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.
翻译:我们建议为提供服务分配无人驾驶飞机群的新框架,称为Swam-sron-as-service(SDaaS),分配框架确保无人驾驶飞机群提供商获得最低成本(最大利润),同时满足服务消费者的时间要求,考虑到提供环境的限制(如有限的充电垫),我们建议采用三种算法,根据多个消费者提出的一系列请求,选择无人驾驶群的最佳分配方式。我们进行了一系列实验,评估并比较这些算法的效率,同时考虑到提供商的利润、可行性、满足要求和使用无人驾驶飞机的水平。