Mathematical Cell Deployment Optimization for Capacity and Coverage of Ground and UAV Users

S Karimi-Bidhendi, G Geraci, H Jafarkhani - arxiv preprint arxiv …, 2025 - arxiv.org
We present a general mathematical framework for optimizing cell deployment and antenna
configuration in wireless networks, inspired by quantization theory. Unlike traditional …

Multi-Agent Reinforcement Learning-Based Resource Sharing in Multi-UAV Wireless Networks

Y Zhang, M Luan, Z Chang… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
This paper investigates the resource sharing problem in a multi-unmanned aerial vehicle
(UAV) wireless network by utilizing the multi-agent reinforcement learning (MARL) method …