@article{M59BB08CD,
title = "Large-Scale UAV Swarm Communication with Graph Convolutional Network and Dynamic Clustering",
journal = "The Journal of Korean Institute of Communications and Information Sciences",
year = "2025",
issn = "1226-4717",
doi = "10.7840/kics.2025.50.3.428",
author = "Yo-Sep Kim, Yoan Shin",
keywords = "Large-scale UAV swarm communication, graph convolutional network, dynamic clustering, cluster leader designation, communication flow reconfiguration",
abstract = "In this paper, we propose a method to address communication efficiency degradation and network latency issues arising from increasing complexity in large-scale unmanned aerial vehicle (UAV) swarm networks. The proposed approach involves a graph convolutional network model combined with dynamic clustering and cluster leader designation to restructure communication flow. Simulations using a MATLAB communication simulator verify the effectiveness of the proposed method in enhancing communication performance and stability."
}