Learning based frequency-and time-domain inter-cell interference coordination in HetNets

M Simsek, M Bennis, I Güvenç - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we focus on inter-cell interference coordination (ICIC) techniques in
heterogeneous network (HetNet) deployments, whereby macro-and picocells autonomously …

Self-organizing networks for 5g and beyond: A view from the top

AG Papidas, GC Polyzos - Future Internet, 2022 - mdpi.com
We describe self-organizing network (SON) concepts and architectures and their potential to
play a central role in 5G deployment and next-generation networks. Our focus is on the basic …

On number of almost blank subframes in heterogeneous cellular networks

M Cierny, H Wang, R Wichman, Z Ding… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In heterogeneous cellular scenarios with macrocells, femtocells or picocells users may suffer
from significant co-channel cross-tier interference. To manage this interference 3GPP …

Multicell cooperation for LTE-advanced heterogeneous network scenarios

B Soret, H Wang, KI Pedersen… - IEEE Wireless …, 2013 - ieeexplore.ieee.org
In this article we present two promising practical use cases for simple multicell cooperation
for LTE-Advanced heterogeneous network scenarios with macro and small cells. For co …

Dynamic self-optimization of the antenna tilt for best trade-off between coverage and capacity in mobile networks

N Dandanov, H Al-Shatri, A Klein, V Poulkov - Wireless Personal …, 2017 - Springer
One major factor influencing the coverage and capacity in mobile networks is related to the
configuration of the antennas and especially the antenna tilt angle. By utilizing antenna tilt …

Self-tuning sectorization: Deep reinforcement learning meets broadcast beam optimization

R Shafin, H Chen, YH Nam, S Hur… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Beamforming in multiple input multiple output (MIMO) systems is one of the key technologies
for modern wireless communication. Creating appropriate sector-specific broadcast beams …

Semi-supervised learning based big data-driven anomaly detection in mobile wireless networks

B Hussain, Q Du, P Ren - China Communications, 2018 - ieeexplore.ieee.org
With rising capacity demand in mobile networks, the infrastructure is also becoming
increasingly denser and complex. This results in collection of larger amount of raw data (big …

Securing Energy Routing Protocol Against Black Hole Attacks in Mobile Ad-Hoc Network

S Shankar - Recent Advances in Computer Science and …, 2021 - ingentaconnect.com
Introduction: The aim of securing energy routing protocol was to provide the
countermeasures to the attacks, particularly to the black hole in a mobile ad-hoc network …

On the basics of conditional handover for 5G mobility

H Martikainen, I Viering, A Lobinger… - 2018 IEEE 29th Annual …, 2018 - ieeexplore.ieee.org
We are studying the mobility performance, outage and the signaling overhead of conditional
handover (CHO) in Fifth Generation New Radio (5G NR). We observe that CHO will bring …

Small-cell self-organizing wireless networks

AJ Fehske, I Viering, J Voigt, C Sartori… - Proceedings of the …, 2014 - ieeexplore.ieee.org
Increasing the spatial reuse of frequency spectrum by deploying more access points has
historically been the most effective means to improve the capacity of any cellular …