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深入研究、调整和修改反应式路由方法,以提高平面型移动自组织网络在数据收集场景中的性能。

Intensive study, tuning and modification of reactive routing approach to improve flat FANET performance in data collection scenario.

作者信息

El-Basioni Basma M Mohammad

机构信息

Computers and Systems Dept, Electronics Research Institute, Elbahth Elelmy St. From Joseph Tito, El-Nozha El-Gedeeda, P.O.: 11843, Cairo, Egypt.

出版信息

Sci Rep. 2024 Oct 8;14(1):23467. doi: 10.1038/s41598-024-72983-y.

Abstract

The Flying Ad-hoc Network (FANET) can be defined as the Ad-hoc network that connects unmanned aerial vehicles flying in the space with each other and with a ground base station. However, the 3D movement of these drones with higher speeds results in a network of highly dynamic topology and intermittent connections, making the standard Ad Hoc routing protocols are not suitable for FANET. The approaches followed to address this issue include designing from scratch a routing protocol specific to FANET or modifying the existing protocols. From the view point of reliability, accuracy, and time, it is preferable to base the work on a protocol standard. But before amending the standard, tuning its performance and applying it under suitable conditions may be satisfactory for the new use. Therefore, this work considers flat FANET of fully mission-controlled drones and performs an extensive parametric simulation study to determine the best conditions and parameters' values for applying the popular Ad Hoc On-demand Distance Vector (AODV) to it. After deducing the recommended operating environment (FAODVN-OE), some examples of amendments were suggested to further improve the performance. It was found that the modified FAODVN-OE achieves high performance compared to the default standard in terms of jitter and delay. It helped reduce jitter and delay by an average of 93.2% and 83.8%, respectively, while exhausting less energy; however the network experiences a 24.5% reduction in packet delivery ratio.

摘要

飞行自组织网络(FANET)可以定义为一种自组织网络,它将在空中飞行的无人机相互连接,并与地面基站相连。然而,这些无人机的三维高速运动会导致网络拓扑高度动态且连接间歇性,使得标准的自组织路由协议不适用于FANET。解决此问题的方法包括从头设计特定于FANET的路由协议或修改现有协议。从可靠性、准确性和时间的角度来看,最好以协议标准为基础开展工作。但在修改标准之前,调整其性能并在合适的条件下应用,对于新的用途可能就足够了。因此,这项工作考虑了完全任务控制的无人机组成的平面FANET,并进行了广泛的参数模拟研究,以确定将流行的自组织按需距离矢量(AODV)协议应用于该网络的最佳条件和参数值。在推导出推荐的操作环境(FAODVN-OE)后,还提出了一些修改示例以进一步提高性能。结果发现,与默认标准相比,修改后的FAODVN-OE在抖动和延迟方面实现了高性能。它有助于将抖动和延迟分别平均降低93.2%和83.8%,同时消耗的能量更少;然而,网络的分组交付率降低了24.5%。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab74/11461543/706b15f48848/41598_2024_72983_Fig1_HTML.jpg

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