用于灾后应急任务的多用途无人机

iFIRE '19 Pub Date : 2019-05-14 DOI:10.1145/3331053.3335032
F. Malandrino, C. Rottondi, C. Chiasserini, A. Bianco, I. Stavrakakis
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引用次数: 3

摘要

无人机越来越多地被用于执行监视、包裹递送、通信支持和其他特定任务。在某些情况下,同一地理区域可能需要多种服务,这些服务可以由同一架无人机完成。在本文中,我们提出并研究了多任务任务的联合规划,利用配备一套标准附件的无人机舰队来实现异构任务。为此,制定了一个优化问题,给出了最优联合规划,并得出了交付任务的质量。此外,还为大规模环境开发了一种启发式解决方案,以应对优化框架日益增加的复杂性。拟定的多任务特派团联合规划适用于旧金山地区发生洪水的具体灾后恢复情况。结果表明了所提出的解决方案的有效性,以及在执行所有任务所需的无人机数量方面的潜在节省。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiservice UAVs for Emergency Tasks in Post-disaster Scenarios
UAVs are increasingly being employed to carry out surveillance, parcel delivery, communication-support and other specific tasks. In certain cases, the same geographical area may be in need of multiple services, which can be carried out by the same drones. In this paper, we propose and investigate a joint planning of multitask missions leveraging a fleet of UAVs equipped with a standard set of accessories enabling heterogeneous tasks. To this end, an optimization problem is formulated yielding the optimal joint planning and deriving the resulting quality of the delivered tasks. In addition, a heuristic solution is developed for large-scale environments to cope with the increased complexity of the optimization framework. The developed joint planning of multitask missions is applied to a specific post-disaster recovery scenario of a flooding in the San Francisco area. The results show the effectiveness of the proposed solutions and the potential savings in the number of UAVs needed to carry out all the tasks with the required level of quality.
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