[HTML][HTML] Joint Optimization of Bandwidth and Power Allocation in Uplink Systems with Deep Reinforcement Learning

C Zhang, T Lv, P Huang, Z Lin, J Zeng, Y Ren - Sensors, 2023 - mdpi.com
Wireless resource utilizations are the focus of future communication, which are used
constantly to alleviate the communication quality problem caused by the explosive …

Dynamic Resource Allocation for Real Time Cloud XR Video Transmission: A Reinforcement Learning Approach

Z Wang, R Wang, J Wu, W Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The extend reality (XR) applications are increasing rapidly alongside the development of
mobile Internet. Wireless resource allocation faces a significant challenge due to the high …

A Distributed Learning-based Interference Coordination and Resource Allocation Scheme

Y Liu, T Liu, C Yang, Y Huang… - … Conference on Wireless …, 2023 - ieeexplore.ieee.org
In cellular networks, improving throughput by resource allocation is a challenging problem
due to the interdependence of resource allocation schemes among different cells. In this …