AI-based abnormality detection at the PHY-layer of cognitive radio by learning generative models

A Toma, A Krayani, M Farrukh, H Qi… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Introducing a data-driven Self-Awareness (SA) module in Cognitive Radio (CR) can support
the system to establish secure networks against various attacks from malicious users. Such …

Deep learning for spectrum anomaly detection in cognitive mmWave radios

A Toma, A Krayani, L Marcenaro, Y Gao… - 2020 IEEE 31st …, 2020 - ieeexplore.ieee.org
Millimeter Wave (mmWave) band can be a solution to serve the vast number of Internet of
Things (IoT) and Vehicle to Everything (V2X) devices. In this context, Cognitive Radio (CR) …