Provider-centric Allocation of Drone Swarm Services

Balsam Alkouz, A. Bouguettaya
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引用次数: 12

Abstract

We propose a novel framework for the allocation of drone swarms for delivery services known as Swarm-based Drone-as-a-Service (SDaaS). The allocation framework ensures minimum cost (aka maximum profit) to drone swarm providers while meeting the time requirement of service consumers. The constraints in the delivery environment (e.g., limited recharging pads) are taken into consideration. We propose three algorithms to select the best allocation of drone swarms given a set of requests from multiple consumers. We conduct a set of experiments to evaluate and compare the efficiency of these algorithms considering the provider's profit, feasibility, requests fulfilment, and drones utilization level.
以提供商为中心的无人机群服务分配
我们提出了一种新的框架,用于分配用于交付服务的无人机群,称为基于群的无人机即服务(SDaaS)。分配框架在满足服务消费者的时间要求的同时,保证了无人机群提供商的成本最小(即利润最大)。考虑到交付环境中的约束(例如,有限的充电垫)。在给定来自多个消费者的请求集的情况下,我们提出了三种算法来选择无人机群的最佳分配。我们进行了一组实验来评估和比较这些算法的效率,考虑到供应商的利润、可行性、请求实现和无人机利用率水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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