Impact of Bushfire Dynamics on the Performance of MANETs

Ameer Shakayb Arsalaan, Hung T. T. Nguyen, Mah-Rukh Fida
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Abstract

In emergency situations like recent Australian bushfires, it is crucial for civilians and firefighters to receive critical information such as escape routes and safe sheltering points with guarantees on information quality attributes. Mobile Ad-hoc Networks (MANETs) can provide communications in bushfire when fixed infrastructure is destroyed and not available. Current MANET solutions, however, are mostly tested under static bushfire scenario. In this work, we investigate the impact of a realistic dynamic bushfire in a dry eucalypt forest with a shrubby understory, on the performance of data delivery solutions in a MANET. Simulation results show a significant degradation in the performance of state-of-the-art MANET quality of information solution. Other than frequent source handovers and reduced user usability, packet arrival latency increases by more than double in the 1st quartile with a median drop of 74.5 % in the overall packet delivery ratio. It is therefore crucial for MANET solutions to be thoroughly evaluated under realistic dynamic bushfire scenarios.
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森林火灾动态对manet性能的影响
在像最近澳大利亚森林大火这样的紧急情况下,平民和消防员获得关键信息,如逃生路线和安全避难点,并保证信息质量属性,是至关重要的。移动自组织网络(manet)可以在森林大火中提供通信,当固定基础设施被破坏或不可用时。然而,目前的MANET解决方案大多是在静态丛林火灾场景下进行测试的。在这项工作中,我们研究了具有灌木林下植被的干燥桉树林中真实动态丛林火灾对MANET中数据传输解决方案性能的影响。仿真结果表明,最先进的MANET信息解决方案的质量性能显著下降。除了频繁的源切换和降低的用户可用性之外,数据包到达延迟在第一个四分位数中增加了一倍以上,总体数据包传递率中位数下降了74.5%。因此,在真实的动态丛林火灾场景下对MANET解决方案进行全面评估至关重要。
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