İlyas Soyer

A Novel Approach Mitigating the Doppler Effect in UAV-LoRa Networks: DQN-Based Dynamic Resource Management

This study proposes a novel Deep Reinforcement Learning (DRL)-based resource allocation architecture that dynamically mitigates physical layer impairments in Long Range (LoRa) communication networks established with Unmanned Aerial Vehicles (UAVs) operating at tactical speeds. Traditional Adaptive Data Rate (ADR) algor...