农业无线传感器网络容错增强机制

Network Pub Date : 2024-04-23 DOI:10.3390/network4020008
Mounya Smara, Al-Sakib Khan Pathan
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引用次数: 0

摘要

容错性是任何无线传感器网络(WSN)的一个重要方面,它可以简单地定义为可靠或性能稳定的质量。换句话说,它可以被描述为在网络中出现关键部件故障时的容错效果。由于 WSN 是由能量资源有限的传感器组成的,因此可能会因断电或电池耗尽而出现网络断开和故障。当这种网络用于精准农业时,需要定期从农田中及时读取数据,因此需要采取必要的措施来处理网络故障的影响。由于气候变化正在影响全球许多地区,基于 WSN 的精准农业可以就不可预测的天气事件向农民提供及时的早期预警,农民可以采取必要措施挽救作物或减少潜在的损害。考虑到这是一个关键的应用领域,我们在本文中为部署在精准农业领域的 WSN 提出了一种容错方案。在介绍我们的机制的同时,我们还提供了一个理论运行模型、仿真、分析,并使用 UPPAAL 模型检查器进行了正式验证。
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An Enhanced Mechanism for Fault Tolerance in Agricultural Wireless Sensor Networks
Fault tolerance is a critical aspect for any wireless sensor network (WSN), which can be defined in plain terms as the quality of being dependable or performing consistently well. In other words, it may be described as the effectiveness of fault tolerance in the event of crucial component failures in the network. As a WSN is composed of sensors with constrained energy resources, network disconnections and faults may occur because of a power failure or exhaustion of the battery. When such a network is used for precision agriculture, which needs periodic and timely readings from the agricultural field, necessary measures are needed to handle the effects of such faults in the network. As climate change is affecting many parts of the globe, WSN-based precision agriculture could provide timely and early warnings to the farmers about unpredictable weather events and they could take the necessary measures to save their crops or to lessen the potential damage. Considering this as a critical application area, in this paper, we propose a fault-tolerant scheme for WSNs deployed for precision agriculture. Along with the description of our mechanism, we provide a theoretical operational model, simulation, analysis, and a formal verification using the UPPAAL model checker.
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