Resource allocation trends for ultra dense networks in 5G and beyond networks: A classification and comprehensive survey
N Sharma, K Kumar - Physical Communication, 2021 - Elsevier
With an exaggerating upsurge in mobile data traffic, the wireless networks are confronted
with a subtle task of enhancing their network capacity. The shortage of spectrum resources …
with a subtle task of enhancing their network capacity. The shortage of spectrum resources …
Federated learning for resource allocation in vehicular edge computing-enabled moving small cell networks
Moving networks comprising of moving small cells (MoSCs) is an emerging technology that
provide ubiquitous connectivity to the cellular users in vehicular environment. MoSCs are …
provide ubiquitous connectivity to the cellular users in vehicular environment. MoSCs are …
Coexistence scheme for uncoordinated LTE and WiFi networks using experience replay based Q-learning
Nowadays, broadband applications that use the licensed spectrum of the cellular network
are growing fast. For this reason, Long-Term Evolution-Unlicensed (LTE-U) technology is …
are growing fast. For this reason, Long-Term Evolution-Unlicensed (LTE-U) technology is …
Energy and spectrum efficient cell switch-off with channel and power allocation in ultra-dense networks: A deep reinforcement learning approach
Z Rezaei, BS Ghahfarokhi - Computer Networks, 2023 - Elsevier
The high density of small cells in the Ultra-Dense Network (UDN) has increased the capacity
and the coverage of Fifth Generation (5G) cellular networks. However, with increasing the …
and the coverage of Fifth Generation (5G) cellular networks. However, with increasing the …
Machine learning enabled Wi-Fi saturation sensing for fair coexistence in unlicensed spectrum
In the past few years, machine learning (ML) techniques have been extensively applied to
provide efficient solutions to complex wireless network problems. As such, Convolutional …
provide efficient solutions to complex wireless network problems. As such, Convolutional …
Energy efficient train-ground mmWave mobile relay system for high speed railways
The rapid development of high-speed railways (HSRs) puts forward high requirements on
the corresponding communication system. Millimeter wave (mmWave) can be a promising …
the corresponding communication system. Millimeter wave (mmWave) can be a promising …
Device access, subchannel division, and transmission power allocation for NOMA-enabled IoT systems
In the era of the Internet of Things (IoT), it is a promising way to improve system energy utility
and better meet users' requirements for Quality of Service (QoS) via integrating …
and better meet users' requirements for Quality of Service (QoS) via integrating …
Mandate-driven networking eco-system: A paradigm shift in end-to-end communications
The wireless industry is driven by key stakeholders that follow a holistic approach of “one-
system-fits-all” that leads to moving network functionality of meeting stringent End-to-End …
system-fits-all” that leads to moving network functionality of meeting stringent End-to-End …
Low-complexity Q-learning for Energy-aware Small-cell Networks with Integrated Access and Backhaul
An integrated access and backhaul (IAB)-enabled small-cell network commonly utilizes
frequency channels for access and backhaul links, and thus this network has a chance to …
frequency channels for access and backhaul links, and thus this network has a chance to …
A state based resource allocation game for distributed optimization in 5G small-cell networks
K Mawatwal, R Roy, D Sen - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
The upcoming 5G advocates efficient utilization of the existing spectrum through cell
densification using small cells. However, dense packing of small-cells over a given area …
densification using small cells. However, dense packing of small-cells over a given area …