Machine learning for cooperative spectrum sensing and sharing: A survey

D Janu, K Singh, S Kumar - Transactions on Emerging …, 2022 - Wiley Online Library
With the rapid development of next‐generation wireless communication technologies and
the increasing demand of spectrum resources, it becomes necessary to introduce learning …

Clustering formation in cognitive radio networks using machine learning

DMS Bhatti, S Ahmed, AS Chan, K Saleem - AEU-International Journal of …, 2020 - Elsevier
The goal of spectrum sensing is to elevate the detection performance of secondary users
(SUs) in a cognitive radio network (CRN). In cooperative spectrum sensing, all secondary …

Machine learning based cluster formation in vehicular communication

DMS Bhatti, Y Rehman, PS Rajput, S Ahmed… - Telecommunication …, 2021 - Springer
Nowadays vehicular communication has become a widespread phenomenon, which will
cause spectrum scarcity. By utilizing the cognitive radio in vehicular communication can be …