A survey on resource allocation for 5G heterogeneous networks: Current research, future trends, and challenges

Y Xu, G Gui, H Gacanin, F Adachi - … Communications Surveys & …, 2021 - ieeexplore.ieee.org
In the fifth-generation (5G) mobile communication system, various service requirements of
different communication environments are expected to be satisfied. As a new evolution …

Federated learning in mobile edge networks: A comprehensive survey

WYB Lim, NC Luong, DT Hoang, Y Jiao… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
In recent years, mobile devices are equipped with increasingly advanced sensing and
computing capabilities. Coupled with advancements in Deep Learning (DL), this opens up …

When deep reinforcement learning meets federated learning: Intelligent multitimescale resource management for multiaccess edge computing in 5G ultradense …

S Yu, X Chen, Z Zhou, X Gong… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Recently, smart cities, healthcare system, and smart vehicles have raised challenges on the
capability and connectivity of state-of-the-art Internet-of-Things (IoT) devices, especially for …

Wireless network virtualization: A survey, some research issues and challenges

C Liang, FR Yu - IEEE Communications Surveys & Tutorials, 2014 - ieeexplore.ieee.org
Since wireless network virtualization enables abstraction and sharing of infrastructure and
radio spectrum resources, the overall expenses of wireless network deployment and …

Towards 1 Gbps/UE in cellular systems: Understanding ultra-dense small cell deployments

D López-Pérez, M Ding, H Claussen… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
Today's heterogeneous networks comprised of mostly macrocells and indoor small cells will
not be able to meet the upcoming traffic demands. Indeed, it is forecasted that at least a 100 …

Enhanced intercell interference coordination challenges in heterogeneous networks

D Lopez-Perez, I Guvenc… - IEEE Wireless …, 2011 - ieeexplore.ieee.org
3GPP LTE-Advanced has recently been investigating heterogeneous network (HetNet)
deployments as a cost effective way to deal with the unrelenting traffic demand. HetNets …

Resource allocation in spectrum-sharing OFDMA femtocells with heterogeneous services

H Zhang, C Jiang, NC Beaulieu, X Chu… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
Femtocells are being considered a promising technique to improve the capacity and
coverage for indoor wireless users. However, the cross-tier interference in the spectrum …

Femtocells: Past, present, and future

JG Andrews, H Claussen, M Dohler… - IEEE Journal on …, 2012 - ieeexplore.ieee.org
Femtocells, despite their name, pose a potentially large disruption to the carefully planned
cellular networks that now connect a majority of the planet's citizens to the Internet and with …

Price-based resource allocation for spectrum-sharing femtocell networks: A stackelberg game approach

X Kang, R Zhang, M Motani - IEEE Journal on Selected areas …, 2012 - ieeexplore.ieee.org
This paper investigates price-based resource allocation strategies for two-tier femtocell
networks, in which a central macrocell is underlaid with distributed femtocells, all operating …

Interference management in femtocells

T Zahir, K Arshad, A Nakata… - … surveys & tutorials, 2012 - ieeexplore.ieee.org
Increase in system capacity and data rates can be achieved efficiently in a wireless system
by getting the transmitter and receiver closer to each other. Femtocells deployed in the …