3 papers
eess.SY2024
Maximizing User Connectivity in AI-Enabled Multi-UAV Networks: A Distributed Strategy Generalized to Arbitrary User Distributions
Bowei Li, Yang Xu, Ran Zhang +3
Deep reinforcement learning (DRL) has been extensively applied to Multi-Unmanned Aerial Vehicle (UAV) network (MUN) to effectively enable real-time adaptation to complex, time-vary…
eess.SY2024
Learning with Dynamics: Autonomous Regulation of UAV Based Communication Networks with Dynamic UAV Crew
Ran Zhang, Bowei Li, Liyuan Zhang +3
Unmanned Aerial Vehicle (UAV) based communication networks (UCNs) are a key component in future mobile networking. To handle the dynamic environments in UCNs, reinforcement learnin…
cs.NI2024
When Learning Meets Dynamics: Distributed User Connectivity Maximization in UAV-Based Communication Networks
Bowei Li, Saugat Tripathi, Salman Hosain +4
Distributed management over Unmanned Aerial Vehicle (UAV) based communication networks (UCNs) has attracted increasing research attention. In this work, we study a distributed user…