Advances in Machine Learning-Driven Cognitive Radio for Wireless Networks: A Survey

NA Khalek, DH Tashman… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The next frontier in wireless connectivity lies at the intersection of cognitive radio (CR)
technology and machine learning (ML), where intelligent networks can provide pervasive …

Optimizing User Association, Power Control and Beamforming for 6G Multi-IRS Multi-UAV NOMA Communications in Smart Cities

N Sehito, Y Shouyi, HM Alshahrani… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Sixth generation (6G)-enabled smart cities with intelligent reconfigurable surfaces (IRSs),
unmanned aerial vehicles (UAVs), and non-orthogonal multiple access (NOMA) …

Multi-Agent Double Deep Q-Learning for Fairness in Multiple-Access Underlay Cognitive Radio Networks

Z Ali, Z Rezki, H Sadjadpour - IEEE Transactions on Machine …, 2024 - ieeexplore.ieee.org
Underlay Cognitive Radio (CR) systems were introduced to resolve the issue of spectrum
scarcity in wireless communication. In CR systems, an unlicensed Secondary Transmitter …