Applying Artificial Bee Colony Algorithm to Improve UWSNs Communication

The research in this study aims at implementing the ABC algorithm to enhance the communication within UWSNs. The ABC algorithm, motivated by the CPG approach being analogous to that of honey bees searching for food, specifies optimal values for critical parameters of the network such as energy consumption, reliability in data transfer, and scalability. From the analyses conducted in this exposition, it is apparent that the envisaged methodology outperforms other conventional routing parlances in the following ways: minimal energy usage, high data delivery ratios, low packet drops, and longest network lifetime. Therefore, from the above results it can be concluded that, the said ABC algorithm is helping in achieving a better result in terms of improved underwater communication as well as in mitigating with the difficulties of UWSNs.

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Publication Details

Published
2024-09-19
DOI
https://doi.org/10.1109/iicccs61609.2024.10763893
Citations
1
Primary Topic
IoT-based Smart Home Systems
Type
article
Field-Weighted Citation Impact
0.21
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article

Applying Artificial Bee Colony Algorithm to Improve UWSNs Communication

Neelam Sanjeev Kumar, Melvin Victor, Amandeep Kaur, Mohammed I. Habelalmateen et al.
1 citations
IoT-based Smart Home Systems
0.21
article

Applying Artificial Bee Colony Algorithm to Improve UWSNs Communication

Neelam Sanjeev Kumar, Melvin Victor, Amandeep Kaur, Mohammed I. Habelalmateen, M Shalini, Arushi Tiwari
article en
1 citations

Abstract

The research in this study aims at implementing the ABC algorithm to enhance the communication within UWSNs. The ABC algorithm, motivated by the CPG approach being analogous to that of honey bees searching for food, specifies optimal values for critical parameters of the network such as energy consumption, reliability in data transfer, and scalability. From the analyses conducted in this exposition, it is apparent that the envisaged methodology outperforms other conventional routing parlances in the following ways: minimal energy usage, high data delivery ratios, low packet drops, and longest network lifetime. Therefore, from the above results it can be concluded that, the said ABC algorithm is helping in achieving a better result in terms of improved underwater communication as well as in mitigating with the difficulties of UWSNs.

SRM Institute of Science and Technology (IN), Shri Venkateshwara University (IN), Iraqi University (IQ), School of Business and Management (FR), Christ University (IN), Punjab Engineering College (IN)
Openalex Percentile: Top 46%
IoT-based Smart Home Systems
0.21
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Applying Artificial Bee Colony Algorithm to Improve UWSNs Communication — Neelam Sanjeev Kumar, Melvin Victor, et al. · (2024) | TGRS Research Map | TGRS