利用蜜蜂速率优化的多层可扩展集群无线网络设计方法

IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of High Speed Networks Pub Date : 2024-01-02 DOI:10.3233/jhs-230086
Amruta Amune, Himangi Pande
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引用次数: 0

摘要

在过去几年里,无线传感器网络(WSN)已成为最吸引人的研究领域之一,这主要归功于其大量可行的应用。然而,有限的能量、节点部署策略和路由技术对网络的整体性能有相当大的影响。本文提出了基于可持续蜜蜂鼠的混合无线传感器网络(SHHWSN)分层框架,以改善网络中的负载平衡和可扩展性问题。在 SHHWSN 中,棋盘格状的六边形簇群可以无间隙地覆盖整个地理区域。其中使用的混合路由模式受冗余数据识别策略的限制,旨在优化能源利用率。通过仿真对所提出的 SHHWSN 进行了评估和验证,并将结果与早期的方案进行了比较,早期的方案大多采用单边随机节点部署。实验结果表明,SHHWSN 在网络存活节点数、延迟、能量和吞吐量方面都有优异表现。所提出的 SHHWSN 在 50 个节点上获得的值分别为 3、0.061、0.14、0.89,100 个节点上获得的值分别为 3、0.037、0.19、0.551,150 个节点上获得的值分别为 13、0.081、0.23、0.415,200 个节点上获得的值分别为 23、1.01、0.25、0.356,明显比现有技术更有效。
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Multitier scalable clustering wireless network design approach using honey bee ratel optimization
Wireless sensor networks (WSNs) have emerged as a one of the most fascinating areas of lookup in the past few years principally due to its massive quantity of workable applications. However limited energy, node deployment strategy, routing techniques has considerable impact on the overall performance of network. This paper proposes sustainable honey bee ratel based hybrid wireless sensor network (SHHWSN) layering framework for improving load balancing and scalability issues in network. In SHHWSN tessellated hexagonal shape clusters are formed to cover entire geographical region without any gaps. Hybrid routing schema constrained with redundant data identification policy used in this, seeks to optimize energy utilization. The proposed SHHWSN was evaluated and validated by simulation, and the results were compared with earlier schematics where mostly one sided stochastic node deployments were followed. The experimental results show that SHHWSN has superior performance in terms of network alive nodes, delay, energy and throughput. The proposed SHHWSN obtained values of 50 nodes is 3, 0.061, 0.14, 0.89, 100 nodes is 3,0.037, 0.19, 0.551, 150 nodes is 13, 0.081, 0.23, 0.415, and 200 nodes is 23, 1.01, 0.25, 0.356, which is significantly more effective than current techniques.
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来源期刊
Journal of High Speed Networks
Journal of High Speed Networks Computer Science-Computer Networks and Communications
CiteScore
1.80
自引率
11.10%
发文量
26
期刊介绍: The Journal of High Speed Networks is an international archival journal, active since 1992, providing a publication vehicle for covering a large number of topics of interest in the high performance networking and communication area. Its audience includes researchers, managers as well as network designers and operators. The main goal will be to provide timely dissemination of information and scientific knowledge. The journal will publish contributed papers on novel research, survey and position papers on topics of current interest, technical notes, and short communications to report progress on long-term projects. Submissions to the Journal will be refereed consistently with the review process of leading technical journals, based on originality, significance, quality, and clarity. The journal will publish papers on a number of topics ranging from design to practical experiences with operational high performance/speed networks.
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