Cooperative multiagent deep reinforcement learning for reliable surveillance via autonomous multi-UAV control

WJ Yun, S Park, J Kim, MJ Shin, S Jung… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
CCTV-based surveillance using unmanned aerial vehicles (UAVs) is considered a key
technology for security in smart city environments. This article creates a case where the …

Cooperative multi-agent deep reinforcement learning for reliable and energy-efficient mobile access via multi-UAV control

C Park, S Park, S Jung, C Cordeiro, J Kim - ar** with the rapid development of communication technology, a new communication
structure is required in the next-generation communication system. In particular, research on …

Neural Myerson Auction for Truthful and Distributed Mobile Charging in UAV-Assisted Digital-Twin Networks

S Jung, H Baek, J Kim - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
Realizing digital-twin services is one of promising applications in 6 G mobile communication
and network scenarios. In addition, the use of unmanned aerial vehicles (UAVs) is essential …

Multi-agent deep reinforcement learning for efficient passenger delivery in urban air mobility

C Park, S Park, GS Kim, S Jung… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
It has been considered that urban air mobility (UAM), also known as drone-taxi or electrical
vertical takeoff and landing (eVTOL), will play a key role in future transportation. By putting …

Cooperative Multi-UAV Positioning for Aerial Internet Service Management: A Multi-Agent Deep Reinforcement Learning Approach

J Kim, S Park, S Jung, C Cordeiro - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper proposes a novel multi-agent deep reinforcement learning (MADRL)-based
positioning algorithm for multiple unmanned aerial vehicles (UAVs) collaboration in mobile …

Sensing-to-Sky Intermittent Connectivity Realization for LTE-Enabled Drone Platforms: Embedded Design, Measurement Study, and Positioning Applications

J Kim, U Jo, T Kim, S Jung, J Kim - IEEE Access, 2024 - ieeexplore.ieee.org
This paper presents practical scenarios for drone-based networking systems, specifically
focusing on LTE-capable sensor-to-drone intermittent transmission over cellular networks …

Autonomous aerial mobility learning for drone-taxi flight control

WJ Yun, YJ Ha, S Jung, J Kim - 2021 International Conference …, 2021 - ieeexplore.ieee.org
In smart city scenarios, the use of unmanned aerial vehicle (UAV) networks is one of actively
discussed technologies. In this paper, we consider the scenario where carpoolable UAV …