We propose a novel top-k service composition framework for drone services under a dynamic environment. We develop a system model for formal modelling of drone services in a skyway network. The composition process is accomplished in two phases, i.e., computing top-k compositions and extending and ranking top-k compositions using probabilistic wait and recharge times under congestion conditions. We propose a top-k composition algorithm to compute the best service composition plan meeting user's requirements. A set of experiments with a real dataset is conducted to demonstrate the effectiveness of the proposed approach.
翻译:我们为动态环境中的无人机服务提出了一个全新的最高端服务构成框架。我们为天道网络的无人机服务正式建模开发了一个系统模型。组成过程分两个阶段完成,即计算最高端组成,在拥挤条件下利用概率性等待和充电时间扩大和排名最高端组成。我们提出了计算满足用户要求的最佳服务构成计划的最佳最高端服务构成算法。我们用一套真实的数据集进行了一系列实验,以证明拟议方法的有效性。