Holistic network virtualization and pervasive network intelligence for 6G

X Shen, J Gao, W Wu, M Li, C Zhou… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
In this tutorial paper, we look into the evolution and prospect of network architecture and
propose a novel conceptual architecture for the 6th generation (6G) networks. The proposed …

Application of machine learning in wireless networks: Key techniques and open issues

Y Sun, M Peng, Y Zhou, Y Huang… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
As a key technique for enabling artificial intelligence, machine learning (ML) is capable of
solving complex problems without explicit programming. Motivated by its successful …

Renewable energy powered sustainable 5G network infrastructure: Opportunities, challenges and perspectives

A Israr, Q Yang, W Li, AY Zomaya - Journal of Network and Computer …, 2021 - Elsevier
A massive increase in the amount of data traffic over mobile wireless communication has
been observed in recent years, while further rapid growth is expected in the years ahead …

Game theory for multi-access edge computing: Survey, use cases, and future trends

J Moura, D Hutchison - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
Game theory (GT) has been used with significant success to formulate, and either design or
optimize, the operation of many representative communications and networking scenarios …

20 years of evolution from cognitive to intelligent communications

Z Qin, X Zhou, L Zhang, Y Gao… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
It has been 20 years since the concept of cognitive radio (CR) was proposed, which is an
efficient approach to provide more access opportunities to connect massive wireless …

Echo state networks for self-organizing resource allocation in LTE-U with uplink–downlink decoupling

M Chen, W Saad, C Yin - IEEE Transactions on Wireless …, 2016 - ieeexplore.ieee.org
Uplink-downlink decoupling in which users can be associated to different base stations in
the uplink and downlink of heterogeneous small cell networks (SCNs) has attracted …

Regret based learning for UAV assisted LTE-U/WiFi public safety networks

D Athukoralage, I Guvenc, W Saad… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
Broadband wireless communication is of critical importance during public safety scenarios
as it facilitates situational awareness capabilities for first responders and victims. In this …

The race to 5G era; LTE and Wi-Fi

I Selinis, K Katsaros, M Allayioti, S Vahid… - IEEE Access, 2018 - ieeexplore.ieee.org
We are on the brink of a new era for the wireless telecommunications, an era that will
change the way that business is done. The fifth generation (5G) systems will be the first …

Energy sustainable paradigms and methods for future mobile networks: A survey

N Piovesan, AF Gambin, M Miozzo, M Rossi… - Computer …, 2018 - Elsevier
In this survey, we discuss the role of energy in the design of future mobile networks and, in
particular, we advocate and elaborate on the use of energy harvesting (EH) hardware as a …

HAPS-UAV-enabled heterogeneous networks: A deep reinforcement learning approach

AH Arani, P Hu, Y Zhu - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
The integrated use of non-terrestrial network (NTN) entities such as the high-altitude
platform station (HAPS) and low-altitude platform station (LAPS) has become essential …