[HTML][HTML] HAP-assisted RSMA-enabled vehicular edge computing: A DRL-based optimization framework

TH Nguyen, L Park - Mathematics, 2023 - mdpi.com
In recent years, the demand for vehicular edge computing (VEC) has grown rapidly due to
the increasing need for low-latency and high-throughput applications such as autonomous …

[HTML][HTML] TD3-Based Optimization Framework for RSMA-Enhanced UAV-Aided Downlink Communications in Remote Areas

TH Nguyen, LV Nguyen, LM Dang, VT Hoang, L Park - Remote Sensing, 2023 - mdpi.com
The need for reliable wireless communication in remote areas has led to the adoption of
unmanned aerial vehicles (UAVs) as flying base stations (FlyBSs). FlyBSs hover over a …

Applications of deep learning and deep reinforcement learning in 6G networks

TH Nguyen, H Park, K Seol, S So… - … on Ubiquitous and …, 2023 - ieeexplore.ieee.org
As the demand for data-driven applications and emerging technologies such as extended
reality, autonomous vehicles, and the Internet of Things (IoT) continues to grow, the …

Intelligent QoE Management for IoMT Streaming Services in Multi-User Downlink RSMA Networks

TV Nguyen, DT Hua, TH Huong… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The exponential growth of the Internet of Multimedia Things (IoMT) traffic has posed a threat
of service quality degradation due to the limitation of current communication, networking …