z |
| publishDate | 2018 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-646422018-08-13T03:16:28Z http://psasir.upm.edu.my/id/eprint/64642/ Fuzzy based prediction schema framework for IoT based indoor environmental monitoring Perumal, Thinagaran Datta, Soumya Kanti Ramachandran, Thinaharan Chui, Yew Leong Bonnet, Christian 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. IEEE 2018 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/64642/1/Fuzzy%20based%20prediction%20schema%20framework%20for%20IoT%20based%20indoor%20environmental%20monitoring.pdf 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. . 10.1109/ICCE.2018.8326241 |
| spellingShingle | Perumal, Thinagaran Datta, Soumya Kanti Ramachandran, Thinaharan Chui, Yew Leong Bonnet, Christian Fuzzy based prediction schema framework for IoT based indoor environmental monitoring |
| title | Fuzzy based prediction schema framework for IoT based indoor environmental monitoring |
| title_full | Fuzzy based prediction schema framework for IoT based indoor environmental monitoring |
| title_fullStr | Fuzzy based prediction schema framework for IoT based indoor environmental monitoring |
| title_full_unstemmed | Fuzzy based prediction schema framework for IoT based indoor environmental monitoring |
| title_short | Fuzzy based prediction schema framework for IoT based indoor environmental monitoring |
| title_sort | fuzzy based prediction schema framework for iot based indoor environmental monitoring |
| url | http://psasir.upm.edu.my/id/eprint/64642/ http://psasir.upm.edu.my/id/eprint/64642/ http://psasir.upm.edu.my/id/eprint/64642/1/Fuzzy%20based%20prediction%20schema%20framework%20for%20IoT%20based%20indoor%20environmental%20monitoring.pdf |