A comprehensive survey on machine learning approaches for dynamic spectrum access in cognitive radio networks

A Kaur, K Kumar - Journal of Experimental & Theoretical Artificial …, 2022 - Taylor & Francis
Due to exponential growth in demand for radio spectrum for wireless communication
networking, the radio spectrum has become over-crowded. The fixed spectrum allocation …

Dynamic spectrum access networks with heterogeneous users: How to price the spectrum?

F Li, KY Lam, X Li, X Liu, L Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In a pricing-based spectrum trading market, an interesting issue is to study how secondary
users make their selections in a rational manner when there are available spectrum of …

Optimal resource allocation for gaa users in spectrum access system using q-learning algorithm

W Abbass, R Hussain, J Frnda, IL Khan… - IEEE …, 2022 - ieeexplore.ieee.org
Spectrum access system (SAS) is a three-tier layered spectrum sharing architecture
proposed by the Federal Communications Commission (FCC) for Citizens Broadband Radio …

Preference-based spectrum pricing in dynamic spectrum access networks

F Li, Z Sheng, J Hua, L Wang - IEEE Transactions on Services …, 2016 - ieeexplore.ieee.org
With market-driven secondary spectrum trading, licensed users can receive benefits in terms
of monetary rewards or various transmission services, thus setting a fair pricing structure by …

[PDF][PDF] Optimal Resource Allocation for GAA Users in Spectrum Access System Using Q-Learning Algorithm

SA MALIK - researchgate.net
Spectrum access system (SAS) is a three-tier layered spectrum sharing architecture
proposed by the Federal Communications Commission (FCC) for Citizens Broadband Radio …

[PDF][PDF] Cross Layer Design for Wireless Multi-media Networks: A closer view to cognitive radio networks

A Gharib - researchgate.net
Cross-layer design plays an important role in communication networks. Already nowadays,
cross-layer design is incorporated in many aspects of the everyday technology. In this paper …