… survey on 5G technologies that emphasize machine learning-based solutions to cope with
… Then, we confer physical layer services, functions, and issues that decrease the signal …

… physical layer security (WPLS) is a powerful technology for current and emerging mobile
networks. Physical layer … Recently, machine learning has emerged as a promising tool to …

… physical layer. Because of this, there is a high bar of performance over which any machine
learning (ML) or deep learning (… significant improvements on the physical layer. Nevertheless, …

… At the physical layer, authentication is … physical layer authentication (PLA) protocols based
on several decision criteria, both based on statistical hypothesis testing and machine learning …

… Physical layer authentica- 4 tion (PLA) can provide solutions for this heterogeneous environ…
physical layer authentication (ALPLA) scheme is 7 proposed using machine learning (ML). …

… physical layer authentication. This study showed whether machine learning approaches in
physical layer … developers interested in using machine learning (ML) and deep learning (DL) …

… Machine learning (ML) has recently regained attention because of the successful applications
of deep learning (… of DL methods to the physical layer of wireless communication systems …

… In this paper, a machine learning based PHY-layer authentication is … , machine learning
algorithm based physical-layer channel … A machine learning authentication method could draw a …

… , in this paper, we propose a machine learning based antenna design scheme, which … is
well suited for practical applications in physical layer security communication, where signal-to-…

… However, the existing threshold-based PHY-AUC methods … of PHY-AUC in mobile scenarios,
this article proposes a novel threshold-free PHY-AUC method based on machine learning (…