New Topology Control base on Ant Colony Algorithm in Optimization of Wireless Sensor Network

Passer Journal Pub Date : 2021-04-14 DOI:10.24271/PSR.22
Zana Azeez Kakarash, S. H. Karim, Nawroz Fadhel Ahmed, Govar Abubakr Omar
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引用次数: 2

Abstract

Wireless sensor networks (WSNs) have found great appeal and popularity among researchers, especially in the field of monitoring and surveillance tasks. However, it has become a challenging issue due to the need to balance different optimization criteria such as power consumption, packet loss rate, and network lifetime, and coverage. The novelty of this research discusses the applications, structures, challenges, and issues we face in designing WSNs. And proposed new Topology control mechanisms it will focus more on building a reliable and energy efficient network topology step by step through defining available amount of energy for each node within its cluster, sorting all within header, and selecting an active one (more power header) for signal routing. While sensor cover topology demonstrates network monitoring capability, connection topology should remain as a requirement for the successful delivery of information including queries, data collected, and control messages. How to build an optimized coating topology while remaining efficient and low-cost connection is not well understood and needs further research. Power control and power management are two different types of topology controllers. Also in our study, we examine network lifetime, compared to other schemas time of death of the first node and the last node, and found that network lifetime was increased. Finally, a topology control method for extending network lifetime is presented.
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基于蚁群算法的新型无线传感器网络拓扑控制
无线传感器网络(WSNs)在监测和监控任务领域受到了广泛的关注和应用。然而,由于需要平衡不同的优化标准(如功耗、丢包率、网络生命周期和覆盖范围),这已经成为一个具有挑战性的问题。本研究的新颖性讨论了我们在设计无线传感器网络时所面临的应用、结构、挑战和问题。并提出了新的拓扑控制机制,它将通过定义集群内每个节点的可用能量,对header内的所有节点进行排序,并选择一个活动的(更多的功率头)进行信号路由,从而更加注重逐步构建可靠和节能的网络拓扑。虽然传感器覆盖拓扑展示了网络监控功能,但连接拓扑仍然是成功传递信息(包括查询、收集的数据和控制消息)的必要条件。如何在保持高效和低成本连接的同时构建优化的涂层拓扑结构尚不清楚,需要进一步研究。电源控制和电源管理是两种不同类型的拓扑控制器。此外,在我们的研究中,我们检查了网络生存期,与其他模式相比,第一个节点和最后一个节点的死亡时间,发现网络生存期增加了。最后,提出了一种延长网络生存期的拓扑控制方法。
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来源期刊
CiteScore
0.50
自引率
0.00%
发文量
23
审稿时长
12 weeks
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