A tutorial on mathematical modeling of 5G/6G millimeter wave and terahertz cellular systems

D Moltchanov, E Sopin, V Begishev… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Millimeter wave (mmWave) and terahertz (THz) radio access technologies (RAT) are
expected to become a critical part of the future cellular ecosystem providing an abundant …

Survey of radio resource management in 5G heterogeneous networks

S Manap, K Dimyati, MN Hindia, MSA Talip… - IEEE …, 2020 - ieeexplore.ieee.org
Radio resource management (RRM) for future fifth-generation (5G) heterogeneous networks
(HetNets) has emerged as a critical area due to the increased density of small-cell networks …

[HTML][HTML] A deep q-network-based algorithm for multi-connectivity optimization in heterogeneous cellular-networks

JJ Hernández-Carlón, J Pérez-Romero, O Sallent… - Sensors, 2022 - mdpi.com
The use of multi-connectivity has become a useful tool to manage the traffic in
heterogeneous cellular network deployments, since it allows a device to be simultaneously …

Performance characterization and traffic protection in street multi-band millimeter-wave and microwave deployments

D Moltchanov, A Samuylov… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
To alleviate the impact of outages caused by dynamic blockage of propagation paths in
millimeter wave (mmWave) systems, 3GPP has proposed multi-connectivity operation …

A comprehensive research on exponential smoothing methods in modeling and forecasting cellular traffic

QT Tran, L Hao, QK Trinh - Concurrency and Computation …, 2020 - Wiley Online Library
Traffic prediction based on time series analysis methods that are low‐cost and low
computational complexity can offer more efficient resource management and better QoS …

Probability model for performance analysis of joint URLLC and eMBB transmission in 5G networks

E Makeeva, N Polyakov, P Kharin… - Internet of Things, Smart …, 2019 - Springer
Abstract 5G technology is designed to resolve issues such as the growth of mobile traffic, the
increase in the number of devices connected to the network, reducing delays for the …

Energy efficiency optimization based on eICIC for wireless heterogeneous networks

J Li, X Wang, Z Li, H Wang, L Li - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
To solve the problem of load imbalance and system interference in heterogeneous networks
(HetNets), an energy efficiency (EE) optimized strategy based on enhanced intercell …

Facilitating mmWave mesh reliability in PPDR scenarios utilizing artificial intelligence

R Pirmagomedov, D Moltchanov, A Ometov… - IEEE …, 2019 - ieeexplore.ieee.org
The use of advanced AR/VR applications may benefit the efficiency of collaborative public
protection and disaster relief (PPDR) missions by providing better situational awareness and …

[HTML][HTML] Characterizing throughput and convergence time in dynamic multi-connectivity 5G deployments

R Pirmagomedov, D Moltchanov, A Samuylov… - Computer …, 2022 - Elsevier
Abstract Fifth-generation (5G) mobile communications are expected to integrate multiple
radio access technologies (RATs) within a unified access network by allowing the user …

Fuzzy-based joint user association and resource allocation in HetNets

A Alnoman, L Ferdouse… - 2017 IEEE 86th Vehicular …, 2017 - ieeexplore.ieee.org
In this paper, a user association and bandwidth allocation approach is proposed for
heterogeneous networks (HetNets) using fuzzy logic controllers. Due to the heterogeneous …