Subchannel Allocation in Massive Multiple-Input Multiple-Output Orthogonal Frequency-Division Multiple Access and Hybrid Beamforming Systems with Deep Reinforcement Learning
Abstract
In this study, we emphasize that the maximum sum rate can be achieved through AI-based subchannel allocation, while taking into account all users’ quality of service (QoS) requirements in data rates for hybrid beamforming systems.
Fields of Study & Subjects
Millimeter-Wave Propagation and Modeling
Advanced MIMO Systems Optimization
Advanced Wireless Network Optimization
Publication details
- Journal / source
- IEEE International Conference on Knowledge Innovation and Invention (ICKII)
- Pages
- 55–55
- Publication date
- 6 February 2026
- Language
- EN