HDRA: A Haybird Data Reduction and Routing Algorithm
Presently, wireless sensor networks (WSNs) are emerging as a vibrant field of research due to various challenging aspects such as energy consumption, routing strategies, effectiveness, among others. Despite unresolved issues within WSNs, a substantial array of applications has already been develope...
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2024
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| Online Access: | http://eprints.uthm.edu.my/11172/1/J17657_e7c36101f44a7c400f30e6743016c217.pdf http://eprints.uthm.edu.my/11172/ https://doi.org/10.54216/JISIoT.120208 |
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| author | M. K. Hussein, M. K. Hussein Ion Marghescu, Ion Marghescu Nayef A. M. Alduais, Nayef A. M. Alduais |
| author_facet | M. K. Hussein, M. K. Hussein Ion Marghescu, Ion Marghescu Nayef A. M. Alduais, Nayef A. M. Alduais |
| author_sort | M. K. Hussein, M. K. Hussein |
| building | UTHM Library |
| collection | Institutional Repository |
| content_provider | Universiti Tun Hussein Onn Malaysia |
| content_source | UTHM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Presently, wireless sensor networks (WSNs) are emerging as a vibrant field of research due to various challenging aspects
such as energy consumption, routing strategies, effectiveness, among others. Despite unresolved issues within WSNs, a substantial array of applications has already been developed. For any application design, a primary objective is to optimize the WSN in terms of its lifecycle and functionality. Recent studies on data reduction methods have shown that sensor nodes often transmit data directly (single hop) to the base station (BS). However, a significant concern is that most existing multihop routing protocols do not address data reduction before forwarding data to the BS. Consequently, this study introduces a Hybrid Data Reduction and Routing Algorithm (HDRA). The principal aim of HDRA is to prolong the lifespan of clusterbased WSNs. It strives to decrease the packet transmission by sensor nodes, especially when there's minimal change in sensor readings. The findings indicate that HDRA outperforms the LEACH protocol in terms of energy efficiency in sensor networks, irrespective of network type (T, H, or TH) or deployment scenarios (200x200m or 400x400m). Overall, the proposed algorithm enhances network performance by conserving energy and extending network lifespan. |
| format | Article |
| id | my.uthm.eprints-11172 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | en |
| publishDate | 2024 |
| publisher | ASPG |
| record_format | eprints |
| spelling | my.uthm.eprints-111722024-06-19T03:56:01Z http://eprints.uthm.edu.my/11172/ HDRA: A Haybird Data Reduction and Routing Algorithm M. K. Hussein, M. K. Hussein Ion Marghescu, Ion Marghescu Nayef A. M. Alduais, Nayef A. M. Alduais T Technology (General) Presently, wireless sensor networks (WSNs) are emerging as a vibrant field of research due to various challenging aspects such as energy consumption, routing strategies, effectiveness, among others. Despite unresolved issues within WSNs, a substantial array of applications has already been developed. For any application design, a primary objective is to optimize the WSN in terms of its lifecycle and functionality. Recent studies on data reduction methods have shown that sensor nodes often transmit data directly (single hop) to the base station (BS). However, a significant concern is that most existing multihop routing protocols do not address data reduction before forwarding data to the BS. Consequently, this study introduces a Hybrid Data Reduction and Routing Algorithm (HDRA). The principal aim of HDRA is to prolong the lifespan of clusterbased WSNs. It strives to decrease the packet transmission by sensor nodes, especially when there's minimal change in sensor readings. The findings indicate that HDRA outperforms the LEACH protocol in terms of energy efficiency in sensor networks, irrespective of network type (T, H, or TH) or deployment scenarios (200x200m or 400x400m). Overall, the proposed algorithm enhances network performance by conserving energy and extending network lifespan. ASPG 2024 Article PeerReviewed text en http://eprints.uthm.edu.my/11172/1/J17657_e7c36101f44a7c400f30e6743016c217.pdf M. K. Hussein, M. K. Hussein and Ion Marghescu, Ion Marghescu and Nayef A. M. Alduais, Nayef A. M. Alduais (2024) HDRA: A Haybird Data Reduction and Routing Algorithm. Journal of Intelligent Systems and Internet of Things, 12 (2). pp. 99-121. https://doi.org/10.54216/JISIoT.120208 |
| spellingShingle | T Technology (General) M. K. Hussein, M. K. Hussein Ion Marghescu, Ion Marghescu Nayef A. M. Alduais, Nayef A. M. Alduais HDRA: A Haybird Data Reduction and Routing Algorithm |
| title | HDRA: A Haybird Data Reduction and Routing Algorithm |
| title_full | HDRA: A Haybird Data Reduction and Routing Algorithm |
| title_fullStr | HDRA: A Haybird Data Reduction and Routing Algorithm |
| title_full_unstemmed | HDRA: A Haybird Data Reduction and Routing Algorithm |
| title_short | HDRA: A Haybird Data Reduction and Routing Algorithm |
| title_sort | hdra: a haybird data reduction and routing algorithm |
| topic | T Technology (General) |
| url | http://eprints.uthm.edu.my/11172/1/J17657_e7c36101f44a7c400f30e6743016c217.pdf http://eprints.uthm.edu.my/11172/ https://doi.org/10.54216/JISIoT.120208 |
| url_provider | http://eprints.uthm.edu.my/ |