Resource allocation for ultra-dense networks: A survey, some research issues and challenges
Driven by the explosive data traffic and new quality of service requirement of mobile users,
the communication industry has been experiencing a new evolution by means of network …
the communication industry has been experiencing a new evolution by means of network …
A survey on green communication and security challenges in 5G wireless communication networks
P Gandotra, RK Jha - Journal of Network and Computer Applications, 2017 - Elsevier
The 5G wireless cellular networks are evolving, to meet the drastic subscriber demands in
near future. This is accompanied with a rise in the energy consumption in cellular networks …
near future. This is accompanied with a rise in the energy consumption in cellular networks …
Hierarchical reinforcement learning for AP duplex mode optimization in network-assisted full-duplex cell-free networks
X Sun, C Sun, J Li, D Wang, H Zhang… - IEEE Systems …, 2023 - ieeexplore.ieee.org
Network-assisted full-duplex (NAFD) cell-free (CF) networks use half-duplex access points
(APs) to enable the network-level in-band full-duplex. By dynamically allocating each AP to …
(APs) to enable the network-level in-band full-duplex. By dynamically allocating each AP to …
Deep reinforcement learning based dynamic resource allocation in 5G ultra-dense networks
Z Liu, X Chen, Y Chen, Z Li - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
The rapid development of Internet of things (IoT) technology has promoted the densification
of network infrastructure. Ultra-dense networks (UDN) will become a key technology in 5G …
of network infrastructure. Ultra-dense networks (UDN) will become a key technology in 5G …
Versatile resource management for millimeter-wave cellular network: Near interference-free scheduling methodology
In millimeter-wave (mmWave) cellular network, the highly directional beam generated by
large-scale antenna array considerably depresses the inter-cell/intra-cell interferences. To …
large-scale antenna array considerably depresses the inter-cell/intra-cell interferences. To …
Mobility prediction-based autonomous proactive energy saving (AURORA) framework for emerging ultra-dense networks
Increased network wide energy consumption is a paramount challenge that hinders wide
scale ultra-dense networks (UDNs) deployments. While several energy saving (ES) …
scale ultra-dense networks (UDNs) deployments. While several energy saving (ES) …
Dynamic resource allocation for streaming scalable videos in SDN-aided dense small-cell networks
Both wireless small-cell communications and software-defined networking (SDN) in wired
systems continue to evolve rapidly, aiming for improving the quality of experience (QoE) of …
systems continue to evolve rapidly, aiming for improving the quality of experience (QoE) of …
Convolutional neural network-based deep Q-network (CNN-DQN) resource management in cloud radio access network
The recent surge of mobile subscribers and user data traffic has accelerated the
telecommunication sector towards the adoption of the fifth-generation (5G) mobile networks …
telecommunication sector towards the adoption of the fifth-generation (5G) mobile networks …
Heterogeneity-aware energy saving and energy efficiency optimization in dense small cell networks
In dense small cell networks (DSCNs), small cells are heterogeneous due to the unplanned
deployment and various traffic loads, resulting in different energy efficiency (EE) …
deployment and various traffic loads, resulting in different energy efficiency (EE) …
Energy-and spectral-efficient optimization in cloud ran based on dueling double deep Q-network
Cloud radio access network (CRAN) has gained considerable attention for the upcoming
cellular network that can offload the mobile data traffic and reduce energy consumption by …
cellular network that can offload the mobile data traffic and reduce energy consumption by …