Density-Based Pruning of Drone Swarm Services

Abstract

We propose a novel framework for the recommendation of swarm-based drone delivery services based on the consumers preferences. We propose a density-based pruning approach that uses the concept of partnerships with charging station providers to reduce the search space of swarm-based drone service delivery providers. A weighted service composition algorithm is proposed that considers the providers capabilities and consumers' preferences in selecting the best next service. We propose a voting-based recommendation algorithm to select the best providers. We conduct a set of experiments to evaluate the efficiency of the framework in terms of consumer satisfaction, run-time, and search space reduction cost.

arXiv comment10 pages, 9 figures. This is an accepted paper and it is going to appear in the Proceedings of the 2022 IEEE International Conference on Web Services (ICWS 2022)