Deep learning for wireless physical layer: Opportunities and challenges

T Wang, CK Wen, H Wang, F Gao… - China …, 2017 - ieeexplore.ieee.org
… This paper aims to provide an overview of these recent studies that focus on the physical
layer. We also aim to highlight the potentials and challenges of the DL-based communication …

Deep learning for physical-layer 5G wireless techniques: Opportunities, challenges and solutions

H Huang, S Guo, G Gui, Z Yang, J Zhang… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
… We envision that the appealing deep learning-based wireless physical layer frameworks
will bring a new direction in communication theories and that this work will move us forward …

Physical-layer security of 5G wireless networks for IoT: Challenges and opportunities

N Wang, P Wang, A Alipour-Fanid… - IEEE internet of things …, 2019 - ieeexplore.ieee.org
… and opportunities when we consider the uniqueness of 5G technologies in IoT networks.
On the one hand, new 5G wireless techniques bring some new and stubborn physical layer

Physical layer key generation in wireless networks: challenges and opportunities

K Zeng - IEEE Communications Magazine, 2015 - ieeexplore.ieee.org
… mation-theoretic secure keys, great challenges remain when transforming the theory into …
of the physical layer key generation process and discusses its practical challenges. Different …

Physical layer key generation in 5G and beyond wireless communications: Challenges and opportunities

G Li, C Sun, J Zhang, E Jorswieck, B Xiao, A Hu - Entropy, 2019 - mdpi.com
… Channel reciprocity-based key generation (CRKG) is an emerging physical layer-based …
We identify the opportunities and challenges for CRKG and provide corresponding solutions…

Physical-layer authentication for wireless security enhancement: Current challenges and future developments

X Wang, P Hao, L Hanzo - IEEE Communications Magazine, 2016 - ieeexplore.ieee.org
… log repeaters, only work at the physical layer and … challenges and future development
of physical-layer authentication techniques. We identify three main challenges of physical-layer

Physical layer security for next generation wireless networks: Theories, technologies, and challenges

Y Liu, HH Chen, L Wang - IEEE Communications Surveys & …, 2016 - ieeexplore.ieee.org
… This work distinguishes itself from the existing literature surveys in four aspects. First, most
of the surveys took into account a limited number of authentication schemes. However, from …

A survey of physical layer security techniques for 5G wireless networks and challenges ahead

Y Wu, A Khisti, C Xiao, G Caire… - IEEE Journal on …, 2018 - ieeexplore.ieee.org
… 6) Full duplex technology: The full duplex technology brings both the opportunity and the
challenge for the physical layer security communication. On one hand, the full duplex …

Physical layer security in UAV systems: Challenges and opportunities

X Sun, DWK Ng, Z Ding, Y Xu… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
… also make UAV wireless communication systems vulnerable to malicious eavesdropping
attacks. In this article, we aim to examine the physical layer security issues in UAV systems. In …

A survey of physical layer techniques for secure wireless communications in industry

P Angueira, I Val, J Montalban, Ó Seijo… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
… Among the different industrial applications, the focus of this work is directed towards
Factory Automation. Finally, based on the wide range of existing attacks and techniques, we …